Synopsis: Ict: Communication systems: Telecommunication:


Mainstreaming ICT-enabled innovation in education and training in EU_ policy actions for sustainability, scalability and impact at system level.pdf.txt

Fax:++34 954488300 http://ipts. jrc. ec. europa. eu http://www. jrc. ec. europa. eu

A great deal of additional information on the European union is available on the Internet It can be accessed through the Europa server http://europa. eu

portals, websites blogs and wikis; promotional literature; video clips; and slideshow presentations In parallel, a number of consultation rounds with key educational stakeholders (policy-and decision

-makers, teachers, researchers, IT developers etc. were conducted to provide firsthand experiences of learning innovations and inputs from real settings for the development of policy

part in a webinar was organized by the etwinning Creative Classrooms Group. 7 Findings from the

7 http://groups. etwinning. net/web/creative-classroom/welcome 10 and implementation strategies of effective ICT-ELI with significant scale and/or impact at system

Future of Learning Linkedin Group; 11 the etwinning Creative Classrooms Group; 12 the 10 http://groups. etwinning. net/web/creative-classroom/welcome

13 European Civil Society Platform on Lifelong learning; 13 the European Forum on Learning Futures and Innovation;

website. 17 Survey analytics showed that most of participants entered the survey through a direct link from the

around 250 personal invitations sent by email. A small subset of the participants came from other

dissemination channels such as Linkedin, SCALE CCR webpage and etwinning Creative Classrooms Group. No reminders were sent,

11 http://www. linkedin. com/groups/Future-Learning-2266966/about 12 http://openeducationeuropa. eu/en/blogs/join-jrc-ipts-line-consultation-policy-recommendations

-mainstreaming-ict-enabled-innovation-le 13 http://www. eucis-lll. eu/news/public-consultations/ipts-online-consultation-up-scaling-creative-classrooms

-based e-portfolios that follow a web 2. 0/social media model. 142 62.7 Relevance according to four groups of participants

of offline meetings, all of which are directed towards fostering collaboration and network building rather than content delivery) is key to this...

and other stakeholders through online and/or offline networks (71.1%).%)Establishing and participating in teacher networks

pay or go to a licensed library to download) or (b) because they do not know that this research

-led research, control groups, experimental research, longitudinal studies, social networks analysis learning analytics, big data research, etc.

control groups, experimental research, longitudinal studies, social networks analysis learning analytics, big data research, etc. to the study of complex'ecosystems'of ICT-ELI

networking with other organisations and stakeholders across sites and also within the same organisation, in order to encourage the emergence and scaling up of learning innovations.

http://www. innovationunit. org/sites/default/files/Only%20connect%20 -%20a%20new%20paradigm%20for%20learning%20innovation%20in%20the%2021st%2

-based e-portfolios that follow a web 2. 0/social media model Encouraging a shift of ownership of assessment from teachers to learners by giving

control groups, experimental research, longitudinal studies, social networks analysis learning analytics, big data research, etc. to the study of complex'ecosystems'of

your email address (e g. john@email. com 42 Annex 2 †Workshop participants Participants in the expert workshop'Scaling up ICT-enabled innovation for learning:

that follow a web 2. 0/social media model 1. 4 3. 5 3. 5 6. 3 22.5 31.0 31.7 62.7

longitudinal studies, social networks analysis learning analytics, big data research, etc. to the study of complex'ecosystems'of ICT

that follow a web 2. 0/social media model 5. 58 1. 49) 66 5. 83


Management of patient information - trenda and challenges in member states - WHO 2012.pdf.txt

fax:++41 22 791 4857; e-mail: bookorders@who. int Requests for permission to reproduce or translate WHO publications †whether for sale or for noncommercial

to install patient information systems at some sites, these require significant investments for their successful implementation.

telecommunication infrastructure and as countries develop the skills necessary to implement electronic data storage and transmission systems.

of telecommunications reform and availability of affordable ICT access; presence of data standards and regulatory frameworks;

sites for analysis. In order for this to work, there must be standards for representing the data and for

overlooked, with the result that many sites are unable to share data thus limiting the flow of information

and community health sites and primary health care centres. These are the first points of care

transferred offline using compact discs (CDS) or cassette tapes between data centres from the health care centre to the districts or central agency

such as mobile phones, patient monitoring devices, personal digital assistants (PDAS and other wireless devices. mhealth applications include the use of mobile devices in

and retrieve clinical data across care boundaries and sites, and consists of over a million medical concepts.

and the International Telecommunication Union (ITU) have developed jointly a comprehensive resource on ehealth strategy and planning.

Mobile ehealth or mhealth encompasses the use of mobile telecommunication and multimedia technologies as they are integrated within increasingly mobile and wireless health care delivery systems

technology, ministries of telecommunications, academics, researchers, ehealth professionals nongovernmental organizations involved in ehealth, donors, and private sector partners

•action concerning online child safety, Internet pharmacies, health information on the Internet and spam;

Internet ehealth policies †a systematic review Identify the uptake of ehealth policies across the globe and analyse

partners in all regions through virtual teleconferences. The range of partners included those from government, WHO regional and country offices, collaborating centres and professional associations

such as the International Telecommunications Union ITU) and Organisation for Economic Co-Operation and Development (OECD). An online forum to discuss

Data Collector, Datacol, is based a web tool that simplifies online form creation for data collection and

12 Web-based tool for online creation of forms in surveys developed by WHO 13 http://www. triplehelixinstitute. org

teleconferences One significant outcome during the survey implementation was the development of strong and productive

as mobile phone penetration, were introduced into the analysis for comparison purposes where relevant Results from the current survey were compared to those from the previous survey wherever possible

Telecommunications Union, 2009 (http://www. itu. int/ITU-D/ict/publications/idi/2009/index. html


Micro and Small Business in the EU whats in it for you.pdf.txt

The Internet has opened a new world to us. Any kind of information is out there and this medium is more and more replacing printed

b) to list the most important websites that are relevant to micro and small businesses

website at http://ec. europa. eu/enterprise/policies/sme/files/sme definition/sme user guide en. pdf 2. 2 Why is this relevant

as well as the links to the relevant websites and points of contact The European union has three key funding instruments to support SMES

which are published once a year by the European commission on FP7 website Certain topics are dedicated to SMES

and to apply for grants you can visit the website of the European Research Council

website http://cordis. europa. eu/fp7/dc/index. cfm In order to provide help and advices to the participants of FP7,

states on the website of the FP7 programme. The network is based on existing national and regional

and access to transport and telecommunications services of general economic interest http://ec. europa. eu/regional policy/thefunds/regional/index en. cfm

The following web link will give you information on transnational cooperation and eligible regions http://ec. europa. eu/regional policy/images/map/cooperat2007/transnational/transnat mosaic. pdf

website at the beginning of each year http://ec. europa. eu/transport/marcopolo/about/index en. htm 4. 4. 3 European Lifelong learning Programme

telephone to give Mr van Rompuy a call. So who do you call It is a well-known problem to the EU that small businesses have difficulties getting

You can write to the EU SME Envoy at the following email address entr-sme-envoy@ec. europa. eu

This link provides an overview of telephone and fax numbers and postal addresses, see the list of Con

-tact points within the EU institutions, agencies and other bodies Europe Direct Tel: 00 800 67 89 10 11 (free of charge throughout the EU

http://ec. europa. eu/solvit/site/index en. htm SOLVIT is designed to solve problems encountered by both citizens and businesses in case an EU Mem

On this website you can find booklets issued by the Commission answering questions you may have

The website provides you with a guide with thematic and sectorial access to locally relevant energy

National contact points can be found through the web link European Documentation Centres http://europa. eu/europedirect/meet us/directory/index en. htm

Each national representation†s website provides the address of regional representations as well http://europa. eu/whoiswho/public/index. cfm?

The following website helps you to find the representations of the EU institutions in your country

+32 2 639 62 31 •Fax:++32 2 644 90 17 E-mail: secretariat@esba-europe. org


Mid-WestResearchandInnovationStrategy2014-2018.pdf.txt

9 http://www. wheel. ie/sites/default/files/Consultation%20process%20on%20partnership%20agreement%202014%20

Email: info@mwra. ie Tel: 067 33197 www. mwra. ie


MIS2014_without_Annex_4.pdf.txt

International Telecommunication Union Telecommunication Development Bureau Place des Nations CH-1211 Geneva 20 Switzerland www. itu. int

ISBN 978-92-61-14661-0 SAP id 9 7 8 9 2 6 1 1 5 2 9 1 8

3 9 4 6 4 Price: 86 CHF Printed in Switzerland Geneva, 2014 Photo credits: Shutterstock

International Telecommunication Union Place des Nations CH-1211 Geneva Switzerland Original language of publication: English

International Telecommunication Union ISBN 978-92-61-15291-8 ii Foreword iii I am pleased to present to you the 2014 edition of the Measuring the Information

end 2014, almost 3 billion people will be using the Internet, up from 2. 7 billion at end

While the growth in mobile-cellular subscriptions is slowing as the market reaches saturation levels, mobile broadband remains the fastest growing market segment, with

and mobile broadband is six times more affordable in developed countries than in developing countries. Income inequalities within countries

Telecommunication Development Bureau (BDT International Telecommunication Union subscription still represents more than 5 per cent of household income for over half of the population

For these income groups, mobile broadband may be the affordable alternative An enabling telecommunication regulatory environment can significantly influence the affordability of

services. The report finds that the price of ICT services falls with better market regulation and increased

per cent and mobile-cellular prices by 5 per cent if competition and/or the regulatory framework

telecommunication sector, for use in social and economic development policy and for monitoring the future information society

Statistics Division within the Telecommunication Development Bureau of ITU. The team included Susan Teltscher (Head of Division), Esperanza Magpantay, Vanessa Gray, Ivan Vallejo, Lisa Kreuzenbeck

Project Support and Knowledge management Department, Telecommunication Development Bureau The report includes data from Eurostat, OECD, IMF, Informa, the UNESCO Institute for Statistics, the

1. 4 Revenue and investment in the telecommunication sector...13 1. 5 Use of ICTS...

4. 2 Fixed-telephone and mobile-cellular prices...108 4. 3 Broadband prices...114 4. 4 Income inequality and broadband prices...

4. 5 The impact of competition and regulation on telecommunication prices...152 Chapter 5. The role of big data for ICT monitoring and for development...

5. 3 Telecommunication data and their potential for big data analytics...181 5. 4 Big data from mobile telecommunications for development and for better monitoring...

185 5. 5 Challenges and the way forward...195 Chapter 5 Annex...207 List of references...

1. 1 Fixed-telephone subscriptions by level of development, 2005-2014 (left) and by region

1. 2 Mobile-cellular subscriptions by level of development, 2005-2014 (left) and by region

1. 4 Active mobile-broadband subscriptions by level of development, 2007-2014 (left) and by region

1. 6 Rural population covered by at least a 3g mobile network, 2009-2012.8 1. 7 Fibre and microwave routes, share of route kilometres (left)

1. 8 Total International Internet bandwidth (Gbit/s), by level of development (left) and regional share

1. 9 International Internet bandwidth (bit/s) per Internet user, by region, 2004 and 2013.10 1. 10 Percentage of households with Internet access, by level of development, 2005-2014 (left) and

1. 13 Telecommunication revenues, world and by level of development, 2007-2012, total in USD

1. 14 Annual investment by telecommunication operators, world and by level of development 2007-2012, total in USD (left) and annual growth (right...

1. 15 Individuals using the Internet, by level of development, 2005-2014 (left) and by region

1. 16 Growth in daily Google searches, 2007-2013.16 1. 17 Growth in Facebook monthly active users, 2004-2013 (millions of users...

17 1. 18 Wikipedia articles †total and English language, 2003-2013 (thousands of articles...17

1. 19 Fixed-broadband access in enterprises using the Internet, selected countries, 2005-2012.19 1. 20 E-government Development Index (EGDI), 2003-2014.20

ix 1. 21 E-government services provided by countries (transactional services, left, and e-participation

3. 3 Mobile-cellular subscriptions per 100 inhabitants, 2012 and 2013, Africa...87 3. 4 IDI values compared with the global, regional and developing/developed-country averages

3. 11 Percentage of Individuals using the Internet, Europe compared to global and developed country average, 2013.100

4. 1 Fixed-telephone basket (left) and mobile-cellular basket (right), in PPP$, world and by level of

4. 2 Fixed-telephone basket (left) and mobile-cellular basket (right), as a percentage of GNI p. c

4. 11 Availability of mobile-broadband services by type of service, by level of development

4. 12 Mobile-broadband prices, in PPP$, world and by level of development, 2013.217 4. 13 Mobile-broadband prices, in USD, world and by level of development, 2013.128

4. 14 Mobile-broadband prices as a percentage of GNI p. c.,world and by level of

development, 2013.128 xi 4. 15 Mobile-broadband prices as a percentage of GNI p. c.,by region, 2013.129

4. 16 Comparison of postpaid fixed-broadband and postpaid computer-based mobile-broadband prices, in USD, by region, 2013.130

4. 24 Variation in mobile-cellular prices(%)explained by each variable, 2013.165 List of figures

4. 1 Mobile-broadband services by type of device/plan...125 4. 2 Relationship between regulation, competition and prices...

5. 2 An overview of telecom network data...182 5. 3 Customer profiling using telecom big data...

184 xii List of boxes 1. 1 Final review of the WSIS targets: Achievements, challenges and the way forward...

5. 2 How Twitter helps understand key post-2015 development concerns...179 5. 3 How mobile operators currently use data to track service uptake, business performance and

1. 1 Rural population covered by a mobile-cellular signal, 2012.4 1. 2 Total Internet domain registrations by world region, 2003,2008 and 2013.18

2. 1 IDI values and changes, 2012 and 2013.41 2. 2 ICT Development Index (IDI), 2012 and 2013.42

4. 1 Fixed-telephone sub-basket, 2013.112 4. 2 Mobile-cellular sub-basket, 2013.113 4. 3 Fixed-broadband prices as a percentage of GNI p. c.,by region, 2013.116

4. 4 Fixed-broadband sub-basket, 2013.124 4. 5 Mobile-broadband prices, postpaid handset-based 500 MB, 2013.132

4. 6 Mobile-broadband prices, prepaid handset-based 500 MB, 2013.134 4. 7 Mobile-broadband prices, postpaid computer-based 1 GB, 2013.136

4. 8 Mobile-broadband prices, prepaid computer-based 1 GB, 2013.138 4. 9 Fixed-broadband prices as a percentage of household disposable income, selected

countries, 2013.144 4. 10 Fixed-broadband prices as a percentage of household consumption expenditure selected countries, 2013.145

xv 4. 11 Prepaid handset-based mobile-broadband (500 MB/month) prices as a percentage of

global mobile-cellular market is approaching saturation levels, mobile-broadband uptake continues to grow at double-digit rates in all

Internet usage, with growth in the number of Internet users in all countries and increasing availability of online content, much of which is

user-created through social media applications and platforms (e g. Twitter, Youtube, Whatsapp With more and more applications now available

through mobile platforms (mobile apps), and the strong growth in mobile Internet uptake, an increasing number of people are joining, and

participating actively in, the information society While the information society is growing worldwide, digital divides remain â€

and are even widening †in some segments. In particular, there is a significant and persistent urban-rural digital

Internet services and the higher levels of skills required to make effective use of online content

telecom sector. Then, a number of key indicators will be presented concerning ICT uptake by individuals, businesses and public organizations

social media. The final part of the chapter will discuss emerging issues related to information -society measurements, in particular in the context

around a dozen countries where fixed-telephone uptake has increased actually over the past year. 1

Fixed-telephone penetration decreased by about 2 per cent globally in the past year, and will drop

The decline in fixed-telephone subscriptions over the past decade was accompanied by strong growth in the mobile-cellular market

until 2010, at which point mobile-cellular growth rates dropped to single digits, and they have continued to slow down since then

In 2014, global growth in mobile penetration will be at a ten-year low of 2. 6 per cent, as the

there will be almost as many mobile-cellular subscriptions (6. 9 billion) as people On earth more than three quarters of them (5. 4 billion

does not mean that everyone has a mobile phone †since many people have more than one

strongest mobile-cellular growth, and the lowest penetration rates, which will reach 69 per cent

Fixed-telephone subscriptions by level of development, 2005-2014 (left) and by region, 2014 *right

ITU World Telecommunication/ICT Indicators database 39.2 26.3 24.9 15.8 12.7 8. 7 1. 3

the fixed-telephone market is shrinking and the mobile-cellular market is tapering off. In addition mobile-cellular population coverage has reached

that are covered not by a mobile-cellular signal Table 1. 1). Even though rural population coverage is very high, at 87 per cent globally, at

or is using a mobile Chart 1. 2: Mobile-cellular subscriptions by level of development, 2005-2014 (left) and by region

ITU World Telecommunication/ICT Indicators database 162.7 124.7 109.9 108.5 96.4 89.2 69.3 0 20

number of mobile phone users (Partnership, 2014 No regular pattern can be established, though and the difference between mobile-phone user

penetration and mobile-cellular subscription penetration ranges between 8 per cent (France and 111 per cent (Panama) across countries

According to GSMA estimates, unique mobile subscribers account for about half of mobile -cellular subscriptions, which would translate into

Third, household access to a telephone is still not the norm in many developing countries

cent of households had a telephone (up from 9 per cent ten years earlier. In addition, there were

having access to a telephone compared with 54 per cent of rural households. 3 Household

telephone penetration in Malawi stood at 36 per cent in 2011 †73 per cent in urban households

gap in household telephone access prevails in many developing countries for which data are available, but is closing with the availability of

broadband Internet continues to be a priority for telecommunication service providers and governments in most countries.

