IDEAS home Printed from https://ideas.repec.org/p/tsu/tewpjp/2022-001.html
   My bibliography  Save this paper

Is Better Access to Mobile Networks Associated with Increased Mobile Money Adoption? Evidence from the Micro-data of Six Developing Countries

Author

Listed:
  • Hisahiro Naito
  • Shinnosuke Yamamoto

Abstract

In several developing countries in Sub-Saharan Africa, accessibility to digital financial services is increasing because of the development of mobile money services. People previously excluded from the financial system have started to have access to financial services such as receiving and sending remittances, saving, and borrowing. This study examines the effect of network accessibility on the use of mobile money in six developing countries (Bangladesh, Kenya, Nigeria, Pakistan, Tanzania, and Uganda) using GPS information on each household and mobile phone network coverage maps. We find that among these six countries, network accessibility is associated with the use of mobile money in a robust way only in Pakistan and Tanzania. In those two countries, when a household location becomes 10 km closer to the center of the area with multiple mobile networks, the probability of using mobile money increases by 10 percent. In the other countries, we did not find a robust relationship between the use of mobile money and network accessibility. This suggests that increasing network accessibility may not be an efficient method for increasing mobile money adoption in certain countries. The fact that mobile money use rates differ between Tanzania and Pakistan also suggests that the effect of mobile networks is unrelated to the overall level of mobile money adoption.

Suggested Citation

  • Hisahiro Naito & Shinnosuke Yamamoto, 2022. "Is Better Access to Mobile Networks Associated with Increased Mobile Money Adoption? Evidence from the Micro-data of Six Developing Countries," Tsukuba Economics Working Papers 2022-001, Faculty of Humanities and Social Sciences, University of Tsukuba.
    • Handle: RePEc:tsu:tewpjp:2022-001
    as

    Download full text from publisher

    File URL: https://pepp.hass.tsukuba.ac.jp/RePEc/2022-001.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Catia Batista & Pedro C. Vicente, 2020. "Adopting Mobile Money: Evidence from an Experiment in Rural Africa," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 594-598, May.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Stelios Michalopoulos & Elias Papaioannou, 2016. "The Long-Run Effects of the Scramble for Africa," American Economic Review, American Economic Association, vol. 106(7), pages 1802-1848, July.
    4. Karthik Muralidharan & Paul Niehaus & Sandip Sukhtankar, 2016. "Building State Capacity: Evidence from Biometric Smartcards in India," American Economic Review, American Economic Association, vol. 106(10), pages 2895-2929, October.
    5. Gregor Pfeifer & Fabian Wahl & Martyna Marczak, 2018. "Illuminating the World Cup effect: Night lights evidence from South Africa," Journal of Regional Science, Wiley Blackwell, vol. 58(5), pages 887-920, November.
    6. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2020. "Understanding the greater diffusion of mobile money innovations in Africa," Telecommunications Policy, Elsevier, vol. 44(8).
    7. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    8. Conrad Murendo & Meike Wollni & Alan De Brauw & Nicholas Mugabi, 2018. "Social Network Effects on Mobile Money Adoption in Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 54(2), pages 327-342, February.
    9. Evans David S. & Pirchio Alexis, 2014. "An Empirical Examination of Why Mobile Money Schemes Ignite in Some Developing Countries but Flounder in Most," Review of Network Economics, De Gruyter, vol. 13(4), pages 397-451, December.
    10. Kabengele, Christian & Hahn, Rüdiger, 2021. "Institutional and firm-level factors for mobile money adoption in emerging markets–A configurational analysis," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    11. Adam Storeygard, 2016. "Farther on down the Road: Transport Costs, Trade and Urban Growth in Sub-Saharan Africa," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 1263-1295.
    12. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    13. Komivi Afawubo & Mawuli K. Couchoro & Messan Agbaglah & Tchapo Gbandi, 2020. "Mobile money adoption and households’ vulnerability to shocks: Evidence from Togo," Applied Economics, Taylor & Francis Journals, vol. 52(10), pages 1141-1162, February.
    14. Blumenstock, Joshua E. & Eagle, Nathan & Fafchamps, Marcel, 2016. "Airtime transfers and mobile communications: Evidence in the aftermath of natural disasters," Journal of Development Economics, Elsevier, vol. 120(C), pages 157-181.
    15. Mothobi, Onkokame & Grzybowski, Lukasz, 2017. "Infrastructure deficiencies and adoption of mobile money in Sub-Saharan Africa," Information Economics and Policy, Elsevier, vol. 40(C), pages 71-79.
    16. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    17. Nick Hughes & Susie Lonie, 2007. "M-PESA: Mobile Money for the "Unbanked" Turning Cellphones into 24-Hour Tellers in Kenya," Innovations: Technology, Governance, Globalization, MIT Press, vol. 2(1-2), pages 63-81, April.
    18. N'dri, Lasme Mathieu & Kakinaka, Makoto, 2020. "Financial inclusion, mobile money, and individual welfare: The case of Burkina Faso," Telecommunications Policy, Elsevier, vol. 44(3).
    19. Jenny C. Aker & Rachid Boumnijel & Amanda McClelland & Niall Tierney, 2016. "Payment Mechanisms and Antipoverty Programs: Evidence from a Mobile Money Cash Transfer Experiment in Niger," Economic Development and Cultural Change, University of Chicago Press, vol. 65(1), pages 1-37.
    20. Hasbi, Maude & Dubus, Antoine, 2020. "Determinants of mobile broadband use in developing economies: Evidence from Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(5).
    21. 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.
    22. Munyegera, Ggombe Kasim & Matsumoto, Tomoya, 2016. "Mobile Money, Remittances, and Household Welfare: Panel Evidence from Rural Uganda," World Development, Elsevier, vol. 79(C), pages 127-137.
    23. Lashitew, Addisu A. & van Tulder, Rob & Liasse, Yann, 2019. "Mobile phones for financial inclusion: What explains the diffusion of mobile money innovations?," Research Policy, Elsevier, vol. 48(5), pages 1201-1215.
    24. Riley, Emma, 2018. "Mobile money and risk sharing against village shocks," Journal of Development Economics, Elsevier, vol. 135(C), pages 43-58.
    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. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Information Technology and Sustainability in Developing Countries: An Introduction," Working Papers of the African Governance and Development Institute. 22/028, African Governance and Development Institute..

