IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v154y2022ics0304387821001255.html
   My bibliography  Save this article

Network adoption subsidies: A digital evaluation of a rural mobile phone program in Rwanda

Author

Listed:
  • Björkegren, Daniel
  • Karaca, Burak Ceyhun

Abstract

Governments commonly target subsidies for communication networks in remote areas. We analyze a program in Rwanda that subsidized the equivalent of 8% of the stock of mobile phones, using 5.3 billion transaction records. Handsets mostly stayed in rural areas: 85% of accounts receiving subsidized handsets mostly use a rural tower. Subsidized handsets were used as much as purchased handsets. Recipients are highly connected to each other. We simulate welfare effects using a network demand system. Up to 69% of the impact on operator revenue comes from spillovers on nonrecipients. We also assess counterfactual targeting based on network properties and vouchers.

Suggested Citation

  • Björkegren, Daniel & Karaca, Burak Ceyhun, 2022. "Network adoption subsidies: A digital evaluation of a rural mobile phone program in Rwanda," Journal of Development Economics, Elsevier, vol. 154(C).
  • Handle: RePEc:eee:deveco:v:154:y:2022:i:c:s0304387821001255
    DOI: 10.1016/j.jdeveco.2021.102762
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387821001255
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jdeveco.2021.102762?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lori Beaman & Ariel BenYishay & Jeremy Magruder & Ahmed Mushfiq Mobarak, 2021. "Can Network Theory-Based Targeting Increase Technology Adoption?," American Economic Review, American Economic Association, vol. 111(6), pages 1918-1943, June.
    2. Jesse M Cunha & Giacomo De Giorgi & Seema Jayachandran, 2019. "The Price Effects of Cash Versus In-Kind Transfers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 240-281.
    3. Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
    4. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Julia Tobias, 2012. "Targeting the Poor: Evidence from a Field Experiment in Indonesia," American Economic Review, American Economic Association, vol. 102(4), pages 1206-1240, June.
    5. Abhijit Banerjee & Arun G Chandrasekhar & Esther Duflo & Matthew O Jackson, 2019. "Using Gossips to Spread Information: Theory and Evidence from Two Randomized Controlled Trials," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2453-2490.
    6. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    7. Garbacz, Christopher & Thompson, Herbert Jr., 2005. "Universal telecommunication service: A world perspective," Information Economics and Policy, Elsevier, vol. 17(4), pages 495-512, October.
    8. Perkins, Jessica M. & Subramanian, S.V. & Christakis, Nicholas A., 2015. "Social networks and health: A systematic review of sociocentric network studies in low- and middle-income countries," Social Science & Medicine, Elsevier, vol. 125(C), pages 60-78.
    9. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Ririn Purnamasari & Matthew Wai-Poi, 2016. "Self-Targeting: Evidence from a Field Experiment in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 371-427.
    10. Burton Mark & Macher Jeffrey & Mayo John W, 2007. "Understanding Participation in Social Programs: Why Don't Households Pick up the Lifeline?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-28, November.
    11. Jessica Cohen & Pascaline Dupas, 2010. "Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 1-45.
    12. 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.
    13. Garbacz, Christopher & Thompson, Herbert G, Jr, 1997. "Assessing the Impact of FCC Lifeline and Link-Up Programs on Telephone Penetration," Journal of Regulatory Economics, Springer, vol. 11(1), pages 67-78, January.
    14. 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.
    15. Emily Breza & Arun G. Chandrasekhar & Tyler H. McCormick & Mengjie Pan, 2020. "Using Aggregated Relational Data to Feasibly Identify Network Structure without Network Data," American Economic Review, American Economic Association, vol. 110(8), pages 2454-2484, August.
    16. Daniel Björkegren, 2019. "The Adoption of Network Goods: Evidence from the Spread of Mobile Phones in Rwanda," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 1033-1060.
    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. Mengling Tian & Ruifeng Liu & Jian Wang & Jiahao Liang & Yefan Nian & Hengyun Ma, 2023. "Impact of Environmental Values and Information Awareness on the Adoption of Soil Testing and Formula Fertilization Technology by Farmers—A Case Study Considering Social Networks," Agriculture, MDPI, vol. 13(10), pages 1-22, October.
    2. Chunfang Yang & Changming Cheng & Nanyang Cheng & Yifeng Zhang, 2023. "Research on the Impact of Internet Use on Farmers’ Adoption of Agricultural Socialized Services," Sustainability, MDPI, vol. 15(10), pages 1-17, May.