This is reflected in the continuous growth in the number of mobile -and fixed-broadband subscriptions worldwide

Rural population covered by a mobile-cellular signal, 2012 Source: Partnership (2014) based on ITU data

Overall mobile-cellular population coverage %Rural population covered %Rural population covered (millions Rural population not

ITU World Telecommunication/ICT Indicators database 27.7 16.7 14.3 9. 8 7. 7 3. 1

Chart 1. 4). Mobile broadband is growing fastest in developing countries, where growth rates over the last year are expected to be twice as

devices (smartphones) and types of plan on offer in the market Nevertheless, the divide between developed and

countries, 3g subscriptions overtook 2g subscriptions in 2010 and 3g growth is flattening In developing countries, the large majority of

subscriptions are still 2g, but 3g is growing rapidly and will overtake 2g subscriptions in a

few years. 4g4 services came onto the market only recently and 4g subscriptions still account

for only a small market share in both developed and developing countries The data on fixed-and mobile-broadband

uptake confirm what has been observed on the ground. In developed countries, fixed -broadband infrastructure and services were

countries, and before fast mobile-broadband services and smartphones entered the market This has contributed to the higher uptake of

fixed broadband in developed countries. In Chart 1. 4: Active mobile-broadband subscriptions by level of development, 2007-2014 (left) and by

region, 2014*(right Note:**Estimate Source: ITU World Telecommunication/ICT Indicators database 83.7 32.0 21.1

6. 3 0 10 20 30 40 50 60 70 80 90 Developed World Developing

Furthermore, the mobile market has benefited from a more liberal regulatory approach than the fixed market

smartphone, tablet) and SIM CARDS Looking towards the future, the growth potential for mobile broadband looks promising, as

data based on ITU and Telecom Advisory Services calculations more and more countries upgrade their mobile networks. As mentioned earlier, 2g population

coverage stands at over 90 per cent worldwide Data on 3g population coverage are less

available. According to ITU estimates, global 3g population coverage stood at around 50 per cent by end 2012,

and there were still sizeable rural -urban gaps. Rural population coverage ranged from 100 per cent in the Gulf countries of United

more and more countries are deploying 3g +technologies and services, and given the strong growth in mobile-broadband subscriptions.

At the same time, the issue of spectrum allocation will have to be addressed to ensure that the

backbone capacities and international Internet bandwidth. Indeed, without further deployment of backbone infrastructure, service providers are

3g 4g %1g 2g 3g 4g %0 10 20 30 40 50 60 70 80

90 100 Developing countries Chapter 1. Recent information society developments 8 Chart 1. 6: Rural population covered by at least a 3g mobile network, 2009-2012

Source: Partnership (2014) based on ITU data Percentage of rural population covered by at least a 3g mobile

network 2012 or 2011 Percentage of rural population covered by at least a 3g mobile network 2010

Percentage of rural population covered by at least a 3g mobile network 2009 0 0 0

0 0 0 0 0 0 0 0 0 1 5 11 31 32 32

34 36 38 41 42 42 46 50 50 50 55 55 58 60 61

63 65 68 69 69 77 77 77 78 81 84 86 87 88 88

is the amount of international Internet bandwidth available in countries and regions such bandwidth being a key requirement for

Over the past decade, international Internet bandwidth has climbed sharply, from around 1 600 Gbit/s in 2001 to 60 400 Gbit/s in 2010 and

ITU Trends in Telecommunication Reform, 2014 of the world. Growth in international bandwidth has been strong in all regions, and the share

leads by far in terms of international Internet bandwidth, accounting for more than 50 per cent of the world†s total (2013), compared with

Europe†s leadership in international Internet bandwidth is explained by the advanced level of broadband adoption and usage

Internet. As a result, the Internet backbone network in the region is interlinked by means of several Internet exchange points (IXPS

that interconnect national networks and give them access to the global Internet. Indeed some of the world†s largest IXPS are located

in Europe and have an international reach such as for instance the German Commercial Internet Exchange (DE-CIX), the Amsterdam

Internet Exchange or the London Internet Exchange. 6 The United kingdom stands out as a prominent global hub for international

3%2 %85 %4 %6 %Africa Arab States Asia & Pacific CIS The americas 0. 4

0. 7 2. 6 1. 6 1. 3 0 0. 5 1. 0 1. 5

Total international Internet bandwidth (Gbit/s), by level of development (left) and regional share right), 2004-2013

ITU World Telecommunication/ICT Indicators database connectivity, because of the strong internal demand and also its location:

Internet bandwidth in the UK accounts for almost twice as much as Africa, Arab States and CIS combined,

available international bandwidth on Internet 0 20'000 40'000 60'000 80'000 100'000

per Internet user. This indicator has increased significantly between 2004 and 2013. There are huge differences, however, between developed

Household access to the Internet is the ultimate way of guaranteeing an inclusive information society in which all people, irrespective of age

level of disability, can access the Internet within the privacy and proximity of their own home. A

Internet will eventually ensure access for all households nationwide. Household access is also mostly shared access, whereby all family

International Internet bandwidth (bit/s) per Internet user, by region, 2004 and 2013 Source: ITU World Telecommunication/ICT Indicators database

221 420 1'213 702 4'384 11'572 8'074 19'037 21'472

43'072 53'992 -10'000 20'000 30'000 40'000 50'000 60'000

in Africa have Internet, and growth remains at a high 18.4 per cent, which is more than twice the

highest number of households with Internet Chart 1. 10: Percentage of households with Internet access, by level of development, 2005-2014 (left) and

ITU World Telecommunication/ICT Indicators database 78.0 57.4 53.0 43.6 36.0 35.9 11.1 0 10

Internet As is the case with other indicators, there is a significant urban-rural divide when it comes to

that household Internet penetration in urban areas is 4 per cent higher than in rural areas

Internet than rural households (Partnership 2014). 8 Available data also show that Internet access in rural households is growing slowly

78.4 43.6 31.2 5. 0 0 10 20 30 40 50 60 70 80 %Developed

households from purchasing Internet services At the same time, the benefits brought by ICTS and the Internet are especially impactful in

rural areas, which often also lack access to other infrastructure and public services. Therefore connecting rural households to broadband

Internet plays a greater role in those areas. Data on public access is collected by ITU through its

such as privately operated Internet cafes, as well as community-type facilities, which typically provide Internet access free of charge.

also constitute an important location for Internet access, especially in rural areas, although access is limited often to students and teachers and

role in terms of providing access to the Internet they are open to the public, their branches are

the Internet, even though 31 per cent of post offices have a broadband Internet connection Chartâ 1. 11), with major differences across regions

Chart 1. 12. These numbers refer to 2012, and have increased most probably somewhat today Nevertheless, there is huge potential if all post

offices were provided with broadband Internet and offered this as a service to the public According to the Universal Postal Union (UPU

Internet access and post offices with broadband Internet access, 2012, by level of development Note: Simple averages

small towns had access to the Internet, while with 60 per cent coverage half of all rural areas

to the Internet in public libraries from 2007 to 2009.10 While the results point to improvements

in the telecommunication sector In 2012, total telecommunication revenue stagnated at around USD 1. 88 trillion,

or 2. 7 per cent of world GDP (Chart 1. 13 After the slump experienced during the

The evolution of telecommunication revenues in developed countries follows the overall pattern of their economies as a whole (in

telecommunication services. In addition to the adverse economic context, the voice market in developed countries is declining or reaching

growth in telecommunication revenues in 2012 hence mitigating the global decrease in revenues experienced in 2012.

progress of telecommunication revenues seen Chart 1. 13: Telecommunication revenues, world and by level of development, 2007-2012, total in USD

left) and annual growth (right Note: †World†includes 103 countries accounting for 96 per cent of world GDP. †Developed†includes 40 developed countries accounting for 99 per cent of total

countries†share of total telecommunication revenues increased from 26 per cent in 2007 to 32 per cent in 2012, thus approaching their

the telecommunication sector in the economic growth of the developing world. For example, in the recent revision of Nigeria†s GDP, it was found

that the telecommunication industry accounted for more than a quarter of the upgrade in GDP. 12

telecommunications, which is fundamental to supporting ICT uptake and innovation. In 2012 investment grew by 4 per cent to USD 307 billion

telecommunication investment persisted in 2009 -2 per cent. The overall economic environment of restricted access to capital markets and the

telecommunication infrastructure and services has been more stable, with a smaller drop in 2008(-4 per cent) and moderate growth in the

share of global telecommunication revenues generated in developing countries 32 per cent The investment-to-revenue ratio in the

telecommunication sector stood at 17 per Chart 1. 14: Annual investment by telecommunication operators, world and by level of development

2007-2012, total in USD (left) and annual growth (right Note: †World†includes countries accounting for 91 per cent of world GDP. †Developed†includes 35 developed countries accounting for 98 per cent of total GDP

telecommunication services, USD 17 were reinvested in capital expenditure (i e. in upgrading the fixed assets needed to extend

and improve telecommunication services. The investment-to-revenue ratio was somewhat lower in developed countries (15 per cent) than

On the one hand, telecommunications is a capital-intensive industry and part of the capital investments are delivered by global

Internet users ITU estimates that, by end 2014, almost 3 billion people will be using the Internet, corresponding

to a global penetration rate of 40.4 per cent (Chart 1. 15. This compares to 2. 7 billion people and 38

using the Internet, 90 per cent of whom live in the developing world. While more than three out of

Nevertheless, Internet usage is growing steadily, at 6. 6 per cent in 2014 †3. 3 per cent

countries, the number of Internet users will have doubled in five years (2009-2014), and two-thirds

of today†s Internet users live in the developing world. Growth rates are highest in LDCS (13 per

Individuals using the Internet, by level of development, 2005-2014 (left) and by region 2014*(right

ITU World Telecommunication/ICT Indicators database 78.3 40.4 32.4 8. 0 %0 10 20 30

Internet usage varies considerably across regions. In Europe, Internet usage on average is approaching saturation levels, with almost 75 per

cent penetration and low growth of 2. 3 per cent during the past year. In Africa, the region with the

lowest Internet penetration rate (19 per cent Internet usage is growing strongly at 13 per cent

and almost twice as many people will be online by the end of this year compared with only four

of the world†s Internet users live in this region The two countries combined are home to around

860â million Internet users, almost 30 per cent of the world†s total and 66 per cent of Internet users

in the Asia-Pacific region. Penetration rates in the two countries differ greatly, though, reflecting

of Internet users in China is 46 per cent, it is only 18â per cent in India

Internet usage in The americas region is relatively high: with almost 66 per cent penetration it is much higher than household Internet

access (57â per cent. This suggests that shared household access as well as access outside the home is more common in the region.

cent Internet penetration compared with 11 per cent of households with Internet access. In view of infrastructure limitations and a lack of

the Internet at locations outside the home, such as at work, school or public access facilities

Internet content and use of social media The growth in Internet users has witnessed a parallel, steep growth in the volume of Internet

content. More and more people are actively participating in the information society by creating, sharing and uploading content and

using social media and other Internet-based applications, covering a large range of topics and sectors. While measuring online content

and website use is a challenging task on account of the sheer volume of information available

an attempt to do so has been made by the Partnership on Measuring ICT for Development in its final review of achievement of the WSIS

targets, which includes an assessment of Internet content (Partnership, 2014. Some key findings featured in the report are presented below

Over the past decade, the number of websites has been growing at exponential rates and according to estimates by Netcraft, there were

185 million active sites at the beginning of 2014 Google remains the leading search engine in most countries, and accounts for around 90

per cent of the search market. 16 The number of daily Google searches reached almost 6 billion

by end 2013 (Chart 1. 16) and the total number of searches made through Google in 2013

exceeded 2 trillion Social media sites have become the most accessed websites by users in both developed

Chart 1. 16: Growth in daily Google searches 2007-2013 Source: Partnership (2014), based on http://www. statisticbrain. com/google-searches

/0 2'000 4'000 6'000 8'000 2013 2012 2011 2010 2009 2008

2007 Millions of searches 17 Measuring the Information Society Report 2014 and developing countries. Since its creation in

2004, Facebook has grown to comprise 1. 3 billion active users by end 2013, a growth of 22 per cent

Internet users (ITU, 2011. Twitter, the leading international microblogging service, founded in 2007, has grown to comprise 646 million active

out of an estimated 582 million Chinese Internet subscribers (Partnership, 2014 More than 6 billion hours of video are being

on Youtube, the leading international video -filesharing site with services in 61 countries. As of

early 2014, Youtube boasted more than 1â billion unique visitors monthly Other top popular websites include Amazon

Wikipedia and Linkedin as well as various news and online e-market sites at the national level

see below on e-business. Wikipedia, the largest and most widely used online encyclopaedia featured more than 30 million articles by end

2013 (Chartâ 1. 18. Articles are now available in 287 languages across 30 million pages of

content. By February 2014, Wikipedia registered more than 20 billion page views per month by Internet users.

At the same time, the proportion of articles in English has decreased significantly †from 46 per cent in 2003 to 15 per cent in 2013

†while those in other languages have increased accordingly, although pages viewed are still predominantly in English and the proportion of

contributors writing in English is more than 50 per cent While these numbers illustrate the huge increase

in Internet content and usage overall, a more nuanced analysis needs to be carried out to identify digital divides.

Growth in Facebook monthly active users, 2004-2013 (millions of users Source: Partnership (2014), based on http://www. theguardian. com/news

/datablog/2014/feb/04/Facebook-in-numbers-statistics, accessed 6 March 2014. Data sourced from Facebook

0 500 1'000 1'500 2013 2012 2011 2010 2009 2008 2007 2006 2005

Wikipedia articles †total and English language, 2003-2013 (thousands of articles Source: Wikipedia statistics at

http://stats. wikimedia. org/EN/Tablesarticlestotal. htm 0 5'000 10 000 '15 000 '20 000

businesses with websites was lower, accounting on average for 71 per cent and ranging from 36

are making use of social media. In 2013, around 30 per cent of European enterprises used social

mostly related to social networks (e g. Facebook followed by multimedia content sharing websites (e g. Youtube) and blogs (e g.

Twitter In the developing world, data on ICTS in enterprises are scarce and only collected by few

countries. The proportion of businesses with Internet access varies between 48 per cent in Azerbaijan and 97 per cent in Lebanon. 19 Of

these, not all have broadband access, which is essential to enable businesses to engage in, and take full advantage of, the potential of

In addition, Internet access differs enormously according to the size and location of the enterprise †small and

Total Internet domain registrations by world region, 2003,2008 and 2013 Source: Partnership (2014. Data supplied by Zooknic,

backbone connectivity and international Internet bandwidth is still lacking in many regions of the developing world.

the Internet to provide services to their citizens E-government contributes to increased efficiency and greater transparency and accountability in

have established central websites and that more than 50 per cent of countries provide links to

sites (UNDESA, 2014. Efforts are needed still to connect lower-tier administrations in countries When it comes to the provision of e-services

and services on government website portals increased threefold, with 70 per cent of countries providing a one-stop shop portal in 2012, as

had a government web presence, and almost all countries in Europe †and the majority of

Fixed-broadband access in enterprises using the Internet, selected countries, 2005-2012 Source: UNCTAD Information Economy Database, 2014, available at unctadstat. unctad. org

particular broadband Internet) is a basic infrastructure requirement in today†s information society. Access to high-speed Internet is

necessary to enable students to use the Internet for educational purposes, and helps enhance education administration through the electronic

exchange of forms, data and other information Internet access in schools also achieves cost efficiencies by automating manual tasks and

place where young people can use the Internet see section 1. 3 above. Therefore, they can also

Internet is lower on average, although much progress has been made in recent years. There are significant differences across countries, even

Chart 1. 22 also shows the type of Internet access schools have, in particular the share of

Internet access (out of all schools with Internet access) is still low, suggesting that, in those

growth of mobile-broadband services, it may be expected that more and more schools will have broadband access in the near future and that the

Internet Fixed broadband Internet P e rc e n ta g e o f s

c h o o ls 0 10 20 30 40 50 60 70 80 90

has been very effective in improving Internet access in schools, resulting in 78 per cent of

schools being connected to the Internet in 2013, compared to just 44 per cent in 2009

Internet connectivity in schools also depends on the development of the national telecommunication infrastructure and on

whether service providers have reached out to rural and sometimes geographically difficult areas with low population density (Partnership

While connecting schools to the Internet and other ICTS is essential in order to foster e-education, it is equally important to look at

telecommunication statistics which have been collected by ITU for decades. In the wake of WSIS, and with the increasing focus

infrastructure, household access and Internet users. For example at the beginning of the century, only around a dozen developing countries collected data on Internet users, while today there are

almost 50 developing countries collecting this indicator through official surveys (Chart Box 1. 2). Data on household access to

the Internet or a computer are now being collected by more than 100 economies worldwide, and data on Internet use in

businesses by almost 70 countries, although not on a regular basis (Partnership UNSC 2011. Similarly, whereas no data were

Internet user data through official surveys, by level of development Note: Chart shows countries that have collected data on the number of

Internet users through official national surveys. Data are presented in three-year intervals and include countries that have collected

and foster access to and increased use of telecommunications/ICTS Target 1. 1: Worldwide, 55%of households should have access to the Internet by 2020

Target 1. 2: Worldwide, 60%of individuals should be using the Internet by 2020 Target 1. 3:

Worldwide, telecommunication/ICTS should be 40%more affordable by 2020a Goal 2. Inclusiveness †Bridge the digital divide and provide broadband for allb

Target 2. 1. A: In the developing world, 50%of households should have access to the Internet by 2020

Target 2. 1. B: In the least developed countries (LDCS), 15%of households should have access to the Internet by 2020

