Synopsis: Education:

Soumitra Dutta, Cornell University Bruno Lanvin, INSEAD Editors  2014 World Economic Forum The Global Information technology Report 2014 is

Professor Klaus Schwab Executive Chairman Espen Barth Eide Managing director, Centre for Global Strategies EDITORS Beã at Bilbao-Osorio, Associate Director and Senior

Soumitra Dutta, Dean, Samuel Curtis Johnson Graduate School of management, Cornell University Bruno Lanvin, Executive director, European Competitiveness Initiative, INSEAD

GLOBAL COMPETITIVENESS AND BENCHMARKING NETWORK Jennifer Blanke, Chief Economist, Head of the Global Competitiveness and Benchmarking Network

Cornell University), and Bruno Lanvin (INSEAD The Networked Readiness Index Rankings xix Part 1: The Current Networked 1

Soumitra Dutta (Cornell University), and Bruno Lanvin (INSEAD 1. 2 The Internet of Everything: How 35

Curtis Johnson Graduate school of Management at Cornell University, Bruno Lanvin at INSEAD, and Beã at

Bilbao-Osorio at the World Economic Forum†for their leadership in this project, together with the other

those that master this tension. They base their strategies on their distinctive capabilities: the things they do

Those who master the new digital technologies in a disciplined way, in the service of their focused

SOUMITRA DUTTA, Cornell University BRUNO LANVIN, INSEAD When The Global Information technology Report (GITR and the Networked Readiness Index (NRI) were created

and (3) supporting education that focuses on data science skills Making Big data Something More than the â€oenext Big

SOUMITRA DUTTA, Cornell University BRUNO LANVIN, INSEAD When The Global Information technology Report (GITR and the Networked Readiness Index (NRI) were created

college students are more likely to succeed in which courses. 5 But succeeding with big data requires more than

the quality of the educational system, the level of adult literacy, and the rate of secondary education enrollment Usage subindex

The usage subindex assesses the individual efforts of the main social agents†that is, individuals, business

result from their impacts on the environment, education energy consumption, health progress, or more-active civil participation.

education, as a proxy for the potential benefits that are associated with the use of ICTS in education

Business and innovation environment Political and regulatory environment Networked Readiness Index Affordabilityreadiness Infrastructure and digital content

readiness, such as the quality of the educational system and the accessibility of digital content; into ICT usage such as capacity to innovate and the importance of

of the overall educational system (18th), notably in the area of math and science (47th), may represent part of

good educational system that provides the necessary skills to create a knowledge-based, technology-rich economy.

and the perceived quality of its educational system 14th), which seems to provide the right set of skills to

and in the quality of education in important areas for innovation, such as mathematics and science (39th could help Austria leverage its digital potential better and

are needed to improve the digital literacy of the population to boost the overall skills capacity of the workforce through

effective educational and training systems; and to encourage an effective integration of ICTS with other sources of

on-the-job training. To maximize their impact, these activities will need to be coordinated across stakeholders, so creating

and low levels of on-the-job training 105th) result in low levels of innovation, in terms of both

its educational system (114th. Addressing these long -term challenges over the coming years will be crucial for Azerbaijan to diversify its economy

including a poor quality educational system (85th) that hinders its capacity to fully leverage ICTS to innovate

improving the quality of the educational systems and of the scientific and technological base in the country, and supporting

participation in secondary education is growing to reach 86.6 percent of its population), it is not growing

quality of its educational system is improving as well as its population†s participation in higher education with a secondary education enrollment rate of 81

percent. Yet readiness can be enhanced further by continuing investing in education and especially in ICT

infrastructure, where the capacity of secure Internet servers (105th) and electricity production (104th) remain insufficient to sustain future ICT development.

Usage also on a positive trend, has stayed more stable Across stakeholders, businesses (36th) lead, with

and wide gaps in education participation that limit the creation of a wide skill base (101st.

progress made in secondary education participation 68.5 percent, ranking 105th) and literacy rate (127th The inadequate diffusion of basic skills required

in a knowledge society is certainly a drag on ICT development and hinders leveraging the yet-untapped

red tape, and education. However, this vision has yet to translate into a structural transformation of India†s

for higher quality in the educational system. Business usage is, as in many other Asian economies, at a more

educational system (74th), especially math and science education (107th), continue to hinder Chile†s capacity to fully leverage ICTS to support innovation and the

transition to a knowledge-based economy Panama continues its ascent in the rankings moving up three spots to 43rd place.

its educational system (75th), notably in important areas for innovation such as math and science (114th), and in

is the quality of its educational system (120th) and its capacity to provide the necessary skills for a changing

science education (108th), resulting in a poor capacity to innovate (83rd) and a small share of its population

such as education, training, and R&d†would help to improve the situation going forward Argentina drops one position to reach 100th place

share of its population that graduates from secondary education (139th) also affect its capacity to fully

leverage ICTS to boost innovation (93rd) or increase its population†s online participation (112th Despite some very significant efforts to boost its

some concerns about the quality of education (56th that†coupled with favorable conditions for innovation and entrepreneurship (14th) and a high capacity

the quality of its educational system (48th), notably in math and science (77th), these weaknesses hamper

their educational systems, hindering their capacity to fully leverage the existing ICT uptake and resulting in lower

Chronicle of Higher education, July 18. Available at https //chronicle. com/article/College-Degrees-Designed-by/132945

/Schaefer, S.,C. Harrisonh, N. Lamba, and V. Srikanth. 2011. Smarter Cities Series: Understanding the IBM Approach to Traffic

*2. 07 Tertiary education gross enrollment rate %2. 08 Quality of management schools *2. 09 Government procurement of advanced technology

5. 01 Quality of educational system *5. 02 Quality of math and science education *5. 03 Secondary education gross enrollment rate

%5. 04 Adult literacy rate %USAGE SUBINDEX Usage subindex=1/3 Individual usage +1/3 Business usage

+1/3 Government usage 6th pillar: Individual usage 6. 01 Mobile phone subscriptions per 100 population

6. 02 Percentage of individuals using the Internet 6. 03 Percentage of households with computer

7. 06 Extent of staff training *8th pillar: Government usage 8. 01 Importance of ICTS to government vision of the future

Machineâ learning Speechâ recognition Textâ mining Videoâ analysis Contextualâ marketing Userâ activityâ tracking Real-timeâ analytics

scientists with an advanced education in mathematics or statistics who are also able to translate raw data material

educational institutions have started now to establish courses to address this scarcity, the market demand is already considerable

•speed and scale up the education of talent to address the likely significant shortage of talent

Such PPPS can avoid having students in tailored university programs graduate with outdated learning by fostering and exploiting private contributions to

the educational agenda. PPPS can involve public sponsorship of private education programs, and private support for university education in terms of

knowledge transfer and financial endowments Figure 3: Big data maturity framework Source: Booz & Company Enablers of

environment readiness Success factors for internal capabilities Maturity stages in the usage of big data Traditional applications

Education/training Stage 1 Performance management Stage 2 Functional area excellence Stage 3 Value proposition

infrastructure and education programs to prepare for large-scale demand from organizations intent on using big data. In more developed countries, however, the

help from the University of Louvain (Belgium) and the MIT Human Dynamics Laboratory (United states), along

with collaboration from Bouake University (CÃ'te d†Ivoire the United Nation†s Global Pulse, the World Economic

ethnic boundaries by researchers from the University of California, San diego. This method relies on the

by groups from Novi Sad University (Serbia), Ã cole Polytechnique FÃ dã rale de Lausanne (EPFL

data†across seven domains†education, transportation consumer products, electricity, oil and gas, healthcare and consumer finance†can generate more than US$3

from Texas University on 500,000 Netflix users who had voted anonymously for their preferred movies back

They must also ensure the education and training of a qualified workforce and safeguard Internet safety.

World Economic Forum, INSEAD, and Cornell University 93†100  2014 World Economic Forum 1. 7:

The University of Texas at Austin Available at http://arxiv. org/PS CACHE/cs/pdf/0610/0610105v2. pdf

recent project, a university-based group of academics mined data from 60 years of historical weather

University analyzed calling data of over 2 million mobile phones to detect the pattern of population movements

and (3) supporting education that focuses on data science skills Open data initiatives The use of data across sectors can drive innovation and

16 Mccormick University 2012. See also Chen 2013 17 Sims 2011 18 See www. flightcaster. com

Clinicians from the Imperial College London, while reviewing open statistical data from the United Kingdom†s

Mccormick University, 2012. â€oebig-Data Approach Leads to More Accurate Hurricane Forecasting. †News from Mccormick

-looking education and immigration policies Flawed data governance Big data is not a substitute for†much less a solution

available or cannot be acquired by cross-training existing employees •Hire people with related skills if the needed skills

and training and development. It should also be the repository of best practices. It should

2. 07 Tertiary education gross enrollment rate%..%50.54.9 2. 08 Quality of management schools*..*84.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*52.4.0 5. 02 Quality of math & science education*..*54.4.3

5. 03 Secondary education gross enrollment rate%..%90.82.4 5. 04 Adult literacy rate%..%56.96.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...70.110.7 6. 02 Individuals using Internet%..

%58.54.7 6. 03 Households w/personal computer%..%95.20.0 6. 04 Households w/Internet access%..%87.20.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*36.4.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%50.54.9 2. 08 Quality of management schools*..*84.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*52.4.0 5. 02 Quality of math & science education*..*54.4.3

5. 03 Secondary education gross enrollment rate%..%90.82.4 5. 04 Adult literacy rate%..%56.96.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...70.110.7 6. 02 Individuals using Internet%..

%58.54.7 6. 03 Households w/personal computer%..%95.20.0 6. 04 Households w/Internet access%..%87.20.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*36.4.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%78.31.5 2. 08 Quality of management schools*..*135.3.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*133.2.7 5. 02 Quality of math & science education*..*132.2.7

5. 03 Secondary education gross enrollment rate%..%46.97.6 5. 04 Adult literacy rate%..%117.72.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...94.97.9 6. 02 Individuals using Internet%..

%113.15.2 6. 03 Households w/personal computer%..%90.24.2 6. 04 Households w/Internet access%..%91.19.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*139.3.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%128.7.5 2. 08 Quality of management schools*..*148.2.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*144.2.2 5. 02 Quality of math & science education*..*147.2.1

5. 03 Secondary education gross enrollment rate,%140.31.5 5. 04 Adult literacy rate%..%121.70.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...138.47.1 6. 02 Individuals using Internet%..

%109.16.9 6. 03 Households w/personal computer%..%118.8.5 6. 04 Households w/Internet access%..%115.7.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*124.3.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%17.74.8 2. 08 Quality of management schools*..*33.4.9 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*104.3.2 5. 02 Quality of math & science education*..*116.3.2

5. 03 Secondary education gross enrollment rate%..%72.90.2 5. 04 Adult literacy rate%..%50.97.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...19.151.9 6. 02 Individuals using Internet%..

%54.55.8 6. 03 Households w/personal computer%..%58.56.0 6. 04 Households w/Internet access%..%58.47.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*100.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%59.46.0 2. 08 Quality of management schools*..*120.3.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*69.3.7 5. 02 Quality of math & science education*..*67.4.2

5. 03 Secondary education gross enrollment rate%..%54.95.9 5. 04 Adult literacy rate%..%11.99.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...65.111.9 6. 02 Individuals using Internet%..

%84.39.2 6. 03 Households w/personal computer%..%79.34.0 6. 04 Households w/Internet access%..%81.25.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*114.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%8...83.2 2. 08 Quality of management schools*..*29.5.1

5. 01 Quality of educational system*..*23.4.8 5. 02 Quality of math & science education*..*37.4.6

5. 03 Secondary education gross enrollment rate%..%1...133.0 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...84.105.6 6. 02 Individuals using Internet%..

%18.82.4 6. 03 Households w/personal computer%..%17.85.2 6. 04 Households w/Internet access%..%17.81.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*30.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%25.71.0 2. 08 Quality of management schools*..*40.4.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*24.4.8 5. 02 Quality of math & science education*..*39.4.6

5. 03 Secondary education gross enrollment rate%..%41.98.0 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...11.160.5 6. 02 Individuals using Internet%..

