IDEAS home Printed from https://ideas.repec.org/p/apk/doctra/2307.html
   My bibliography  Save this paper

Strategic Complementarities in a Dynamic Model of Technology Adoption: P2P Digital Payments

Author

Listed:
  • Fernando Álvarez

    (University of Chicago)

  • David Argente

    (Yale University and NBER)

  • Francesco Lippi

    (Pennsylvania State University)

  • Esteban Méndez-Chacón

    (Department of Economic Research, Central Bank of Costa Rica)

  • Diana Van Patten

    (Yale University and NBER)

Abstract

This paper develops a dynamic model of technology adoption featuring strategic complementarities: the benefits of usage increase with the number of adopters. We study the diffusion of new means of payments, where such complementarities are pervasive. We show that complementarities give rise to multiple equilibria, suboptimal allocations, and study the planner’s problem. The model generates gradualism in adoption, as individuals optimally wait for others to adopt before doing so. We apply the theory to the adoption of SINPE, an electronic peer-to- peer (P2P) payment app developed by the Central Bank of Costa Rica. Transaction-level data on the use of SINPE and several administrative data sets on the network structure allow us to exploit plausibly exogenous variation and to document sizable complementarities. A calibrated version of the model shows that the optimal subsidy pushes the economy to universal adoption. ***Resumen: Este documento desarrolla un modelo dinámico de adopción de tecnología que presenta complementariedades estratégicas: los beneficios del uso aumentan con el número de adoptantes. Estudiamos la difusión de nuevos medios de pago, donde tales complementariedades son generalizadas. Mostramos que las complementariedades dan lugar a equilibrios múltiples, asignaciones subóptimas y estudiamos el problema del planificador. El modelo genera gradualismo en la adopción, ya que los individuos esperan óptimamente a que otros adopten antes de hacerlo. Aplicamos la teoría a la adopción de SINPE Móvil, una plataforma de pago electrónico entre pares (P2P) desarrollada por el Banco Central de Costa Rica. Datos sobre la estructura de la red nos permiten explotar una variación exógena plausible y documentar complementariedades considerables. Una versión calibrada del modelo muestra que el subsidio óptimo empuja a la economía a la adopción universal.

Suggested Citation

  • Fernando Álvarez & David Argente & Francesco Lippi & Esteban Méndez-Chacón & Diana Van Patten, 2023. "Strategic Complementarities in a Dynamic Model of Technology Adoption: P2P Digital Payments," Documentos de Trabajo 2307, Banco Central de Costa Rica.
  • Handle: RePEc:apk:doctra:2307
    as

    Download full text from publisher

    File URL: https://repositorioinvestigaciones.bccr.fi.cr/handle/20.500.12506/382
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jennifer F. Reinganum, 1981. "On the Diffusion of New Technology: A Game Theoretic Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 48(3), pages 395-405.
    2. Kiminori Matsuyama, 1991. "Increasing Returns, Industrialization, and Indeterminacy of Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 617-650.
    3. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    4. Milgrom, Paul & Shannon, Chris, 1994. "Monotone Comparative Statics," Econometrica, Econometric Society, vol. 62(1), pages 157-180, January.
    5. Fernando E. Alvarez & David Argente & Diana Van Patten, 2022. "Are Cryptocurrencies Currencies? Bitcoin as Legal Tender in El Salvador," NBER Working Papers 29968, National Bureau of Economic Research, Inc.
    6. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    7. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    8. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    9. Nicholas Economides & Przemyslaw Jeziorski, 2017. "Mobile Money in Tanzania," Marketing Science, INFORMS, vol. 36(6), pages 815-837, November.
    10. Steven J. Davis & Till Von Wachter, 2011. "Recessions and the Costs of Job Loss," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 1-72.
    11. Nicolas Crouzet & Apoorv Gupta & Filippo Mezzanotti, 2023. "Shocks and Technology Adoption: Evidence from Electronic Payment Systems," Journal of Political Economy, University of Chicago Press, vol. 131(11), pages 3003-3065.
    12. Janine Aron, 2018. "Mobile Money and the Economy: A Review of the Evidence," The World Bank Research Observer, World Bank, vol. 33(2), pages 135-188.
    13. Parente, Stephen L & Prescott, Edward C, 1994. "Barriers to Technology Adoption and Development," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 298-321, April.
    14. Cabral, Luis M. B., 1990. "On the adoption of innovations with 'network' externalities," Mathematical Social Sciences, Elsevier, vol. 19(3), pages 299-308, June.
    15. Steven J. Davis & Till Von Wachter, 2011. "Recessions and the Costs of Job Loss," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 1-72.
    16. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    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. Francisco J. Buera & Nicholas Trachter, 2024. "Sectoral Development Multipliers," NBER Working Papers 32230, National Bureau of Economic Research, Inc.
    2. Giulio Cornelli & Jon Frost & Jonathan Warren & Clair Yang & Carolina Velásquez, 2024. "Retail fast payment systems as a catalyst for digital finance," BIS Working Papers 1228, Bank for International Settlements.
    3. Nocciola, Luca & Zamora-Pérez, Alejandro, 2024. "Transactional demand for central bank digital currency," Working Paper Series 2926, European Central Bank.
    4. Federico Cannerozzi & Giorgio Ferrari, 2024. "Cooperation, Correlation and Competition in Ergodic N-player Games and Mean-field Games of Singular Controls: A Case Study," Papers 2404.15079, arXiv.org, revised Apr 2025.
    5. David Argente & Paula Gonzalez Alvarez & Esteban Méndez & Diana Van Patten, 2025. "Drivers of Digital Payment Adoption: Lessons from Brazil, Costa Rica, and Mexico," NBER Working Papers 34280, National Bureau of Economic Research, Inc.
    6. Riley, Emma & Shonchoy, Abu S. & Osei, Robert Darko, 2025. "Incentives and endorsement for technology adoption: Evidence from mobile banking in Ghana," Journal of Development Economics, Elsevier, vol. 176(C).
    7. Cannerozzi, Federico & Ferrari, Giorgio, 2024. "Cooperation, Correlation and Competition in Ergodic $N$-Player Games and Mean-Field Games of Singular Controls: A Case Study," Center for Mathematical Economics Working Papers 691, Center for Mathematical Economics, Bielefeld University.

