IDEAS home Printed from https://ideas.repec.org/a/eee/iepoli/v65y2023ics0167624523000495.html
   My bibliography  Save this article

Mobile money and financial inclusion in Sub-Saharan Africa

Author

Listed:
  • Grzybowski, Lukasz
  • Lindlacher, Valentin
  • Mothobi, Onkokame

Abstract

In this paper, we utilize survey data collected in 2017 from 12,735 individuals across nine Sub-Saharan African countries. We merge the survey data with geographic information related to the proximity of mobile network towers and banking facilities, based on the geo-locations of the respondents. Our estimation approach comprises a two-stage model. In the first stage, consumers make choices between adopting a feature phone or a smartphone. In the second stage, they make decisions regarding the use of mobile money services. Our findings reveal that network coverage significantly influences the adoption of mobile phones. Moreover, we observe that mobile money services are more favored by younger and relatively wealthier individuals for sending money, while older individuals and those with lower incomes tend to use mobile wallets for receiving money. Consequently, mobile money services facilitate younger migrant workers residing in areas with better infrastructure in providing support to their older relatives in less developed regions.

Suggested Citation

  • Grzybowski, Lukasz & Lindlacher, Valentin & Mothobi, Onkokame, 2023. "Mobile money and financial inclusion in Sub-Saharan Africa," Information Economics and Policy, Elsevier, vol. 65(C).
  • Handle: RePEc:eee:iepoli:v:65:y:2023:i:c:s0167624523000495
    DOI: 10.1016/j.infoecopol.2023.101064
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167624523000495
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.infoecopol.2023.101064?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. repec:unl:unlfep:novafrica:wp1301 is not listed on IDEAS
    2. Isaac Mbiti & David N. Weil, 2015. "Mobile Banking: The Impact of M-Pesa in Kenya," NBER Chapters, in: African Successes, Volume III: Modernization and Development, pages 247-293, National Bureau of Economic Research, Inc.
    3. 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.
    4. repec:wly:soecon:v:82:1:y:2015:p:55-80 is not listed on IDEAS
    5. Suri, Tavneet & Bharadwaj, Prashant & Jack, William, 2021. "Fintech and household resilience to shocks: Evidence from digital loans in Kenya," Journal of Development Economics, Elsevier, vol. 153(C).
    6. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    7. 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.
    8. 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.
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    10. Nicholas Economides & Przemyslaw Jeziorski, 2017. "Mobile Money in Tanzania," Marketing Science, INFORMS, vol. 36(6), pages 815-837, November.
    11. Ahmad Hassan Ahmad & Christopher Green & Fei Jiang, 2020. "Mobile Money, Financial Inclusion And Development: A Review With Reference To African Experience," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 753-792, September.
    12. Shilpa Aggarwal & Valentina Brailovskaya & Jonathan Robinson, 2020. "Cashing In (and Out): Experimental Evidence on the Effects of Mobile Money in Malawi," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 599-604, May.
    13. Jamil, Sadia, 2021. "From digital divide to digital inclusion: Challenges for wide-ranging digitalization in Pakistan," Telecommunications Policy, Elsevier, vol. 45(8).
    14. A. T. M. Hasibul Islam & Syed Abul Basher & A. K. Enamul Haque, 2022. "The impact of mobile money on long-term poverty: evidence from Bangladesh," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 24(2), pages 436-455, December.
    15. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    16. 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.
    17. Gordon B. Dahl, 2002. "Mobility and the Return to Education: Testing a Roy Model with Multiple Markets," Econometrica, Econometric Society, vol. 70(6), pages 2367-2420, November.
    18. Catia Batista & Pedro C. Vicente, 2013. "Introducing mobile money in rural Mozambique: Evidence from a field experiment," NOVAFRICA Working Paper Series wp1301, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    19. 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.
    20. 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.
    21. Grzybowski, Lukasz, 2015. "The role of network effects and consumer heterogeneity in the adoption of mobile phones: Evidence from South Africa," Telecommunications Policy, Elsevier, vol. 39(11), pages 933-943.
    22. Wieser,Christina & Bruhn,Miriam & Kinzinger,Johannes Philipp & Ruckteschler,Christian Simon & Heitmann,Soren, 2019. "The Impact of Mobile Money on Poor Rural Households : Experimental Evidence from Uganda," Policy Research Working Paper Series 8913, The World Bank.
    23. 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.
    24. Riley, Emma, 2018. "Mobile money and risk sharing against village shocks," Journal of Development Economics, Elsevier, vol. 135(C), pages 43-58.
    25. Forenbacher, Ivan & Husnjak, Siniša & Cvitić, Ivan & Jovović, Ivan, 2019. "Determinants of mobile phone ownership in Nigeria," Telecommunications Policy, Elsevier, vol. 43(7), pages 1-1.
    26. Katie Fitzpatrick, 2015. "The effect of bank account ownership on credit and consumption: Evidence from the UK," Southern Economic Journal, John Wiley & Sons, vol. 82(1), pages 55-80, July.
    27. Yao, Becatien & Shanoyan, Aleksan & Schwab, Ben & Amanor-Boadu, Vincent, 2023. "The role of mobile money in household resilience: Evidence from Kenya," World Development, Elsevier, vol. 165(C).
    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. AlSuwaidi, Reem Ahmed & Mertzanis, Charilaos, 2024. "Financial literacy and FinTech market growth around the world," International Review of Financial Analysis, Elsevier, vol. 95(PB).