%21.81.0 6. 03 Households w/personal computer%..%22.81.0 6. 04 Households w/Internet access%..%20.79.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*16.4.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%96.19.6 2. 08 Quality of management schools*..*134.3.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*114.3.1 5. 02 Quality of math & science education*..*110.3.3

5. 03 Secondary education gross enrollment rate%..%38.99.5 5. 04 Adult literacy rate%..%3...99.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...73.108.8 6. 02 Individuals using Internet%..

%59.54.2 6. 03 Households w/personal computer%..%67.45.0 6. 04 Households w/Internet access%..%61.46.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*80.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%77.33.5 2. 08 Quality of management schools*..*85.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*48.4.1 5. 02 Quality of math & science education*..*77.4.0

5. 03 Secondary education gross enrollment rate%..%56.95.5 5. 04 Adult literacy rate%..%80.91.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...10.161.2 6. 02 Individuals using Internet%..

%10.88.0 6. 03 Households w/personal computer%..%3...92.7 6. 04 Households w/Internet access%..%20.79.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*41.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%109.13.2 2. 08 Quality of management schools*..*105.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*98.3.3 5. 02 Quality of math & science education*..*112.3.3

5. 03 Secondary education gross enrollment rate,%119.50.8 5. 04 Adult literacy rate%..%132.57.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...128.62.8 6. 02 Individuals using Internet%..

%128.6.3 6. 03 Households w/personal computer%..%130.4.8 6. 04 Households w/Internet access%..%133.3.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*137.3.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%37.60.8 2. 08 Quality of management schools*..*26.5.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*6...5. 3 5. 02 Quality of math & science education*..

*9...5. 5 5. 03 Secondary education gross enrollment rate%..%23.104.7 5. 04 Adult literacy rate%..

%n/a n/a INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

46.122.5 6. 02 Individuals using Internet%..%32.73.3 6. 03 Households w/personal computer%..%41.69.2 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*32.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%27.69.3 2. 08 Quality of management schools*..*2...6. 0

5. 01 Quality of educational system*..*7...5. 3 5. 02 Quality of math & science education*..

*3...6. 0 5. 03 Secondary education gross enrollment rate%..%19.106.5 5. 04 Adult literacy rate%..

%14.99.0 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

68.111.3 6. 02 Individuals using Internet%..%19.82.0 6. 03 Households w/personal computer%..%25.80.0 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*19.4.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%111.12.4 2. 08 Quality of management schools*..*73.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*101.3.2 5. 02 Quality of math & science education*..*66.4.2

5. 03 Secondary education gross enrollment rate,%123.47.7 5. 04 Adult literacy rate%..%142.42.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...110.83.7 6. 02 Individuals using Internet%..

%136.3.8 6. 03 Households w/personal computer%..%131.4.2 6. 04 Households w/Internet access%..%139.2.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*136.3.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%124.8.7 2. 08 Quality of management schools*..*111.3.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*41.4.3 5. 02 Quality of math & science education*..*71.4.1

5. 03 Secondary education gross enrollment rate,%101.73.9 5. 04 Adult literacy rate%..%137.52.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...118.75.6 6. 02 Individuals using Internet%..

%100.25.4 6. 03 Households w/personal computer%..%101.16.4 6. 04 Households w/Internet access%..%102.11.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*119.3.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%72.37.7 2. 08 Quality of management schools*..*126.3.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*89.3.4 5. 02 Quality of math & science education*..*98.3.6

5. 03 Secondary education gross enrollment rate%..%95.77.3 5. 04 Adult literacy rate%..%84.91.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...104.90.4 6. 02 Individuals using Internet%..

%91.34.2 6. 03 Households w/personal computer%..%88.25.9 6. 04 Households w/Internet access%..%107.10.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*112.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%71.37.7 2. 08 Quality of management schools*..*41.4.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*132.2.7 5. 02 Quality of math & science education*..*13.5.4

5. 03 Secondary education gross enrollment rate%..%75.89.3 5. 04 Adult literacy rate%..%49.98.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...105.87.6 6. 02 Individuals using Internet%..

%40.65.4 6. 03 Households w/personal computer%..%73.39.8 6. 04 Households w/Internet access%..%70.39.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*58.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%130.7.4 2. 08 Quality of management schools*..*97.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*65.3.7 5. 02 Quality of math & science education*..*92.3.8

5. 03 Secondary education gross enrollment rate%..%92.81.7 5. 04 Adult literacy rate%..%102.85.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...17.153.8 6. 02 Individuals using Internet%..

%121.11.5 6. 03 Households w/personal computer%..%109.12.3 6. 04 Households w/Internet access%..%110.9.1 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*87.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%86.25.6 2. 08 Quality of management schools*..*49.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*121.3.0 5. 02 Quality of math & science education*..*136.2.6

5. 03 Secondary education gross enrollment rate%..%20.105.8 5. 04 Adult literacy rate%..%85.90.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...43.125.0 6. 02 Individuals using Internet%..

%65.49.8 6. 03 Households w/personal computer%..%65.49.9 6. 04 Households w/Internet access%..%62.45.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*44.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%90.24.3 2. 08 Quality of management schools*..*52.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*32.4.4 5. 02 Quality of math & science education*..*29.4.8

5. 03 Secondary education gross enrollment rate%..%15.107.8 5. 04 Adult literacy rate%..%62.95.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...62.114.0 6. 02 Individuals using Internet%..

%48.60.3 6. 03 Households w/personal computer%..%14.86.9 6. 04 Households w/Internet access%..%30.72.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*26.4.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%41.59.6 2. 08 Quality of management schools*..*112.3.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*90.3.4 5. 02 Quality of math & science education*..*59.4.3

5. 03 Secondary education gross enrollment rate%..%61.93.2 5. 04 Adult literacy rate%..%46.98.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...21.148.1 6. 02 Individuals using Internet%..

%55.55.1 6. 03 Households w/personal computer%..%61.52.0 6. 04 Households w/Internet access%..%55.51.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*127.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%138.4.6 2. 08 Quality of management schools*..*110.3.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*127.2.7 5. 02 Quality of math & science education*..*97.3.7

5. 03 Secondary education gross enrollment rate,%145.25.9 5. 04 Adult literacy rate%..%147.28.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...129.60.6 6. 02 Individuals using Internet%..

%138.3.7 6. 03 Households w/personal computer%..%135.3.4 6. 04 Households w/Internet access%..%134.2.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*142.2.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%143.3.2 2. 08 Quality of management schools*..*142.2.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*143.2.3 5. 02 Quality of math & science education*..*103.3.4

5. 03 Secondary education gross enrollment rate,%142.28.5 5. 04 Adult literacy rate%..%123.67.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...146.22.8 6. 02 Individuals using Internet%..

%146.1.2 6. 03 Households w/personal computer%..%147.0.1 6. 04 Households w/Internet access%..%146.0.1 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*147.2.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%104.15.8 2. 08 Quality of management schools*..*108.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*76.3.6 5. 02 Quality of math & science education*..*102.3.5

5. 03 Secondary education gross enrollment rate,%128.45.0 5. 04 Adult literacy rate%..%112.73.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...36.128.5 6. 02 Individuals using Internet%..

%131.4.9 6. 03 Households w/personal computer%..%128.5.4 6. 04 Households w/Internet access%..%127.3.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*66.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%115.11.9 2. 08 Quality of management schools*..*48.4.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*60.3.9 5. 02 Quality of math & science education*..*72.4.1

5. 03 Secondary education gross enrollment rate,%121.50.4 5. 04 Adult literacy rate%..%118.71.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...130.60.4 6. 02 Individuals using Internet%..

%129.5.7 6. 03 Households w/personal computer%..%119.8.3 6. 04 Households w/Internet access%..%129.3.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*78.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%43.58.9 2. 08 Quality of management schools*..*7...5. 7

5. 01 Quality of educational system*..*10.5.2 5. 02 Quality of math & science education*..*17.5.2

5. 03 Secondary education gross enrollment rate%..%26.102.3 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...116.80.1 6. 02 Individuals using Internet%..

%12.86.8 6. 03 Households w/personal computer%..%15.86.6 6. 04 Households w/Internet access%..%16.83.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*34.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%94.20.6 2. 08 Quality of management schools*..*116.3.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*61.3.9 5. 02 Quality of math & science education*..*100.3.5

5. 03 Secondary education gross enrollment rate%..%64.92.7 5. 04 Adult literacy rate%..%105.84.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...108.86.0 6. 02 Individuals using Internet%..

%89.34.7 6. 03 Households w/personal computer%..%87.26.5 6. 04 Households w/Internet access%..%97.13.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*118.3.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%145.2.3 2. 08 Quality of management schools*..*140.2.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*131.2.7 5. 02 Quality of math & science education*..*127.2.9

5. 03 Secondary education gross enrollment rate,%147.22.8 5. 04 Adult literacy rate%..%145.35.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...144.35.4 6. 02 Individuals using Internet%..

%141.2.1 6. 03 Households w/personal computer%..%139.2.5 6. 04 Households w/Internet access%..%140.2.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*145.2.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%26.70.5 2. 08 Quality of management schools*..*16.5.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*74.3.6 5. 02 Quality of math & science education*..*107.3.4

5. 03 Secondary education gross enrollment rate%..%74.89.9 5. 04 Adult literacy rate%..%43.98.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...29.138.2 6. 02 Individuals using Internet%..

%45.61.4 6. 03 Households w/personal computer%..%60.53.7 6. 04 Households w/Internet access%..%63.45.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*46.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%91.24.3 2. 08 Quality of management schools*..*83.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*54.4.0 5. 02 Quality of math & science education*..*48.4.4

5. 03 Secondary education gross enrollment rate%..%82.86.6 5. 04 Adult literacy rate%..%66.94.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...115.80.8 6. 02 Individuals using Internet%..

%78.42.3 6. 03 Households w/personal computer%..%70.40.9 6. 04 Households w/Internet access%..%72.37.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*48.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%60.45.0 2. 08 Quality of management schools*..*70.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*86.3.5 5. 02 Quality of math & science education*..*108.3.4

5. 03 Secondary education gross enrollment rate%..%63.92.8 5. 04 Adult literacy rate%..%71.93.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...86.102.9 6. 02 Individuals using Internet%..

%66.49.0 6. 03 Households w/personal computer%..%74.38.4 6. 04 Households w/Internet access%..%75.32.1 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*93.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%56.46.7 2. 08 Quality of management schools*..*17.5.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*20.4.9 5. 02 Quality of math & science education*..*45.4.5

5. 03 Secondary education gross enrollment rate%..%32.101.1 5. 04 Adult literacy rate%..%58.96.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...64.111.9 6. 02 Individuals using Internet%..

%68.47.5 6. 03 Households w/personal computer%..%66.49.0 6. 04 Households w/Internet access%..%59.47.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*23.4.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%125.8.4 2. 08 Quality of management schools*..*62.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*83.3.5 5. 02 Quality of math & science education*..*60.4.3

5. 03 Secondary education gross enrollment rate,%141.28.9 5. 04 Adult literacy rate%..%134.56.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...103.91.2 6. 02 Individuals using Internet%..

%139.2.4 6. 03 Households w/personal computer%..%141.2.3 6. 04 Households w/Internet access%..%144.1.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*40.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%44.58.8 2. 08 Quality of management schools*..*78.4.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*97.3.4 5. 02 Quality of math & science education*..*22.5.0

5. 03 Secondary education gross enrollment rate%..%42.98.0 5. 04 Adult literacy rate%..%40.98.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...60.115.4 6. 02 Individuals using Internet%..

%44.63.0 6. 03 Households w/personal computer%..%42.68.0 6. 04 Households w/Internet access%..%39.66.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*121.3.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%57.46.5 2. 08 Quality of management schools*..*18.5.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*9...5. 3 5. 02 Quality of math & science education*..

*7...5. 6 5. 03 Secondary education gross enrollment rate%..%62.92.8 5. 04 Adult literacy rate%..

%42.98.7 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

91.98.4 6. 02 Individuals using Internet%..%47.61.0 6. 03 Households w/personal computer%..%39.70.0 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*67.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%30.64.6 2. 08 Quality of management schools*..*90.4.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*67.3.7 5. 02 Quality of math & science education*..*83.4.0

5. 03 Secondary education gross enrollment rate%..%52.96.0 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...41.126.9 6. 02 Individuals using Internet%..

