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The Effect of Content on Global Internet Adoption and the Global “Digital Divide”

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  • V. Brian Viard

    (Cheung Kong Graduate School of Business, 100738 Beijing, China)

  • Nicholas Economides

    (Stern School of Business, New York University, New York, New York 10012; and Haas School of Business, University of California, Berkeley, Berkeley, California 94720)

Abstract

A country's human capital and economic productivity increasingly depend on the Internet as a result of its expanding role in providing information and communications. This has prompted a search for ways to increase Internet adoption and narrow its disparity across countries---the global “digital divide.” Previous work has focused on demographic, economic, and infrastructure determinants of Internet access that are difficult to change in the short run. Internet content increases adoption and can be changed more quickly; however, the magnitude of its impact, and therefore its effectiveness as a policy and strategy tool, has until now been unknown. Quantifying the role of content is challenging because of feedback (network effects) between content and adoption: more content stimulates adoption, which in turn increases the incentive to create content. We develop a methodology to overcome this endogeneity problem. We find a statistically and economically significant effect, implying that policies promoting content creation can substantially increase adoption. Because it is ubiquitous, Internet content is also useful to effect social change across countries. Content has a greater effect on adoption in countries with more disparate languages, making it a useful tool to overcome linguistic isolation. Our results offer guidance for policymakers on country characteristics that influence adoption's responsiveness to content and for Internet firms on where to expand internationally and how to quantify content investments. This paper was accepted by Lorin Hitt, information systems .

Suggested Citation

  • V. Brian Viard & Nicholas Economides, 2015. "The Effect of Content on Global Internet Adoption and the Global “Digital Divide”," Management Science, INFORMS, vol. 61(3), pages 665-687, March.
  • Handle: RePEc:inm:ormnsc:v:61:y:2015:i:3:p:665-687
    DOI: 10.1287/mnsc.2013.1875
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    1. Sangin Park, 2004. "Quantitative Analysis of Network Externalities in Competing Technologies: The VCR Case," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 937-945, November.
    2. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    3. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    4. Sinai, Todd & Waldfogel, Joel, 2004. "Geography and the Internet: is the Internet a substitute or a complement for cities?," Journal of Urban Economics, Elsevier, vol. 56(1), pages 1-24, July.
    5. Gautam Gowrisankaran & Joanna Stavins, 2004. "Network Externalities and Technology Adoption: Lessons from Electronic Payments," RAND Journal of Economics, The RAND Corporation, vol. 35(2), pages 260-276, Summer.
    6. Kiiski, Sampsa & Pohjola, Matti, 2002. "Cross-country diffusion of the Internet," Information Economics and Policy, Elsevier, vol. 14(2), pages 297-310, June.
    7. Scott K. Shriver & Harikesh S. Nair & Reto Hofstetter, 2013. "Social Ties and User-Generated Content: Evidence from an Online Social Network," Management Science, INFORMS, vol. 59(6), pages 1425-1443, June.
    8. Neil Gandal & Michael Kende & Rafael Rob, 2000. "The Dynamics of Technological Adoption in Hardware/Software Systems: The Case of Compact Disc Players," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 43-61, Spring.
    9. Fiona Scott Morton & Florian Zettelmeyer & Jorge Silva‐Risso, 2001. "Internet Car Retailing," Journal of Industrial Economics, Wiley Blackwell, vol. 49(4), pages 501-519, December.
    10. Jeffrey R. Brown & Austan Goolsbee, 2002. "Does the Internet Make Markets More Competitive? Evidence from the Life Insurance Industry," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 481-507, June.
    11. Phanindra V. Wunnava & Daniel B. Leiter, 2009. "Determinants of Intercountry Internet Diffusion Rates," American Journal of Economics and Sociology, Wiley Blackwell, vol. 68(2), pages 413-426, April.
    12. Corts, Kenneth S. & Lederman, Mara, 2009. "Software exclusivity and the scope of indirect network effects in the U.S. home video game market," International Journal of Industrial Organization, Elsevier, vol. 27(2), pages 121-136, March.
    13. Hargittai, Eszter, 1999. "Weaving the Western Web: explaining differences in Internet connectivity among OECD countries," Telecommunications Policy, Elsevier, vol. 23(10-11), pages 701-718, November.
    14. Harikesh Nair & Pradeep Chintagunta & Jean-Pierre Dubé, 2004. "Empirical Analysis of Indirect Network Effects in the Market for Personal Digital Assistants," Quantitative Marketing and Economics (QME), Springer, vol. 2(1), pages 23-58, March.
    15. Robert E. Litan & Alice M. Rivlin, 2001. "Projecting the Economic Impact of the Internet," American Economic Review, American Economic Association, vol. 91(2), pages 313-317, May.
    16. Fiona Scott Morton & Florian Zettelmeyer & Jorge Silva-Risso, 2001. "Internet Car Retailing," NBER Chapters, in: E-commerce, pages 501-519, National Bureau of Economic Research, Inc.
    17. repec:bla:jindec:v:49:y:2001:i:4:p:501-19 is not listed on IDEAS
    18. Hiroshi Ohashi, 2003. "The Role of Network Effects in the US VCR Market, 1978–1986," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 12(4), pages 447-494, December.
    19. Wallsten, Scott, 2005. "Regulation and Internet Use in Developing Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 501-523, January.
    20. David Dranove & Neil Gandal, 2003. "The Dvd‐vs.‐Divx Standard War: Empirical Evidence of Network Effects and Preannouncement Effects," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 12(3), pages 363-386, September.
    21. World Bank, 2010. "World Development Indicators 2010," World Bank Publications - Books, The World Bank Group, number 4373.
    Full references (including those not matched with items on IDEAS)

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    2. Jeon, Doh-Shin & Jullien, Bruno & Klimenko, Mikhail, 2021. "Language, internet and platform competition," Journal of International Economics, Elsevier, vol. 131(C).
    3. Anna D'Annunzio & Pierfrancesco Reverberi, 2015. "Content providers and co-investment in broadband networks," DIAG Technical Reports 2015-05, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    4. Setthasuravich, Prasongchai & Kato, Hironori, 2020. "The mediating role of the digital divide in outcomes of short-term transportation policy in Thailand," Transport Policy, Elsevier, vol. 97(C), pages 161-171.
    5. Thierry PENARD & Nicolas POUSSING & Gabriel ZOMO YEBE & Philémon NSI ELLA, 2012. "Comparing the Determinants of Internet and Cell Phone Use in Africa: Evidence from Gabon," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(86), pages 65-83, 2nd quart.
    6. Xia, Jun, 2022. "Juggling ecumenical wisdoms and xenophobic institutions: Framing and modelling China's telecommunications universal service and rural digitalization initiatives and policies," Telecommunications Policy, Elsevier, vol. 46(2).
    7. Martin Quinn & Miguel Godinho de Matos & Christian Peukert, 2022. "The Welfare Effects of Mobile Internet Access - Evidence from Roam-Like-at-Home," CESifo Working Paper Series 9612, CESifo.
    8. D׳Annunzio, Anna & Reverberi, Pierfrancesco, 2016. "Co-investment in ultra-fast broadband access networks: Is there a role for content providers?," Telecommunications Policy, Elsevier, vol. 40(4), pages 353-367.

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    More about this item

    Keywords

    Internet; technology adoption; economic development; two-sided markets; network effects; technology diffusion; digital divide; language;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications

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