Target 2. 2. A: In the developing world, 50%of individuals should be using the Internet by 2020

Target 2. 2. B: In the least developed countries (LDCS), 20%of individuals should be using the Internet by 2020

Target 2. 3. A: The affordability gap between developed and developing countries should be reduced by 40%by 2020

Gender equality among Internet users should be reached by 2020 Target 2. 5. B: Enabling environments ensuring accessible telecommunications/ICTS for persons with disabilities should be established in all

countries by 2020 Goal 3. Sustainability †Manage challenges resulting from telecommunication/ICT development Target 3. 1:

Cybersecurity readiness should be improved by 40%by 2020d Target 3. 2: Volume of redundant e-waste to be reduced by 50%by 2020

Greenhouse gas emissions generated by the telecommunication/ICT sector to be decreased per device by 30%by 2020

and adapt to the changing telecommunication/ICT environment Target 4. 1: Telecommunication/ICT environment conducive to innovation

Target 4. 2: Effective partnerships of stakeholders in the telecommunication/ICT environment society and international organizations should be

involved. New data sources could include big data mostly provided by private-sector companies which could help â€oeimprove the timeliness and

of data, provided by, for example, Internet and telecommunication companies. Second, the spread and use of ICTS allow public and private

entities across all economic sectors to produce store and analyse huge amounts of data. At the

is primarily on the telecommunication/ICT sector as a source of big data, including players such

mobile and Internet sectors. Delegates attending the eleventh World Telecommunication/ICT Indicators Symposium (WTIS) in Mexico city in

December 2014 recommended that ITU should further examine the challenges and opportunities of big data, in particular data coming from ICT

telecommunications •What is the role of national statistical offices and how can big data complement official ICT data

telecommunications inform not only ICT but broader development policy in real time, leading to prompt and more

1 Refers to countries where fixed-telephone penetration increased by more than 1 per cent in 2014

4 4g refers to fourth-generation mobile network or service. It is a mobile-broadband standard offering both mobility and very

high bandwidth, such as long-term evolution (LTE) networks (ITU Trends 2014 5 Data collection on Europe and North america will follow in 2014

8 For further discussion on progress made towards connecting rural households to the Internet, see Partnership (2014

http://annualreport2012. telefonica. com/pdf/FINANCIERO 2012 ENG. pdf 14 For example, the cost of buying a mobile cell tower in Europe

telecommunication operators 15 For instance, the average revenue per user per month for GSM services in India was less than USD 2 in March 2012, almost

unchanged from March 2011. Source: TRAI Annual Report 2011-12, p. 2, available at: http://www. trai. gov. in/Writereaddata

17 http://www. statisticbrain. com/twitter-statistics /18 Eurostat news release of 16 december 2013 and

of national online services, telecommunication infrastructure and human capital in all countries. See http://unpan3. un. org/egovkb/global reports/index. htm

34 For further information on the work on big data carried out by the ITU Telecommunication Standardization Bureau (TSB),

-telephone subscriptions, mobile-cellular telephone subscriptions, international Internet bandwidth per Internet user households with a computer, and

households with Internet access •Use sub-index: This sub-index captures ICT intensity, and includes three ICT intensity

and usage indicators (individuals using the Internet, fixed (wired)- broadband subscriptions, and wireless-broadband subscriptions

•Skills sub-index: This sub-index captures ICT capability or skills as indispensable input indicators.

characterizing intense Internet use, and is therefore included in stage 2 (as an indicator in the use sub

Telecommunication/ICT Indicators (EGTI) and the ITU Expert Group on ICT Household Indicators EGH)( Box 2. 1

•Percentage of individuals using the Internet The suggested reference period for latest Internet usage was changed from the last

twelve months to the last three months The twelvemonth period is used still by some countries,

that Internet usage is now sufficiently frequent that the majority of users will be captured with the shorter time-frame

the Expert Group on Telecommunication/ICT Indicators EGTI) and the Expert Group on ICT Household Indicators (EGH

periodically report back to the World Telecommunication/ICT Indicators Symposium (WTIS), ITU€ s main forum on ICT statistics

for the indicators international Internet bandwidth per Internet user and mobile-cellular subscriptions per 100 inhabitants would be reviewed.

For international Internet bandwidth per Internet user, the methodology used in previous IDI calculations was kept,

as there is no limit to the maximum value that could be achieved by a country. The reference value employed for this

The reference value for mobile-cellular subscriptions was lowered to 120. This value was derived from examining the distribution

of countries based on their mobile-cellular subscriptions per 100 inhabitants in 2013. In order to determine the reference value, prepaid

group of countries (23 countries with a mobile -cellular penetration between 110 and 120 per

-SIM ownership is driving up mobile-cellular subscription numbers, which is an issue in prepaid and, to a lesser extent, also in postpaid

early to substitute the current mobile-cellular subscription data in the IDI with mobile-phone user data.

international Internet bandwidth, a review of the definition of the indicator is currently under discussion in EGTI

percentage of individuals using the Internet changing the reference period to the last three months) and percentage of

excluding smartphones •Differences among countries included in the IDI. The calculation of the IDI ranking

%1. Fixed-telephone subscriptions per 100 inhabitants 2. Mobile-cellular telephone subscriptions per 100 inhabitants 3. International Internet bandwidth (bit/s) per Internet user

4. Percentage of households with a computer 5. Percentage of households with Internet access 60 120

787†260 *100 100 20 20 20 20 20 ICT use Reference value %6. Percentage of individuals using the Internet

7. Fixed (wired)- broadband subscriptions per 100 inhab. itants 8. Wireless-broadband subscriptions per 100 inhabitants

with 93 per cent of households with Internet access and households with a computer by end

The Danish Internet service provider (ISP) TDC is making investments to provide access to ultra-fast speeds for over

abundant international Internet bandwidth of more than 260 000 bit/s per Internet user in 2013 Denmark tops the IDI use sub-index.

The country†s broadband market is particularly well advanced. At 107 per cent, it has one of

ITU World Telecommunication/ICT Indicators database 33 35 36 38 40 110 75 87 105

ITU World Telecommunication/ICT Indicators database have access to mobile broadband at speeds of at

least 10 Mbit/s. 10 The Republic of korea ranks second in the IDI 2013. The former leader in the IDI 2012

Korea was the first country to offer 3g services commercially in 2002, and LTE was offered first

first LTE network, leading operator SK TELECOM reported that it passed the 10 million LTE subscriber mark in April 2013;

In July 2013, SK TELECOM launched the â€oeworld`s first LTE-Advanced Networkâ€, with speeds of up

highest proportion of households with Internet access worldwide. A somewhat lower proportion of 81 per cent of households have a computer

International Internet bandwidth is relatively low compared to other top IDI countries, at just over

volume of local content, and domestic Internet bandwidth was compared ten times higher with international bandwidth Third-placed Sweden records an IDI value of

Internet bandwidth. The United kingdom stands out as the most dynamic of the top ten IDI

were covered by a 3g signal and 26 per cent of the population was covered by an LTE network. 12

correlated with regular use of the Internet, which underlines the importance of household access. 14

with Internet) of at least 88 per cent. Iceland and The netherlands display the highest levels of

High levels of Internet connectivity at home and the availability of mobile Internet translate into high degrees of Internet usage in the IDI€ s top

ten countries. The Nordic countries stand out with the highest percentage of Internet users globally. In Iceland, 97 per cent of the (in-scope

population is using the Internet and 95 per cent of Norwegians, Swedes and Danes are online. 19

The availability of international Internet bandwidth is critical for ICT development. All IDI top performers benefit from the abundant

availability of international Internet bandwidth Bandwidth is highest (per Internet user) in such hubs as Luxembourg, Iceland, Sweden and the

United kingdom Hong kong (China) made its entry into the top ten of the IDI 2013, up from 11th position

in 2012. The economy ranks in ninth position with an IDI value of 8. 28.

Hong kong (China) is particularly strong on the access sub-index of the IDI, in which it ranks fourth.

provision of international Internet bandwidth a policy priority in order to secure reliable and low-latency Internet connectivity (see MIS 2013

In 2013, international Internet bandwidth stood at 1. 7 million bit/s per Internet user, which is

the second highest value after Luxembourg†s Hong kong (China) has the second highest fixed-telephone penetration globally, at 63 per

cent, and relatively high levels of household ICT connectivity, at 80 per cent of households with

Internet and 82 per cent with a computer. Both fixed-broadband (31 per cent) and wireless

-broadband (95 per cent) penetration are very high in Hong kong (China Dynamic IDI countries Even though most countries do not dramatically

Globally, the number of mobile-broadband subscriptions20 grew by 24 per cent from 2012 to 2013.

were late adopters of 3g technology. For instance, mobile-broadband services were only commercialized in mid-2013 in Burkina faso, 21

Congo, 3g was launched in late 2011 by Airtel Congo, and the entry of a second operator (MTN

significant amounts of international Internet bandwidth and increased international Internet bandwidth per Internet user from around 6 000

bit/s in 2012 to close to 12 000 bit/s per user in 2013. The submarine cable system spans

Africa†s west coast, from South africa to CÃ'te d†Ivoire, and connects it to Europe.

international Internet connectivity, which is of particular importance for enabling an island state such as Cape verde to join the information

and by 2013 operator CVMOVEL had expanded 3g services to all the islands of the archipelago. 23

2008 by state-owned operator Bhutan Telecom under its B-Mobile brand), major developments took place in 2013 that helped to boost

per cent in 2013 (see Chart 2. 3). Bhutan Telecom expanded its 3g services, which had been limited

to the nation†s capital Thimphu, to 15 out of 20 districts in Bhutan. Some USD 10.9 million were

mobile network. 24 Furthermore, Bhutan Telecom launched its high-speed 4g services in Thimphu Chart 2. 3:

Wireless-broadband penetration Bhutan, 2008-2013 Source: ITU World Telecommunication/ICT Indicators database 0. 0

0. 1 0. 3 1. 0 2. 5 15.6 0 2 4 6 8 10

The launch of mobile-broadband services by the country†s only private-owned operator Tashi Cell in late 2013 has helped

of social media and increased availability of smartphones. 26 Bolivia is among the most dynamic countries on

the access sub-index(+4 ranks), and also shows good progress in the generally more dynamic

an important increase in international Internet bandwidth. International Internet bandwidth per Internet user27 almost doubled between

2012 and 2013, climbing to 9 000 bit/s per user While this is still one of the lowest absolute

figures in The americas region (only Cuba has a lower bandwidth per Internet user), it indicates that good progress in being made in improving

connectivity in the country. Bolivia has seen an important increase in wireless-broadband penetration, from 7 per cent in 2012 to 14 per

Bolivia launched its first telecommunication satellite â€oetupac Katari†in late 2013.28 ENTEL †Bolivia†s state-owned operator †is contracting

Internet bandwidth (close to 82 000 bit/s per Internet user. 30 It is well-connected to its neighbouring countries in the CIS region

and to Europe through two Black sea fibre -optic cables and terrestrial links. 31 This laid the

households to the Internet †penetration increased from 27 per cent in 2012 to 35 per

Internet stands at 96 per cent and the proportion of households with a computer at 97 per cent

-2013, the ownership of devices such as mobile phones and laptops increased significantly within the country†s mainstream population. 32

The report also highlights discrepancies in ICT connectivity between Qataris and westerners on the one hand, and transient labourers

westerners have an Internet connection at home penetration stands at 85 per cent for the overall population.

Smartphone penetration is also much lower among transient labourers (24 per cent). ) Therefore, â€oeincreasing the penetration of

newer devices such as smartphones and tablets particularly in specific demographic segments like the transient labour population†is one of the

1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with a computer Households

with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment

Tertiary enrolment Literacy Bhutan 2012 2013 0. 0 0. 2 0. 4 0. 6 0. 8

1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with a computer Households

with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment

Tertiary enrolment Literacy Bolivia 2012 2013 0. 0 0. 2 0. 4 0. 6 0. 8

1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with a computer Households

with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment

Tertiary enrolment Literacy Bosnia and herzegovina 2012 2013 0. 0 0. 2 0. 4 0. 6 0. 8

1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with a computer Households

with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment

Tertiary enrolment Literacy Burkina faso 2012 2013 0. 0 0. 2 0. 4 0. 6 0. 8

1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with a computer Households

with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment

Tertiary enrolment Literacy Cape verde 2012 2013 0. 0 0. 2 0. 4 0. 6 0. 8

1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with a computer Households

with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment

Tertiary enrolment Literacy Estonia 2012 2013 53 Measuring the Information Society Report 2014 Figure 2. 3:

IDI spider charts, selected dynamic countries, 2012 and 2013 (continued 0. 0 0. 2 0. 4

0. 6 0. 8 1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with

a computer Households with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions

broadband Secondary enrolment Tertiary enrolment Literacy Fiji 2012 2013 0. 0 0. 2 0. 4

0. 6 0. 8 1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with

a computer Households with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions

broadband Secondary enrolment Tertiary enrolment Literacy Georgia 2012 2013 0. 0 0. 2 0. 4

0. 6 0. 8 1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with

a computer Households with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions

broadband Secondary enrolment Tertiary enrolment Literacy Gambia 2012 2013 0. 0 0. 2 0. 4

0. 6 0. 8 1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with

a computer Households with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions

broadband Secondary enrolment Tertiary enrolment Literacy Mali 2012 2013 0. 0 0. 2 0. 4

0. 6 0. 8 1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with

a computer Households with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions

broadband Secondary enrolment Tertiary enrolment Literacy Oman 2012 2013 0. 0 0. 2 0. 4

0. 6 0. 8 1. 0 Mobile-cellular subscriptions International Internet bandwidth per Internet user Households with

a computer Households with Internet Fixed-telephone subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions

broadband Secondary enrolment Tertiary enrolment Literacy Qatar 2012 2013 Chapter 2. The ICT Development Index (IDI

54 Looking to the future, the country released its first national broadband plan in 2013, which

prioritizes broadband infrastructure development to make services faster, more affordable and more secure. One of the core projects

of the Qatar National Broadband Network is the deployment of a fibre-optic network infrastructure. 33

Chart 2. 1: Fixed (wired)- broadband and wireless -broadband subscriptions per 100 inhabitants, top five IDI countries, 2013

Source: ITU 33 35 36 38 40 110 75 87 105 107 0 50 100 150

Sweden Iceland United kingdom Korea (Rep Denmark Per 100 inhabitants Wireless-broadband subscriptions Fixed (wired)- broadband subscriptions

Chart 2. 4: Proportion of households with a computer and proportion of households with Internet access, 2012-2013, Qatar

Source: ITU World Telecommunication/ICT Indicators database 91.5 88.1 97.2 96.4 0 10 20 30

40 50 60 70 80 90 100 Households with a computer Household with Internet access

2012 2013 P e r 1 0 0 h o u se h o ld

s Thailand is one of the most dynamic countries on the use sub-index(+34 ranks),

which led to an improvement in its overall IDI ranking from 91st in 2012 to 81st in 2013.

In particular, the country†s wireless market proved to be extremely vibrant during the period 2012-2013:

more than 7 million new mobile-cellular subscriptions and close to 28 million new wireless-broadband subscriptions

were added within one year. Penetration rates stand at 138 per cent for mobile-cellular and

52 per cent for wireless-broadband services by end 2013. This is one of the highest wireless

-broadband penetration rates in Asia and the Pacific, only surpassed by the region†s high

-income economies. The launch of 3g was much anticipated in Thailand, following the long delay

in the auctioning of 3g licences. In December 2012, licences were awarded finally to three Thai operators, 34 providing high-speed mobile

Internet connectivity to users. The rapid uptake of mobile-broadband services was spurred by heated competition among operators offering

subsidized smartphones and promotions on mobile data plans. 35 During 2013, operators further extended their wireless infrastructure and services

throughout Thailand, and are planning to provide further network updates. 36 Figure 2. 3: IDI spider charts, selected dynamic countries, 2012 and 2013 (continued

Note: These charts show normalized values of the indicators included in the IDI Source: ITU

0. 0 0. 2 0. 4 0. 6 0. 8 1. 0 Mobile-cellular subscriptions

International Internet bandwidth per Internet user Households with a computer Households with Internet Fixed-telephone subscriptions

Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment Tertiary enrolment Literacy Thailand 2012

2013 0. 0 0. 2 0. 4 0. 6 0. 8 1. 0 Mobile-cellular

subscriptions International Internet bandwidth per Internet user Households with a computer Households with Internet Fixed-telephone

subscriptions Internet usersfixed-broadband subscriptions Active mobile -subscriptions broadband Secondary enrolment Tertiary enrolment Literacy United arab emirates

2012 2013 55 Measuring the Information Society Report 2014 2. 3 Monitoring the digital divide:

Developed developing and least connected countries Tracking the global digital divide is one of the main objectives of the IDI.

The digital divide can be understood as the difference in ICT development within and between countries, regions or other

groupings. In this section, IDI performance will be analysed and compared with regard to levels of economic) development, and on the basis of IDI

groupings (based on IDI values. The digital divide is measured by looking at differences in IDI values between these different groups.