%28.75.0 6. 03 Households w/personal computer%..%34.75.0 6. 04 Households w/Internet access%..%33.71.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*68.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%19.73.6 2. 08 Quality of management schools*..*25.5.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*21.4.9 5. 02 Quality of math & science education*..*42.4.5

5. 03 Secondary education gross enrollment rate%..%5...119.5 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...56.117.6 6. 02 Individuals using Internet%..

%4...93.0 6. 03 Households w/personal computer%..%4...92.2 6. 04 Households w/Internet access%..%6...92.0

7. 06 Extent of staff training*..*14.5.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%76.34.0 2. 08 Quality of management schools*..*106.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*140.2.5 5. 02 Quality of math & science education*..*146.2.2

5. 03 Secondary education gross enrollment rate%..%98.75.1 5. 04 Adult literacy rate%..%87.90.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...106.86.9 6. 02 Individuals using Internet%..

%74.45.0 6. 03 Households w/personal computer%..%96.19.8 6. 04 Households w/Internet access%..%99.13.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*76.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%69.38.9 2. 08 Quality of management schools*..*77.4.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*62.3.8 5. 02 Quality of math & science education*..*84.4.0

5. 03 Secondary education gross enrollment rate%..%80.86.8 5. 04 Adult literacy rate%..%82.91.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...81.106.2 6. 02 Individuals using Internet%..

%88.35.1 6. 03 Households w/personal computer%..%82.32.2 6. 04 Households w/Internet access%..%84.22.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*61.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%79.28.8 2. 08 Quality of management schools*..*145.2.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*145.2.2 5. 02 Quality of math & science education*..*145.2.2

5. 03 Secondary education gross enrollment rate%..%97.75.9 5. 04 Adult literacy rate%..%113.73.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...51.119.9 6. 02 Individuals using Internet%..

%75.44.1 6. 03 Households w/personal computer%..%76.37.9 6. 04 Households w/Internet access%..%74.32.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*138.3.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%89.24.5 2. 08 Quality of management schools*..*93.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*109.3.1 5. 02 Quality of math & science education*..*129.2.8

5. 03 Secondary education gross enrollment rate,%107.67.2 5. 04 Adult literacy rate%..%106.84.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...31.137.3 6. 02 Individuals using Internet%..

%99.25.5 6. 03 Households w/personal computer%..%102.15.3 6. 04 Households w/Internet access%..%95.15.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*81.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%24.71.7 2. 08 Quality of management schools*..*54.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*47.4.1 5. 02 Quality of math & science education*..*26.4.9

5. 03 Secondary education gross enrollment rate%..%13.109.1 5. 04 Adult literacy rate%..%1...99.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...12.160.4 6. 02 Individuals using Internet%..

%25.79.0 6. 03 Households w/personal computer%..%31.76.0 6. 04 Households w/Internet access%..%26.75.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*37.4.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%126.8.2 2. 08 Quality of management schools*..*118.3.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*108.3.1 5. 02 Quality of math & science education*..*109.3.4

5. 03 Secondary education gross enrollment rate,%134.37.2 5. 04 Adult literacy rate%..%144.39.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...147.22.4 6. 02 Individuals using Internet%..

%144.1.5 6. 03 Households w/personal computer%..%143.2.1 6. 04 Households w/Internet access%..%141.1.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*123.3.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%2...95.5 2. 08 Quality of management schools*..*10.5.6

5. 01 Quality of educational system*..*2...5. 9 5. 02 Quality of math & science education*..

*2...6. 3 5. 03 Secondary education gross enrollment rate%..%16.107.5 5. 04 Adult literacy rate%..

%14.99.0 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

8...172.3 6. 02 Individuals using Internet%..%7...91.0 6. 03 Households w/personal computer%..%10.88.0

7. 06 Extent of staff training*..*2...5. 5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%45.57.1 2. 08 Quality of management schools*..*5...5. 8

5. 01 Quality of educational system*..*43.4.2 5. 02 Quality of math & science education*..*15.5.2

5. 03 Secondary education gross enrollment rate%..%11.109.9 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...95.97.4 6. 02 Individuals using Internet%..

%17.83.0 6. 03 Households w/personal computer%..%22.81.0 6. 04 Households w/Internet access%..%19.80.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*42.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%131.7.2 2. 08 Quality of management schools*..*127.3.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*126.2.7 5. 02 Quality of math & science education*..*121.3.0

5. 03 Secondary education gross enrollment rate,%117.53.9 5. 04 Adult literacy rate%..%93.89.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...6...179.5 6. 02 Individuals using Internet%..

%126.8.6 6. 03 Households w/personal computer%..%114.10.1 6. 04 Households w/Internet access%..%113.7.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*113.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%139.4.5 2. 08 Quality of management schools*..*46.4.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*29.4.5 5. 02 Quality of math & science education*..*94.3.8

5. 03 Secondary education gross enrollment rate,%115.57.5 5. 04 Adult literacy rate%..%138.51.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...109.85.2 6. 02 Individuals using Internet%..

%120.12.4 6. 03 Households w/personal computer%..%122.7.4 6. 04 Households w/Internet access%..%116.6.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*29.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%82.27.9 2. 08 Quality of management schools*..*107.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*105.3.2 5. 02 Quality of math & science education*..*106.3.4

5. 03 Secondary education gross enrollment rate%..%81.86.8 5. 04 Adult literacy rate%..%4...99.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...77.107.8 6. 02 Individuals using Internet%..

%71.45.5 6. 03 Households w/personal computer%..%80.32.7 6. 04 Households w/Internet access%..%76.32.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*107.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%46.56.5 2. 08 Quality of management schools*..*27.5.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*14.5.1 5. 02 Quality of math & science education*..*21.5.1

5. 03 Secondary education gross enrollment rate%..%30.101.7 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...67.111.6 6. 02 Individuals using Internet%..

%16.84.0 6. 03 Households w/personal computer%..%12.87.0 6. 04 Households w/Internet access%..%15.85.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*10.5.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%112.12.2 2. 08 Quality of management schools*..*51.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*46.4.2 5. 02 Quality of math & science education*..*62.4.2

5. 03 Secondary education gross enrollment rate,%114.58.2 5. 04 Adult literacy rate%..%122.67.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...90.101.0 6. 02 Individuals using Internet%..

%107.17.1 6. 03 Households w/personal computer%..%107.13.8 6. 04 Households w/Internet access%..%105.11.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*79.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%4...91.4 2. 08 Quality of management schools*..*94.3.8

5. 01 Quality of educational system*..*112.3.1 5. 02 Quality of math & science education*..*58.4.3

5. 03 Secondary education gross enrollment rate%..%10.110.8 5. 04 Adult literacy rate%..%55.97.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...49.120.0 6. 02 Individuals using Internet%..

%53.56.0 6. 03 Households w/personal computer%..%56.57.4 6. 04 Households w/Internet access%..%51.54.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*116.3.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%99.17.9 2. 08 Quality of management schools*..*38.4.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*135.2.6 5. 02 Quality of math & science education*..*139.2.4

5. 03 Secondary education gross enrollment rate,%110.65.1 5. 04 Adult literacy rate%..%110.75.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...30.137.8 6. 02 Individuals using Internet%..

%111.16.0 6. 03 Households w/personal computer%..%97.19.2 6. 04 Households w/Internet access%..%109.9.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*28.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%123.8.8 2. 08 Quality of management schools*..*144.2.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*139.2.6 5. 02 Quality of math & science education*..*111.3.3

5. 03 Secondary education gross enrollment rate,%131.38.8 5. 04 Adult literacy rate%..%143.41.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...140.41.8 6. 02 Individuals using Internet%..

%143.1.5 6. 03 Households w/personal computer%..%144.2.1 6. 04 Households w/Internet access%..%145.1.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*129.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%110.12.9 2. 08 Quality of management schools*..*50.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*49.4.1 5. 02 Quality of math & science education*..*53.4.3

5. 03 Secondary education gross enrollment rate%..%22.105.4 5. 04 Adult literacy rate%..%104.85.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...123.68.8 6. 02 Individuals using Internet%..

%93.33.0 6. 03 Households w/personal computer%..%92.22.9 6. 04 Households w/Internet access%..%85.20.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*64.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%n/a n/a 2. 08 Quality of management schools*..

5. 01 Quality of educational system*..*142.2.3 5. 02 Quality of math & science education*..*120.3.0

5. 03 Secondary education gross enrollment rate%.%n/a n/a 5. 04 Adult literacy rate%..%140.48.7

INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...131.59.9

6. 02 Individuals using Internet%..%125.9.8 6. 03 Households w/personal computer%..%123.7.3 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*144.2.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%95.20.6 2. 08 Quality of management schools*..*123.3.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*141.2.4 5. 02 Quality of math & science education*..*144.2.2

5. 03 Secondary education gross enrollment rate,%102.73.1 5. 04 Adult literacy rate%..%101.85.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...99.92.9 6. 02 Individuals using Internet%..

%105.18.1 6. 03 Households w/personal computer%..%104.15.1 6. 04 Households w/Internet access%..%100.13.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*77.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%39.60.1 2. 08 Quality of management schools*..*14.5.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*22.4.8 5. 02 Quality of math & science education*..*10.5.5

5. 03 Secondary education gross enrollment rate%..%21.105.6 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...1...229.2 6. 02 Individuals using Internet%..

%33.72.8 6. 03 Households w/personal computer%..%24.80.3 6. 04 Households w/Internet access%..%22.78.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*21.4.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%42.59.5 2. 08 Quality of management schools*..*68.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*93.3.4 5. 02 Quality of math & science education*..*38.4.6

5. 03 Secondary education gross enrollment rate%..%35.100.8 5. 04 Adult literacy rate%..%13.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...59.116.1 6. 02 Individuals using Internet%..

%34.72.0 6. 03 Households w/personal computer%..%38.71.0 6. 04 Households w/Internet access%..%35.69.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*108.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%10.80.9 2. 08 Quality of management schools*..*22.5.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*16.5.1 5. 02 Quality of math & science education*..*24.4.9

5. 03 Secondary education gross enrollment rate%..%14.108.6 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...76.108.1 6. 02 Individuals using Internet%..

%1...96.2 6. 03 Households w/personal computer%..%2...96.0 6. 04 Households w/Internet access%..%2...95.0

7. 06 Extent of staff training*..*24.4.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%92.23.3 2. 08 Quality of management schools*..*30.5.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*33.4.4 5. 02 Quality of math & science education*..*32.4.7

5. 03 Secondary education gross enrollment rate,%105.68.5 5. 04 Adult literacy rate%..%127.62.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...122.69.9 6. 02 Individuals using Internet%..

%119.12.6 6. 03 Households w/personal computer%..%112.10.9 6. 04 Households w/Internet access%..%108.9.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*53.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%84.27.2 2. 08 Quality of management schools*..*58.4.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*36.4.3 5. 02 Quality of math & science education*..*35.4.7

5. 03 Secondary education gross enrollment rate%..%93.81.2 5. 04 Adult literacy rate%..%77.92.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...61.114.2 6. 02 Individuals using Internet%..

%112.15.4 6. 03 Households w/personal computer%..%103.15.1 6. 04 Households w/Internet access%..%117.6.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*25.4.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%48.55.2 2. 08 Quality of management schools*..*95.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*103.3.2 5. 02 Quality of math & science education*..*40.4.6

5. 03 Secondary education gross enrollment rate%..%83.86.3 5. 04 Adult literacy rate%..%103.85.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...117.76.1 6. 02 Individuals using Internet%..

%98.26.0 6. 03 Households w/personal computer%..%77.37.0 6. 04 Households w/Internet access%..%78.26.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*141.3.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%21.73.5 2. 08 Quality of management schools*..*19.5.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*5...5. 5 5. 02 Quality of math & science education*..

*25.4.9 5. 03 Secondary education gross enrollment rate%..%6...117.8 5. 04 Adult literacy rate%..%14.99.0

INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...78.107.2

6. 02 Individuals using Internet%..%25.79.0 6. 03 Households w/personal computer%..%19.83.0 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*20.4.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%33.62.4 2. 08 Quality of management schools*..*42.4.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*56.4.0 5. 02 Quality of math & science education*..*78.4.0

5. 03 Secondary education gross enrollment rate%..%27.101.9 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...48.120.7 6. 02 Individuals using Internet%..

