IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v61y2015i3p665-687.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2013.1875
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2013.1875?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    6. 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.
    7. 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.
    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. Kiiski, Sampsa & Pohjola, Matti, 2002. "Cross-country diffusion of the Internet," Information Economics and Policy, Elsevier, vol. 14(2), pages 297-310, June.
    10. 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.
    11. 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.
    12. repec:bla:jindec:v:49:y:2001:i:4:p:501-19 is not listed on IDEAS
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    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)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Martins, Maria Lurdes, 2023. "Cybersecurity provision and online services access and usage," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 278001, International Telecommunications Society (ITS).
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicholas Economides & V. Brian Viard, 2010. "The Effect of Content on Global Internet Adoption," Working Papers 10-19, New York University, Leonard N. Stern School of Business, Department of Economics.
    2. Jullien, Bruno & Pavan, Alessandro & Rysman, Marc, 2021. "Two-sided Markets, Pricing, and Network Effects," TSE Working Papers 21-1238, Toulouse School of Economics (TSE).
    3. Garcia-Swartz, Daniel D. & Garcia-Vicente, Florencia, 2015. "Network effects on the iPhone platform: An empirical examination," Telecommunications Policy, Elsevier, vol. 39(10), pages 877-895.
    4. Daniel Birke, 2009. "The Economics Of Networks: A Survey Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 23(4), pages 762-793, September.
    5. Marc Rysman & Gautam Gowrisankaran & Minsoo Park, 2011. "Measuring Network Effects in a Dynamic Environment," Boston University - Department of Economics - Working Papers Series WP2011-061, Boston University - Department of Economics.
    6. Gautam Gowrisankaran & Minsoo Park & Marc Rysman, 2010. "Estimating Network Effects in a Dynamic Environment," Working Papers 10-03, NET Institute, revised May 2010.
    7. Binken, J.L.G. & Stremersch, S., 2008. "The Effect of Superstar Software on Hardware Sales in System Markets," ERIM Report Series Research in Management ERS-2008-025-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    8. Pinar Karaca-Mandic, 2011. "Role of complementarities in technology adoption: The case of DVD players," Quantitative Marketing and Economics (QME), Springer, vol. 9(2), pages 179-210, June.
    9. Kang, Jin-Su & Downing, Stephen, 2015. "Keystone effect on entry into two-sided markets: An analysis of the market entry of WiMAX," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 170-186.
    10. Firat Inceoglu & Minsoo Park, 2011. "Diffusion of a new product under network effects: the US DVD market," Applied Economics, Taylor & Francis Journals, vol. 43(30), pages 4803-4815.
    11. Jean-Pierre H. Dubé & Günter J. Hitsch & Pradeep K. Chintagunta, 2010. "Tipping and Concentration in Markets with Indirect Network Effects," Marketing Science, INFORMS, vol. 29(2), pages 216-249, 03-04.
    12. Belleflamme,Paul & Peitz,Martin, 2015. "Industrial Organization," Cambridge Books, Cambridge University Press, number 9781107687899, September.
    13. Scott K. Shriver, 2015. "Network Effects in Alternative Fuel Adoption: Empirical Analysis of the Market for Ethanol," Marketing Science, INFORMS, vol. 34(1), pages 78-97, January.
    14. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    15. Nicholas Economides & Brian Viard, 2003. "Pricing of Complementary Goods and Network Effects," Working Papers 03-12, New York University, Leonard N. Stern School of Business, Department of Economics.
    16. Dohse, Dirk & Lim, Cheng Yee, 2016. "Macro-geographic location and internet adoption in poor countries: What is behind the persistent digital gap?," Kiel Working Papers 2067, Kiel Institute for the World Economy (IfW Kiel).
    17. Kolko, Jed, 2010. "How broadband changes online and offline behaviors," Information Economics and Policy, Elsevier, vol. 22(2), pages 144-152, May.
    18. Fiona Scott Morton, 2006. "Consumer Benefit from Use of the Internet," NBER Chapters, in: Innovation Policy and the Economy, Volume 6, pages 67-90, National Bureau of Economic Research, Inc.
    19. Grajek, Michał & Kretschmer, Tobias, 2012. "Identifying critical mass in the global cellular telephony market," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 496-507.
    20. Kim, Jin-Hyuk & Prince, Jeffrey & Qiu, Calvin, 2014. "Indirect network effects and the quality dimension: A look at the gaming industry," International Journal of Industrial Organization, Elsevier, vol. 37(C), pages 99-108.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormnsc:v:61:y:2015:i:3:p:665-687. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.