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Has the Internet Fostered Inclusive Innovation in the Developing World?

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  • Paunov, Caroline
  • Rollo, Valentina
Abstract
The adoption of the Internet has been widespread across countries, making much more information available and thus facilitating knowledge diffusion among businesses to boost their innovation performance. However, differences in firms’ capabilities to use this newly available knowledge could create a new “digital divide” instead. Using 50,013 firm observations covering 117 developing and emerging countries over the 2006–11 period, this paper tests for knowledge spillover effects from industries’ adoption of the Internet on firms’ productivity and innovation performance. We test for heterogeneous spillover impacts on groups of firms that are commonly less engaged in innovation and on firms with different productivity levels. Our specification regresses firm productivity and innovation performance – i.e., their investment in equipment and ownership of quality certificates and patents – on industries’ use of the Internet. Spillover effects are identified by controlling for firms’ own investment in Internet technology, industry and country-year fixed effects as well as extensive firm-level controls. Our results show that industries’ use of the Internet positively affects the average firm’s productivity and its investment in equipment. We also identify modest impacts of industries’ use of the Internet on the likelihood that firms obtain quality certificates and patents. On average, we find that the returns to productivity are larger for firms that commonly engage less in innovation, including single-plant establishments, non-exporters, and firms located in small agglomerations. However, results from quantile regressions show that only the most productive firms reap productivity gains from Internet-enabled knowledge access. Firms with productivity levels below the 50th percentile do not benefit much. The spillover effects from industries’ adoption of the Internet identified in our work justify public policies aimed at fostering industries’ use of the Internet. However, since we show that only firms with adequate absorptive capabilities benefit from the widespread Internet adoption, policy support should also focus on facilitating firms’ access to networks and strengthening their capacities to use them.