%31.73.4 6. 03 Households w/personal computer%..%21.82.1 6. 04 Households w/Internet access%..%29.73.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*49.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%31.63.9 2. 08 Quality of management schools*..*31.5.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*72.3.6 5. 02 Quality of math & science education*..*61.4.3

5. 03 Secondary education gross enrollment rate%..%36.100.7 5. 04 Adult literacy rate%..%38.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...13.159.8 6. 02 Individuals using Internet%..

%51.58.0 6. 03 Households w/personal computer%..%44.67.0 6. 04 Households w/Internet access%..%43.63.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*130.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%85.26.0 2. 08 Quality of management schools*..*69.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*66.3.7 5. 02 Quality of math & science education*..*115.3.2

5. 03 Secondary education gross enrollment rate%..%65.92.7 5. 04 Adult literacy rate%..%99.87.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...96.96.3 6. 02 Individuals using Internet%..

%70.46.5 6. 03 Households w/personal computer%..%81.32.6 6. 04 Households w/Internet access%..%82.23.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*62.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%40.59.9 2. 08 Quality of management schools*..*86.4.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*50.4.1 5. 02 Quality of math & science education*..*34.4.7

5. 03 Secondary education gross enrollment rate%..%29.101.8 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...69.110.9 6. 02 Individuals using Internet%..

%24.79.1 6. 03 Households w/personal computer%..%26.80.0 6. 04 Households w/Internet access%..%14.86.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*4...5. 3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%66.39.9 2. 08 Quality of management schools*..*47.4.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*27.4.6 5. 02 Quality of math & science education*..*30.4.8

5. 03 Secondary education gross enrollment rate%..%76.89.1 5. 04 Adult literacy rate%..%59.95.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...37.128.2 6. 02 Individuals using Internet%..

%81.41.0 6. 03 Households w/personal computer%..%59.54.6 6. 04 Households w/Internet access%..%64.43.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*83.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%61.44.5 2. 08 Quality of management schools*..*96.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*88.3.4 5. 02 Quality of math & science education*..*75.4.1

5. 03 Secondary education gross enrollment rate%..%45.97.7 5. 04 Adult literacy rate%..%9...99.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...3...185.8 6. 02 Individuals using Internet%..

%61.53.3 6. 03 Households w/personal computer%..%49.63.0 6. 04 Households w/Internet access%..%53.52.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*56.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%141.4.0 2. 08 Quality of management schools*..*57.4.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*44.4.2 5. 02 Quality of math & science education*..*95.3.8

5. 03 Secondary education gross enrollment rate,%112.60.1 5. 04 Adult literacy rate%..%97.87.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...121.71.2 6. 02 Individuals using Internet%..

%95.32.1 6. 03 Households w/personal computer%..%113.10.8 6. 04 Households w/Internet access%..%103.11.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*54.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%1...100.8 2. 08 Quality of management schools*..*56.4.5

5. 01 Quality of educational system*..*64.3.8 5. 02 Quality of math & science education*..*20.5.1

5. 03 Secondary education gross enrollment rate%..%50.96.7 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...72.109.4 6. 02 Individuals using Internet%..

%15.84.1 6. 03 Households w/personal computer%..%20.82.3 6. 04 Households w/Internet access%..%1...97.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*51.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%93.22.3 2. 08 Quality of management schools*..*92.3.9 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*106.3.1 5. 02 Quality of math & science education*..*99.3.6

5. 03 Secondary education gross enrollment rate%..%34.101.0 5. 04 Adult literacy rate%..%69.93.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...15.156.9 6. 02 Individuals using Internet%..

%23.79.2 6. 03 Households w/personal computer%..%35.75.0 6. 04 Households w/Internet access%..%40.65.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*94.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%64.41.3 2. 08 Quality of management schools*..*139.2.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*123.2.7 5. 02 Quality of math & science education*..*122.3.0

5. 03 Secondary education gross enrollment rate%..%78.88.2 5. 04 Adult literacy rate%..%12.99.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...45.124.2 6. 02 Individuals using Internet%..

%101.21.7 6. 03 Households w/personal computer%..%124.6.9 6. 04 Households w/Internet access%..%118.6.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*131.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%102.17.1 2. 08 Quality of management schools*..*82.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*57.4.0 5. 02 Quality of math & science education*..*90.3.8

5. 03 Secondary education gross enrollment rate,%125.46.5 5. 04 Adult literacy rate%..%116.72.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...127.64.7 6. 02 Individuals using Internet%..

%123.10.7 6. 03 Households w/personal computer%..%117.8.7 6. 04 Households w/Internet access%..%121.5.1 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*55.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%28.67.3 2. 08 Quality of management schools*..*59.4.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*68.3.7 5. 02 Quality of math & science education*..*33.4.7

5. 03 Secondary education gross enrollment rate%..%40.98.7 5. 04 Adult literacy rate%..%2...99.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...63.112.1 6. 02 Individuals using Internet%..

%30.74.0 6. 03 Households w/personal computer%..%39.70.0 6. 04 Households w/Internet access%..%35.69.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*47.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%58.46.3 2. 08 Quality of management schools*..*13.5.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*13.5.2 5. 02 Quality of math & science education*..*4...5. 8

5. 03 Secondary education gross enrollment rate,%100.74.0 5. 04 Adult literacy rate%..%90.89.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...114.80.8 6. 02 Individuals using Internet%..

%46.61.3 6. 03 Households w/personal computer%..%27.79.7 6. 04 Households w/Internet access%..%42.64.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*99.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%117.10.8 2. 08 Quality of management schools*..*122.3.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*73.3.6 5. 02 Quality of math & science education*..*105.3.4

5. 03 Secondary education gross enrollment rate,%118.51.7 5. 04 Adult literacy rate%..%89.89.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...119.75.3 6. 02 Individuals using Internet%..

%133.4.6 6. 03 Households w/personal computer%..%126.5.9 6. 04 Households w/Internet access%..%128.3.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*110.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%97.19.4 2. 08 Quality of management schools*..*117.3.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*96.3.4 5. 02 Quality of math & science education*..*125.2.9

5. 03 Secondary education gross enrollment rate,%127.45.2 5. 04 Adult literacy rate%..%129.60.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...134.57.1 6. 02 Individuals using Internet%..

%137.3.8 6. 03 Households w/personal computer%..%145.2.0 6. 04 Households w/Internet access%..%143.1.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*101.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%36.60.9 2. 08 Quality of management schools*..*146.2.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*148.1.9 5. 02 Quality of math & science education*..*130.2.7

5. 03 Secondary education gross enrollment rate%..%24.104.3 5. 04 Adult literacy rate%..%92.89.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...16.155.8 6. 02 Individuals using Internet%..

%115.14.0 6. 03 Households w/personal computer%..%98.17.6 6. 04 Households w/Internet access%..%98.13.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*143.2.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%14.76.6 2. 08 Quality of management schools*..*60.4.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*59.4.0 5. 02 Quality of math & science education*..*16.5.2

5. 03 Secondary education gross enrollment rate%..%18.106.9 5. 04 Adult literacy rate%..%7...99.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...9...165.1 6. 02 Individuals using Internet%..

%38.68.0 6. 03 Households w/personal computer%..%47.64.0 6. 04 Households w/Internet access%..%45.62.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*59.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%98.18.2 2. 08 Quality of management schools*..*55.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*34.4.4 5. 02 Quality of math & science education*..*44.4.5

5. 03 Secondary education gross enrollment rate%..%33.101.0 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...25.145.4 6. 02 Individuals using Internet%..

%6...92.0 6. 03 Households w/personal computer%..%5...92.0 6. 04 Households w/Internet access%..%4...93.0

7. 06 Extent of staff training*..*3...5. 4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%65.40.8 2. 08 Quality of management schools*..*99.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*70.3.7 5. 02 Quality of math & science education*..*51.4.4

5. 03 Secondary education gross enrollment rate%..%91.81.9 5. 04 Adult literacy rate%..%53.97.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...82.106.2 6. 02 Individuals using Internet%..

%43.63.1 6. 03 Households w/personal computer%..%55.58.4 6. 04 Households w/Internet access%..%49.56.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*104.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%140.4.1 2. 08 Quality of management schools*..*87.4.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*117.3.0 5. 02 Quality of math & science education*..*82.4.0

5. 03 Secondary education gross enrollment rate,%132.38.0 5. 04 Adult literacy rate%..%126.64.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...141.39.4 6. 02 Individuals using Internet%..

%142.2.1 6. 03 Households w/personal computer%..%138.2.9 6. 04 Households w/Internet access%..%136.2.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*102.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%147.0.8 2. 08 Quality of management schools*..*124.3.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*92.3.4 5. 02 Quality of math & science education*..*113.3.2

5. 03 Secondary education gross enrollment rate,%138.34.2 5. 04 Adult literacy rate%..%111.74.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...145.29.2 6. 02 Individuals using Internet%..

%134.4.4 6. 03 Households w/personal computer%..%132.4.0 6. 04 Households w/Internet access%..%120.5.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*84.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%73.37.1 2. 08 Quality of management schools*..*35.4.9 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*19.5.0 5. 02 Quality of math & science education*..*27.4.9

5. 03 Secondary education gross enrollment rate,%108.66.9 5. 04 Adult literacy rate%..%75.93.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...26.141.3 6. 02 Individuals using Internet%..

%39.65.8 6. 03 Households w/personal computer%..%45.66.9 6. 04 Households w/Internet access%..%41.64.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*11.5.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%129.7.5 2. 08 Quality of management schools*..*119.3.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*122.2.9 5. 02 Quality of math & science education*..*126.2.9

5. 03 Secondary education gross enrollment rate,%120.50.6 5. 04 Adult literacy rate%..%146.33.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...92.98.4 6. 02 Individuals using Internet%..

%140.2.2 6. 03 Households w/personal computer%..%121.7.7 6. 04 Households w/Internet access%..%137.2.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*135.3.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%68.39.4 2. 08 Quality of management schools*..*21.5.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*8...5. 3 5. 02 Quality of math & science education*..

*8...5. 5 5. 03 Secondary education gross enrollment rate%..%57.95.0 5. 04 Adult literacy rate%..

%79.92.4 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

39.127.0 6. 02 Individuals using Internet%..%36.70.0 6. 03 Households w/personal computer%..%30.78.0 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*35.4.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%135.5.1 2. 08 Quality of management schools*..*143.2.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*136.2.6 5. 02 Quality of math & science education*..*133.2.7

5. 03 Secondary education gross enrollment rate,%144.26.8 5. 04 Adult literacy rate%..%130.58.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...83.106.0 6. 02 Individuals using Internet%..

%130.5.4 6. 03 Households w/personal computer%..%134.3.7 6. 04 Households w/Internet access%..%130.3.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*148.2.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%67.39.9 2. 08 Quality of management schools*..*61.4.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*37.4.3 5. 02 Quality of math & science education*..*43.4.5

5. 03 Secondary education gross enrollment rate%..%55.95.9 5. 04 Adult literacy rate%..%94.88.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...52.119.9 6. 02 Individuals using Internet%..

%80.41.4 6. 03 Households w/personal computer%..%71.40.6 6. 04 Households w/Internet access%..%65.42.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*38.4.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%83.27.7 2. 08 Quality of management schools*..*65.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*119.3.0 5. 02 Quality of math & science education*..*131.2.7

5. 03 Secondary education gross enrollment rate%..%88.84.1 5. 04 Adult literacy rate%..%72.93.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...112.83.4 6. 02 Individuals using Internet%..

%85.38.4 6. 03 Households w/personal computer%..%83.32.2 6. 04 Households w/Internet access%..%79.26.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*72.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%70.38.2 2. 08 Quality of management schools*..*133.3.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*115.3.0 5. 02 Quality of math & science education*..*74.4.1

5. 03 Secondary education gross enrollment rate%..%99.74.6 5. 04 Adult literacy rate%..%39.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...87.102.0 6. 02 Individuals using Internet%..

