IDEAS home Printed from https://ideas.repec.org/p/bon/boncrc/crctr224_2023_461.html
   My bibliography  Save this paper

Internet (Power) to the People: How to Bridge the Digital Divide

Author

Listed:
  • Julian Hidalgo
  • Michelle Sovinsky

Abstract

Due to global lockdowns driven by the COVID-19 pandemic, the pervasiveness of inequalities in digital access is more salient. As a result, finding strategies to narrow the digital divide has moved to the forefront of public policy. We examine the impact of a pricing subsidy in Colombia to learn about what hinders low-income populations from adopting internet services. Our model allows take-up to depend on the types of plans offered as well as the rate of diffusion in their neighborhood. We find that increasing the diffusion rate (via internet literacy programs) is more beneficial to takeup among households in the lowest socioeconomic markets and in less technically savvy markets relative to a pricing subsidy. Pricing subsidies reduce the digital divide by 13% points but over half of that is due to the impact on the diffusion rate. Our results suggest that non-price policies are equally important to bridge the digital divide.

Suggested Citation

  • Julian Hidalgo & Michelle Sovinsky, 2023. "Internet (Power) to the People: How to Bridge the Digital Divide," CRC TR 224 Discussion Paper Series crctr224_2023_461, University of Bonn and University of Mannheim, Germany.
  • Handle: RePEc:bon:boncrc:crctr224_2023_461
    as

    Download full text from publisher

    File URL: https://www.crctr224.de/research/discussion-papers/archive/dp461
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stephen Ryan & Catherine Tucker, 2012. "Heterogeneity and the dynamics of technology adoption," Quantitative Marketing and Economics (QME), Springer, vol. 10(1), pages 63-109, March.
    2. Ackerberg, Daniel A. & DeRemer, David R. & Riordan, Michael H. & Rosston, Gregory L. & Wimmer, Bradley S., 2014. "Estimating the impact of low-income universal service programs," International Journal of Industrial Organization, Elsevier, vol. 37(C), pages 84-98.
    3. Daniel A. Ackerberg & Gautam Gowrisankaran, 2006. "Quantifying equilibrium network externalities in the ACH banking industry," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 738-761, September.
    4. Belloc, Filippo & Nicita, Antonio & Alessandra Rossi, Maria, 2012. "Whither policy design for broadband penetration? Evidence from 30 OECD countries," Telecommunications Policy, Elsevier, vol. 36(5), pages 382-398.
    5. Briglauer Wolfgang & Frübing Stefan & Vogelsang Ingo, 2014. "The Impact of Alternative Public Policies on the Deployment of New Communications Infrastructure – A Survey," Review of Network Economics, De Gruyter, vol. 13(3), pages 227-270, September.
    6. Julian Hildalgo & Michelle Sovinsky, 2022. "Subsidies, Speed and Switching?," CRC TR 224 Discussion Paper Series crctr224_2022_374, University of Bonn and University of Mannheim, Germany.
    7. Simon Board & Moritz Meyer‐ter‐Vehn, 2021. "Learning Dynamics in Social Networks," Econometrica, Econometric Society, vol. 89(6), pages 2601-2635, November.
    8. Jerry A. Hausman & J. Gregory Sidak & HalJ. Singer, 2001. "Cable Modems and DSL: Broadband Internet Access for Residential Customers," American Economic Review, American Economic Association, vol. 91(2), pages 302-307, May.
    9. 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.
    10. Ying Fan, 2013. "Ownership Consolidation and Product Characteristics: A Study of the US Daily Newspaper Market," American Economic Review, American Economic Association, vol. 103(5), pages 1598-1628, August.
    11. Lesley Chiou & Catherine Tucker, 2020. "Social Distancing, Internet Access and Inequality," NBER Working Papers 26982, National Bureau of Economic Research, Inc.
    12. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-1057, September.
    13. Marc Rysman, 2004. "Competition Between Networks: A Study of the Market for Yellow Pages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 483-512.
    14. Shane Greenstein & Jeff Prince, 2006. "The Diffusion of the Internet and the Geography of the Digital Divide in the United States," NBER Working Papers 12182, National Bureau of Economic Research, Inc.
    15. Aviv Nevo & John L. Turner & Jonathan W. Williams, 2016. "Usage‐Based Pricing and Demand for Residential Broadband," Econometrica, Econometric Society, vol. 84, pages 411-443, March.
    16. Austan Goolsbee & Peter J. Klenow, 2006. "Valuing Consumer Products by the Time Spent Using Them: An Application to the Internet," American Economic Review, American Economic Association, vol. 96(2), pages 108-113, May.
    17. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    18. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    19. Arieli, Itai & Babichenko, Yakov & Peretz, Ron & Young, H. Peyton, 2020. "The speed of innovation diffusion in social networks," LSE Research Online Documents on Economics 102538, London School of Economics and Political Science, LSE Library.
    20. Christopher Conlon & Jeff Gortmaker, 2020. "Best practices for differentiated products demand estimation with PyBLP," RAND Journal of Economics, RAND Corporation, vol. 51(4), pages 1108-1161, December.
    21. Catherine Tucker, 2008. "Identifying Formal and Informal Influence in Technology Adoption with Network Externalities," Management Science, INFORMS, vol. 54(12), pages 2024-2038, December.
    22. Juan Daniel Oviedo & Julian Hidalgo, 2014. "The impact of broadband quality standards on Internet services market structure In colombia," Documentos de Trabajo 12232, Universidad del Rosario.
    23. Ravi Varadhan & Christophe Roland, 2008. "Simple and Globally Convergent Methods for Accelerating the Convergence of Any EM Algorithm," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 35(2), pages 335-353, June.
    24. Lasio, Laura, 2023. "Biased beliefs and stigma as barriers to treatment and innovation adoption," CEPR Discussion Papers 17938, C.E.P.R. Discussion Papers.
    25. Robin S. Lee, 2013. "Vertical Integration and Exclusivity in Platform and Two-Sided Markets," American Economic Review, American Economic Association, vol. 103(7), pages 2960-3000, December.
    26. Daniel Ackerberg & Gautam Gowrisankaran, 2006. "Quantifying Equilibrium Network Externalities in the ACH Banking Industry," RAND Journal of Economics, The RAND Corporation, vol. 37(3), pages 738-761, Autumn.
    27. Savage, Scott James & Waldman, Donald M., 2009. "Ability, location and household demand for Internet bandwidth," International Journal of Industrial Organization, Elsevier, vol. 27(2), pages 166-174, March.
    28. Michelle Sovinsky Goeree, 2008. "Limited Information and Advertising in the U.S. Personal Computer Industry," Econometrica, Econometric Society, vol. 76(5), pages 1017-1074, September.
    29. Marc Rysman, 2019. "The reflection problem in network effect estimation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(1), pages 153-158, January.
    30. Panle Jia & Pinelopi K. Goldberg & Shubham Chaudhuri, 2006. "Estimating the Effects of Global Patent Protection in Pharmaceuticals: A Case Study of Quinolones in India," American Economic Review, American Economic Association, vol. 96(5), pages 1477-1514, December.
    31. Mobarak, Ahmed & Levinsohn, James & Guiteras, Raymond, 2019. "Demand Estimation with Strategic Complementarities: Sanitation in Bangladesh," CEPR Discussion Papers 13498, C.E.P.R. Discussion Papers.
    32. Itai Arieli & Yakov Babichenko & Ron Peretz & H. Peyton Young, 2020. "The Speed of Innovation Diffusion in Social Networks," Econometrica, Econometric Society, vol. 88(2), pages 569-594, March.
    33. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.
    34. Laura Grigolon & Laura Lasio, 2023. "Biased Beliefs and Stigma as Barriers to Treatment and Innovation Adoption," CRC TR 224 Discussion Paper Series crctr224_2023_277v2, University of Bonn and University of Mannheim, Germany.
    35. 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.
    Full references (including those not matched with items on IDEAS)