    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. Jean-Marc Robin & Costas Meghir & Christian Dustmann & Jerome Adda, 2013. "Career Progression, Economic Downturns, and Skills," 2013 Meeting Papers 993, Society for Economic Dynamics.
    2. Richard K. Crump & Stefano Eusepi & Marc Giannoni & Aysegul Sahin, 2019. "A Unified Approach to Measuring u," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 143-238.
    3. Cantono, Simona, 2012. "Unveiling diffusion dynamics: an autocatalytic percolation model of environmental innovation diffusion and the optimal dynamic path of adoption subsidies," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201222, University of Turin.
    4. Alisdair McKay & Ricardo Reis, 2021. "Optimal Automatic Stabilizers [Consumption versus Expenditure]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(5), pages 2375-2406.
    5. repec:spo:wpmain:info:hdl:2441/27gcpqk7lh9jsrd5361jqsbt51 is not listed on IDEAS
    6. repec:hal:journl:hal-01070441 is not listed on IDEAS
    7. repec:hal:spmain:info:hdl:2441/27gcpqk7lh9jsrd5361jqsbt51 is not listed on IDEAS
    8. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    9. Elira Kuka, 2020. "Quantifying the Benefits of Social Insurance: Unemployment Insurance and Health," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 490-505, July.
    10. Jose Garcia‐Louzao & Marta Silva, 2024. "Coworker networks and the labor market outcomes of displaced workers: Evidence from Portugal," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(3), pages 389-413, July.
    11. Martti Kaila & Emily Nix & Krista Riukula, 2021. "Disparate Impacts of Job Loss by Parental Income and Implications for Intergenerational Mobility," Opportunity and Inclusive Growth Institute Working Papers 53, Federal Reserve Bank of Minneapolis.
    12. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2018. "Job Loss and Regional Mobility," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 479-509.
    13. Joachim Hubmer, 2018. "The Job Ladder and its Implications for Earnings Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 172-194, July.
    14. Cozzi, Marco & Fella, Giulio, 2015. "Job Displacement Risk and Severance Pay," Queen's Economics Department Working Papers 274664, Queen's University - Department of Economics.
    15. Saygin, Perihan & Weber, Andrea & Weynandt, Michèle, 2014. "Coworkers, Networks, and Job Search Outcomes," IZA Discussion Papers 8174, Institute of Labor Economics (IZA).
    16. Georg Graetz & Guy Michaels, 2017. "Is Modern Technology Responsible for Jobless Recoveries?," American Economic Review, American Economic Association, vol. 107(5), pages 168-173, May.
    17. Shi, Yuwei & Herniman, John, 2023. "The role of expectation in innovation evolution: Exploring hype cycles," Technovation, Elsevier, vol. 119(C).
    18. John R. Graham & Hyunseob Kim & Si Li & Jiaping Qiu, 2019. "Employee Costs of Corporate Bankruptcy," NBER Working Papers 25922, National Bureau of Economic Research, Inc.
    19. Timothy J. Bartik, 2015. "How Effects of Local Labor Demand Shocks Vary with the Initial Local Unemployment Rate," Growth and Change, Wiley Blackwell, vol. 46(4), pages 529-557, December.
    20. Kristiina Huttunen & Jenni Kellokumpu, 2016. "The Effect of Job Displacement on Couples' Fertility Decisions," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 403-442.
    21. Stenberg, Anders & Westerlund, Olle, 2016. "Flexibility at a cost – Should governments stimulate tertiary education for adults?," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 69-86.
    22. Makoto Nakajima, 2023. "Monetary Policy with Racial Inequality," Opportunity and Inclusive Growth Institute Working Papers 070, Federal Reserve Bank of Minneapolis.
    23. Lei Fang & Jun Nie, 2014. "Human capital dynamics and the U.S. labor market," Research Working Paper RWP 13-10, Federal Reserve Bank of Kansas City.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O2 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy

    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:apk:doctra:2307. 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: Departamento de Investigación Económica (email available below). General contact details of provider: https://edirc.repec.org/data/bccrrcr.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.