As a composite index that consolidates several ICT indicators into one single value, the IDI is an especially useful tool

for comparing differences in ICT developments Based on the 2013 and 2012 data presented in this chapter, the current (2013) global divide is

measured and differences from 2012 are identified This also serves to determine whether the digital divide has been increasing

or decreasing over the past year. Special emphasis is placed on those countries that lie at the bottom of the IDI †the so

-called â€oeleast connected countries†(LCCS The analysis of IDI values by level of development reveals a significant disparity between developed

and developing countries. Developed countries reach an average IDI value of 7. 20, while the

developing-country average is almost half that, at 3. 84. The increase in average value between 2012

and 2013 was almost the same in developing +0. 17) and developed countries(+0. 18) when

measured in absolute terms (Tableâ 2. 7). This indicates that developing countries †as a group †are not progressing enough in terms of ICT

development to close the gap. Given their lower starting point, however, the average IDI value of

developing countries increased twice as much +4. 9 per cent) compared to developed countries +2. 5 per cent) when measured in relative terms

Chart 2. 5 The range of IDI values is much higher in developing countries, a group that includes

both top IDI countries such as the Republic of Korea as well as LCCS. The measures of dispersion

and variation (Stdev, CV and range) continue to increase, indicating that disparities within the group of developing countries are rising

Furthermore, the minimum value is not only significantly lower in developing than in developed countries, but has increased also much less.

While both developed and developing countries exhibit progress in ICT development, the analysis shows that developing countries are not advancing

enough to catch up with developed countries and that within the group of developing countries disparities in ICT development continue to rise

The most important increases in the access-sub index occurred in developing countries, with an

average value increase almost three times that of developed countries. At the same time, the difference in average value (between developed

and developing countries) is lower than in the use Table 2. 7: IDI by level of development, 2012-2013

Note:**Simple averages. Stdev=Standard deviation, CV=Coefficient of variation Source: ITU IDI 2012 IDI 2013 Change in

average value 2012-2013average value*Min. Max. Range Stdev CV Average value*Min. Max. Range Stdev CV

World 4. 60 0. 93 8. 81 7. 87 2. 19 47.61 4. 77 0. 96 8. 86 7. 90

2. 22 46.44 0. 17 Developed 7. 03 4. 42 8. 78 4. 35 1. 08 15.39 7. 20 4. 72 8. 86 4. 14 1

. 03 14.24 0. 18 Developing 3. 67 0. 93 8. 81 7. 87 1. 75 47.61 3. 84 0. 96 8. 85 7. 89 1

. 80 46.93 0. 17 Chapter 2. The ICT Development Index (IDI 56 sub-index, showing that developing countries

are improving their ICT infrastructure, which is a prerequisite for intensifying ICT usage (Chart 2. 6). However, progress was slower than in the

other sub-indices of the IDI. Fixed-telephone penetration is decreasing in developing and developed countries.

Mobile-cellular subscription growth rates are slowing down, indicating that mobile-cellular penetration is nearing saturation

including in developing countries. The growth in household ICT connectivity is much higher in developing countries, where around three

-quarters of households are connected not yet to the Internet, leaving ample room for growth This also holds true for international Internet

bandwidth, which is still at very low levels in many developing countries The use sub-index is the most dynamic,

showing the biggest improvements, particularly in developing countries. However, the average value is lowest in this sub-index,

affording the biggest potential for growth. The difference in average value between developed and developing

countries is also highest in the use sub-index which underlines that significant differences exist

with regard to the intensity of ICT usage (Chart 2. 7). In many developing countries, the availability

and uptake of wireless-broadband and fixed -broadband services in particular is still relatively limited. On average, fixed-broadband penetration

reached 6 per cent in developing countries by end 2013, compared with 27 per cent in developed

countries. While many developing countries saw important increases in their use sub-index value following the introduction of 3g services in

2012/2013, there were still a few countries that had launched not services by end 2013. In 2014

the developing world, were not using the Internet Bringing those people online is an important task

International Internet bandwidth availability is limited very, thus constraining Internet connectivity and driving up ICT prices

which in turn hampers usage of ICTS. Few households (less than 5 per cent in the majority of LCCS) are connected to the

Internet and fewer than 5 per cent of households in all LCCS have a computer.

of LCCS, few people use the Internet: an estimated less than 2 per cent the population is online in Eritrea, Myanmar, Guinea

skills and fixed telecommunication infrastructure Table 2. 9: Partial correlation analysis of IDI, population and geographic characteristics

inhabitants covered by a 2g mobile-cellular signal by 2013. On the other hand, 3g mobile -cellular coverage was comparatively low for

0 1 2 3 4 5 6 7 8 9 10 0 10000 20000 30000 40000 50000 60000

pronounced when it comes to data on Internet access and use. Access to the Internet (be it

narrowband or broadband, fixed or wireless) is extremely low for rural households in developing countries, while rural households in developed

economic means to pay for broadband Internet services, as well as the skills to make effective use of ICTS.

Goal 8 (fixed-telephone and mobile-cellular penetration and percentage of Internet users) were considered not,

since they are also included in the IDI •Third, a simple correlation analysis between IDI

of multilingualism on the Internet; and ensure access to ICTS for more than half of world†s inhabitants

of smartphones to capture essential data on the patients and monitor their treatment has accelerated progress.

Furthermore, ICTS such as mobile phones and the Internet can help inform people and allow them to share information

on the use and availability of facilities. 46 Results are mixed for the other targets under MDG 7

Internet Goal 7 The significant positive correlation between percentage change in carbon dioxide (CO2 emissions and percentage increase in IDI

https://ec. europa. eu/digital-agenda/sites/digital-agenda/files/DAE%20scoreboard%202013%20-%20

3-INTERNET%20use%20and%20skills. pdf 8 http://presse. tdc. dk/pressemeddelelser/tdc-klar-til-100-mbit-s-ogsa-pa-kobberkabler-987457

9 https://ec. europa. eu/digital-agenda/sites/digital-agenda/files/DK%20%20-%20broadband%20markets. pdf

12 https://ec. europa. eu/digital-agenda/sites/digital-agenda/files/DAE%20scoreboard%202013%20-%202-BROADBAND%20

14 https://ec. europa. eu/digital-agenda/sites/digital-agenda/files/DAE%20scoreboard%202013%20-%203-INTERNET%20

17 Ofcom and the European union define superfast services as those delivering download speeds of 30 Mbit/s or more

19 In these countries, the in-scope population for data on Internet users is aged individuals 16-74

20 Refers to the indicator active mobile-broadband subscriptions. Mobile-broadband subscriptions generally make up the

22 http://www. thisdaylive. com/articles/a-year-after-wacs-is-faster-more-affordable-mobile-broadband-becoming-a

23 http://www. cvmovel. cv/nacional-gsm-3g-edge-e-gprs 24 http://www. telecomasia. net/content/bhutan-telecom-expand-3g-network

25 http://www. tashigroup. bt/?/p=1058 and http://www. kuenselonline. com/tashicell-goes-3g/#.

/#U4rlg3ksx8e 26 http://www. kuenselonline. com/530-increase-in-mobile-broadband-users/#./#U4rsghksx8e 27 Purchased capacity

Endnotes 81 Measuring the Information Society Report 2014 28 http://www. bbc. com/news/world-latin-america-26850393

35 http://www. telecompaper. com/news/thai-operators-reduce-prices-of-smartphone-data-plans--900198

36 http://www. telegeography. com/products/commsupdate/articles/2013/05/09/true-4g-launch-trumps-rivals-ais-claims

for each of the six ITU Telecommunication Development Bureau (BDT) regions (Africa Americas, Arab States, Asia and the Pacific

increases in mobile-cellular penetration from 2012 to 2013 were registered also in Guinea from 49 per cent to 63 per cent), Mozambique

A lack of international Internet bandwidth is seriously hampering ICT development in Africa Although the region has been connected to

are lacking international Internet connectivity Chart 3. 3: Mobile-cellular subscriptions per 100 inhabitants, 2012 and 2013, Africa

ITU World Telecommunication/ICT Indicators database 0 20 40 60 80 100 120 140 160

1â 000 bit/s of international Internet bandwidth per Internet user at their disposal. Being connected to four international submarine

cable systems, Kenya has the highest amount of international Internet bandwidth, both in total and per Internet user, at 50 000 bit/s per user (see

MIS 2013. Seychelles (24 000 bit/s) and Mauritius 24 500 bit/s) also have relatively high amounts

of bandwidth per Internet user, partly because of their very small populations and hence small number of Internet users

The divide between Africa and the world becomes most visible when looking at ICT household penetration:

by end 2013, on average less than 10 per cent of households in the region had access to the Internet at home,

compared to the global average of 40 per cent and the developing-country average of 28 per cent

While 3g networks are continuing to be built and expanded across the region numerous countries saw some important

Burkina faso, 3g was launched finally in 2013 reaching a penetration of 9 per cent by end

Africa was home to 150 million Internet users by end 2013. This corresponds to around 17 per

of people using a mobile-cellular phone is much lower than the number of subscriptions In Tunisia, 72 per cent of individuals were using

a mobile-cellular phone, compared with a mobile-cellular penetration of 118 per cent in 2012.

of individuals using a mobile-cellular phone Fixed-telephone penetration is extremely low in the Arab States region, with a regional average

of 9 per cent in 2013. This further highlights the importance of mobile networks in the region

Internet cables. The United arab emirates boasts the highest amount of international Internet bandwidth per Internet user (around 52 000

bit/s per user) in the region. Furthermore, the country almost doubled its Internet bandwidth

between 2012 and 2013. Oman, too, saw a significant increase in total international Internet bandwidth, up from 17 792 Mbit/s in 2012 to 82

010 Mbit/s in 2013. In 2013, the Europe-Persia Express Gateway that connects the United Arab

Emirates and Oman to Germany via the Islamic Republic of Iran went live, increasing the region†s

international Internet connectivity. 6 Furthermore the Gulf Bridge International (GBI) system completed its â€oenorth Route†terrestrial link in

households to the Internet in 2013, penetration increasing from 39 per cent in 2012 to 46 per

broadband Internet offers for eligible customers. 8 Wireless-broadband penetration levels vary considerably across the region.

and upgrading their mobile -broadband networks †in Qatar LTE is available throughout the entire country9 †Algeria

as 3g licences were awarded finally to three Algerian operators by end 2013.10 Penetration is also extremely low in Yemen (0. 3 per cent

reach Internet user penetration rates of 50 and 56 per cent, respectively. On the other hand, in the LCCS Mauritania and Djibouti, less than 10 per

ITU World Telecommunication/ICT Indicators database 2012 2013 P e r 1 0 0 i

countries have reached a mobile-cellular penetration of 100 per cent or above by end 2013.

Nepal achieved a mobile-cellular penetration rate of 71 per cent in 2013, up from

million new mobile-cellular subscriptions were added in 2013, taking the penetration rate up to 89 per cent

of international Internet bandwidth in the region, and indeed one of the highest volumes in the world, at close to 9. 5 million Mbit/s12 by

a secure and low-latency Internet connection and the telecommunication regulator has made the attraction of international submarine

cables a policy priority13 (see MIS 2013, Box 2. 10. In 2013, the Southeast asia Japan Cable

system, international Internet connectivity was boosted in these countries. Additional international Internet bandwidth is of particular

importance for sustaining ICT growth and ensuring Internet connectivity for an increasing number of users in populous countries such as

China (with an estimated 600 million Internet users) and the Philippines (with an estimated 36.5 million Internet users by end 2013.

Within the Philippines, domestic connectivity was further improved by connecting some of the Chart 3. 6:

IDI values compared with the global, regional and developing/developed-country averages Asia and the Pacific, 2013

live in the summer of 2013.15 Regional Internet connectivity was enhanced further when the Tonga Cable, connecting Fiji and Tonga, and the

international Internet connectivity; these include in particular, the landlocked and least connected countries Afghanistan, Bhutan and Nepal, with

less than 4 000 bit/s per Internet user The regional divide in the Asia-Pacific region

2008, computers have replaced telephones as the most commonly available ICT device in Thai homes. Furthermore, the majority of households

In Thailand, where 3g was launched very late, wireless-broadband penetration went up from 11 per cent in 2012 to more than 50 per

2014, with China Mobile entering the fixed-line market. 17 China†s broadband strategy, published

ITU World Telecommunication/ICT Indicators database 2012 2013 P e r 1 0 0 i

household penetration of 50 per cent and a 3g penetration rate of 32.5 per cent by 2015.18

Indian Internet users. Comparing the two, the proportion of the population using the Internet is much higher in China (44 per cent) than India

15 per cent. India has one of the lowest rates in the region (and globally:

proportion of Internet users. Japan (86 per cent the Republic of korea (85 per cent) and Australia and New zealand (both 83 per cent) exhibit the

The mobile markets in the CIS are predominately prepaid with typically high rates of multi-SIM ownership

the majority of CIS countries, at least four mobile operators are active in the market. The Russian

-concentrated mobile markets globally, with three national operators and several regional operators competing for 143 million potential customers

number of CIS countries underline that mobile -cellular penetration, measured as the number of mobile-cellular subscriptions, can give no

of subscribers (i e. a mobile-cellular penetration of above 100 per cent does not mean that every

inhabitant has a mobile-cellular subscriptions For instance, whereas mobile-cellular penetration in Ukraine stood at 130 per cent by end 2012,9

of households did not have access to a mobile -cellular telephone in 2012, even though mobile -cellular penetration stood at 108 per cent

having access to the Internet. Total international Internet bandwidth is by far highest in the Russian Federation,

which is connected through a number of terrestrial links to both Europe and the Asia-Pacific region. 20 However, given its

Internet user the country is below most other CIS countries. International Internet bandwidth per Internet user is highest in Moldova (115 845

bit/s per user), followed by Belarus (94 797 bit/s per user) and Georgia (82 094 bit/s per user

Kyrgyzstan and Uzbekistan have limited very bandwidth, which hampers Internet connectivity and hence further development of the ICT sector

in those countries By end 2013, half of CIS countries had reached a wireless-broadband penetration of more than

region to launch 3g services in 2007.21 Since then, operators have expanded their mobile -broadband networks beyond the main cities

Table 3. 6: IDI †CIS Note:**Simple averages.****Until 2009, the CIS region included the above countries.

to provide further Internet connectivity. LTE services were launched in the Russian Federation in 2012.22 The highest growth in wireless

-telephone penetration of 48 per cent by end 2013 Penetration is also relatively high (17 per cent) in

ITU World Telecommunication/ICT Indicators database 2012 2013 P e r 1 0 0 i

only one country (Andorra) had a mobile -cellular penetration of less than 90 per cent Most remaining countries well exceeded

most European mobile-cellular markets. Data from the Eurobarometer underlines this finding on average, 92 per cent of European union

are members of the EU) had access to a mobile phone in 2013 (European commission, 2014b The region benefits from an abundant supply of

international Internet bandwidth. The highest levels are reached in international hubs such as Germany, Luxembourg and the United kingdom

High amounts of bandwidth per Internet user as registered in most European countries, ensure that a large number of Internet users can go

online at high speeds Around three-quarters of European households have access to the Internet at home.

The highest proportions of households connected to the Chart 3. 10: IDI values compared with the global, regional and developing/developed-country averages

Internet are found in Iceland (96 per cent Luxembourg (95 per cent), The netherlands (95 per

Internet from 2012 to 2013 are Italy (from 63 to 69 per cent), Czech republic (from 65 to 73 per cent

operator launched its 3g services in early 2013 increasing competition in the market. 25 Operators

Percentage of Individuals using the Internet, Europe compared to global and developed -country average, 2013

Data on Individuals using the Internet for Eurostat members are sourced from Eurostat. Eurostat collects data for Internet users aged 16-74 years old

Source: ITU World Telecommunication/ICT Indicators database World Developed 0 10 20 30 40 50

60 70 80 90 100 %101 Measuring the Information Society Report 2014 penetration stands at 6 per cent, all European

availability of high-speed broadband Internet access and relevant content are reflected in a higher proportion of Internet users in the region

Close to half a billion Europeans were online in 2013, which corresponds to 73 per cent of the

Internet users globally, at 96.5 per cent, followed by three other Nordic countries †Norway Sweden and Denmark †with 95 per cent of the

population using the Internet. Turkey has the lowest proportion of Internet users, at below 50 per cent.

In Romania, too, less than half of the population are online (Chart 3. 11 3. 6 The americas

2012 (see Table 3. 8). The country†s mobile-cellular Chart 3. 12: IDI values compared with the global, regional and developing/developed-country averages

state telecommunication-sector monopolies in the world International Internet connectivity, measured in bit/s per Internet user, is ample in the United

States and Canada, and Brazil26 also has a large amount of bandwidth. Brazil is connected within the region and across the Atlantic ocean

through a multitude of submarine cables Colombia managed to quadruple its amount of international Internet bandwidth, from around

20â 000 bit/s per Internet user in 2012 to close to 80â 000 bit/s in 2013

The americas region has a relatively high household ICT penetration. By end 2013, on Table 3. 8:

average, 55 per cent of households had Internet which is the second highest regional average

Internet: in Argentina, 54 per cent of households have Internet access, as do 53 per cent of

negotiating agreements with telecom operators to offer discounted price plans (Galperin, 2012 Through national broadband plans, governments

Internet by end 2013, respectively. Brazil and Colombia made good progress at a somewhat higher level of household penetration, reaching

with Internet by end 2013, respectively (see Chartâ 3. 13 Wireless-broadband networks are being

LTE licences or further extended 3g coverage in 2013, spurring growth in the mobile sector

ITU World Telecommunication/ICT Indicators database 0 10 20 30 40 50 60 70 80

Verizon had achieved 97 per cent LTE population coverage, and the majority of all data traffic is

adopters of mobile-broadband technology such as Dominica, Grenada and St vincent and the Grenadines, have fixed significantly higher

Close to 1 billion people are using the Internet in The americas region. While the highest proportion of individuals using the Internet is to

be found in the United states and Canada, more than half of the population is online in countries

3 http://www. cvmovel. cv/nacional-gsm-3g-edge-e-gprs 4 http://www. telegeography. com/products/commsupdate/articles/2014/04/24/mtn-reports-210-1m-subscribers

8 http://www. omantel. om/Omanweblib/Individual/Internet/pc initiative. aspx? linkid=3&menuid=420 and http://www. ita. gov. om/ITAPORTAL/Pages/Page. aspx?