Suggested Citation

  • Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    • Handle: RePEc:eee:wdevel:v:78:y:2016:i:c:p:587-609
    DOI: 10.1016/j.worlddev.2015.10.029
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Sandra E. Black & Lisa M. Lynch, 2004. "What's driving the new economy?: the benefits of workplace innovation," Economic Journal, Royal Economic Society, vol. 114(493), pages 97-116, February.
    3. Dollar, David & Hallward-Driemeier, Mary & Mengistae, Taye, 2006. "Investment climate and international integration," World Development, Elsevier, vol. 34(9), pages 1498-1516, September.
    4. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Local Technological Capability and Productivity Spillovers from FDI in the Uruguayan Manufacturing Sector," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 11, pages 177-186, Palgrave Macmillan.
    5. Aterido, Reyes & Hallward-Driemeier, Mary & Pagés, Carmen, 2007. "Investment Climate and Employment Growth: The Impact of Access to Finance, Corruption and Regulations Across Firms," IZA Discussion Papers 3138, Institute of Labor Economics (IZA).
    6. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    7. Hilbert, Martin, 2010. "When is Cheap, Cheap Enough to Bridge the Digital Divide? Modeling Income Related Structural Challenges of Technology Diffusion in Latin America," World Development, Elsevier, vol. 38(5), pages 756-770, May.
    8. Paunov, Caroline, 2016. "Corruption's asymmetric impacts on firm innovation," Journal of Development Economics, Elsevier, vol. 118(C), pages 216-231.
    9. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    10. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    11. Dale W. Jorgenson & Khuong Vu, 2005. "Information technology and the world economy," Proceedings, Federal Reserve Bank of San Francisco.
    12. Motohashi, Kazuyuki, 2008. "IT, enterprise reform, and productivity in Chinese manufacturing firms," Journal of Asian Economics, Elsevier, vol. 19(4), pages 325-333, August.
    13. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    14. Caroline Paunov & Valentina Rollo, 2015. "Overcoming Obstacles: The Internet's Contribution to Firm Development," The World Bank Economic Review, World Bank, vol. 29(suppl_1), pages 192-204.
    15. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Technology, Market Characteristics and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 10, pages 160-176, Palgrave Macmillan.
    16. Rita Almeida & Ana Margarida Fernandes, 2008. "Openness and Technological Innovations in Developing Countries: Evidence from Firm-Level Surveys," Journal of Development Studies, Taylor & Francis Journals, vol. 44(5), pages 701-727.
    17. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    18. Kaushik, P. D. & Singh, Nirvikar, 2004. "Information Technology and Broad-Based Development: Preliminary Lessons from North India," World Development, Elsevier, vol. 32(4), pages 591-607, April.
    19. Caroline Paunov, 2013. "Innovation and Inclusive Development: A Discussion of the Main Policy Issues," OECD Science, Technology and Industry Working Papers 2013/1, OECD Publishing.
    20. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    21. Steve Esselaar & Christoph Stork & Ali Ndiwalana & Mariama Deen-Swarray, 2007. "ICT Usage and Its Impact on Profitability of SMEs in 13 African Countries," Information Technologies and International Development, MIT Press, vol. 4(1), pages 87-100, October.
    22. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    23. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739, Elsevier.
    24. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    25. Murat Şeker, 2012. "Importing, Exporting, and Innovation in Developing Countries," Review of International Economics, Wiley Blackwell, vol. 20(2), pages 299-314, May.
    26. Muto, Megumi & Yamano, Takashi, 2009. "The Impact of Mobile Phone Coverage Expansion on Market Participation: Panel Data Evidence from Uganda," World Development, Elsevier, vol. 37(12), pages 1887-1896, December.
    27. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    28. Timothy Bresnahan & Shane Greenstein, 1996. "Technical Progress and Co-invention in Computing and in the Uses of Computers," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1996 Micr), pages 1-83.
    29. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
    30. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    31. Richard Duncombe & Richard Heeks, 2002. "Enterprise across the digital divide: information systems and rural microenterprise in Botswana," Journal of International Development, John Wiley & Sons, Ltd., vol. 14(1), pages 61-74.
    32. Yasar, Mahmut & Morrison Paul, Catherine J., 2007. "International linkages and productivity at the plant level: Foreign direct investment, exports, imports and licensing," Journal of International Economics, Elsevier, vol. 71(2), pages 373-388, April.
    33. Edward E Leamer & Michael Storper, 2001. "The Economic Geography of the Internet Age," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(4), pages 641-665, December.
    34. Bas, M. & Paunov, C., 2014. "The unequal effect of India's industrial liberalization on firms' decision to innovate: Do business conditions matter?," MERIT Working Papers 2014-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    35. Tadesse, Getaw & Bahiigwa, Godfrey, 2015. "Mobile Phones and Farmers’ Marketing Decisions in Ethiopia," World Development, Elsevier, vol. 68(C), pages 296-307.
    36. Howard, Philip N. & Mazaheri, Nimah, 2009. "Telecommunications Reform, Internet Use and Mobile Phone Adoption in the Developing World," World Development, Elsevier, vol. 37(7), pages 1159-1169, July.
    37. Jens Matthias Arnold & Aaditya Mattoo & Gaia Narciso, 2008. "Services Inputs and Firm Productivity in Sub-Saharan Africa: Evidence from Firm-Level Data," Journal of African Economies, Centre for the Study of African Economies, vol. 17(4), pages 578-599, August.
    38. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 169-196, National Bureau of Economic Research, Inc.
    39. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    40. Kevin J. Stiroh, 2002. "Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?," American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
    41. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    42. Ogutu, Sylvester Ochieng & Okello, Julius Juma & Otieno, David Jakinda, 2014. "Impact of Information and Communication Technology-Based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," World Development, Elsevier, vol. 64(C), pages 311-321.
