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“On the regional impact of broadband on productivity: the case of Brazil”

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  • Juan Jung

    (AQR-IREA, University of Barcelona)

  • Enrique López-Bazo

    (AQR-IREA, University of Barcelona)

Abstract

This paper analyses the incidence of broadband on regional productivity in Brazil, intending to find out if the economic impact is uniform across all territories of the country. The possibility of performing a regional approach, instead of the usual country-level analysis, means an opportunity to disentangle the economic impact of broadband at territories which share a common institutional and regulatory framework as are the regions inside a country. Results suggest that the impact of broadband on productivity is positive although not uniform across regions. On the one hand, it seems to depend on connection quality and network effects. Faster download speed and critical-mass accounting for network externalities in the region enhance the economic impact of broadband. On the other hand, higher productivity gains are estimated for the less developed regions. The fact that the less productive regions in Brazil seem to be benefiting more from broadband may suggest that it can constitute a factor favoring regional convergence in the country.

Suggested Citation

  • Juan Jung & Enrique López-Bazo, 2017. "“On the regional impact of broadband on productivity: the case of Brazil”," AQR Working Papers 201704, University of Barcelona, Regional Quantitative Analysis Group, revised May 2017.
    • Handle: RePEc:aqr:wpaper:201704
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    1. Lei Ding & Kingsley Haynes & Yanchun Liu, 2008. "Telecommunications infrastructure and regional income convergence in China: panel data approaches," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(4), pages 843-861, December.
    2. Daire McCoy & Sean Lyons & Edgar Morgenroth & Donal Palcic & Leonie Allen, 2018. "The impact of broadband and other infrastructure on the location of new business establishments," Journal of Regional Science, Wiley Blackwell, vol. 58(3), pages 509-534, June.
    3. de la Fuente, Angel, 2002. "On the sources of convergence: A close look at the Spanish regions," European Economic Review, Elsevier, vol. 46(3), pages 569-599, March.
    4. Barrios, Salvador & Mas, Matilde & Navajas, Elena & Quesada, Javier, 2008. "Mapping the ICT in EU Regions: Location, Employment, Factors of Attractiveness and Economic Impact," MPRA Paper 6998, University Library of Munich, Germany.
    5. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    6. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    7. Ford, George S., 2018. "Is faster better? Quantifying the relationship between broadband speed and economic growth," Telecommunications Policy, Elsevier, vol. 42(9), pages 766-777.
    8. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
    9. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    10. Narine Badasyan & David Shideler & Laura Taylor, 2007. "The economic impact of broadband deployment in Kentucky," Regional Economic Development, Federal Reserve Bank of St. Louis, issue Nov, pages 88-118.
    11. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    12. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    13. Billon, Margarita & Marco, Rocio & Lera-Lopez, Fernando, 0. "Disparities in ICT adoption: A multidimensional approach to study the cross-country digital divide," Telecommunications Policy, Elsevier, vol. 33(10-11), pages 596-610, November.
    14. Harald Gruber & Pantelis Koutroumpis, 2011. "Mobile telecommunications and the impact on economic development [Discussion of “Why is infrastructure important?” in Alicia H. Munnell, (ed.), Is there a shortfall in public capital investment?]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(67), pages 387-426.
    15. Tito Nícias Teixeira da Silva Filho, 2001. "Estimando o Produto Potencial Brasileiro: Uma Abordagem de Função de Produção," Working Papers Series 17, Central Bank of Brazil, Research Department.
    16. Stocker, Volker & Whalley, Jason, 2018. "Speed isn't everything: A multi-criteria analysis of the broadband consumer experience in the UK," Telecommunications Policy, Elsevier, vol. 42(1), pages 1-14.
    17. Olena Ivus & Matthew Boland, 2015. "The employment and wage impact of broadband deployment in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(5), pages 1803-1830, December.
    18. Bertschek, Irene & Cerquera, Daniel & Klein, Gordon J., 2011. "More bits - more bucks? Measuring the impact of broadband internet on firm performance," ZEW Discussion Papers 11-032, ZEW - Leibniz Centre for European Economic Research.
    19. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    20. Mack, Elizabeth A. & Rey, Sergio J., 2014. "An econometric approach for evaluating the linkages between broadband and knowledge intensive firms," Telecommunications Policy, Elsevier, vol. 38(1), pages 105-118.
