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Connection leapfrog: The impact of 2G roll-out on employment outcomes for first-time connected regions

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  • Bernardi, Marta
  • Lindlacher, Valentin

Abstract

For the developing world, instant connectivity was first established through the expansion of second-generation (2G) mobile networks. Leveraging exogenous variation in network disruptions induced by lightning strikes as an instrumental variable, we analyze panel data from 2,040 regions across 13 developing countries between 1990 and 2015. Our findings reveal economically meaningful increases in employment (approximately 32-43%), driven primarily by a shift from self-employment toward formal wage employment, notably within agriculture, coupled with substantial rises in unpaid labor among women.

Suggested Citation

  • Bernardi, Marta & Lindlacher, Valentin, 2025. "Connection leapfrog: The impact of 2G roll-out on employment outcomes for first-time connected regions," CEPIE Working Papers 01/25, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
  • Handle: RePEc:zbw:tudcep:324641
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    1. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    2. Guy Michaels, 2008. "The Effect of Trade on the Demand for Skill: Evidence from the Interstate Highway System," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 683-701, November.
    3. Hjort, Jonas & Tian, Lin, 2025. "The economic impact of internet connectivity in developing countries," LSE Research Online Documents on Economics 129143, London School of Economics and Political Science, LSE Library.
    4. 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.
    5. Bahia, Kalvin & Castells, Pau & Cruz, Genaro & Masaki, Takaaki & Pedrós, Xavier & Pfutze, Tobias & Rodríguez-Castelán, Carlos & Winkler, Hernán, 2024. "The welfare effects of mobile broadband internet: Evidence from Nigeria," Journal of Development Economics, Elsevier, vol. 170(C).
    6. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    7. Bahia, Kalvin & Castells, Pau & Cruz, Genaro & Masaki, Takaaki & Rodriguez Castelan, Carlos & Sanfelice, Viviane, 2021. "Mobile Broadband Internet, Poverty and Labor Outcomes in Tanzania," IZA Discussion Papers 14720, Institute of Labor Economics (IZA).
    8. 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.
    9. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    10. Jonas Hjort & Jonas Poulsen, 2019. "The Arrival of Fast Internet and Employment in Africa," American Economic Review, American Economic Association, vol. 109(3), pages 1032-1079, March.
    11. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    12. Joop Age Harm Adema & Cevat Giray Aksoy & Panu Poutvaara, 2021. "Mobile Internet Access and the Desire to Emigrate," ifo Working Paper Series 365, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    13. Zenou, Yves, 2008. "Job search and mobility in developing countries. Theory and policy implications," Journal of Development Economics, Elsevier, vol. 86(2), pages 336-355, June.
    14. Czernich, Nina, 2014. "Does broadband internet reduce the unemployment rate? Evidence for Germany," Information Economics and Policy, Elsevier, vol. 29(C), pages 32-45.
    15. repec:osf:socarx:8rnp3_v1 is not listed on IDEAS
    16. Taryn Dinkelman, 2011. "The Effects of Rural Electrification on Employment: New Evidence from South Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3078-3108, December.
    17. Marco Manacorda & Andrea Tesei, 2020. "Liberation Technology: Mobile Phones and Political Mobilization in Africa," Econometrica, Econometric Society, vol. 88(2), pages 533-567, March.
    18. Sam Asher & Paul Novosad, 2020. "Rural Roads and Local Economic Development," American Economic Review, American Economic Association, vol. 110(3), pages 797-823, March.
    19. Moritz Goldbeck & Valentin Lindlacher, 2024. "Digital Infrastructure and Local Economic Development: Early Internet in Sub-Saharan Africa," CESifo Working Paper Series 11308, CESifo.
    20. Gaurav Chiplunkar & Pinelopi Koujianou Goldberg, 2022. "The Employment Effects of Mobile Internet in Developing Countries," NBER Working Papers 30741, National Bureau of Economic Research, Inc.
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    Keywords

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    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
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications

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