%77.43.4 6. 03 Households w/personal computer%..%68.44.5 6. 04 Households w/Internet access%..%65.42.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*126.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%35.61.1 2. 08 Quality of management schools*..*136.2.9 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*137.2.6 5. 02 Quality of math & science education*..*68.4.1

5. 03 Secondary education gross enrollment rate%..%25.103.5 5. 04 Adult literacy rate%..%54.97.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...47.120.7 6. 02 Individuals using Internet%..

%110.16.4 6. 03 Households w/personal computer%..%84.30.3 6. 04 Households w/Internet access%..%96.14.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*73.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%47.55.5 2. 08 Quality of management schools*..*36.4.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*35.4.4 5. 02 Quality of math & science education*..*23.4.9

5. 03 Secondary education gross enrollment rate%..%69.90.9 5. 04 Adult literacy rate%..%44.98.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...5...181.3 6. 02 Individuals using Internet%..

%52.56.8 6. 03 Households w/personal computer%..%63.51.3 6. 04 Households w/Internet access%..%50.55.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*63.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%103.16.2 2. 08 Quality of management schools*..*45.4.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*110.3.1 5. 02 Quality of math & science education*..*52.4.3

5. 03 Secondary education gross enrollment rate,%104.68.9 5. 04 Adult literacy rate%..%124.67.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...50.120.0 6. 02 Individuals using Internet%..

%57.55.0 6. 03 Households w/personal computer%..%69.43.1 6. 04 Households w/Internet access%..%71.38.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*96.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%103.16.2 2. 08 Quality of management schools*..*45.4.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*110.3.1 5. 02 Quality of math & science education*..*52.4.3

5. 03 Secondary education gross enrollment rate,%104.68.9 5. 04 Adult literacy rate%..%124.67.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...50.120.0 6. 02 Individuals using Internet%..

%57.55.0 6. 03 Households w/personal computer%..%69.43.1 6. 04 Households w/Internet access%..%71.38.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*96.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%137.4.9 2. 08 Quality of management schools*..*137.2.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*129.2.7 5. 02 Quality of math & science education*..*137.2.6

5. 03 Secondary education gross enrollment rate,%146.25.9 5. 04 Adult literacy rate%..%135.56.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...143.36.2 6. 02 Individuals using Internet%..

%132.4.8 6. 03 Households w/personal computer%..%127.5.9 6. 04 Households w/Internet access%..%124.4.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*120.3.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%108.13.8 2. 08 Quality of management schools*..*141.2.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*125.2.7 5. 02 Quality of math & science education*..*134.2.7

5. 03 Secondary education gross enrollment rate,%122.50.2 5. 04 Adult literacy rate%..%78.92.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...148.10.3 6. 02 Individuals using Internet%..

%147.1.1 6. 03 Households w/personal computer%..%142.2.3 6. 04 Households w/Internet access%..%142.1.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*146.2.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%121.9.3 2. 08 Quality of management schools*..*121.3.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*118.3.0 5. 02 Quality of math & science education*..*128.2.9

5. 03 Secondary education gross enrollment rate,%111.64.8 5. 04 Adult literacy rate%..%95.88.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...98.95.0 6. 02 Individuals using Internet%..

%118.12.9 6. 03 Households w/personal computer%..%106.14.3 6. 04 Households w/Internet access%..%101.13.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*69.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%106.14.5 2. 08 Quality of management schools*..*100.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*94.3.4 5. 02 Quality of math & science education*..*89.3.8

5. 03 Secondary education gross enrollment rate,%109.65.8 5. 04 Adult literacy rate%..%133.57.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...132.59.6 6. 02 Individuals using Internet%..

%122.11.1 6. 03 Households w/personal computer%..%120.7.8 6. 04 Households w/Internet access%..%126.4.1 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*133.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%15.76.4 2. 08 Quality of management schools*..*9...5. 7

5. 01 Quality of educational system*..*12.5.2 5. 02 Quality of math & science education*..*14.5.3

5. 03 Secondary education gross enrollment rate%..%3...128.4 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...54.118.0 6. 02 Individuals using Internet%..

%4...93.0 6. 03 Households w/personal computer%..%1...97.2 6. 04 Households w/Internet access%..%3...94.0

7. 06 Extent of staff training*..*9...5. 1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%11.80.8 2. 08 Quality of management schools*..*24.5.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*11.5.2 5. 02 Quality of math & science education*..*12.5.4

5. 03 Secondary education gross enrollment rate%..%4...119.8 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...71.110.4 6. 02 Individuals using Internet%..

%8...89.5 6. 03 Households w/personal computer%..%9...91.2 6. 04 Households w/Internet access%..%12.87.4

7. 06 Extent of staff training*..*15.5.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%100.17.9 2. 08 Quality of management schools*..*103.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*107.3.1 5. 02 Quality of math & science education*..*118.3.1

5. 03 Secondary education gross enrollment rate,%103.68.9 5. 04 Adult literacy rate%..%109.78.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...107.86.1 6. 02 Individuals using Internet%..

%116.13.5 6. 03 Households w/personal computer%..%115.9.9 6. 04 Households w/Internet access%..%114.7.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*85.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%118.10.4 2. 08 Quality of management schools*..*102.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*113.3.1 5. 02 Quality of math & science education*..*117.3.1

5. 03 Secondary education gross enrollment rate,%129.43.8 5. 04 Adult literacy rate%..%128.61.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...125.66.8 6. 02 Individuals using Internet%..

%94.32.9 6. 03 Households w/personal computer%..%111.11.4 6. 04 Households w/Internet access%..%110.9.1 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*45.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%22.73.1 2. 08 Quality of management schools*..*20.5.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*18.5.0 5. 02 Quality of math & science education*..*47.4.4

5. 03 Secondary education gross enrollment rate%..%8...113.0 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...57.116.7 6. 02 Individuals using Internet%..

%2...95.0 6. 03 Households w/personal computer%..%5...92.0 6. 04 Households w/Internet access%..%4...93.0

7. 06 Extent of staff training*..*8...5. 2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%81.28.1 2. 08 Quality of management schools*..*88.4.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*53.4.0 5. 02 Quality of math & science education*..*87.3.9

5. 03 Secondary education gross enrollment rate%..%58.94.2 5. 04 Adult literacy rate%..%100.86.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...14.159.3 6. 02 Individuals using Internet%..

%49.60.0 6. 03 Households w/personal computer%..%50.62.7 6. 04 Households w/Internet access%..%68.41.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*33.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%120.9.5 2. 08 Quality of management schools*..*72.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*84.3.5 5. 02 Quality of math & science education*..*104.3.4

5. 03 Secondary education gross enrollment rate,%135.36.6 5. 04 Adult literacy rate%..%136.54.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...124.67.1 6. 02 Individuals using Internet%..

%124.10.0 6. 03 Households w/personal computer%..%108.12.5 6. 04 Households w/Internet access%..%112.8.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*128.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%63.41.8 2. 08 Quality of management schools*..*63.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*75.3.6 5. 02 Quality of math & science education*..*114.3.2

5. 03 Secondary education gross enrollment rate%..%89.84.0 5. 04 Adult literacy rate%..%68.94.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...7...178.0 6. 02 Individuals using Internet%..

%72.45.2 6. 03 Households w/personal computer%..%75.38.3 6. 04 Households w/Internet access%..%77.31.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*43.4.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%75.34.5 2. 08 Quality of management schools*..*132.3.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*138.2.6 5. 02 Quality of math & science education*..*142.2.3

5. 03 Secondary education gross enrollment rate,%106.67.8 5. 04 Adult literacy rate%..%70.93.9 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...89.101.6 6. 02 Individuals using Internet%..

%96.27.1 6. 03 Households w/personal computer%..%89.24.3 6. 04 Households w/Internet access%..%83.22.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*109.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%62.42.6 2. 08 Quality of management schools*..*67.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*134.2.7 5. 02 Quality of math & science education*..*140.2.4

5. 03 Secondary education gross enrollment rate%..%70.90.7 5. 04 Adult literacy rate%..%91.89.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...93.98.0 6. 02 Individuals using Internet%..

%86.38.2 6. 03 Households w/personal computer%..%85.29.9 6. 04 Households w/Internet access%..%89.20.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*90.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%80.28.2 2. 08 Quality of management schools*..*39.4.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*40.4.3 5. 02 Quality of math & science education*..*96.3.7

5. 03 Secondary education gross enrollment rate%..%87.84.6 5. 04 Adult literacy rate%..%64.95.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...79.106.5 6. 02 Individuals using Internet%..

%87.36.2 6. 03 Households w/personal computer%..%100.16.9 6. 04 Households w/Internet access%..%92.18.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*27.4.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%20.73.5 2. 08 Quality of management schools*..*89.4.0 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*87.3.4 5. 02 Quality of math & science education*..*69.4.1

5. 03 Secondary education gross enrollment rate%..%48.97.4 5. 04 Adult literacy rate%..%5...99.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...28.140.3 6. 02 Individuals using Internet%..

%41.65.0 6. 03 Households w/personal computer%..%37.73.0 6. 04 Households w/Internet access%..%34.70.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*75.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%29.65.9 2. 08 Quality of management schools*..*11.5.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*58.4.0 5. 02 Quality of math & science education*..*73.4.1

5. 03 Secondary education gross enrollment rate%..%12.109.7 5. 04 Adult literacy rate%..%63.95.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...58.116.1 6. 02 Individuals using Internet%..

%42.64.0 6. 03 Households w/personal computer%..%46.66.0 6. 04 Households w/Internet access%..%47.61.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*70.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%5...86.5 2. 08 Quality of management schools*..*44.4.6

5. 01 Quality of educational system*..*63.3.8 5. 02 Quality of math & science education*..*93.3.8

5. 03 Secondary education gross enrollment rate%..%94.78.3 5. 04 Adult literacy rate%..%86.90.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...113.82.6 6. 02 Individuals using Internet%..

%63.51.4 6. 03 Households w/personal computer%..%54.60.0 6. 04 Households w/Internet access%..%48.60.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*18.4.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%113.12.1 2. 08 Quality of management schools*..*8...5. 7

5. 01 Quality of educational system*..*4...5. 8 5. 02 Quality of math & science education*..

*6...5. 6 5. 03 Secondary education gross enrollment rate%..%9...111.6 5. 04 Adult literacy rate%..

%57.96.3 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

40.126.9 6. 02 Individuals using Internet%..%9...88.1 6. 03 Households w/personal computer%..%8...91.5

7. 06 Extent of staff training*..*5...5. 3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%53.51.6 2. 08 Quality of management schools*..*104.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*99.3.3 5. 02 Quality of math & science education*..*57.4.3

5. 03 Secondary education gross enrollment rate%..%53.96.0 5. 04 Adult literacy rate%..%52.97.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...85.105.0 6. 02 Individuals using Internet%..

%64.50.0 6. 03 Households w/personal computer%..%57.57.0 6. 04 Households w/Internet access%..%51.54.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*134.3.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%16.75.5 2. 08 Quality of management schools*..*113.3.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*85.3.5 5. 02 Quality of math & science education*..*56.4.3

5. 03 Secondary education gross enrollment rate%..%86.84.9 5. 04 Adult literacy rate%..%10.99.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...4...182.9 6. 02 Individuals using Internet%..

%62.53.3 6. 03 Households w/personal computer%..%52.60.6 6. 04 Households w/Internet access%..%54.51.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*88.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%132.6.9 2. 08 Quality of management schools*..*91.3.9 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*51.4.1 5. 02 Quality of math & science education*..*70.4.1

5. 03 Secondary education gross enrollment rate,%139.31.8 5. 04 Adult literacy rate%..%120.71.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...137.49.7 6. 02 Individuals using Internet%..

%127.8.0 6. 03 Households w/personal computer%..%140.2.4 6. 04 Households w/Internet access%..%138.2.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*71.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%55.50.9 2. 08 Quality of management schools*..*64.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*39.4.3 5. 02 Quality of math & science education*..*64.4.2

5. 03 Secondary education gross enrollment rate%..%7...114.3 5. 04 Adult literacy rate%..%98.87.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...2...187.4 6. 02 Individuals using Internet%..

%60.54.0 6. 03 Households w/personal computer%..%43.67.7 6. 04 Households w/Internet access%..%38.66.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*57.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%127.7.6 2. 08 Quality of management schools*..*43.4.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*80.3.5 5. 02 Quality of math & science education*..*79.4.0

5. 03 Secondary education gross enrollment rate,%130.41.0 5. 04 Adult literacy rate%..%139.49.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...111.83.6 6. 02 Individuals using Internet%..