    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. Pushkar Maitra & Sandip Mitra & Dilip Mookherjee & Sujata Visaria, 2020. "Decentralized Targeting of Agricultural Credit Programs: Private versus Political Intermediaries," HKUST IEMS Working Paper Series 2020-70, HKUST Institute for Emerging Market Studies, revised Jan 2020.
    2. 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.
    3. Karthik Muralidharan & Paul Niehaus, 2017. "Experimentation at Scale," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 103-124, Fall.
    4. Daniel Bjorkegren & Burak Ceyhun Karaca, 2020. "The Effect of Network Adoption Subsidies: Evidence from Digital Traces in Rwanda," Papers 2002.05791, arXiv.org.
    5. Apoorv Gupta & Jacopo Ponticelli & Andrea Tesei, 2020. "Language Barriers, Technology Adoption and Productivity: Evidence from Agriculture in India," NBER Working Papers 27192, National Bureau of Economic Research, Inc.
    6. Qing Wang & Wenjing Xu & Yanghua Huang & Jidong Yang, 2022. "The Effect of Fast Internet on Employment: Evidence from a Large Broadband Expansion Program in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(3), pages 100-134, May.
    7. Alex Chin & Dean Eckles & Johan Ugander, 2022. "Evaluating Stochastic Seeding Strategies in Networks," Management Science, INFORMS, vol. 68(3), pages 1714-1736, March.
    8. Shiyi Chen & Wanlin Liu & Hong Song & Qing Zhang, 2024. "Government‐led e‐commerce expansion project and rural household income: Evidence and mechanisms," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 150-174, January.
    9. Joël Cariolle & David A Carroll, 2020. "Digital Technologies for Small and Medium Enterprises and job creation in Sub-Saharan Africa," Working Papers hal-03004583, HAL.
    10. Apoorv Gupta & Jacopo Ponticelli & Andrea Tesei, 2019. "Technology Adoption and Access to Credit via Mobile Phones," Working Papers 892, Queen Mary University of London, School of Economics and Finance.
    11. Arslan, Cansın & Wollni, Meike & Oduol, Judith & Hughes, Karl, 2022. "Who communicates the information matters for technology adoption," World Development, Elsevier, vol. 158(C).
    12. Flückiger, Matthias & Ludwig, Markus, 2023. "Mobile phone coverage and infant mortality in sub-Saharan Africa," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 462-485.
    13. Biancini, Sara, 2011. "Behind the scenes of the telecommunications miracle: An empirical analysis of the Indian market," Telecommunications Policy, Elsevier, vol. 35(3), pages 238-249, April.
    14. Lin Xie & Biliang Luo & Wenjing Zhong, 2021. "How Are Smallholder Farmers Involved in Digital Agriculture in Developing Countries: A Case Study from China," Land, MDPI, vol. 10(3), pages 1-16, March.
    15. Margaret Triyana, 2016. "Do Health Care Providers Respond to Demand-Side Incentives? Evidence from Indonesia," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 255-288, November.
    16. Marco Manacorda & Andrea Tesei, 2020. "Liberation Technology: Mobile Phones and Political Mobilization in Africa," Econometrica, Econometric Society, vol. 88(2), pages 533-567, March.
    17. Cariolle, Joël, 2021. "International connectivity and the digital divide in Sub-Saharan Africa," Information Economics and Policy, Elsevier, vol. 55(C).
    18. Bergstrom, Katy & Dodds, William, 2021. "The targeting benefit of conditional cash transfers," Journal of Public Economics, Elsevier, vol. 194(C).
    19. Carballo, Jerónimo & Rodriguez Chatruc, Marisol & Salas Santa, Catalina & Volpe Martincus, Christian, 2022. "Online business platforms and international trade," Journal of International Economics, Elsevier, vol. 137(C).
    20. Robin Burgess & Michael Greenstone & Nicholas Ryan & Anant Sudarshan, 2020. "The Consequences of Treating Electricity as a Right," Journal of Economic Perspectives, American Economic Association, vol. 34(1), pages 145-169, Winter.

    More about this item

    Keywords

    Targeting; Subsidies; Policy audits; Mobile phones; Networks; Technology adoption;
    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
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications

    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:eee:deveco:v:154:y:2022:i:c:s0304387821001255. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    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.