    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. 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).
    2. Abate, Gashaw T. & Abay, Kibrom A. & Chamberlin, Jordan & Kassim, Yumna & Spielman, David J. & Paul Jr Tabe-Ojong, Martin, 2023. "Digital tools and agricultural market transformation in Africa: Why are they not at scale yet, and what will it take to get there?," Food Policy, Elsevier, vol. 116(C).
    3. 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).
    4. 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.
    5. 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).
    6. Ablam Estel Apeti & Jean-Louis Combes & Eyah Denise Edoh, 2023. "Entrepreneurship in developing countries: can mobile money play a role?," Working Papers hal-04081304, HAL.
    7. Apeti, Ablam Estel & Edoh, Eyah Denise, 2023. "Tax revenue and mobile money in developing countries," Journal of Development Economics, Elsevier, vol. 161(C).
    8. 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.
    9. 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).
    10. Miyajima, Ken, 2022. "Mobile phone ownership and welfare: Evidence from South Africa’s household survey," World Development, Elsevier, vol. 154(C).
    11. 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.
    12. 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.
    13. Serge Ky & Clovis Rugemintwari & Alain Sauviat, 2018. "Does Mobile Money Affect Saving Behaviour? Evidence from a Developing Country," Journal of African Economies, Centre for the Study of African Economies, vol. 27(3), pages 285-320.
    14. 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).
    15. 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).
    16. Manuela NGABA, 2021. "How does mobile money affect the use of informal remittance channels in Sub-Saharan Africa?," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 53, pages 123-146.
    17. Brunnermeier, Markus & Limodio, Nicola & Spadavecchia, Lorenzo, 2023. "Mobile Money, Interoperability and Financial Inclusion," CEPR Discussion Papers 18124, C.E.P.R. Discussion Papers.
    18. Malm, Meagan K. & Toyama, Kentaro, 2021. "The burdens and the benefits: Socio-economic impacts of mobile phone ownership in Tanzania," World Development Perspectives, Elsevier, vol. 21(C).
    19. Jenny Aker & David A Carroll, 2022. "The State of Digital Financial Services in Francophone West Africa," Working Papers hal-03642499, HAL.
    20. Yao, Becatien & Shanoyan, Aleksan & Schwab, Ben & Amanor-Boadu, Vincent, 2023. "The role of mobile money in household resilience: Evidence from Kenya," World Development, Elsevier, vol. 165(C).

    More about this item

    Keywords

    Mobile money; Sub-Saharan Africa; Financial inclusion;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • 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:iepoli:v:65:y:2023:i:c:s0167624523000495. 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/inca/505549 .

    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.