    43. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    44. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    45. Arthur, W. Brian, 2007. "The structure of invention," Research Policy, Elsevier, vol. 36(2), pages 274-287, March.
    46. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    47. Jean-Jacques Dethier & Maximilian Hirn & Stéphane Straub, 2011. "Explaining Enterprise Performance in Developing Countries with Business Climate Survey Data," The World Bank Research Observer, World Bank, vol. 26(2), pages 258-309, August.
    48. Friedrich Schneider & Andreas Buehn & Claudio E. Montenegro, 2011. "Shadow Economies All Over the World: New Estimates for 162 Countries from 1999 to 2007," Chapters, in: Friedrich Schneider (ed.), Handbook on the Shadow Economy, chapter 1, Edward Elgar Publishing.
    49. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    50. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    51. Fernandes, Ana M. & Paunov, Caroline, 2012. "Foreign direct investment in services and manufacturing productivity: Evidence for Chile," Journal of Development Economics, Elsevier, vol. 97(2), pages 305-321.
    52. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    53. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    54. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    55. Friedrich Schneider (ed.), 2011. "Handbook on the Shadow Economy," Books, Edward Elgar Publishing, number 13432.
    56. Simon Commander & Rupert Harrison & Naercio Menezes-Filho, 2011. "ICT and Productivity in Developing Countries: New Firm-Level Evidence from Brazil and India," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 528-541, May.
    57. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    58. Albert G. Z. Hu & Gary H. Jefferson & Qian Jinchang, 2005. "R&D and Technology Transfer: Firm-Level Evidence from Chinese Industry," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 780-786, November.
    59. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    60. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    61. Klepper, Steven & Simons, Kenneth L., 2005. "Industry shakeouts and technological change," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 23-43, February.
    62. Holger M. Mueller & Paige P. Ouimet & Elena Simintzi, 2015. "Wage Inequality and Firm Growth," NBER Working Papers 20876, National Bureau of Economic Research, Inc.
    63. Fagerberg, Jan, 1994. "Technology and International Differences in Growth Rates," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1147-1175, September.
    64. Fattouh, Bassam & Scaramozzino, Pasquale & Harris, Laurence, 2005. "Capital structure in South Korea: a quantile regression approach," Journal of Development Economics, Elsevier, vol. 76(1), pages 231-250, February.
    65. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    66. World Bank, 2006. "2006 Information and Communications for Development : Global Trends and Policies," World Bank Publications - Books, The World Bank Group, number 6967.
    67. De loecker, Jan & Asker, John & Collard-Wexler, Allan, 2011. "Productivity volatility and the misallocation of resources in developing economies," CEPR Discussion Papers 8469, C.E.P.R. Discussion Papers.
    68. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    69. Pohjola, Matti (ed.), 2001. "Information Technology, Productivity, and Economic Growth: International Evidence and Implications for Economic Development," OUP Catalogue, Oxford University Press, number 9780199243983.
    70. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    71. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," 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 129-213, Elsevier.
    72. Mueller, Holger & Simintzi, Elena & Ouimet, Paige, 2015. "Wage Inequality and Firm Growth," CEPR Discussion Papers 10365, C.E.P.R. Discussion Papers.
    73. Harrison, R. Wes, 2013. "R. Wes Harrison," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 45, pages 1-2, August.
    74. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    75. Carmen Pagés-Serra & Reyes Aterido & Mary Hallward-Driemeier, 2007. "Investment Climate and Employment Growth: The Impact of Access to Finance, Corruption and Regulations Across Firms," Research Department Publications 4559, Inter-American Development Bank, Research Department.
    76. Paunov C., 2014. "Democratizing intellectual property systems : how corruption hinders equal opportunities for firms," MERIT Working Papers 2014-077, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    77. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    78. Waverly W. Ding & Sharon G. Levin & Paula E. Stephan & Anne E. Winkler, 2010. "The Impact of Information Technology on Academic Scientists' Productivity and Collaboration Patterns," Management Science, INFORMS, vol. 56(9), pages 1439-1461, September.
    79. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    80. Indjikian, Rouben & Siegel, Donald S., 2005. "The Impact of Investment in IT on Economic Performance: Implications for Developing Countries," World Development, Elsevier, vol. 33(5), pages 681-700, May.
    81. Zoltan Acs & David Audretsch, 1990. "Innovation and Small Firms," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011131, April.
    82. Jonathan Donner & Marcela X. Escobari, 2010. "A review of evidence on mobile use by micro and small enterprises in developing countries," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(5), pages 641-658.
    83. Holger M. Mueller & Paige P. Ouimet & Elena Simintzi, 2015. "Wage Inequality and Firm Growth," LIS Working papers 632, LIS Cross-National Data Center in Luxembourg.
    84. Jonathan Donner, 2004. "Microentrepreneurs and Mobiles: An Exploration of the Uses of Mobile Phones by Small Business Owners in Rwanda," Information Technologies and International Development, MIT Press, vol. 2(1), pages 1-21.
    85. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    86. Atkinson, Anthony B & Stiglitz, Joseph E, 1969. "A New View of Technological Change," Economic Journal, Royal Economic Society, vol. 79(315), pages 573-578, September.
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    More about this item

    Keywords

    Information and communication technology (ICT); knowledge spillovers; Internet; innovation; productivity; firm heterogeneities;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis

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