%103.19.2 6. 03 Households w/personal computer%..%116.9.0 6. 04 Households w/Internet access%..%119.5.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*125.3.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%52.52.4 2. 08 Quality of management schools*..*114.3.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*111.3.1 5. 02 Quality of math & science education*..*55.4.3

5. 03 Secondary education gross enrollment rate%..%67.91.7 5. 04 Adult literacy rate%..%48.98.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...55.117.9 6. 02 Individuals using Internet%..

%67.48.1 6. 03 Households w/personal computer%..%53.60.3 6. 04 Households w/Internet access%..%57.48.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*140.3.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%146.1.4 2. 08 Quality of management schools*..*75.4.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*31.4.4 5. 02 Quality of math & science education*..*65.4.2

5. 03 Secondary education gross enrollment rate%..%31.101.3 5. 04 Adult literacy rate%..%81.91.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...22.147.8 6. 02 Individuals using Internet%..

%69.47.1 6. 03 Households w/personal computer%..%62.51.9 6. 04 Households w/Internet access%..%67.41.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*39.4.4 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%136.5.0 2. 08 Quality of management schools*..*131.3.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*116.3.0 5. 02 Quality of math & science education*..*135.2.6

5. 03 Secondary education gross enrollment rate,%136.35.0 5. 04 Adult literacy rate%..%141.43.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...142.37.0 6. 02 Individuals using Internet%..

%145.1.3 6. 03 Households w/personal computer%..%146.0.8 6. 04 Households w/Internet access%..%n/a n/a

7. 06 Extent of staff training*..*117.3.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%23.72.0 2. 08 Quality of management schools*..*6...5. 7

5. 01 Quality of educational system*..*3...5. 8 5. 02 Quality of math & science education*..

*1...6. 3 5. 03 Secondary education gross enrollment rate%..%17.107.0 5. 04 Adult literacy rate%..

%60.95.9 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

18.152.1 6. 02 Individuals using Internet%..%29.74.2 6. 03 Households w/personal computer%..%11.87.7 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*6...5. 2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%49.55.1 2. 08 Quality of management schools*..*109.3.7 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*130.2.7 5. 02 Quality of math & science education*..*86.3.9

5. 03 Secondary education gross enrollment rate%..%60.93.5 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...65.111.9 6. 02 Individuals using Internet%..

%22.80.0 6. 03 Households w/personal computer%..%29.79.0 6. 04 Households w/Internet access%..%25.76.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*91.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%6...85.1 2. 08 Quality of management schools*..*74.4.2

5. 01 Quality of educational system*..*55.4.0 5. 02 Quality of math & science education*..*18.5.1

5. 03 Secondary education gross enrollment rate%..%43.97.9 5. 04 Adult literacy rate%..%8...99.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...74.108.6 6. 02 Individuals using Internet%..

%36.70.0 6. 03 Households w/personal computer%..%31.76.0 6. 04 Households w/Internet access%..%28.74.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*105.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%105.15.4 2. 08 Quality of management schools*..*23.5.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*146.2.1 5. 02 Quality of math & science education*..*148.1.9

5. 03 Secondary education gross enrollment rate%..%28.101.9 5. 04 Adult literacy rate%..%76.93.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...33.130.6 6. 02 Individuals using Internet%..

%81.41.0 6. 03 Households w/personal computer%..%91.23.6 6. 04 Households w/Internet access%..%80.25.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*17.4.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%9...82.6 2. 08 Quality of management schools*..*4...5. 8

5. 01 Quality of educational system*..*77.3.6 5. 02 Quality of math & science education*..*88.3.9

5. 03 Secondary education gross enrollment rate%..%2...128.5 5. 04 Adult literacy rate%..%51.97.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...75.108.4 6. 02 Individuals using Internet%..

%34.72.0 6. 03 Households w/personal computer%..%36.74.0 6. 04 Households w/Internet access%..%37.68.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*97.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%107.14.4 2. 08 Quality of management schools*..*37.4.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*28.4.6 5. 02 Quality of math & science education*..*46.4.5

5. 03 Secondary education gross enrollment rate%..%39.99.1 5. 04 Adult literacy rate%..%83.91.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...101.91.6 6. 02 Individuals using Internet%..

%104.18.3 6. 03 Households w/personal computer%..%105.15.0 6. 04 Households w/Internet access%..%106.10.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*52.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%114.12.1 2. 08 Quality of management schools*..*80.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*102.3.2 5. 02 Quality of math & science education*..*81.4.0

5. 03 Secondary education gross enrollment rate%..%85.85.4 5. 04 Adult literacy rate%..%65.94.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...80.106.5 6. 02 Individuals using Internet%..

%90.34.7 6. 03 Households w/personal computer%..%78.34.3 6. 04 Households w/Internet access%..%88.20.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*74.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%133.6.0 2. 08 Quality of management schools*..*128.3.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*81.3.5 5. 02 Quality of math & science education*..*91.3.8

5. 03 Secondary education gross enrollment rate,%113.59.9 5. 04 Adult literacy rate%..%96.87.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...126.65.4 6. 02 Individuals using Internet%..

%102.20.8 6. 03 Households w/personal computer%..%110.11.9 6. 04 Households w/Internet access%..%104.11.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*86.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%18.73.9 2. 08 Quality of management schools*..*15.5.4 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*17.5.0 5. 02 Quality of math & science education*..*41.4.6

5. 03 Secondary education gross enrollment rate%..%49.96.9 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...44.124.6 6. 02 Individuals using Internet%..

%3...94.0 6. 03 Households w/personal computer%..%5...92.0 6. 04 Households w/Internet access%..%6...92.0

7. 06 Extent of staff training*..*7...5. 2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%51.54.3 2. 08 Quality of management schools*..*1...6. 1

5. 01 Quality of educational system*..*1...6. 0 5. 02 Quality of math & science education*..

*5...5. 8 5. 03 Secondary education gross enrollment rate%..%51.96.2 5. 04 Adult literacy rate%..

%14.99.0 INDICATOR RANK/148 VALUE 6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...

35.130.2 6. 02 Individuals using Internet%..%13.85.2 6. 03 Households w/personal computer%..%16.85.8 6. 04 Households w/Internet access%..

7. 06 Extent of staff training*..*1...5. 6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%7...83.4 2. 08 Quality of management schools*..*32.4.9

5. 01 Quality of educational system*..*30.4.5 5. 02 Quality of math & science education*..*11.5.4

5. 03 Secondary education gross enrollment rate%..%37.100.0 5. 04 Adult literacy rate%..%45.98.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...42.126.5 6. 02 Individuals using Internet%..

%27.76.0 6. 03 Households w/personal computer%..%33.75.2 6. 04 Households w/Internet access%..%31.72.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*31.4.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%142.3.9 2. 08 Quality of management schools*..*129.3.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*100.3.2 5. 02 Quality of math & science education*..*138.2.5

5. 03 Secondary education gross enrollment rate,%137.35.0 5. 04 Adult literacy rate%..%115.73.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...135.57.0 6. 02 Individuals using Internet%..

%135.4.0 6. 03 Households w/personal computer%..%136.3.2 6. 04 Households w/Internet access%..%132.3.3 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*95.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%54.51.4 2. 08 Quality of management schools*..*53.4.5 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*78.3.6 5. 02 Quality of math & science education*..*80.4.0

5. 03 Secondary education gross enrollment rate%..%79.87.0 5. 04 Adult literacy rate%..%73.93.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...38.127.3 6. 02 Individuals using Internet%..

%97.26.5 6. 03 Households w/personal computer%..%86.26.9 6. 04 Households w/Internet access%..%93.18.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*50.4.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%101.17.7 2. 08 Quality of management schools*..*147.2.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*124.2.7 5. 02 Quality of math & science education*..*141.2.3

5. 03 Secondary education gross enrollment rate,%116.56.6 5. 04 Adult literacy rate%..%131.58.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...136.55.7 6. 02 Individuals using Internet%..

%148.0.9 6. 03 Households w/personal computer%..%n/a n/a 6. 04 Households w/Internet access%..%n/a n/a

7. 06 Extent of staff training*..*132.3.2 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%116.11.5 2. 08 Quality of management schools*..*34.4.9 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*45.4.2 5. 02 Quality of math & science education*..*36.4.6

5. 03 Secondary education gross enrollment rate%..%73.89.9 5. 04 Adult literacy rate%..%41.98.8 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...27.140.8 6. 02 Individuals using Internet%..

%50.59.5 6. 03 Households w/personal computer%..%51.61.0 6. 04 Households w/Internet access%..%69.40.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*60.4.1 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%74.35.2 2. 08 Quality of management schools*..*66.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*71.3.7 5. 02 Quality of math & science education*..*31.4.7

5. 03 Secondary education gross enrollment rate%..%68.91.1 5. 04 Adult literacy rate%..%108.79.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...53.118.1 6. 02 Individuals using Internet%..

%79.41.4 6. 03 Households w/personal computer%..%93.22.8 6. 04 Households w/Internet access%..%85.20.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*111.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%38.60.7 2. 08 Quality of management schools*..*101.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*91.3.4 5. 02 Quality of math & science education*..*101.3.5

5. 03 Secondary education gross enrollment rate%..%77.88.9 5. 04 Adult literacy rate%..%67.94.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...102.91.5 6. 02 Individuals using Internet%..

%73.45.1 6. 03 Households w/personal computer%..%64.50.2 6. 04 Households w/Internet access%..%60.47.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*65.4.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%122.9.1 2. 08 Quality of management schools*..*98.3.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*82.3.5 5. 02 Quality of math & science education*..*119.3.1

5. 03 Secondary education gross enrollment rate,%143.27.6 5. 04 Adult literacy rate%..%114.73.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...139.45.0 6. 02 Individuals using Internet%..

%114.14.7 6. 03 Households w/personal computer%..%133.4.0 6. 04 Households w/Internet access%..%125.4.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*115.3.5 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%12.79.7 2. 08 Quality of management schools*..*115.3.6 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*79.3.6 5. 02 Quality of math & science education*..*28.4.8

5. 03 Secondary education gross enrollment rate%..%44.97.8 5. 04 Adult literacy rate%..%6...99.7 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...34.130.3 6. 02 Individuals using Internet%..

%92.33.7 6. 03 Households w/personal computer%..%72.40.5 6. 04 Households w/Internet access%..%73.36.5 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*103.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%87.25.2 2. 08 Quality of management schools*..*28.5.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*15.5.1 5. 02 Quality of math & science education*..*19.5.1

5. 03 Secondary education gross enrollment rate%..%66.92.3 5. 04 Adult literacy rate%..%88.90.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...20.149.6 6. 02 Individuals using Internet%..

%14.85.0 6. 03 Households w/personal computer%..%18.85.0 6. 04 Households w/Internet access%..%32.72.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*13.5.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%34.61.2 2. 08 Quality of management schools*..*3...5. 9

5. 01 Quality of educational system*..*26.4.6 5. 02 Quality of math & science education*..*50.4.4

5. 03 Secondary education gross enrollment rate%..%47.97.4 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...32.135.3 6. 02 Individuals using Internet%..

%11.87.0 6. 03 Households w/personal computer%..%12.87.0 6. 04 Households w/Internet access%..%9...88.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*22.4.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%3...95.3 2. 08 Quality of management schools*..*12.5.5

5. 01 Quality of educational system*..*25.4.6 5. 02 Quality of math & science education*..*49.4.4

5. 03 Secondary education gross enrollment rate%..%59.93.6 5. 04 Adult literacy rate%..%14.99.0 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...97.95.4 6. 02 Individuals using Internet%..

%20.81.0 6. 03 Households w/personal computer%..%28.79.3 6. 04 Households w/Internet access%..%26.75.0 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*12.5.0 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%32.63.2 2. 08 Quality of management schools*..*79.4.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*120.3.0 5. 02 Quality of math & science education*..*124.2.9

5. 03 Secondary education gross enrollment rate%..%71.90.3 5. 04 Adult literacy rate%..%47.98.1 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...24.147.1 6. 02 Individuals using Internet%..