    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. Bruno Jullien & Alessandro Pavan & Marc Rysman, 2021. "Two-sided markets, pricing, and network effects," Post-Print hal-03828345, HAL.
    2. Daniel Björkegren, 2022. "Competition in network industries: Evidence from the Rwandan mobile phone network," RAND Journal of Economics, RAND Corporation, vol. 53(1), pages 200-225, March.
    3. Ginger Zhe Jin & Marc Rysman, 2015. "Platform Pricing at Sports Card Conventions," Journal of Industrial Economics, Wiley Blackwell, vol. 63(4), pages 704-735, December.
    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. 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.
    6. Mohammed Mardan & Mark J. Tremblay, 2022. "Network Effects: Betwixt and Between," CESifo Working Paper Series 10082, CESifo.
    7. Marc Rysman, 2019. "The reflection problem in network effect estimation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(1), pages 153-158, January.
    8. Wang, Jin, 2021. "Do birds of a feather flock together? Platform’s quality screening and end-users’ choices theory and empirical study of online trading platforms," International Journal of Industrial Organization, Elsevier, vol. 75(C).
    9. Yiyi Zhou, 2017. "Bayesian Estimation of a Dynamic Model of Two-Sided Markets: Application to the U.S. Video Game Industry," Management Science, INFORMS, vol. 63(11), pages 3874-3894, November.
    10. Pál, László & Sándor, Zsolt, 2023. "Comparing procedures for estimating random coefficient logit demand models with a special focus on obtaining global optima," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    11. Liu, An-Hsiang & Siebert, Ralph B., 2022. "The competitive effects of declining entry costs over time: Evidence from the static random access memory market," International Journal of Industrial Organization, Elsevier, vol. 80(C).
    12. Andre Boik & Shane Greenstein & Jeffrey Prince, 2016. "The Empirical Economics of Online Attention," Working Papers id:11100, eSocialSciences.
    13. Marcel Fafchamps & Måns Söderbom & Monique van den Boogart, 2022. "Adoption with Social Learning and Network Externalities," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1259-1282, December.
    14. Richards, Timothy J. & Hamilton, Stephen F., 2018. "Food waste in the sharing economy," Food Policy, Elsevier, vol. 75(C), pages 109-123.
    15. Stephen Ryan & Catherine Tucker, 2012. "Heterogeneity and the dynamics of technology adoption," Quantitative Marketing and Economics (QME), Springer, vol. 10(1), pages 63-109, March.
    16. 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.
    17. José Tudón, 2022. "Distilling network effects from Steam," Quantitative Marketing and Economics (QME), Springer, vol. 20(3), pages 293-312, September.
    18. Grzybowski, Lukasz, 2005. "Essays on Economics of Network Industries: Mobile Telephony," Munich Dissertations in Economics 5561, University of Munich, Department of Economics.
    19. Wesley Hartmann & Puneet Manchanda & Harikesh Nair & Matthew Bothner & Peter Dodds & David Godes & Kartik Hosanagar & Catherine Tucker, 2008. "Modeling social interactions: Identification, empirical methods and policy implications," Marketing Letters, Springer, vol. 19(3), pages 287-304, December.
    20. 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.

    More about this item

    Keywords

    digital divide; network effects; internet diffusion; limited choice sets; data restrictions; discrete choice models; price subsidies; internet access;
    All these keywords.

    JEL classification:

    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:bon:boncrc:crctr224_2023_461. 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: CRC Office (email available below). General contact details of provider: https://www.crctr224.de .

    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.