10 http://www. telecompaper. com/news/algeria-awards-3g-licences-to-all-three-bidders--972965

11 Internet user data from Gulf countries are not comparable, as they refer to different populations.

13 http://www. ofca. gov. hk/en/industry focus/telecommunications/facility based/infrastructures/submarine cables/index html 14 http://submarinenetworks. com/systems/intra-asia/sjc/sjc-cable-system

16 http://web. nso. go. th/en/survey/data survey/560619 2012 information. -pdf 17 http://www. digitimes. com/news/a20131227pd215. html and http://www. eurobiz. com. cn/chinas-broadband-strategy

/18 http://file. eu-chinapdsf. org/Internet/PUB/Activity4/Results%203/Broadband%20china%20introduction yu%20xiaohui. pdf

-into-3g-sector /26 Data reported by the country refer to 2012 27 http://www. verizonwireless. com/wcms/consumer/4g lte. html and http://www. telecompaper. com/news/verizon-wireless

-lte-reaches-500-markets--952458 28 http://www. rcrwireless. com/article/20121214/carriers/claro-first-launch-lte-services-brazil

Affordability remains the main barrier to Internet access at home in many developing countries. In Brazil, for instance, 44 per cent of all households

with a computer did not have Internet in 2013 because they considered it too expensive or

countries, although not having Internet at home may be more attributable to other factors, such as lack of interest, cost still represents a barrier for

in five households without Internet cite cost as the reason, and seven out of ten of those who have

Internet state that price is the most important factor when choosing the service (European commission 2013;

national mobile phone calls because of concerns about cost (European commission, 2014 In response to the demand for global benchmarks

-telephone, mobile-cellular (voice and SMS) and fixed-broadband services. Since 2012, the data collection has been extended to include mobile

apparent in the mobile-cellular market, where low prepaid prices became a key enabler for the

mass uptake of mobile-cellular services observed in the developing world in the last decade;

they also apply to other telecommunication markets. Regulation sets the framework for competition, and is thus the lever which policy

upon which telecommunication administrations may exert more direct control. They therefore merit particular attention This chapter will present

price sets contained in the IPB (fixed-telephone mobile-cellular and fixed-broadband services as well as the general IPB ranking combining the

collection of mobile-broadband prices can be found in Annex 2 4. 2 Fixed-telephone and

mobile-cellular prices Traditional voice services4 and SMS have become the most ubiquitous ICT services, overtaking

only 9 per cent of households had a telephone in India in 2001, compared with 32 per cent

households had a telephone, 47 per cent a TV and 20 per cent a radio. 5

Despite the decline in fixed-telephone subscriptions over the last decade, fixed telephony remains the most widespread

telecommunication networks. Global fixed -telephone penetration stood at 16 per cent by end 2013, compared with 9 per cent fixed

wired)- broadband penetration. The coverage gaps in the fixed-telephone network have been filled by the mobile-cellular network, which

covers 93 per cent of the global population This compares with a global 3g coverage of

around 50 per cent by end 2012, highlighting that mobile-broadband services are likewise less available than mobile voice and SMS (see

Chapter 1). Subscription figures confirm this despite double-digit mobile-broadband growth rates, there are three times as many mobile

-cellular voice subscriptions as mobile-broadband subscriptions, with almost as many mobile -cellular subscriptions as people on earth

Traffic figures show that, in almost all countries the bulk of national voice traffic corresponds

to calls made from mobile networks, thus confirming the shift from fixed to mobile voice International voice traffic is also predominantly

mobile in most countries, although the number of international fixed-telephone minutes still exceeds international mobile voice minutes

in one in four countries. This situation occurs more frequently in the developed world: there is

more fixed than mobile international telephone traffic in 36 per cent of the developed countries

the higher fixed-telephone penetration rates recorded in developed countries †almost four times higher than in developing countries

differences in mobile-cellular penetration are smaller. These findings highlight that fixed telephony is used still more than mobile

Chart 4. 1 shows the evolution of fixed-telephone and mobile-cellular prices in the period 2008

a prepaid low-user mobile-cellular subscription costs on average PPP$ 23.7 (or USD Chart 4. 1:

Fixed-telephone basket (left) and mobile-cellular basket (right), in PPP$, world and by level of

Based on 140 economies for which 2008-2013 data on fixed-telephone and mobile-cellular prices were available

or USD 19.5) per month for a prepaid mobile -broadband service with a 500 MB monthly data

confirm that fixed-telephone and mobile-cellular prices are the cheapest among ICT services suggesting that low prices have contributed to

Fixed-telephone prices have followed an almost flat evolution, with a small decrease in prices observed during the period in developing

The fixed-telephone market is the most mature segment of those included in the ITU price data collection exercise

their fixed-telephone market in 2008, compared with 88 per cent in 2013. Moreover, in some

the deregulation of retail fixed-telephone prices The cheapest fixed-telephone prices are found in

countries where there is still strong government control over the main fixed-telephone operator such as the Islamic Republic of Iran, Cuba and

cheapest prepaid mobile-cellular prices are in the Asia and the Pacific region, with Sri lanka (USD

with the lowest prepaid mobile-cellular prices in the world. These are examples of the levels

insight into the affordability of fixed-telephone and mobile-cellular services from a demand-side

Fixed-telephone basket (left) and mobile-cellular basket (right), as a percentage of GNI p. c

Based on 140 economies for which 2008-2013 data on fixed-telephone and mobile-cellular prices were available

the large dispersion of fixed-telephone prices in the developing world: affordability ranges from less than 0. 2 per cent of GNI p. c. in the countries

were applied to fixed-telephone prices, there would be 35 developing countries not meeting the target in 2013, most of them from Africa.

By end 2013, a low-usage prepaid mobile-cellular service cost on average 1. 6 per cent of GNI p. c

Fixed-telephone sub-basket, 2013 Note:**Data correspond to the GNI per capita (Atlas method) in 2013

Fixed-telephone sub-basket GNI p. c USD 2013*Rank Economy Fixed-telephone sub-basket GNI p. c

USD 2013 *as%of GNI p. c. USD PPP$ as%of GNI p. c. USD PPP$

uptake of mobile-cellular services in these countries, and therefore requires regulatory and policy attention

reliable Internet services. Despite the growth of mobile-broadband subscriptions, less than 3 per cent of global IP traffic corresponded to mobile

high-volume Internet applications such as file sharing (less than 1 per cent of total file -sharing traffic was transmitted through mobile

networks in 2013) and Internet video (2 per cent of total Internet video traffic was transmitted

through mobile networks in 2013. Therefore some of the potential benefits of broadband as a development enabler, such as for instance

total mobile data traffic was offloaded onto fixed networks in 2013 (CISCO, 2014), highlighting the role that fixed broadband plays in supporting the

growth in mobile-broadband networks In the period 2008-2013, the price of an entry

Rostelecom, Mobile Telesystems OJSC (MTS and ER-Telecom. The national fixed-broadband market in the Russian Federation is thus one of

the most de-concentrated in the world All CIS countries included in the analysis have

Mbit/s of international Internet bandwidth to share among more than 300 000 fixed (wired -broadband subscriptions in 2013.

of international Internet bandwidth is further confirmed by the fact that the entry-level plan

by Kyrgyz Telecom. These factors suggest that regulatory measures to promote competition and ease the international connectivity

4. 7). Tunisie Telecom offers regular ongoing promotions for ADSL services with some of the most advantageous prices in the region

an Internet service at speeds above 512 kbit/s The relatively low fixed (wired)- broadband

Mauritel largely dominating it. 18 Moreover, international Internet bandwidth is limited very in the country: 620 Mbit/s in 2013

try to access the international Internet at the same time, they will have speed on average a below 256 kbit/s i e. narrowband

for low-income households or the promotion of public Internet access centres (based on either commercial or public schemes

plans offered by the state-owned telecom operator ANTEL (ITU, 2013a) †Uruguay could aspire to reaching the fixed (wired)- broadband

dial-up (narrowband) Internet remains the de facto technology for Internet access by residential customers in the island. 19

Internet bandwidth. Indeed, the latest data on international connectivity show that this may remain an issue in Kiribati (45 Mbit/s), Marshall

regional Internet exchange point and sharing the cost of building a high-capacity international link from there

telecommunication market, the only one displaying sustained double-digit growth rates since 2008 (Chapter 1). According to ITU

population are covered by a 3g network, and this figure will grow as more and more mobile -broadband networks are deployed, until

eventually 3g coverage approaches mobile -cellular coverage (93 per cent. As 3g networks become ubiquitous and therefore accessible to

most of the population, affordability will be one of the most decisive factors for actual uptake of

The dynamism of the mobile-broadband market is reflected also in prices. Unlike the fixed -broadband market, where price structures are

the main types of mobile-broadband plans for which ITU collects data on prices (Figure 4. 1

Canada and Verizon in the United states, are allowing customers to pool the data consumed by different devices in a single subscription. 23

buy a package including Internet, voice and SMS than to contract only Internet Fixed-broadband and mobile-broadband

Internet prices follow different pricing structures and therefore the analysis of mobile-broadband prices cannot be based on the same parameters

used for fixed broadband. In the case of fixed Internet access, the progress from narrowband dial-up to broadband brought not only a

change in speed but also in pricing. Dial-up was priced on the basis of usage (usually billed per

whereas fixed-broadband Internet usually follows a flat-rate arrangement, whereby the customer pays a monthly fee and has

unlimited access to the Internet at a given speed with neither time nor data volume constraints

spectrum is allocated for mobile broadband for instance, part of the digital dividend) and mobile-broadband networks are upgraded to

Currently, most mobile-broadband plans are priced on the basis of the data allowance (i e. the

the speed of the mobile-broadband service, but confine themselves to a generic mention of the

cost) for mobile-broadband services based on high-speed networks. These plans are often labelled as †4gâ€

Chart 4. 11 shows that mobile-broadband plans are becoming more and more available particularly in developing countries, where

the mobile-broadband service available in the most countries is based prepaid handset, which was offered in 153 countries in 2013.

modalities of mobile-broadband services are offered In view of the dynamics of the mobile -broadband market, this section will focus on

127 Measuring the Information Society Report 2014 Chart 4. 11: Availability of mobile-broadband services by

type of service, by level of development, 2013 and 2012 Note: A mobile-broadband service is counted as available

if it was advertised on the website of the dominant operator or prices were provided to ITU through the

ICT Price Basket Questionnaire. 25 Source: ITU analysis of the 2013 prices, without comparing them with the 2012 figures.

same mobile-broadband service The global average price for a computer-based mobile-broadband service with 1 GB monthly

is also found in respect of regular mobile-cellular services, because operators will usually offer

smartphone customers A feature of postpaid handset-based mobile -broadband plans is that they are in some

postpaid handset-based Internet plans included free minutes and SMS in 2013. It is much less

levels of bundling in mobile-broadband plans makes it difficult to compare prices on a like-for

to streamline their mobile-broadband services and offer cheaper prices. Indeed, operating costs should be lower in developing countries and, if

This is the case, for instance, for fixed-telephone and mobile-cellular services. 26 The fact that this

These differences in mobile-broadband prices between developed and developing countries are even more apparent when looking at the

estimated that mobile-broadband penetration will reach 19 per cent in Africa by end 2014

much less than 500 MB of Internet data per month, supported by the fact that several African

plans allow only limited use of the Internet and therefore restrict the benefits that can be

For instance, Internet video cannot be consumed on the basis of such limited data allowances, and even Internet radio

would need to be limited This suggests that, if mobile broadband is to bridge the broadband gap between Africa and

the other regions, mobile-broadband services will have to become more affordable in Africa so that most applications enabled by a broadband

prepaid mobile-broadband dongles suggest that these services target high-end customers rather than the average user.

Postpaid mobile -broadband dongles include much lower monthly data allowances in The americas (Table 3. 7

of 1 GB suggest that mobile broadband could be a cheaper alternative to fixed broadband in many

Cheaper mobile broadband Cheaper fixed broadband Almost no difference 0 10 20 30 40 50

Cheaper mobile broadband Cheaper fixed broadband Almost no difference 0 10 20 30 40 50

Cheaper mobile broadband Cheaper fixed broadband Almost no difference 0 10 20 30 40 50

Cheaper mobile broadband Cheaper fixed broadband Almost no difference 0 10 20 30 40 50

Cheaper mobile broadband Cheaper fixed broadband Almost no difference 0 10 20 30 40 50

Cheaper mobile broadband Cheaper fixed broadband Almost no difference 0 10 20 30 40 50

This latter mobile-broadband plan is chosen because it is the best match for fixed-broadband services:

per month †but mobile-broadband prices still correspond to more than 5 per cent of GNI p. c

as many countries where mobile broadband is fixed cheaper than broadband as vice versa There are some exceptions, such as Tajikistan

where mobile broadband is significantly cheaper, Indonesia and Thailand are the only ones in which the 5 per cent affordability target

affordable mobile-broadband plans. In the Solomon islands, Timor-Leste and Vanuatu despite mobile broadband being more than USD

20 cheaper per month than entry-level fixed broadband, mobile-broadband prices are still high.

Pacific, such as the lack of international Internet bandwidth, also constrain mobile-broadband services There are four countries in The americas that

of cheaper mobile-broadband prices: Belize El salvador, Paraguay and Suriname. In these countries, mobile broadband is an affordable

However, the mobile-broadband market is still in its early stages, with penetration rates below

extent to which Internet users turn to mobile broadband as an affordable alternative to fixed broadband will only be seen in the coming years

the region mobile broadband is more than USD 10 cheaper per month. This is a striking finding

This reflects the early launch of 3g services in Europe28 and the maturity achieved in the mobile

-broadband market, with a mobile-broadband penetration of 57 per cent by end 2013, the

highest of all regions. European countries dominate the global top ten of most affordable mobile-broadband plans, with Austria, Finland and

the affordability of mobile-broadband services Table 4. 11 and Table 4. 12 show the price of

four mobile-broadband services for which ITU collects price data (Chart 4. 13), and is currently the

expenditure, suggesting that mobile-broadband affordability is an issue irrespective of income /expenditure distribution On the other hand, in developing countries

barrier to mobile-broadband adoption in these countries A comparison of fixed-broadband and prepaid

shows that mobile broadband may be the only affordable alternative for low-income households in several developing countries.

afford a mobile-broadband plan. This might be the case in countries such as Albania, Azerbaijan

fewer mobile-broadband subscriptions than households in most African countries and in several developing countries in the Asia and the

developing countries, where mobile broadband may thus be the only alternative for household access In order to take into consideration both

a mobile-broadband plan would be somewhat unaffordable (i e. represent more than 5 per cent of household consumption expenditure

Considering the high mobile-cellular penetration in both countries, this suggests they are in a good position to see an increase in

two countries mean that individual mobile -broadband plans would be somewhat unaffordable (i e. represent more than 5 per

need to share a mobile-broadband plan with other members of their household. In Egypt

and Sudan, the cost of a mobile-broadband plan corresponds to more than 10 per cent

major barriers for increasing mobile-broadband adoption in many African countries On the basis of the data presented, it can be

telecommunication prices The impact of ICTS as development enablers depends on access to ICT services and the use

a licence to a new entrant in the mobile-cellular market. This section presents a quantitative analysis

prices for mobile-cellular (voice and SMS) and fixed-broadband services. Among all ICT services

and telecommunication prices, based on a worldwide representative sample, and to check to what extent the quantitative results based

on telecommunication data from EU, OECD and specific countries hold true in a global context

on telecommunication prices (e g. mandating infrastructure sharing or granting a new licence lie beyond the scope of this analysis

The fall in telecommunication prices in the last decade, and in the period analysed in this chapter (2008-2013), is linked to several

telecommunication services and the privatization of incumbent operators. In parallel, national regulators have been created to establish a

competition in telecommunication services at the country level From the literature on cross-national institutional

industries like telecommunications. 43 A country†s institutional endowment determines the scope for arbitrary administrative discretion, the legal

majority of mobile-cellular and fixed-broadband markets. Regulatory and policy action can also have a direct impact on retail prices,

number of licences issued in mobile-cellular markets or by limiting foreign participation in fixed-line operators.

that affects telecommunication markets. Thus it can contribute to creating legal certainty and a level playing field, which are important

of affordable prices in telecommunication services. Chart 4. 21 shows the evolution of average entry-level fixed-broadband prices

number of subscriptions) of each Internet service provider (ISP. The result ranges from 0 (perfect

-level prices and competition in mobile-cellular markets, where the decline in prices during the

Competition in mobile markets and mobile -cellular prices as a percentage of GNI p. c.,2008-2013

Simple averages for 140 economies with available data on mobile-cellular prices and competition for the period 2008-2013

telecommunication sector •Cluster 3: the regulatory regime in the different areas covered by the regulatory

beyond telecommunication regulation (e g. the European union acquis. 49 Such background fixed effects may be important for each region

8. Co-location/site sharing mandated 7. Infrastructure sharing mandated 6. Infrastructure sharing for mobile operators allowed

1. Separate telecom/ICT regulator Regulatory authority 11. Tariff info, consumer education & complaints 10. IT

9. Internet content 8. Broadcasting content 7. Broadcasting (radio and TV transmission 6. Universal service/access

that characterize a telecommunication market and are often the result of the simultaneous effects of technology choices, competition

telecommunication services vary with levels of economic development Therefore, gross national income per capita (GNI p. c is included in the model

•The deployment of telecommunication networks requires large investments that operators evaluate depending on the demand for the service and the specific

collection of mobile-cellular prices Descriptive statistics of the dependent variables Average Standard deviation Minimum Maximum 2008 2013 2008 2013 2008 2013 2008 2013

Herfindahl-Hirschman Index for mobile cellular (voice and SMS with Li being the number of mobile-cellular subscriptions of firm i,

and TL he total number of mobile-cellular subscriptions in the country. It is the sum of the squared market shares of each mobile-cellular service provider calculated in terms of subscriptions.

