IDEAS home Printed from https://ideas.repec.org/p/exs/wpaper/22-060.html
   My bibliography  Save this paper

Demand-side mobile money drivers of financial inclusion: minimum economic growth thresholds for mobile money innovations

Author

Listed:
  • Simplice A. Asongu

    (Yaounde, Cameroon)

  • Raufhon Salahodjaev

    (Tashkent, Uzbekistan)

Abstract

This study provides minimum economic growth (or GDP growth) critical masses or thresholds that should be exceeded in order for demand-side mobile money factors to favorably drive mobile money innovations for financial inclusion in developing countries. The considered mobile money innovations are: mobile money accounts, the mobile phone used to send money and the mobile phone used to receive money. The empirical evidence is based on Tobit regressions. For positive net relationships that are established, an extended analysis is engaged to provide minimum GDP growth levels required to sustain the positive net nexuses. From this extended analysis, in order for economic growth to modulate demand-side mobile money drivers to favorably influence mobile money innovations, minimum GDP growth rates are: (i) 3.875% for the nexus between bank accounts and the mobile phone used to send money; (ii) 3.769 % for the relationship between automated teller machine (ATM) penetration and the mobile used to send money and (iii) 3.666% for the nexus between ATM penetration and the mobile phone used to receive money.

Suggested Citation

  • Simplice A. Asongu & Raufhon Salahodjaev, 2022. "Demand-side mobile money drivers of financial inclusion: minimum economic growth thresholds for mobile money innovations," Working Papers 22/060, European Xtramile Centre of African Studies (EXCAS).
    • Handle: RePEc:exs:wpaper:22/060
    as