    21. Bertschek Irene & Briglauer Wolfgang & Hüschelrath Kai & Kauf Benedikt & Niebel Thomas, 2015. "The Economic Impacts of Broadband Internet: A Survey," Review of Network Economics, De Gruyter, vol. 14(4), pages 201-227, December.
    22. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    23. Ibrahim Kholilul Rohman & Erik Bohlin, 2012. "Does broadband speed really matter as a driver of economic growth? Investigating OECD countries," International Journal of Management and Network Economics, Inderscience Enterprises Ltd, vol. 2(4), pages 336-356.
    24. Galperin, Hernán & Ruzzier, Christian A., 2013. "Price elasticity of demand for broadband: Evidence from Latin America and the Caribbean," Telecommunications Policy, Elsevier, vol. 37(6), pages 429-438.
    25. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    26. Bauer, Johannes M., 2018. "The Internet and income inequality: Socio-economic challenges in a hyperconnected society," Telecommunications Policy, Elsevier, vol. 42(4), pages 333-343.
    27. Quah, Danny, 2000. "Internet cluster emergence," European Economic Review, Elsevier, vol. 44(4-6), pages 1032-1044, May.
    28. Giulia Canzian & Samuele Poy & Simone Schüller, 2015. "Broadband Diffusion and Firm Performance in Rural Areas: Quasi-Experimental Evidence," FBK-IRVAPP Working Papers 2015-10, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
    29. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    30. -, 2011. "Fast-tracking the digital revolution: broadband for Latin America and the Caribbean," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 35345, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    31. Danny Quah, 2000. "Internet Cluster Emergence," CEP Discussion Papers dp0441, Centre for Economic Performance, LSE.
    32. Gabriel Ahlfeldt & Pantelis Koutroumpis & Tommaso Valletti, 2017. "Speed 2.0: Evaluating Access to Universal Digital Highways," Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 586-625.
    33. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    34. Czernich, Nina, 2014. "Does broadband internet reduce the unemployment rate? Evidence for Germany," Information Economics and Policy, Elsevier, vol. 29(C), pages 32-45.
    35. Mehmet Güney Celbis & Denis de Crombrugghe, 2018. "Internet infrastructure and regional convergence: Evidence from Turkey," Papers in Regional Science, Wiley Blackwell, vol. 97(2), pages 387-409, June.
    36. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    37. Rohman, Ibrahim Kholilul & Bohlin, Erik, 2012. "Does broadband speed really matter for driving economic growth? Investigating OECD countries," 23rd European Regional ITS Conference, Vienna 2012 60385, International Telecommunications Society (ITS).
    38. Barrios, Salvador & Navajas Cawood, Elena, 2008. "The Location of ICT activities in EU regions. Implications for regional policies," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 13, pages 179-210.
    39. Thomas Hempell, 2005. "What’s spurious, what’s real? Measuring the productivity impacts of ICT at the firm-level," Empirical Economics, Springer, vol. 30(2), pages 427-464, September.
    40. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    41. Angelo Castaldo & Alessandro Fiorini & Bernardo Maggi, 2018. "Measuring (in a time of crisis) the impact of broadband connections on economic growth: an OECD panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(8), pages 838-854, February.
    42. Frieden, Rob, 2005. "Lessons from broadband development in Canada, Japan, Korea and the United States," Telecommunications Policy, Elsevier, vol. 29(8), pages 595-613, September.
    43. Margarita Billon & Roberto Ezcurra & Fernando Lera‐López, 2009. "Spatial Effects in Website Adoption by Firms in European Regions," Growth and Change, Wiley Blackwell, vol. 40(1), pages 54-84, March.
    44. Ivan T. Kandilov & Mitch Renkow, 2010. "Infrastructure Investment and Rural Economic Development: An Evaluation of USDA's Broadband Loan Program," Growth and Change, Wiley Blackwell, vol. 41(2), pages 165-191, June.
    45. Raul Katz & Stephan Vaterlaus & Patrick Zenhäusern & Stephan Suter, 2010. "The impact of broadband on jobs and the German economy," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 45(1), pages 26-34, January.
    46. Holt, Lynne & Jamison, Mark, 0. "Broadband and contributions to economic growth: Lessons from the US experience," Telecommunications Policy, Elsevier, vol. 33(10-11), pages 575-581, November.
    47. Quah, Danny, 2000. "Internet cluster emergence," LSE Research Online Documents on Economics 2220, London School of Economics and Political Science, LSE Library.
    48. Elizabeth Mack & Alessandra Faggian, 2013. "Productivity and Broadband," International Regional Science Review, , vol. 36(3), pages 392-423, July.
    49. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    50. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
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    Broadband; Information and Communication Technologies; Regional Productivity JEL classification: O33; O47; R11;
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