As in the case of the HHI for fixed broadband, this ranges from to 1, where k is the total number of mobile-cellular service providers

in the market. Data sourced from Informa 159 Measuring the Information Society Report 2014 Box 4. 2:

HHI mobile cellular 0. 46 0. 41 0. 16 0. 14 0. 17 0. 15 1. 00 1. 00

telecommunication/ICT regulator that has autonomy in decision-making, enforcement power, the right to impose sanctions or penalties

additional Internet data beyond 1 GB is still non -negligible in many countries Finally, different entry-level fixed-broadband

Results for mobile cellular The results of the panel regression for mobile -cellular prices (voice and SMS) indicate that the

a market with two mobile-cellular operators sharing the market equally, the entry of a new

but disruptive operators, such as mobile virtual network operators (MVNOS), may have an impact on prices Competition in mobile-cellular markets is

stronger than in fixed-broadband markets and differences in competition levels across mobile-cellular markets are on average smaller

HHI mobile cellular 0. 201 0. 082 Significant 5%level A change from a duopoly to a triopoly (with operators holding

the reduction in mobile-cellular prices that could be achieved in those developing countries with highly concentrated markets,

prices in mobile-cellular markets discussed is only valid if considered in combination with the other explanatory variables included in the

prices for mobile-cellular services: a 5 per cent increase in the percentage of the population

variations in mobile-cellular prices observed across countries in 2013. Differences in mobile -cellular prices across countries are smaller than

on the final price in the case of mobile-cellular services. This suggests that economic levels are

as a driver for lower prices in mobile-cellular markets Regulation is found to have a weak explanatory

regulation is less of an issue in mobile-cellular markets. This may be because the regulation

competition and lower prices in mobile-cellular services, whereas in fixed-broadband markets stronger regulatory action may be needed

Variation in mobile-cellular prices %explained by each variable, 2013 Note: Calculated taking as a reference the average of each variable and adding

difference in mobile-cellular prices that would be obtained keeping all other variables constant. The calculation does not take into consideration the

Fixed telephone sub -basket as a%of GNI per capita, 2013 Mobile-cellular sub -basket as a%of GNI

Fixed telephone sub -basket as a%of GNI per capita, 2013 Mobile-cellular sub -basket as a%of GNI

attributable to the telecommunication sector, such as operators†strategies on data caps, competition in the fixed

•Mobile cellular: Differences in mobile -cellular prices across countries are smaller than the differences in fixed-broadband

differences in mobile-cellular prices observed across countries (an estimated 7 per cent), whereas differences in the

an impact in setting mobile-cellular prices, since regulation in most countries is already open enough to allow

4 Voice over internet services, such as Skype or Voipbuster, are excluded from the analysis in this section because they require

an Internet connection and do not have guaranteed a quality of service. They are considered under broadband services

in the case of mobile-cellular plans) that are consumed per month. For more information on the baskets and the price

comparison with the other telecommunication services. Therefore, the average for handset-based mobile-broadband prices

and a floor rate for national mobile calls with the aim of protecting mobile operators†margins.

At present, Sri lanka continues to have some of the cheapest mobile-cellular prices in the world and the mobile market has achieved a stable financial situation.

For a more detailed analysis of the ICT sector in Sri lanka, see Galpaya (2011) and the presentation of the Telecommunications Regulatory Commission of Sri lanka on the

impact of the floor rate, available at: http://www. itu. int/ITU-D/finance/work-cost-tariffs/events/tariff-seminars/Indonesia-12

http://www. cck. go. ke/news/downloads/MVNO. pdf 12 Although four international operators compete in the Kenyan mobile-cellular market, the dominant mobile operator

13 Advanced mobile technologies refer to standards agreed by the ITU Radiocommunication Assembly for next-generation

16 The most visited websites in Tunisia by December 2011 were predominantly in English. Initiatives to promote Arab digital

18 Mauritel reported 7 352 fixed Internet subscriptions by end 2013,97 per cent of which trhough ADSL (source:

Telecom, http://www. iam. ma/Groupe/Institutionnel/Qui-Sommes-Nous/Filiales participations/Pages/Mauritel. aspx), out of a

/page=internet conectividad&sub=internet 20 For instance, the latest Computer literacy Survey in Sri lanka (2009) found that only 20 per cent of the household

TEAMS€ website (http://www. teams. co. ke) and EASSY€ s website (http://www. eassy. org

23 For more information on Rogers†â€oeshare Everything†plans, see http://www. rogers. com/web/content/share-everything?

24 The details of the different †4g†plans offered by Tigo can be found on the following websites

http://www. tigo. com. bo/personas/planes-y-promociones/Internet-movil-en-tu-modem http://www. tigo. com. co/4g, http://www. tigo. com. gt/personas/internet-movil/internet-movil-tigo-4g and

https://www. tigo. com. py/contenido/para-navegar-con-el-modem 25 Data for mobile-broadband services have been collected since 2012 through the ITU ICT Price Basket Questionnaire,

which is sent out annually to all ITU Member States/national statistical contacts 26 In 2013, the average price in USD for an entry-level fixed-telephone service was 49 per cent cheaper in developing countries

-broadband plans, see http://www. orange. ci/menu-mobile-3g/pass-internet-3g. html 28 The UMTS auctions took place in 2000 and 2001 in Europe (Van damme, 2002 and OECD,

2001), preceded only by Japan and the Republic of korea, where 3g licences were awarded in 2000. In most developing countries, on the other hand, 3g

licences were granted not until much later. In large emerging countries such as China and India, for instance, 3g licences

were awarded in 2009 and 2010, respectively. See for instance Xia (2011) and India†s Department of Telecommunication press

release: http://www. dot. gov. in/as/Auction%20of%20spectrum%20for3g%20&%20bwa/Auction%20results/3g auction

-Final results. pdf 29 For example, outflows of profits generated by a multinational operating in country A

World Bank†s website on measuring poverty: http://go. worldbank. org/W3hl5gd710 35 Differences in the equivalence scales of the source data used in this chapter are corrected roughly using ITU estimates on

47 Mobile termination rates are regulated in more than 120 countries. Source: ITU Tariff Policies Database 2013 (ICTEYE

53 The Regulatory Tracker quantifies these aspects of the regulatory framework through the indicators â€oeseparate telecom/ICT

regulatorâ€, â€oeseparate telecom/ICT regulatorâ€, â€oeenforcement powerâ€, â€oesanctions or penalties imposed by regulator†and â€oedispute

55 The mean HHI for mobile cellular is calculated as the simple average of the HHI of 140 economies for which price and market

dispersion in mobile-cellular prices is of  60 per cent around the mean 173

telecommunication networks and services there are significant data gaps when it comes to understanding the development of the

about the types of activity that the Internet is used for, and little is known about the Internet

user in terms of age, gender, educational or income level, and so on In other areas, such as education, health or

telecommunication operators, the broader ICT sector, which includes not just telecommunication companies but also over-the-top (OTT) service

providers such as Google, Twitter, Facebook Whatsapp, Netflix, Amazon and many others captures a wide array of behavioural data

Together, these data sources hold great promise for ICT monitoring, and this chapter will explore

world†s population †will be using the Internet In recent years, moreover, the strongest growth

in telecommunication access and use has been recorded in the developing economies, where ICT penetration levels have increased and where

and type of data that telecommunication companies, in particular mobile-cellular operators, produce, and how those data are

175 Measuring the Information Society Report 2014 currently being used to track ICT developments and improve their business.

looks at the ways in which telecom big data may be used to complement official ICT statistics and assist in the provision of

fully exploiting telecom big data for monitoring and for social and economic development in particular with regard to the different

•Mobile phones •Satellite/GPS devices Online activities/social media •Online search activities •Online page views

•Blogs and posts and other authored and unauthored online content and social media activities •Audio/images/videos

Source: ITU, adapted from UNSC (2013 and reflects advances in technology that make it possible to capture, store and process

example, mobile phones and GPS devices), and activities carried out by users on the Internet including searches and social media content

Table 5. 1 Big data is not just about the volume of the data. One of the earliest definitions, introduced

by the Gartner consultancy firm, describes big data characteristics such as velocity and variety, in addition to volume (Laney, 2001

Most of the data captured by telecommunication companies can be classified as TGD As is often the case with technological

Google for example, is running about a thousand experiments at any given point in time (Varian 2013a). ) Telecom network operators make

extensive use of such techniques when rolling out new services, among other things for the

Telecom operators also use big data techniques to understand and control churn, optimize their management of customer

by telecommunication operators as well as by Internet companies and by content providers such as Google, Facebook, Twitter

etc. Big data from the ICT services industry are already helping to produce large-scale development insights of relevance to public

policy. Collectively, they can provide rich and potentially real-time insights to a host of policy domains.

development purposes is Google Flu Trends GFT). ) Following its launch in 2008, GFT was remarkably accurate in tracking the spread of

The Internet has also been a rich source of big data beyond the realm of user search terms

action, has been mining Twitter data from Indonesia (where Twitter usage is high) 9 to understand food price crises.

Global Pulse was able to identify a consistent pattern among specific food-related tweets and the daily food

analytics on the Twitter data to forecast the consumer price index several weeks in advance Byrne, 2013. As discussions on the post-2015

Pulse is also using Twitter data to understand and compare the relevance of different development topics among countries (Box 5. 2

How Twitter helps understand key post-2015 development concerns As the process of formulating the post-2015 development

to see the number of tweets generated by its Twitter users in regard to the highlighted topic,

was phone and Internet access. By clicking on any of the data points in the chart, the application provides

Using Twitter to visualize trends in global development topics In fact, the ICT sector is itself using the Internet

as a source of big data for monitoring purposes Regulators and others are now using the

Internet to crowdsource quality of service Qos) data on broadband quality. For example the United states Federal Communications

Phone and Internet access Equality between men and women Chapter 5. The role of big data for ICT monitoring and for development

not using the Internet. Household Internet penetration in developing economies is expected to reach 31 per cent by the end

of 2014, as against almost 80 per cent in developed economies. In addition, as Internet penetration rates remain limited, Internet users

are not yet) representative of the population at large. For example, Internet users tend to be younger, relatively well educated, with men still

more likely to be online than women, especially in developing countries11 (ITU, 2013 Depending on the source of Internet data

results may also be biased more or less. A 2013 study into the characteristics and behaviour of Facebook users, for example, revealed

that while in many ways Facebook users have real-life behaviour and characteristics in many ways the social network fails as a

representation of society. On the one hand for example, the American Facebook user†s relationship status of â€oemarried†on Facebook

is very similar to real life (census) data on the average age when American people get

married. On the other hand, however, the average American Facebook user is much younger than the average citizen. 12 This is just

one example, but it highlights the need to take account of particular characteristics and the

limitations of producing representative results when extracting information from online users†behaviour Given the popularity of mobile-cellular

services, non-Internet-related mobile -network big data seems to have the widest socioeconomic coverage in the near term

and the greatest potential to produce relatively representative information globally particularly in developing countries. By

the end of 2014, the number of mobile -cellular subscriptions is expected to be nearing 7 billion,

There are various examples of how mobile phone records have been used to identify socioeconomic patterns and migration

patterns, describe local, national and international societal ties, and forecast economic developments. 13 Data are also being

available to telecommunication operators have wide applicability for informing multiple public policy domains. Leveraging such data

has thus far been made of telecommunication big data with a view to understanding its potential for producing additional information

5. 3 Telecommunication data and their potential for big data analytics Fixed and mobile telecommunication network

operators, including Internet service providers ISPS), are an important source of data and for the purpose of this chapter, all forms of

telecommunication big data (either volume velocity or variety) are being considered. Most telecommunication data can be considered as

TGD, 14 that is, the result of an action undertaken such as making a call, sending an SMS,

the Internet or recharging a prepaid card Since the service with the widest coverage and

greatest uptake and popularity is the mobile -cellular service, data from mobile operators have the greatest potential to produce representative

Telecommunication data The mobile telecommunication data that operators possess can be classified into different types, depending on the nature of the information

they produce. They include traffic data, service access detail records, location and movement data, device characteristics, customer details and

measurement of Internet data volumes, call, SMS and MMS volumes, and value-added service VAS) volumes.

technology used, for example, for the mobile network (2g, 3g, etc..These data are potentially also very useful for building a rich profile of

customers, as outlined in this section Mobile networks capture a range of movement and location variables to identify user location

telecommunication services come with an international mobile station equipment identity IMEI) number, operators can identify some

device characteristics, including the handset make and model and type of technology (2g 3g, LTE) employed.

Mobile network operators can use the IMEI number to identify the specific mobile handset being used by a subscriber

An overview of telecom network data Source: ITU, adapted from Naef et al. 2014 Tr affi

Fixed operator Mobile operator ISP Data volume Call volume SMS/MMS volume Erlang DPI data

Technology utilized (2g, 3g, DSL/ADSL, etc Billing address Passive positioning data e g. cell ID

In addition, telecommunication operators hold various customer details that were captured during the customer registration process. These

mobile-cellular and active mobile-broadband subscriptions On the basis of the detailed service-usage data collected

telecommunication operators can produce a range of detailed indicators relating to service consumption. For each customer

upload volumes, data download volumes, level of use of different VAS, and level of use of different OTT services.

The telecom industry†s use of big data Telecommunication companies are actively seeking to intensify their use of big data analytics

in order to improve existing services and create new ones. For operators, big data open up opportunities for better understanding of their

Telecom operators capture a range of behavioural data about their customers Chapter 5. The role of big data for ICT monitoring and for development

customers†mobility patterns, social networks and consumption preferences. Collectively, these digital breadcrumbs enable operators to profile

categorize interests based on sites visited (as opposed to content accessed Sophisticated clickstream analyses from DPI data17 can also generate more finely

Customer profiling using telecom big data Source: ITU CUSTOMER INTERESTS SOCIO -ECONOMIC CLASS LEVEL OF INFLUENCE OF

Furthermore, social network insights can be used by an operator to market its services to the off-network contacts that are connected

subsidiary of SK TELECOM, uses big data to help its parent company to cut churn and generate new

telecommunications for development and for better monitoring In 2013, the United nations High-level Panel of Eminent Persons on the Post-2015 Development

mobile telecommunication big data have unique potential as a new data source, with high mobile -cellular penetration levels and the increasing

use of mobile phones, even among the poorest and most deprived, making them particularly valuable by comparison with other types of

telecommunication data. Indeed, when referring to the data revolution, the United nations High-level Panel cited the example of â€oemobile

technology and other advances to enable real -time monitoring of development results†This section will present some of the existing

and growing) evidence for the role of mobile big data in achieving development goals in various

telecommunication big data have potential as a source to enable monitoring of the information society, although they have yet to assume a critical

the lead agency on global telecommunication and ICT statistics, however, ITU is exploring the potential of big data to complement its existing

the areas in which mobile telecommunication big data could complement existing ICT indicators to provide a more complete

Mobile phone big data for develop -ment Mobile data offer a view of an individual†s behaviour in a low-cost, high-resolution, real

research in Kenya combined passive mobile positioning data with malaria prevalence data to identify the source and spread of infections

showed how mobile phone data was used to track the spread of cholera after the 2010 earthquake (Bengtsson et al.

derived not only from phones but also from public transport and private vehicles (Amini Bouillet, Calabrese, Gasparini and Verscheure

Passive mobile positioning data has also been used for transportation planning and management in Estonia (Ahas and Mark, 2005

Tracking mobility through mobile phones Port-au-prince (Pap Number of people displaced after earthquake 189 Measuring the Information Society Report 2014

-phone data, geolocated Twitter messages and the census †showed very similar results, and although the representativeness of the Twitter

geolocated data was lower than the (real-time mobile-phone and census data, the degrees of consistency between the population density

analysis with a study of users†social networks with two users being considered as connected if they communicated with each other at least

Group to Assist the Poor (CGAP) and GSM Association (GSMA) estimated that close to 2 billion

people had a mobile phone but no bank account After analysing mobile consumption variables CGAP suggested that it was possible to identify

the mobile phone records of poor people to assess their creditworthiness when they apply for a loan

patterns based on telecommunication data it has become possible to obtain insights into societal structures on a scale that was

on the idea that â€oemobile phone usage is not random †it is highly predictive of an individual consumer†s lifestyle and riskâ€

However, telecommunication data are also revolutionizing the study of societal structures at the micro level.

captured by telecommunication operators in the interests of improving the current range of indicators used for monitoring the information

access include indicators on mobile-cellular and mobile-broadband subscriptions, which remain some of the most widely used and internationally

comparable telecommunication indicators produced for tracking the information society One of the main issues with mobile-cellular and

mobile-broadband subscription data is that they do not refer to unique subscriptions, or mobile

unique mobile subscriptions was just over 50 percent, whereas the number of connections per 100 population far exceeded 100 per cent. 26

Survey-based data, for example on Internet users and mobile-phone users, do not entail the same issues as subscription data.

types of online activity pursued by Internet users and includes response categories such as seeking health information, obtaining information from

case of fixed-telephone and fixed-broadband subscriptions, which are linked to an address through the billing information, it is possible to

the feasibility of using mobile phones for the deployment of rapid global surveys on well-being. 28 This requires, however, that the

-phone user. To that end, the World bank has experimented with the use of mobile phones to conduct statistically representative

monthly household surveys in Latin america and the Caribbean. 29 Source: ITU Chapter 5. The role of big data for ICT monitoring and for development

from mobile-cellular and mobile-broadband subscriptions are concerned, since they are linked to mobility profiles.