%56.55.1 6. 03 Households w/personal computer%..%48.63.7 6. 04 Households w/Internet access%..%56.48.4 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*92.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%13.77.9 2. 08 Quality of management schools*..*76.4.2 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*128.2.7 5. 02 Quality of math & science education*..*123.2.9

5. 03 Secondary education gross enrollment rate%..%84.85.4 5. 04 Adult literacy rate%..%61.95.5 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...88.101.9 6. 02 Individuals using Internet%..

%76.44.0 6. 03 Households w/personal computer%..%94.20.2 6. 04 Households w/Internet access%..%89.20.2 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*106.3.6 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%88.24.6 2. 08 Quality of management schools*..*125.3.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*95.3.4 5. 02 Quality of math & science education*..*85.3.9

5. 03 Secondary education gross enrollment rate%..%96.77.2 5. 04 Adult literacy rate%..%74.93.4 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...23.147.7 6. 02 Individuals using Internet%..

%83.39.5 6. 03 Households w/personal computer%..%99.17.5 6. 04 Households w/Internet access%..%94.15.6 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*98.3.7 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%119.10.3 2. 08 Quality of management schools*..*138.2.8 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*147.2.0 5. 02 Quality of math & science education*..*143.2.3

5. 03 Secondary education gross enrollment rate,%124.46.9 5. 04 Adult literacy rate%..%125.65.3 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...133.58.3 6. 02 Individuals using Internet%..

%106.17.4 6. 03 Households w/personal computer%..%129.5.1 6. 04 Households w/Internet access%..%123.4.7 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*122.3.3 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%144.2.4 2. 08 Quality of management schools*..*71.4.3 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*38.4.3 5. 02 Quality of math & science education*..*76.4.0

5. 03 Secondary education gross enrollment rate,%126.45.6 5. 04 Adult literacy rate%..%119.71.2 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...120.74.8 6. 02 Individuals using Internet%..

%117.13.5 6. 03 Households w/personal computer%..%137.3.1 6. 04 Households w/Internet access%..%135.2.8 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*89.3.8 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education gross enrollment rate%..%134.5.9 2. 08 Quality of management schools*..*81.4.1 2. 09 Gov†t procurement of advanced tech*..

5. 01 Quality of educational system*..*42.4.3 5. 02 Quality of math & science education*..*63.4.2

5. 03 Secondary education gross enrollment rate,%133.38.0 5. 04 Adult literacy rate%..%107.83.6 INDICATOR RANK/148 VALUE

6th pillar: Individual usage 6. 01 Mobile phone subscriptions/100 pop...100.91.9 6. 02 Individuals using Internet%..

%108.17.1 6. 03 Households w/personal computer%..%125.6.5 6. 04 Households w/Internet access%..%122.4.9 6. 05 Fixed broadband Internet subs./

7. 06 Extent of staff training*..*82.3.9 8th pillar: Government usage 8. 01 Importance of ICTS to gov†t vision*..

2. 07 Tertiary education enrollment rate...272 2. 08 Quality of management schools*..*273 2. 09 Government procurement of advanced technology

5. 01 Quality of the educational system*..*286 5. 02 Quality of math and science education*..*287 5. 03 Secondary education enrollment rate...

288 5. 04 Adult literacy rate...289 Usage subindex 6th pillar: Individual usage...291 6. 01 Mobile telephone subscriptions...

292 6. 02 Internet users...293 6. 03 Households with a personal computer...294 6. 04 Households with Internet access...

295 6. 05 Fixed broadband Internet subscriptions...296 6. 06 Mobile broadband Internet subscriptions...297

7. 06 Extent of staff training*..*305 8th pillar: Government usage...307 8. 01 Importance of ICTS to government

2. 07 Tertiary education enrollment rate Gross tertiary education enrollment rate(%)2011 SOURCES: United nations Education science and Culture Organization (UNESCO), UNESCO Institute for Statistics Data centre (accessed November 5, 2013;

World bank World Development Indicators 2013 (December edition; national sources 1 1999 2 2000 3 2002 4 2003 5 2004 6 2005 7 2006 8 2007 9 2008 10 2009

11 2010 12 2012 Â 2014 World Economic Forum The Global Information technology Report 2014 273

*In your country, how would you assess the quality of business schools? 1â= extremely poor†among the worst in the world;

5. 01 Quality of the educational system *How well does the educational system in your country meet the needs of a competitive economy?

1â= not well at all; 7â= extremely well 2012†2013 weighted average SOURCE: World Economic Forum, Executive Opinion Survey, 2012 and 2013 editions

5. 02 Quality of math and science education *In your country, how would you assess the quality of math and science education in schools?

1â= extremely poor†among the worst in the world; 7â= excellent†among the best in the world 2012†2013 weighted average

Secondary education gross enrollment rate(%)2011 SOURCES: United nations Education science and Culture Organization (UNESCO), UNESCO Institute for Statistics Data centre (accessed November 5, 2013;

World bank World Development Indicators (December 2013 edition; national sources 1 2002 2 2005 3 2006 4 2007 5 2008 6 2009 7 2010 8 2012

5. 04 Adult literacy rate Adult literacy rate(%)2011 SOURCES: United nations Education science and Culture Organization (UNESCO), UNESCO Institute for Statistics Data centre (accessed November 5, 2013;

national sources 1 2005 2 2006 3 2007 4 2008 5 2009 6 2010 7 2012

 2014 World Economic Forum  2014 World Economic Forum 6th pillar Individual usage  2014 World Economic Forum

7. 06 Extent of staff training *In your country, to what extent do companies invest in training and employee development?

1â= not at all; 7â= to a great extent 2012†2013 weighted average SOURCE: World Economic Forum, Executive Opinion Survey, 2012 and 2013 editions

, health education, financial services, etc 1â= not at all; 7â= to a great extent 2012†2013 weighted average SOURCE: World Economic Forum, Executive Opinion Survey, 2012 and 2013 editions

2. 07 Tertiary education enrollment rate Gross tertiary education enrollment rate(%)2011 Tertiary enrollment rate is the ratio of total enrollment, regardless

of age, to the population of the age group that officially corresponds to the tertiary education level. Tertiary education

whether or not leading to an advanced research qualification normally requires, as a minimum condition of admission, the

successful completion of education at the secondary level Sources: United nations Education science and Culture Organization (UNESCO), UNESCO Institute for Statistics Data

Centre (accessed November 5, 2013; World bank, World Development Indicators 2013 (December edition; national sources 2. 08 Quality of management schools

*In your country, how would you assess the quality of business schools? 1=extremely poor†among the worst in the world

5. 01 Quality of the educational system *How well does the educational system in your country meet the needs of a competitive economy?

1=not well at all; 7 =extremely well 2012†2013 weighted average Source: World Economic Forum, Executive Opinion Survey

5. 02 Quality of math and science education *In your country, how would you assess the quality of math

and science education in schools? 1=extremely poor†among the worst in the world; 7=excellent†among the best

Secondary education gross enrollment rate(%)2011 The reported value corresponds to the ratio of total secondary

group that officially corresponds to the secondary education level. Secondary education (ISCED levels 2 and 3) completes

the provision of basic education that began at the primary level, and aims to lay the foundations for lifelong learning and

human development by offering more subject-or skills-oriented instruction using more specialized teachers Sources:

United nations Education science and Culture Organization (UNESCO), UNESCO Institute for Statistics Data Centre (accessed November 5, 2013;

World bank, World Development Indicators (December 2013 edition; national sources 5. 04 Adult literacy rate Adult literacy rate(%)2011

Adult literacy is defined as the percentage of the population aged 15 years and over who can both read

and write with understanding a short, simple statement on his/her everyday life For OECD member countries,

when data are missing, we apply a value of 99 percent for the purposes of calculating the NRI

This is in line with the approach adopted by the United nations Development Programme (UNDP) in calculating the 2009 edition

United nations Education science and Culture Organization (UNESCO), UNESCO Institute for Statistics Data Centre (accessed November 5, 2013;

7. 06 Extent of staff training *In your country, to what extent do companies invest in training and employee development?

1=not at all; 7=to a great extent 2012†2013 weighted average Source: World Economic Forum, Executive Opinion Survey

, health education, financial services, etc.?1=not at all; 7=to a great extent 2012†2013 weighted average Source: World Economic Forum, Executive Opinion Survey

a Law degree from the University of Buenos aires and a Master†s degree (LLM) from the University of Georgia

where he wrote his thesis on the international regulation of electronic commerce. He also pursued postgraduate

Mr Beardsley was a Henry S. Dupont III Scholar highest honors) for outstanding academic performance at

with an MBA in Corporate Strategy and Marketing. He holds a Bachelor of science in Electrical engineering magna

cum laude from Tufts University, where he achieved highest honors being selected as a Kodak Scholar, a member of

the national engineering honor society Tau Beta Pi, and President of Eta Kappa Nu, the electrical and computer

engineering honor society of the Institute of Electrical and Electronics Engineers (IEEE Beã at Bilbao-Osorio

Education of the Organisation for Economic Co-operation and Development (OECD) on innovation-related topics

Universidad Comercial de Deusto (Spain), a Master in European Studies from the Universitã Catholique de

Mr Crotti holds an undergraduate degree in Economics/Economic policy from Universitã Cattolica del Sacro Cuore in Milan, Italy;

Boston University in the United states, and is currently enrolled in a Phd program in Economics at the Graduate

Institute Geneva in Switzerland Bahjat El-Darwiche Bahjat El-Darwiche is a Partner with Booz & Company

Soumitra Dutta is the Anne and Elmer Lindseth Dean and Professor of Management at the Samuel Curtis Johnson

Graduate school of Management at Cornell University New york. Prior to July 2012, he was the Roland Berger

Chaired Professor of Business and Technology at INSEAD and the Founding Director of elab, a center of excellence

in the digital economy. Professor Dutta obtained his Phd in Computer science and his MSC in Business Administration

from the University of California at Berkeley. His current research is on technology strategy and innovation policies

at both corporate and national levels. He has won several awards for research and pedagogy and is involved actively

in strategy and policy consulting. His research has been showcased in the global media and he has received several

at the University of California at Berkeley, where he focused on the economic dynamics of interconnection among

from Keble College, Oxford John Garrity John Garrity is Cisco†s Global Technology Policy Advisor

He holds a Master in Applied Economics from Ohio State university Ferry C. Grijpink Ferry C. Grijpink is a Principal in Mckinsey†s Singapore

a member of the core faculty of Mckinsey†s leadership program for engagement management. Before joining

Telecommunications from the Delft University of Technology  2014 World Economic Forum About the Authors

an MSC Engineering from University of Liverpool Jess Hemerly Jess Hemerly is a Senior Public Policy and Government

a MIMS from the University of California, Berkeley. Ms Hemerly is a member of the International Association of

in Mathematics and Physics, an MBA from Ecole des Hautes Etudes Commerciales (HEC) in Paris,

Economics from the University of Paris I †La Sorbonne David Meer David Meer is a Partner at Booz

in Electrical engineering from Columbia University, and completed Executive Business Management Programs at Harvard Business school and London Business school

 2014 World Economic Forum About the Authors 332 The Global Information technology Report 2014 Alex â€oesandy†Pentland

the US Telecommunications Training Institute (USTTI) and advisory boards for Columbia University and Michigan State University, and is a Communications Program Fellow at the

Aspen Institute. He is a member of the US Department of Commerce†s Spectrum Management Advisory Committee

the UK€ s Ofcom Spectrum Advisory board, and the US Department of State†s Advisory Committee on International

and Phd from the University of Wisconsin-Madison Matt Quinn Matt Quinn, Chief Technology Officer, has been with TIBCO

Ryan is an Adjunct Professor (previously Faculty Director at the University of Colorado at Boulder†s Interdisciplinary

Telecommunications Program, where he taught Internet and telecommunications policy. He also holds an appointment as a Senior Affiliated Researcher with the Katholieke

the Information and Telecommunications Education and Research Association and has published several law review articles on spectrum, telecommunications, and Internet

Dr Ryanb received a JD from the University of Texas at Austin, an MBL in International Business Law from

University in Colombia, and an MBA with high honours from Solvay Business school  2014 World Economic Forum