    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. Naito, Hisahiro & Yamamoto, Shinnosuke, 2022. "Is better access to mobile networks associated with increased mobile money adoption? Evidence from the micro-data of six developing countries," Telecommunications Policy, Elsevier, vol. 46(6).
    2. Ky, Serge Stéphane & Rugemintwari, Clovis & Sauviat, Alain, 2021. "Friends or Foes? Mobile money interaction with formal and informal finance," Telecommunications Policy, Elsevier, vol. 45(1).
    3. Askar Ismailov & Albert Benson Kimaro & Hisahiro Naito, 2019. "The Effect of Mobile Money Usage on Borrowing, Saving, and Receiving Remittances: Evidence from Tanzania," Tsukuba Economics Working Papers 2019-002, Faculty of Humanities and Social Sciences, University of Tsukuba.
    4. Luc Jacolin & Joseph Keneck Massil & Alphonse Noah, 2021. "Informal sector and mobile financial services in emerging and developing countries: Does financial innovation matter?," The World Economy, Wiley Blackwell, vol. 44(9), pages 2703-2737, September.
    5. Avom, Désiré & Bangaké, Chrysost & Ndoya, Hermann, 2023. "Do financial innovations improve financial inclusion? Evidence from mobile money adoption in Africa," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    6. Kabengele, Christian & Hahn, Rüdiger, 2021. "Institutional and firm-level factors for mobile money adoption in emerging markets–A configurational analysis," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    7. Jenny Aker & David A Carroll, 2022. "The State of Digital Financial Services in Francophone West Africa," Working Papers hal-03642499, HAL.
    8. Luc Jacolin & Massil Keneck & Alphonse Noah, 2019. "Informal Sector and Mobile Financial Services in Developing Countries: Does Financial Innovation Matter?," Working papers 721, Banque de France.
    9. Naito, Hisahiro & Ismailov, Askar & Kimaro, Albert Benson, 2021. "The effect of mobile money on borrowing and saving: Evidence from Tanzania," World Development Perspectives, Elsevier, vol. 23(C).
    10. Richard Chamboko, 2024. "Digital financial services adoption: a retrospective time-to-event analysis approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-27, December.
    11. Catia Batista & Pedro C. Vicente, 2018. "Is mobile money changing rural Africa? Evidence from a field experiment," NOVAFRICA Working Paper Series wp1805, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    12. Kass-Hanna, Josephine & Lyons, Angela C. & Liu, Fan, 2022. "Building financial resilience through financial and digital literacy in South Asia and Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 51(PA).
    13. Johnen, Constantin & Parlasca, Martin & Mußhoff, Oliver, 2023. "Mobile money adoption in Kenya: The role of mobile money agents," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    14. N'dri, Lasme Mathieu & Kakinaka, Makoto, 2020. "Financial inclusion, mobile money, and individual welfare: The case of Burkina Faso," Telecommunications Policy, Elsevier, vol. 44(3).
    15. Batista, Catia & Vicente, Pedro C., 2020. "Improving access to savings through mobile money: Experimental evidence from African smallholder farmers," World Development, Elsevier, vol. 129(C).
    16. Carlos Sakyi‐Nyarko & Ahmad Hassan Ahmad & Christopher J. Green, 2022. "Investigating the well‐being implications of mobile money access and usage from a multidimensional perspective," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 985-1009, May.
    17. Olukorede Abiona & Martin Foureaux Koppensteiner, 2022. "Financial Inclusion, Shocks, and Poverty: Evidence from the Expansion of Mobile Money in Tanzania," Journal of Human Resources, University of Wisconsin Press, vol. 57(2), pages 435-464.
    18. Apeti, Ablam Estel, 2023. "Household welfare in the digital age: Assessing the effect of mobile money on household consumption volatility in developing countries," World Development, Elsevier, vol. 161(C).
    19. Ablam Estel Apeti, 2022. "Household welfare in the digital age: Assessing the effect of mobile money on household consumption volatility in developing countries," Post-Print hal-03819779, HAL.
    20. Djahini-Afawoubo, Dossè Mawussi & Couchoro, Mawuli Kodjovi & Atchi, Fambari Kokou, 2023. "Does mobile money contribute to reducing multidimensional poverty?," Technological Forecasting and Social Change, Elsevier, vol. 187(C).

    More about this item

    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:tsu:tewpjp:2022-001. 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: Yoshinori Kurokawa (email available below). General contact details of provider: https://edirc.repec.org/data/iptsujp.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.