3g, LTE-Advanced, etc. but also on the types of service that subscribers are using, and the

therefore, potentially identify Internet and VAS usage patterns between rural and urban areas and identify the kinds of application or webpage

that mobile-Internet users access. Combined with individual subscriber characteristics, this information could provide new and rich insights

Internet activities carried out by individuals This information is collected currently only by countries that carry out household ICT surveys

popular online services, such as Facebook Google or other, local (financial, social etc services to provide additional insights.

This could be done by using probabilistic analyses to match the profiles developed using data from online

require telecommunication operators, OTT providers and other Internet content providers to work together and share information

This technique is, currently, probably the least developed one, also because of the lack of a

websites could be classified individually in terms of the information they provide, then Internet -user activities, including their frequency and

intensity, could be understood much better By applying big data techniques to survey data and administrative data from operators, new

number of unique mobile subscribers or users rather than just subscriptions, by comparing subscription numbers to user numbers derived

Internet companies such as Google or Facebook By linking data collected from different sources and combining subscription data and usage

Telecom network operators themselves have to contend with interoperability issues arising from the different systems (often from different

Naturally, telecom network operators have curated their data based on their needs. To be able to use telecom

big data for development and monitoring and to guarantee its continuity, the creation of a semantic framework would require greater

involved (telecom operators, network equipment manufacturers, system developers, developmental practitioners and researchers, NSOS, etc Chapter 5. The role of big data for ICT monitoring and for development

2015.30 In 2014, Telecom italia initiated a similar challenge, making data from the territories of Milan and the Autonomous Province of Trento

releasing some of its own telecom datasets, it partnered with other data providers to curate

event and social network data. In both the Orange and Telecom italia cases, researchers had to go through an approval process in order to

gain access Organizations such as UN Global Pulse are seeking to popularize the concept of â€oedata

when it comes to telecom network big data Some have argued that NSOS are placed well to ensure that best practices are followed in

Telecom operators for their part, are regulated mostly by sector -specific regulators who can also have purview

protocols) of privately held data such as mobile -phone records can be mutually beneficial to both government and private sector.

For example mobile network operators monitor and forecast their revenue at the cell-tower level. Emerging research in Africa shows how reductions in

Facebook â€oelikes†could accurately predict a range of behavioural attributes such as, inter alia, sexual orientation, ethnicity, religious and political

virtual private networks (VPNS), firewalls, threat monitoring and auditing are some potential technical solutions that are employed currently

i e. the use of telecom big data for monitoring and development. This does still require the

subsequent social network analysis could contain errors (overstating or understating tie strength for example. While it may not be possible to

Twitter, Facebook or Google. For example ITU estimates suggest that 40 per cent of the world†s population uses the Internet.

In other words, more than four billion people globally are not yet using the Internet, and 90 per cent

of them are from the developing world. Of the world†s three billion Internet users, two-thirds

are from the developing countries. Even though mobile-cellular penetration is close to 100 per cent, this does not mean that every person in

the world is using a mobile phone. This issue of representativeness is of high relevance when considering how telecommunication data

may be used for monitoring and development While the potential benefits to be gained from leveraging mobile network operator data for

representation among telecom users, are all valid considerations. While the registration information might provide answers, the reality

telecom subscribers, for example, is not always accurate. With prepaid subscriptions being the norm in most of the developing world, the

from affluent areas with greater smartphone ownership (Harford, 2014. Hence, the â€oebig†in big data does not automatically mean that issues

Telecom network big data, which mostly fall under this category may be less susceptible to self-censorship and

their mobiles, or even turn them off, in areas where they do not wish their digital footprint

the famous Google pagerank algorithm has spawned an entire industry of organizations that claim to enhance website page rankings, and

search-engine optimization (SEO) 38 is now an established part of website development Changes in behaviour could also partially explain

the declining veracity of Google Flu Trends GFT), researchers having found influenza-like illness rates as reflected by Google searches to

be no longer necessarily correlating with actual influenza virus infections (Ortiz et al. 2011 Recent research has shown that since 2009

when GFT failed to reflect the nonseasonal influenza outbreak), infrequent updates have not improved the results

actions of the population that turned to Google with its health queries, and which contributed

and more people turning to Google with their broader health questions, thereby introducing additional search terms (due to different

of cellphone records to understand phenomena related to social development and public health stresses the importance of weeding out false

it comes to the generalizability of telecom -data analyses based on big data. For example prior research had established a power-law

researchers working with Sri lankan mobile datasets attempted to use these findings to help them segregate their analyses for different socio

Telecom network operators themselves use such techniques when rolling out new services or, for that matter, for pricing purposes.

how telecommunication network data could be used for monitoring, surveys and supplemental datasets will remain important to sharpen the

understand variations in mobility, social networks and consumption among men and women and between different socioeconomic groups

the most from the use of telecommunication big data to complement official statistics, have a shortage of advanced analytical skills by

and telecommunication operators and Internet companies, including search engines and social networks, on the other, is necessary and could

Operators and Internet companies Business interests will naturally provide operators and Internet companies with the incentive to

talk to commercial vendors of big data analytics In addition, operators and Internet companies can benefit greatly from engagement with

academia and researchers to understand how to leverage big data for different purposes Such engagement will also broaden their

Operators and Internet companies need to take advantage of their existing customer relationships to elicit a greater understanding

Internet companies may hesitate to pool and share their data with those from other sources

As the main regulatory interface to the telecom sector, NRAS are placed well to co-champion the

national discussion on how telecommunication big data may be leveraged for social good Regulators have a role to play in facilitating the

and producers of big data (Google, Facebook etc.)) †have an important role globally. More work is needed to understand fully the potential

on issues related to the telecommunication sector, ITU could leverage its position to facilitate global discussion on the use of telecom big data

for monitoring the information society Together, ITU and UN Global Pulse could facilitate the work that needs to be done by

associated with obtaining telecommunication big data, for example by facilitating the standards-setting process. Standardized contracts for obtaining data access as well as

telecommunication big data for social good Academia, research institutes and develop -ment practitioners The research into how telecom data may be

used to aid broader development is being done mainly by academia, public and private research institutes and, to a lesser degree, development

engage with telecommunication operators with a view to using their data for development They therefore understand the potential and

The mobile-telecommunication data that operators possess can be classified into different types, depending on the nature of the

downlink volumes for Internet traffic can be captured at various levels of disaggregation down to the individual

and recipient Internet protocols (IPS is captured for a variety of purposes including to manage the network and

applications and websites Service access detail records Whenever a user utilizes a telecommunication service, each access is recorded not only for

infrastructure management but also for billing purposes. Depending on the type of service, the resulting records may be referred to as call detail

records (CDRS), SMS/MMS detail records, Internet access detail records, etc. and may include the

•The technology used (2g, 3g, etc The most common use of such data is for basic

While fixed-telephone network operators have access only to static location data mobile networks have much richer and dynamic location data

sparse and generated only when the phone is used and when the network knows which cell a particular handset is currently

phone was attached to, and provides for a rich mobility profile as compared to the event-based billing records

to 3g networks, the handset will always connect to an antenna that supports 3g, even if it is further away.

Despite these location errors or limitations that can occur in analyses using such passive location data, at an aggregate level (temporal

telecommunication services come with an international mobile station equipment identity IMEI) number. This 15 or 16 digit number is

captured whenever a device is used to access 209 Measuring the Information Society Report 2014 Table Annex Box 1:

GSM-GPS and assisted GPS (A-GPS Both of these utilize the network (mainly via triangulation from multiple base stations) to augment the satellite

telecommunication services. In addition to serving as a unique serial number for the handset, parts of it can reveal information

technology (e g. 2g, 3g, LTE), and it can be used for the collective categorization of handsets

Furthermore, devices used to access the Internet mobile handsets, routers, modems) also have a unique identifier known as a media access

control46 (MAC) address. Such identifiers can provide details of the device used to access the network.

Telecom network operators capture various items of demographic data during the customer registration process. These can include the

6 See https://www. google. org/denguetrends /7 A good example of this is the Conference Board Help Wanted Online (HWOL) data series that measures the number of new

first time online jobs and jobs reposted from the previous month for over 16 000 Internet job boards, corporate boards and

smaller job sites in the United states. More information can be found at http://www. conference-board. org/data/helpwantedonline. cfm

/9 According to Peerreach. com, 20 per cent of Indonesia†s online population uses Twitter, the second highest ratio in the world

See http://www. ibtimes. com/twitter-usage-statistics-which-country-has-most-active-twitter-population-1474852

/11 ITU World Telecommunication/ICT Indicators database, 17th edition, 2014, available at http://www. itu. int/en/ITU-D/Statistics/Pages/publications/wtid. aspx

12 See http://blog. stephenwolfram. com/2013/04/data science-of-the-facebook-world /13 Mobile phone records have been used to infer locations of economic activity within,

and patterns of migration to, slum areas in Kenya (Wesolowski and Eagle, 2010) and internal migration in Rwanda (Joshua E. Blumenstock, 2012.

mobile phone records to forecast the socioeconomic levels of localities, thereby yielding approximate census maps (Frias

mobile phone usage and regional economic development in CÃ'te d†Ivoire 14 The term â€oemetadata†is used also quite extensively to refer to TGD from telecommunication operators

15 Deep packet inspection (DPI) is a process that utilizes specialized software to scan all of the data packets traversing a

http://en. wikipedia. org/wiki/Deep packet inspection 16 It should be noted that there is not a harmonized methodology for the allocation of revenues from bundled packages to

Taking into account the increasing trend towards the bundling of telecommunication services (e g double-and triple-play offers), revenue figures disaggregated per service are in most cases not comparable across operators

in order to understand which sites were accessed, in what order and how much time was spent at each Endnotes

18 Comments by SK TELECOM CEO Jinwu So to Mobile Asia Expo attendees -http://www. lightreading. com/document. asp?

19 For more information on Cignifi, see their website at http://www. cignifi. com /20 The full report can be accessed at http://unstats. un. org/unsd/statcom/doc14/2014-11-Bigdata-E. pdf

27 Jana has integrated its systems with 237 mobile operators worldwide, giving them a reach of almost 2 billion subscribers

29 For more information regarding this project, see http://web. worldbank. org/WBSITE/EXTERNAL/EXTABOUTUS

whereby a website†s structure and content are optimized to make the site more visible to the webpage-indexing process of one or more search engines,

thereby ensuring that the website and/or webpage appears higher up in the results of a search query

http://en. wikipedia. org/wiki/Deep packet inspection 43 Based on interviews between LIRNEASIA and operators in South and Southeast asia

regulation on the Indian Department of Telecommunications website http://dot. gov. in/sites/default/files/Unified%20licence 0. pdf

Chapter 5. The role of big data for ICT monitoring and for development 212 45 Most network operators use multiple sectorized antennas on a single base station.

For more information, see http://en. wikipedia. org/wiki/Sector antenna 46 A media access control (MAC) address is a unique identifier that is assigned to network interfaces mostly by a hardware

For example, the telecom operator captures the MAC address from a modem or router or handset that

http://en. wikipedia. org/wiki/MAC ADDRESS 47 An international mobile subscriber identity (IMSI) number is a 15-digit number unique to the particular SIM in a subscriber†s

handset. The mobile operator†s system retains a mapping between an IMSI number and the particular mobile number

http://en. wikipedia. org/wiki/International mobile subscriber identity 213 Measuring the Information Society Report 2014 List of references

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1. Fixed-telephone subscriptions per 100 inhabitants Fixed-telephone subscriptions refers to the sum of

active analogue fixed-telephone lines, voice -over-IP (Voip) subscriptions, fixed wireless local loop (WLL) subscriptions, ISDN voice-channel

wire, voice services using Internet Protocol IP) delivered over fixed (wired)- broadband infrastructure (e g. DSL, fibre optic), and voice

fixed-line telephone network (and not a mobile -cellular network. In the case of Voip, it refers to

2. Mobile-cellular telephone subscriptions per 100 inhabitants Mobile-cellular telephone subscriptions refers to the number of subscriptions to a public mobile

-telephone service which provides access to the public switched telephone network (PSTN) using cellular technology. It includes both the number

of postpaid subscriptions and the number of active prepaid accounts (i e. that have been Annex 1. ICT Development Index (IDI) methodology

all mobile-cellular subscriptions that offer voice communications. It excludes subscriptions via data cards or USB modems, subscriptions to

public mobile data services, private trunked mobile radio, telepoint, radio paging and telemetry services 3. International Internet bandwidth (bit/s) per

Internet user International Internet bandwidth refers to the total used capacity of international Internet bandwidth, in megabits per second (Mbit/s

It is measured as the sum of used capacity of all Internet exchanges offering international bandwidth.

If capacity is asymmetric, then the incoming capacity is used. International Internet bandwidth (bit/s) per Internet user is calculated by

converting to bits per second and dividing by the total number of Internet users 4. Percentage of households with a computer

A computer refers to a desktop computer a laptop (portable computer or a tablet or similar handheld computer.

It does not include equipment with some embedded computing abilities, such as smart TV SETS, and devices with

telephony as a main function, such as mobile phones or smartphones. Household with a computer means that the computer is available

for use by all members of the household at any time. The computer may or may not be owned

by the household, but should be considered a household asset. 3 Data are obtained by countries through national

to obtain them, for example from NSO websites There are certain data limits to this indicator insofar as estimates have to be calculated for

5. Percentage of households with Internet access The Internet is a worldwide public computer network.

It provides access to a number of communication services, including the World wide web, and carries e-mail, news

Internet access means that the Internet is available for use by all members of the household at any

to obtain them, for example from NSO websites There are certain data limits to this indicator insofar as estimates have to be calculated for

1. Percentage of individuals using the Internet Individuals using the Internet refers to people who used the Internet from any location and

for any purpose, irrespective of the device and network used, in the last three months.

It can be via a computer (i e. desktop computer laptop computer or tablet or similar handheld 223

computer), mobile phone, games machine DIGITAL TV, etc..Access can be fixed via a or mobile network Data are obtained by countries through national

to obtain them, for example from NSO websites There are certain data limits to this indicator insofar as estimates have to be calculated for

the public Internet (a TCP IP connection. High -speed access is defined as downstream speeds equal to, or greater than, 256 kbit/s. Fixed (wired

such as Ethernet LAN, and broadband-over -powerline (BPL) communications. Subscriptions with access to data communications (including

the Internet) via mobile-cellular networks are excluded 3. Wireless-broadband subscriptions per 100 inhabitants Wireless-broadband subscriptions refers to the sum

broadband and active mobile-broadband subscriptions to the public Internet •Satellite broadband subscriptions refers

to the number of satellite Internet subscriptions with an advertised download speed of at least 256 kbit/s. It

refers to the retail subscription technology and not the backbone technology •Terrestrial fixed wireless broadband

of terrestrial fixed Wireless internet subscriptions with an advertised download speed of at least 256 kbit/s. This

•Active mobile-broadband subscriptions refers to the sum of standard mobile -broadband subscriptions and dedicated

mobile-broadband data subscriptions to the public Internet. It covers actual subscribers, not potential subscribers

even though the latter may have broadband-enabled handsets. Standard mobile-broadband subscriptions refers to active mobile-cellular subscriptions

with advertised data speeds of 256 kbit/s or greater that allow access to the

greater Internet via HTTP and which have been used to set up an Internet data connection using Internet Protocol (IP) in

the past three months. Standard SMS and MMS messaging do not count as an active

Internet data connection, even if the messages are delivered via IP. Dedicated mobile-broadband data subscriptions refers to subscriptions to dedicated data

services (over a mobile network) that allow access to the greater Internet and which are purchased separately from

voice services, either as a standalone service (e g. using a data card such as a USB modem/dongle) or as an add-on data

Prepaid mobile -broadband plans require use if there is no monthly subscription. This indicator could also include mobile Wimax subscriptions

For instance, Internet use data of country A was estimated by using Internet use data of country B from the same region

with similar level of GNI per capita and similar level of fixed Internet and wireless-broadband

subscriptions. The same logic was applied to estimate missing data for all indicators included in the index

international Internet bandwidth (expressed as bit/s per user There are certain particularities that need to be

•International Internet bandwidth per Internet user, which in 2013 ranges from 136 (bits/s/user) to almost 6 445 759

Values for this indicator vary significantly between countries. To diminish the effect of the huge dispersion of values, the data

•Mobile-cellular subscriptions, which in 2013 range from 5. 6 to 304 per 100 inhabitants.

•Fixed-telephone subscriptions per 100 inhabitants, which in 2013 range from zero to 124.