About the Authors The Global Information technology Report 2014 333 Ramez T. Shehadi Ramez T. Shehadi is a Partner at Booz & Company, based

in Beirut. He leads the firm†s digitization platform globally and its Business Technology practice in the middle East

an MBA In general Management from IMD in Lausanne Switzerland Malin Strandell-Jansson Malin Strandell-Jansson is a Knowledge Expert in

She holds a Master of Law In law and Information technology from Stockholm University in Sweden and a Political science degree with a major in

International law from à bo Akademi in Finland Chris Taylor Chris Taylor, Marketing Director, flew for the US NAVY

Eduardo Luis Fracchia, Professor Santiago Novoa, Project Manager Armenia Economy and Values Research center Manuk Hergnyan, Chairman

University of West indies (UWI Judy Whitehead, Director Belgium Vlerick Business school Priscilla Boiardi, Associate, Competence Centre

Entrepreneurship, Governance and Strategy Wim Moesen, Professor Leo Sleuwaegen, Professor, Competence Centre Entrepreneurship, Governance and Strategy

Benin CAPOD€ Conception et Analyse de Politiques de Dà veloppement Epiphane Adjovi, Director Sosthene Gnansounou, Lead Economist

Wilfried Houedokou, Economist Bhutan Bhutan Chamber of commerce & Industry Sherab Lhamo, Research Officer Phub Tshering, Secretary general

University of Sarajevo Zlatko Lagumdzija, Professor Zeljko Sain, Executive director Jasmina Selimovic, Assistant Director Botswana Botswana National Productivity Centre

Letsogile Batsetswe, Research Consultant and Statistician Baeti Molake, Executive director Phumzile Thobokwe, Manager, Information and Research

Carlos Arruda, Associate dean for Business Partnership Professor of Innovation and Competitiveness Fabiana Madsen, Economist and Associate Researcher

Samuel Siewers, Bachelor Student in Economics Movimento Brasil Competitivo (MBC Carolina Aichinger, Project Coordinator Erik Camarano, Chief executive officer

Partner Institutes  2014 World Economic Forum Partner Institutes 336 The Global Information technology Report 2014

University of Ouagadougou Baya Banza, Director Burundi University Research Centre for Economic and Social Development (CURDES), National University of Burundi

Dieudonnã Gahungu, Director Charles Kabwigiri, Dean Gilbert Niyongabo, Head of Department, Faculty of Economics and Management

Cambodia Nuppun Institute for Economic Research (NUPPUN Pheakdey Em, Research Associate Pisey Khin, Director Pheakdey Pheap, Research Assistant

Cameroon Comitã de Compã titivitã (Competitiveness Committee Jean-jacques Ngouang, Operations Director Lucien Sanzouango, General manager Canada

The Conference Board of Canada Michael R. Bloom, Vice-president Jessica Edge, Research Associate Douglas Watt, Director

Julio Guzman Cox, Assistant professor, School of Government Leonidas Montes Lira, Dean, School of Government China

Institute of Economic system and Management, National Development and Reform Commission Chen Wei, Research Fellow Dong Ying, Professor

Zhou Haichun, Deputy Director and Professor China Center for Economic Statistics Research, Tianjin University of Finance and Economics

Bojuan Zhao, Professor Fan Yang, Professor Jian Wang, Associate professor Hongye Xiao, Professor Huazhang Zheng, Associate professor

Colombia National Planning Department Rodrigo Moreira, Director of Enterprise Development Sara Patricia Rivera, Research Analyst

John Rodrã guez, Project Manager Colombian Private Council on Competitiveness Rosario CÃ rdoba, President Marco Llinã¡

s, Vicepresident CÃ'te d†Ivoire Chambre de Commerce et d†Industrie de CÃ'te d†Ivoire

Anzoumane Diabakate, Head of communications Nicolas Djibo, President Marie-Gabrielle Varlet, Director General Croatia National Competitiveness Council

Jadranka Gable, Advisor Kresimir Jurlin, Research Fellow Cyprus The European University Bambos Papageorgiou, Head of Socioeconomic and

Academic Research Czech republic CMC Graduate school of Business Tomas Janca, Executive director In collaboration with Czech Management Association

Ivo Gajdos, Executive director Denmark Danish Technological Institute, Center for Policy and Business Analysis Hanne Shapiro, Director

ESPAE Graduate school of Management, Escuela Superior Politã cnica del Litoral (ESPOL Virginia Lasio, Director Andrea Samaniego, Project Assistant

Sara Wong, Professor Egypt The Egyptian Center for Economic Studies Iman Al-Ayouty, Senior Economist

Bertrand Moingeon, Professor and Deputy Dean Bernard Ramanantsoa, Professor and Dean  2014 World Economic Forum

Partner Institutes The Global Information technology Report 2014 337 Gabon Confã dã ration Patronale Gabonaise Regis Loussou Kiki, General Secretary

Ralf Fendel, Professor of Monetary Economics Michael Frenkel, Professor, Chair of Macroeconomics and International Economics

Ghana Association of Ghana Industries (AGI Patricia Addy, Projects Officer Nana Owusu-Afari, President Seth Twum-Akwaboah, Executive director

Institute of Development Studies, University of Guyana Karen Pratt, Research Associate Clive Thomas, Director Haiti

University of Trisakti Tulus Tambunan, Director Iran, Islamic Republic of The Center for Economic Studies and Surveys (CESS), Iran

Paola Dubini, Associate professor, Bocconi University Francesco A. Saviozzi, SDA Professor, Strategic and Entrepreneurial Management Department

Jamaica Mona School of business & Management (MSBM), The University of the West indies Patricia Douce, Project Administrator

William Lawrence, Director, Professional Services Unit Paul Simmonds, Executive director and Professor Japan Keio University Yoko Ishikura, Professor, Graduate school of Media Design

Heizo Takenaka, Director, Global security Research Institute Jiro Tamura, Professor of Law, Keio University In cooperation with Keizai Doyukai (Japan Association of

Corporate executives Kiyohiko Ito, Managing director, Keizai Doyukai Jordan Ministry of Planning & International Cooperation Jordan National Competitiveness Team

Kawther Al-Zou†bi, Head of Competitiveness Division Basma Arabiyat, Researcher Mukhallad Omari, Director of Policies and Studies Department

Kazakhstan National Analytical Centre Aktoty Aitzhanova, Deputy Chairperson Meruyert Shabakbayeva, Expert Analyst Vladislav Yezhov, Chairman

Institute for Development Studies, University of Nairobi Paul Kamau, Senior Research Fellow Dorothy Mccormick, Research Professor

Winnie Mitullah, Director and Associate Research Professor  2014 World Economic Forum Partner Institutes 338 The Global Information technology Report 2014

Korea, Republic of KAIST College of Business, the Korea Advanced Institute of Science and Technology

Byungtae Lee, Dean Jaehyeon Ahn, Associate dean of External affairs and Professor Jinyung Cha, Assistant Director, Exchange Program

Korea Development Institute Byungkoo Cho, Executive director, Economic Information Education Center Joohee Cho, Senior Research Associate

Yongsoo Lee, Head, Policy Survey Unit Kuwait Kuwait National Competitiveness Committee Adel Al-Husainan, Committee member

Fahed Al-Rashed, Committee Chairman Sayer Al-Sayer, Committee member Kyrgyz Republic Economic policy Institute Lola Abduhametova, Program Coordinator

Marat Tazabekov, Chairman Lao PDR Enterprise & Development Consultants Co.,Ltd Latvia Stockholm School of economics in Riga

Centre of Economic Studies, University of Antananarivo Ravelomanana Mamy Raoul, Director Razato Rarijaona Simon, Executive secretary

Ramesh Chandra Chitrakar, Professor, Country Coordinator and Project Director Ram Chandra Dhakal, Executive director and Adviser

Research for Innovation, Erasmus University Rotterdam Frans A j. Van den Bosch, Professor Henk W. Volberda, Director and Professor

New zealand The New zealand Initiative Oliver Hartwich, Executive director Businessnz Phil O†Reilly, Chief executive Nigeria Nigerian Economic Summit Group (NESG

Frank Nweke II, Director General Olajiire Onatade-Abati, Research Analyst Sope Williams-Elegbe, Associate Director & Head of Research

BI Norwegian Business school Marius Nordkvelde, Researcher Torger Reve, Professor Oman The International Research Foundation Salem Ben Nasser Al-Ismaily, Chairman

Public Authority for Investment Promotion and Export Development (PAIPED Mehdi Ali Juma, Expert for Economic Research

Alfaisal University Mohammed Kafaji, Assistant professor National Competitiveness Center (NCC Saud bin Khalid Al-Faisal, President

Khaldon Zuhdi Mahasen, Managing director  2014 World Economic Forum Partner Institutes 340 The Global Information technology Report 2014

University of Dakar Diop Ibrahima Thione, Director Serbia Foundation for the Advancement of Economics (FREN

Peter Stanovnik, Professor Sonja Urå¡iä, Senior Research Assistant University of Ljubljana, Faculty of economics Mateja Drnovå¡

ek, Professor South africa Business Leadership South africa Friede Dowie, Director Thero Setiloane, Chief executive officer Business Unity South africa

Nomaxabiso Majokweni, Chief executive officer Kgatlaki Ngoasheng, Executive director, Economic policy Spain IESE Business school, International Center for Competitiveness Marã a Luisa Blã¡

zquez, Research Associate Antoni Subirã, Professor Sri lanka Institute of Policy Studies of Sri lanka (IPS Ayodya Galappattige, Research Officer

Dilani Hirimuthugodage, Research Officer Saman Kelegama, Executive director Suriname Suriname Trade & Industry Association (VSB Helen Doelwijt, Executive secretary

International University of Entrepreneurship and Technology Association (IUET Thomas Andersson, President Switzerland University of St gallen, Executive School of management

Technology and Law (ES-HSG Rubã n Rodriguez Startz, Head of Project Tobias Trã tsch, Communications Manager

Samuel Wangwe, Professor and Executive director Thailand Chulalongkorn Business school, Chulalongkorn University Pasu Decharin, Dean Siri-on Setamanit, Assistant Dean

Timor-Leste East Timor Development Agency (ETDA Norman da Silva, Researcher Palmira Pires, Director Chambers of Commerce and Industry of Timor-Leste

Kathleen Fon Ha Tchong Goncalves, Vice-president Trinidad and tobago Arthur Lok Jack Graduate school of Business Miguel Carillo, Executive director and Professor of Strategy

Nirmala Harrylal, Director, Internationalisation and Institutional Relations Centre Richard A Ramsawak, Deputy Director, Centre of Strategy and

Competitiveness The Competitiveness Company Rolph Balgobin, Executive Chairman Tunisia Institut Arabe des Chefs d†Entreprises

Ahmed Bouzguenda, President Majdi Hassen, Executive Counsellor Turkey TUSIAD Sabanci University Competitiveness Forum Izak Atiyas, Director

Ozan Bakä s, Project Consultant Sezen Ugurlu, Project Specialist Uganda Kabano Research and development Centre Robert Apunyo, Program Manager

University Mouawiya Alawad, Director Emirates Competitiveness Council H. E. Abdulla Nasser Lootah, Secretary general  2014 World Economic Forum

Bruno Gili, Professor Isidoro Hodara, Professor Venezuela CONAPRI€ The Venezuelan Council for Investment Promotion Litsay Guerrero, Economic Affairs and Investor Services

Manager Eduardo Porcarelli, Executive director Vietnam Ho chi minh city Institute for Development Studies (HIDS Nguyen Trong Hoa, Professor and President

Du Phuoc Tan, Head of Department, Urban Management Studies Trieu Thanh Son, Researcher Yemen Yemeni Business Club (YBC

University of Zambia Patricia Funjika, Research Fellow Jolly Kamwanga, Senior Research Fellow and Project Coordinator

Mubiana Macwan†gi, Director and Professor Zimbabwe Graduate school of Management, University of Zimbabwe A m. Hawkins, Professor

Bolivia, Costa rica, Dominican republic, Ecuador El salvador, Honduras, Nicaragua, Panama INCAE Business school, Latin american Center for Competitiveness and Sustainable Development (CLACDS

Ronald Arce, Researcher Arturo Condo, Rector Marlene de Estrella, Director of External Relations Lawrence Pratt, Director

Liberia and Sierra leone FJP Development and Management consultants Omodele R. N. Jones, Chief executive officer  2014 World Economic Forum

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