Aurã lie Corre, Team Coordinator, Telecommunication Industry Aurã lien Goutorbe, Senior Content Manager Telecommunication Industry
Qin He, Associate Director, Telecommunication Industry William Hoffman, Associate Director, Head of Personal Data Initiative
Dimitri Kaskoutas, Senior Community Associate Telecommunication Industry Danil Kerimi, Director, Government affairs, Information and Communication Technology Industries
Elena Kvochko, Manager, Information technology Industry Derek O†Halloran, Associate Director, Head of Information technology Industry Michele Petruzziello, Senior Partnership Development
Bruce Weinelt, Director, Head of Telecommunication Industry World Economic Forum Geneva Copyright  2014 by the World Economic Forum and INSEAD
International Telecommunication Union (ITU), the World Bank, and the United nations. International sources ensure the validation and comparability of data across
/ITU (International Telecommunication Union. 2013. Measuring the Information Society. Geneva: ITU Kakutani, M. 2010. â€oea Rebel in Cyberspace, Fighting Collectivism. â€
as telecommunications and travel still tend to spend substantially more on big data projects than the energy
telecommunications companies, are equipped better than others to utilize their internally generated data in this way.
telecommunication devices, and the Internet impacted economic growth in the early years of that troika. A 2004
telecommunications carriers†the scale and scope are different the principles similar REFERENCES Ahmad, N.,P. Schreyer,
-generation telecommunications infrastructure, which is still in its early development in many parts of the world
sectors†such as healthcare, telecommunications and finance†are regulated by specific laws applying only to these sectors.
of telecommunications companies†to other companies in anonymized and aggregated form for marketing purposes. Companies can target their marketing more
Investment in Telecommunications. †In The Global Information Technology Report: Growth and Jobs in a Hyperconnected World
While the telecommunications, travel retail, life sciences, and financial services industries are making significant strides in big data technologies, other
telecommunications); ) and prescriptive analytics (which answers â€oehow can we make it happen? ††for example determining whether personalized offers to customers
•Australia-based telecommunications companies use big data to determine which of their customers are less likely
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2001 2 2003 3 2006 4 2007 5 2008 6 2009 7 2010 8 2011
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2004 2 2009 3 2010 4 2011
Author†s calculations based on International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition
Author†s calculations based on International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition
Authors†calculations based onâ International Telecommunication Union (ITU), ITU World Telecommunication Regulatory Database (accessed December 2013
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition  2014 World Economic Forum
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2011
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2005 2 2009
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2009
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2007 2 2008 3 2009
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 1 2010 2 2011
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 3. 03 International Internet bandwidth
International Internet bandwidth (kb/s) per Internet user 2012 International Internet bandwidth is the sum of capacity of all
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 3. 04 Secure Internet servers
Secure Internet servers per million population 2012 Secure Internet servers are servers using encryption technology in
Telecommunication Union (ITU), ITU World Telecommunication /ICT Indicators Database 2013 (December 2013 edition International monetary fund, World Economic Outlook (October
Telecommunication Union (ITU), ITU World Telecommunication /ICT Indicators Database 2013 (December 2013 edition International monetary fund, World Economic Outlook (October
Telecommunication Union (ITU), ITU World Telecommunication Regulatory Database (accessed December 2013 5th pillar: Skills 5. 01 Quality of the educational system
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 6. 02 Internet users
Percentage of individuals using the Internet 2012 Internet users are people with access to the worldwide network
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 6. 03 Households with a personal computer
Percentage of households equipped with a personal computer 2012 The proportion of households with a computer is calculated
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 6. 04 Households with Internet access
Percentage of households with Internet access at home 2012 The share of households with Internet access at home is
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 6. 05 Fixed broadband Internet subscriptions
Fixed broadband Internet subscriptions per 100 population 2012 This refers to total fixed (wired) broadband Internet subscriptions
International Telecommunication Union (ITU), ITU World Telecommunication/ICT Indicators Database 2013 (December 2013 edition 6. 06 Mobile broadband Internet subscriptions
Mobile broadband Internet subscriptions per 100 population 2012 Source: International Telecommunication Union (ITU), ITU World
Telecommunication/ICT Indicators Database 2013 (December 2013 edition 6. 07 Use of virtual social networks *In your country, how widely used are virtual social networks
e g.,, Facebook, Twitter, Linkedin? 1=not used at all; 7 =widely used 2012†2013 weighted average
in the telecommunications, technology, and media sectors He is a global leader of Mckinsey†s telecommunications
practice. Mr Beardsley has led Mckinsey†s Strategy practice in Europe, the Middle east, and Africa for the past seven
of telecommunications-sector strategy development policymaking and regulatory management, digitization business development and strategic investments, and
and pricing in telecommunications fixed and mobile businesses) and energy. He co -leads Mckinsey†s global efforts in regulation, regulatory
telecommunications networks Peter Haynes Peter Haynes is a Senior Fellow at the Atlantic Council and
He focuses on advising telecommunications clients on strategy and technology topics in Europe, Africa, and
articles for Mckinsey†s telecoms magazine Recall on 4g, mobile OTT, and frequency auctions. Mr Grijpink is
Telecommunications from the Delft University of Technology  2014 World Economic Forum About the Authors
telecommunications legislation, planning for the transition to digital television, and designing and implementing the first
the US Telecommunications Training Institute (USTTI) and advisory boards for Columbia University and Michigan State University, and is a Communications Program Fellow at the
experience in the telecommunications sector. Â In addition, Dr Ryan is an Adjunct Professor (previously Faculty Director
Telecommunications Program, where he taught Internet and telecommunications policy. He also holds an appointment as a Senior Affiliated Researcher with the Katholieke
Universiteit Leuven†s Interdisciplinary Center for Law & ICT. Dr Ryan was one of the founding board members of
the Information and Telecommunications Education and Research Association and has published several law review articles on spectrum, telecommunications, and Internet
regulation. Dr Ryanb received a JD from the University of Texas at Austin, an MBL in International Business Law from
Telecommunications Network Operators†Association ETNO), the European Competitive Telecommunications Association (ECTA), the Centre for European Political
Studies (CEPS), and Euractiv. Prior to joining Mckinsey Mr Sandoval worked with Colombia†s Presidency of
in telecommunications regulation. She is working for Mckinsey & Company†s global telecom practice and is
closely affiliated with the strategy practice regulatory service line. Between 2006 and 2010 she held the position of team
on mobile telecommunications research, and has served as the coordinator for Mckinsey†s marketing and sales
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