In line with fixed-telephone subscriptions the ideal value was defined at 60 per 100 inhabitants After normalizing the data, the individual series

Fixed-telephone subscriptions per 100 inhabitants 0. 20 Mobile-cellular telephone subscriptions per 100 inhabitants 0. 20

International Internet bandwidth per Internet user 0. 20 Percentage of households with a computer 0. 20

Percentage of individuals using the Internet 0. 33 Fixed (wired)- broadband Internet subscriptions per 100 inhabitants 0. 33

Wireless-broadband subscriptions per 100 inhabitants 0. 33 ICT skills 0. 20 Adult literacy rate 0. 33

•ICT access is measured by fixed-telephone subscriptions per 100 inhabitants, mobile -cellular subscriptions per 100 inhabitants

international Internet bandwidth per Internet user, percentage of households with a computer and percentage of households with Internet access

•ICT use is measured by percentage of individuals using the Internet, fixed wired)- broadband Internet subscriptions

per 100 inhabitants and wireless -broadband subscriptions per 100 inhabitants •ICT skills are approximated by adult

literacy rate, secondary gross enrolment ratio and tertiary gross enrolment ratio The values of the sub-indices were calculated

The ideal value of 787†260 bit/s per Internet user is equivalent to 5. 90 if transformed to a log scale

*a Fixed-telephone subscriptions per 100 inhabitants 60 37.4 b Mobile-cellular telephone subscriptions per 100 inhabitants 120 127.5

c International Internet bandwidth per Internet user**787'260 261'221 d Percentage of households with a computer 100 93.1

e Percentage of households with Internet access 100 92.7 ICT use f Percentage of individuals using the Internet 100 94.6

g Fixed (wired)- broadband Internet subscriptions per 100 inhabitants 60 40.2 h Wireless-broadband subscriptions per 100 inhabitants 100 107.5

ICT skills i Adult literary rate 100 99.0 j Secondary gross enrolment ratio 100 124.7

z1 Fixed-telephone subscriptions per 100 inhabitants a/60 0. 20 0. 62 z2 Mobile-cellular telephone subscriptions per 100 inhabitants b/120 0. 20 1. 00

z3 International Internet bandwidth per Internet user log (c)/ 5. 90 0. 20 0. 92 z4 Percentage of households with a computer d/100 0. 20 0. 93

z5 Percentage of households with Internet access e/100 0. 20 0. 93 ICT use z6 Percentage of individuals using the Internet f/100 0. 33 0. 95

z7 Fixed (wired)- broadband Internet subscriptions per 100 inhabitants g/60 0. 33 0. 67

z8 Wireless-broadband subscriptions per 100 inhabitants h/100 0. 33 1. 00 ICT skills

y1 Fixed-telephone subsriptions per 100 inhabitants z1*.*20 0. 12 y2 Mobile-cellular telephone subscriptions per 100 inhabitants z2*.

*20 0. 20 y3 International Internet bandwidth per Internet user z3*.*20 0. 18 y4 Percentage of households with a computer z4*.

*20 0. 19 y5 Percentage of households with Internet access z5*.*20 0. 19 ICT use sub-index (M) y6+y7+y8 0. 40 0. 87

y6 Percentage of individuals using the Internet z6*.*33 0. 32 y7 Fixed (wired)- broadband Internet subscriptions per 100 inhabitants z7*.

*33 0. 22 y8 Wireless-broadband subscriptions per 100 inhabitants z8*.*33 0. 33 ICT skills sub-index (N) y9+y10+y11 0. 20 0. 93

telecommunications/ICT€ 2011, see ITU 2011 and the ITU â€oemanual for Measuring ICT Access and Use by Households and

telecommunications/ICT€ †2011, see ITU 2011b and the ITU â€oemanual for Measuring ICT Access and Use by Households and

fixed-telephone, mobile-cellular, fixed-broadband and mobile-broadband prices; the 2011 and 2012 prices were included for reference, where

websites and/or through direct correspondence Prices were collected from the operator with the largest market share,

telecommunication operator. In some cases especially when prices were advertised not clearly or were described only in the local language

the fixed-telephone, mobile-cellular and fixed-broadband sub-baskets. The IPB is the value calculated from the sum of the price

Group on Telecommunication/ICT Indicators EGTI) 1 and endorsed by the eighth World Telecommunication/ICT Indicators meeting held

in November 2010 in Geneva, Switzerland The fixed-telephone sub-basket The fixed-telephone sub-basket refers to the

monthly price charged for subscribing to the public switched telephone network (PSTN plus the cost of 30 three-minute local calls to

the same (fixed) network (15 peak and 15 off -peak calls. It is calculated as a percentage of a

country†s average monthly GNI per capita, and also presented in USD and PPP$ Annex 2. ICT price data methodology

The fixed-telephone sub-basket does not take into consideration the onetime connection charge. This choice has been made in order to

of the fixed-telephone sub-basket The cost of a three-minute local call refers to

equipment (i e. not from a public telephone It thus refers to the amount the subscriber

take into consideration the price of a telephone set (see Annex Box 2. 1 The ICT Price Basket includes a sub-basket for

fixed telephony because fixed-telephone access remains an important access technology in its own right in a large number of countries

Additionally, the conventional fixed-telephone line is used not only for dial-up Internet access, but also as a basis for upgrading to

DSL broadband technology, which in 2013 still accounted for the majority of all fixed -broadband subscriptions.

Internet access still remains the only Internet access available to some people in developing countries. Since the IPB does not include dial

-up (but only broadband) Internet prices, and since dial-up Internet access requires users to subscribe to a fixed-telephone line, the fixed

-telephone sub-basket can be considered as an indication for the price of dial-up Internet

access The mobile-cellular sub-basket The mobile-cellular sub-basket refers to the price of a standard basket of mobile monthly

usage for 30 outgoing calls per month on-net, off-net to a fixed line and for peak

and off-peak times) in predetermined ratios plus 100 SMS messages. It is calculated as a percentage of a country†s average monthly

The mobile-cellular sub-basket is based on prepaid prices, although postpaid prices are used for countries where prepaid

all mobile-cellular subscriptions The mobile-cellular sub-basket is based largely on, but does not entirely follow, the 2009

methodology of the OECD low-user basket which is the entry-level basket with the smallest

account calls to voicemail (which in the OECD basket represent 4 per cent of all calls), nor non

Rules applied in collecting fixed-telephone prices 1. The prices of the operator with the largest market share (measured by the number of fixed-telephone subscriptions) should be

used 2. Prices should be collected in national currency, including taxes. 3 3. Only residential, single user prices should be collected.

4. From all fixed-telephone plans meeting the above-mentioned criteria, the cheapest postpaid plan on the basis of 30 local calls (15

the cheapest option available, the mobile -cellular sub-basket therefore corresponds to a basic, representative (low-usage) package

OECD mobile-cellular low-user call distribution (2009 methodology Note: N/A: Not applicable Source:

will be taken into consideration for the calculation of the mobile-cellular sub-basket 4. If per-minute prices are advertised only in internal units rather than in national currency,

then this is taken into consideration in the formula for the mobile-cellular sub-basket, based

the mobile-cellular sub-basket formula will be calculated on the basis of 30 calls or 50.9 minutes.

Rules applied in collecting fixed-broadband Internet prices 1. The prices of the operator with the largest market share (measured by the number of subscriptions) should be used

and an advertised download speed of at least 256 kbit/s should be selected. If there is a price distinction between residential and

3. Mobile-broadband prices In 2012, for the first time, ITU collected mobile -broadband prices through its annual ICT Price

Telecommunication/ICT Indicators (EGTI) 9 in 2012, and revised in 2013 by EGTI in view of the

by the eleventh World Telecommunication/ICT Indicators Symposium held in December 2013 in Mexico city, Mexico

for each respective mobile-broadband plan The guiding idea is to base each plan on what

UMTS, HSDPA+/HSDPA, CDMA2000, and IEEE 802. 16e Prices applying to Wifi or hotspots should be excluded

5. Mobile-broadband prices should be collected from the operator with the largest market share in the country, measured by the

number of mobile-broadband subscriptions. If this information is not available, mobile-broadband prices should be collected

from the mobile-cellular operator with the largest market share (measured by the number of mobile-cellular subscriptions) in

6. Different operators can be chosen, for a different mobile-broadband service, if: a) there are differing market leaders for specific

8. Where operators propose different commitment periods for postpaid mobile-broadband plans, the 12-month plan (or the closest

services besides mobile-broadband access, these should be specified in a note 15. Prices refer to a regular (non-promotional) plan

Special prices that apply to a certain type of phone (iphone/Blackberry, ipad) should be excluded

1 The Expert Group on Telecommunication/ICT Indicators (EGTI) was created in May 2009 with the mandate to revise the list

to the World Telecommunication/ICT Indicators Symposium (WTIS 2 In some cases, it is not clear

8 Data for fixed-telephone, mobile-cellular and fixed-broadband have been collected since 2008 through the ITU ICT Price

11 These rules were presented to the Expert Group on Telecommunication/ICT Indicators (EGTI) in September 2012.

to measure mobile-broadband prices were endorsed by the eleventh World Telecommunication/ICT Indicators Symposium held in December 2013 in Mexico city, Mexico

Fixed-telephone subscriptions per 100 inhabitants Mobile-cellular subscriptions per 100 inhabitants International Internet bandwidth

Bit/s per Internet user Percentage of households with computer Percentage of households with Internet access Economy 2012 2013 2012 2013 2012 2013 2012 2013 2012 2013

1 Afghanistan 0. 3 0. 3 65.5 70.0 1†229 2†774 2. 3 2. 5 1. 9 2. 1

Fixed-telephone subscriptions per 100 inhabitants Mobile-cellular subscriptions per 100 inhabitants International Internet bandwidth

Bit/s per Internet user Percentage of households with computer Percentage of households with Internet access Economy 2012 2013 2012 2013 2012 2013 2012 2013 2012 2013

84 Lao P. D. R. 6. 8 10 10.0 13 64.7 15 66.2 9'397 9 10'636 8. 7

ITU World Telecommunication/ICT Indicators database Annex 3. Statistical tables of indicators used to compute de IDI

using the Internet Fixed (wired)- broadband subscriptions per 100 inhabitants Wireless-broadband subscriptions per 100 inhabitants

using the Internet Fixed (wired)- broadband subscriptions per 100 inhabitants Wireless-broadband subscriptions per 100 inhabitants

ITU World Telecommunication/ICT Indicators database Annex 3. Statistical tables of indicators used to compute de IDI

ITU World Telecommunication/ICT Indicators database Annex 3. Statistical tables of indicators used to compute de IDI

Fixed-telephone subscriptions per 100 inhabitants, 2012 1) Incl. 524 958 WLL subscriptions. 2) Incl. payphone, excl.

Voip. 5) Bhutan Telecom is the only service provider as of now in Bhutan. 6) By December 7) Fixed and WLL. 8) Total access

Telecom italia access lines, ULL, Virtual ULL, Naked DSL Wholesale line Rental, Fiber, Public Telephony. 17) The number of fixed public payphones is as of March 2012.18) Fixed Wireless

Fixed-telephone subscriptions per 100 inhabitants, 2013 1) Incl. 420 000 WLL subscriptions. 2) Incl. payphone, excl.

Voip. 5) Estimate. 6) Bhutan Telecom is the only service provider as of now in Bhutan. 7) By December

Telecom italia access lines, ULL, Virtual ULL, Naked DSL, Wholesale line Rental, Fiber, Public Telephony 12) The number of fixed public payphones is as of March 2013.13) Preliminary. 14) Incl. digital lines.

separate ISDN channels (abonnements au tã lã phone fixe. 15) Excl. ISDN channels and fixed wireless subscriptions. 16

subscriptions. 4) Bhutan Telecom and Tashi Cell are the only two service providers in Bhutan. 5) Activity criteria:

Excl. 2 720 698 prepaid cards that are used to provide Travel SIM/World Mobile service. 9) Excl. data-only SIM CARDS and M2m

undividable. 15) Decrease was due to registration of SIMS. 16) Figure obtained from all five mobile (GSM & CDMA) operators

1) Preliminary. 2) Active subscriptions. 3) Bhutan Telecom and Tashi Cell are the two service providers in Bhutan. 4) Activity

voice or data communication in the last month. 5) By December 2013.6) Incl. all mobile cellular subscriptions that

13) Figure obtained from all four mobile (GSM & CDMA) operators currently providing service in the country. 14) Break in comparability.

International Internet bandwidth Bit/s per Internet user, 2012 1) Refers to a survey conducted with the following companies:

International Internet bandwidth Bit/s per Internet user, 2013 1) Purchased capacity. 2) As at December 2013.3) Total installed capacity.

1) Estimated based on 2011 proportion of households with internet and using estimated annual growth rate of 2. 8

and/or have access to internet. Sample weights have been applied. Not restricted to access at home. 5) Incl. desktop computer, laptop/notebook/netbook/tablet,

Assistant (PDA) and other devices for Internet connection (e g. smartphone, game console and e-book reader.

Refers to access at home, on cell phone or other mobile device and via mobile modem. 10) Census data. 11) Excl. households which didn†t know type of internet access 172 346 households

1) Labour force Survey 2013.2) Corresponds to all type of internet connections. 3) Data correspond to dwellings (not

access to internet. Sample weights have been applied. Not restricted to access at home. 5) Included desktop computer laptop/notebook/netbook/tablet,

but excluded palm top/Personal digital assistant (PDA) and other devices for Internet connection (e g. smartphone, game console and e-book reader

Use indicators Percentage of individuals using the Internet, 2012 1) 15 years and older. Last 12 months. 2) Users in the last 3 months. 3) Estimated based on 2011 Residential consumer survey

result and TRA analysis of the growth. 4) Individuals aged 16 and over. 5) Preliminary. 6) In the last 3 months.

individuals 15 years and above. 12) The methodology depends basically on the number of internet users using hard indicators

internet by the household size over the total estimated population. Sample weights have also been applied.

computer and Internet usage is 3 months only. 28) U s. Census bureau, Table 2: http://www. census. gov/hhes/computer

Percentage of individuals using the Internet, 2013 1) Individuals aged 15 years and over. 2) Population age 16-74.3) Labour force Survey 2013.4) Individuals aged 6 and over

The estimate is based on weighting households who use internet by the household size over the total estimated population

population living in workers†camps. 18) Population age 10+using internet in the last 3 months. 19) Individuals aged 15 to 72

1) Internet Activity Survey, June 2) Incl. fixed wireless broadband. 3) Fixed broadband in Bhutan is provided via ADSL/DSL

equal to, 512 Kbps. 9) By December 2012.10) Only ETL and LTC. 11) Preliminary. 12) Full VDSL. 13) Speeds equal to or greater

kbps in at least one direction, consistent with the reporting threshold the FCC adopted in 2000.20) Incl.

1 november 2013.2) Preliminary. 3) Internet Activity Survey, June 2013.4) Fixed broadband provided through ADSL/DSL

or equal to, 512 Kbps. 11 december 2013. These are the subscriptions with the minimum download speed of 512 kbps. This is as per the revised definition of

Broadband in India with effect from 18th july 2013.12) December 13) ADSL and Leased lines. 14) Based on 2013q3 data

Data reflect subscriptions with associated transfer rates exceeding 200 kbps in at least one direction, consistent with the

1) Only fixed Wimax subscriptions. 2) Internet Activity Survey, June 3) Break in comparability: including all categories of

mobile broadband. 4) Total number of EDGE/GPRS subscribers: 97 520.5) Break in comparability: from this year incl.

satellite. 6) Change in definition, break in comparability. 7) High use of mobile phones to access the internet. 8) Incl.

Box and RLANS. 9) Break in comparability, from this year incl. prepaid mobile-broadband subscriptions. 10) Incl. subscriptions

to Wifi hotspots. 11) Methodology changed from ability to have mobile broadband to actual mobile broadband usage

12) Satellite, BWA and active mobile subscriptions. 13) Estimate based on partial SIT data and ITU estimates. 14) Speeds

or equal to, 512 Kbps. 15) Rightel (Tamin Telecom) has been given license to operate 3g services and started

/Data refer to the sum of fixed wireless broadband and active mobile -broadband subscriptions. 16) Incl. mobile broadband and Wimax. 17) Estimate. 18) ETL and LTC. 19) Incl. narrowband

connections. 20) Drop in mobile-broadband subscriptions because in 2011 the operator offered free Internet access for a

limited amount of time so that many people used the free service. 21) Preliminary. 22) Mobile broadband only.

but data are not available. 23) Operators data/ictqatar estimate. 24) Refers to active mobile-broadband

subscriptions only. 25.dec 26) Incl. 4125165 active mobile-broadband subscriptions plus 3203 Wimax subscriptions. Excl satellite subscriptions. 27) Excl. satellite and fixed wireless. 28) Incl. mobile subscriptions with potential access

1) Only fixed Wimax subscriptions. 2) Preliminary. 3) Internet Activity Survey, June 2013.4) Total number of EDGE/GPRS

12) Satellite, BWA and active mobile subscriptions. 13) Incl. VSAT. 14) Speeds greater than, or equal to, 512 Kbps

15) subscriptions with minimum download speed of 512 kbps. This is as per the revised definition of Broadband in India with

effect from 18th july 2013.16) Data refer to the sum of fixed wireless broadband and active mobile-broadband subscriptions

17) 2013 data is an estimate as of June 30, 2013.18) Incl. mobile broadband and Wimax. 19) Estimate based on 1. Standard

mobile subscriptions using data services 2. Dedicated data subscriptions 3. Add on data packages. 20) Based on 2013q3

data. 21) Per June 2013.22) Mobile broadband only. Fixed wireless and satellite exist but data are not available. 23) Operatorsâ€

anticipate that Mobile broadband and terrestrial fixed broadband services would be in place by the end of 2014.27) OFCOM

active mobile-broadband subscriptions plus 3175 Wimax International Telecommunication Union Telecommunication Development Bureau Place des Nations

CH-1211 Geneva 20 Switzerland www. itu. int ISBN 978-92-61-14661-0 SAP id

9 7 8 9 2 6 1 1 5 2 9 1 8 3 9 4 6 4

1. 4 Revenue and investment in the telecommunication sector 1. 5 Use of ICTS 1. 6 Emerging ICT measurement issues

4. 2 Fixed-telephone and mobile-cellular prices 4. 3 Broadband prices 4. 4 Income inequality and broadband prices

4. 5 The impact of competition and regulation on telecommunication prices Chapter 5. The role of big data for ICT monitoring and for development

5. 3 Telecommunication data and their potential for big data analytics 5. 4 Big data from mobile telecommunications for development and for better monitoring

5. 5 Challenges and the way forward List of references Annex 1. ICT Development Index (IDI) methodology


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