    Download full text from publisher

    File URL: http://publications.excas.org/RePEc/exs/exs-wpaper/Demand-side-mobile-money-drivers-of-financial-inclusion-economic-growth-thresholds.pdf
    File Function: Revised version, 2022
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2021. "On the diffusion of mobile phone innovations for financial inclusion," Technology in Society, Elsevier, vol. 65(C).
    2. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Environmental degradation and inclusive human development in sub‐Saharan Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(1), pages 25-34, January.
    3. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    4. Simplice A. Asongu & John Kuada, 2020. "Building knowledge economies in Africa: an introduction," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 1-6, January.
    5. Vanessa S. Tchamyou & Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "The Role of ICT in Modulating the Effect of Education and Lifelong Learning on Income Inequality and Economic Growth in Africa," African Development Review, African Development Bank, vol. 31(3), pages 261-274, September.
    6. Boateng, Agyenim & Asongu, Simplice & Akamavi, Raphael & Tchamyou, Vanessa, 2018. "Information asymmetry and market power in the African banking industry," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 69-83.
    7. Simplice A. Asongu, 2013. "How has Mobile Phone Penetration Stimulated Financial Development in Africa?," Journal of African Business, Taylor & Francis Journals, vol. 14(1), pages 7-18, April.
    8. Simplice A. Asongu & Jacinta C. Nwachukwu & Chris Pyke, 2019. "The Comparative Economics of ICT, Environmental Degradation and Inclusive Human Development in Sub-Saharan Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1271-1297, June.
    9. Narayan, Paresh Kumar & Mishra, Sagarika & Narayan, Seema, 2011. "Do market capitalization and stocks traded converge? New global evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2771-2781, October.
    10. Vanessa Simen Tchamyou, 2017. "The Role of Knowledge Economy in African Business," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(4), pages 1189-1228, December.
    11. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance Policy Thresholds for Economic Growth in Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(3), pages 672-689, July.
    12. Stephen Oluwatobi & Isaiah Olurinola & Philip Alege & Adeyemi Ogundipe, 2020. "Knowledge-driven economic growth: the case of Sub-Saharan Africa," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 62-81, January.
    13. Amavilah, Voxi & Asongu, Simplice A. & Andrés, Antonio R., 2017. "Effects of globalization on peace and stability: Implications for governance and the knowledge economy of African countries," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 91-103.
    14. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2020. "Understanding the greater diffusion of mobile money innovations in Africa," Telecommunications Policy, Elsevier, vol. 44(8).
    15. 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.
    16. Teheni El Ghak & Awatef Gdairia & Boutheina Abassi, 2021. "High-tech Entrepreneurship and Total Factor Productivity: the Case of Innovation-Driven Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1152-1186, September.
    17. Simplice A. Asongu, 2021. "The Effects of Mobile Phone Technology, Knowledge Creation and Diffusion on Inclusive Human Development in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1367-1398, September.
    18. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    19. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    20. Harald Gruber & Pantelis Koutroumpis, 2013. "Competition enhancing regulation and diffusion of innovation: the case of broadband networks," Journal of Regulatory Economics, Springer, vol. 43(2), pages 168-195, April.
    21. Juan Fernández de Guevara & Joaquín Maudos & Francisco Pérez, 2005. "Market Power in European Banking Sectors," Journal of Financial Services Research, Springer;Western Finance Association, vol. 27(2), pages 109-137, April.
    22. Asongu, Simplice A. & Biekpe, Nicholas, 2018. "ICT, information asymmetry and market power in African banking industry," Research in International Business and Finance, Elsevier, vol. 44(C), pages 518-531.
    23. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "Inclusive Education for Inclusive Economic Participation: the Financial Access Channel," Research Africa Network Working Papers 20/019, Research Africa Network (RAN).
    24. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Research Africa Network Working Papers 18/062, Research Africa Network (RAN).
    25. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    26. Simplice Asongu & Ndemaze Asongu, 2018. "The comparative exploration of mobile money services in inclusive development," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 45(1), pages 124-139, January.
    27. Simplice A. Asongu & Nicholas M. Odhiambo, 2018. "Human development thresholds for inclusive mobile banking in developing countries," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 10(6), pages 735-744, September.
    28. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    29. Aurora A. C. Teixeira & Sofia F. Correia, 2020. "Determinants of the Economic Performance of Portuguese Family Firms: Is Innovation Relevant?," Studies on Entrepreneurship, Structural Change and Industrial Dynamics, in: José Manuel Saiz-Álvarez & João Leitão & Jesús Manuel Palma-Ruiz (ed.), Entrepreneurship and Family Business Vitality, pages 297-326, Springer.
    30. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(1).
    31. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe & Van Oudheusden,Peter, 2015. "The Global Findex Database 2014 : measuring financial inclusion around the world," Policy Research Working Paper Series 7255, The World Bank.
    32. Wichers, C Robert, 1975. "The Detection of Multicollinearity: A Comment," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 366-368, August.
    33. Ryan, Robert M. & O’Toole, Conor M. & McCann, Fergal, 2014. "Does bank market power affect SME financing constraints?," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 495-505.
    34. Waverman, Leonard & Koutroumpis, Pantelis, 2011. "Benchmarking telecoms regulation - The Telecommunications Regulatory Governance Index (TRGI)," Telecommunications Policy, Elsevier, vol. 35(5), pages 450-468, June.
    35. Asongu, Simplice A & Odhiambo, Nicholas M, 2020. "Trade and FDI Thresholds of CO2 emissions for a Green Economy in Sub-Saharan Africa," Working Papers 26732, University of South Africa, Department of Economics.
    36. Ignacio Mas & Olga Morawczynski, 2009. "Designing Mobile Money Services Lessons from M-PESA," Innovations: Technology, Governance, Globalization, MIT Press, vol. 4(2), pages 77-91, April.
    37. Anarfo, Ebenezer Bugri & Abor, Joshua Yindenaba & osei, Kofi Achampong, 2020. "Financial regulation and financial inclusion in Sub-Saharan Africa: Does financial stability play a moderating role?," Research in International Business and Finance, Elsevier, vol. 51(C).
    38. Baah Aye Kusi & Mary Opoku†Mensah, 2018. "Does credit information sharing affect funding cost of banks? Evidence from African banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(1), pages 19-28, January.
    39. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    40. Aparna Gosavi, 2018. "Can Mobile Money Help Firms Mitigate the Problem of Access to Finance in Eastern sub-Saharan Africa?," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 343-360, July.
    41. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The role of governance in mobile phones for inclusive human development in Sub-Saharan Africa," Technovation, Elsevier, vol. 55, pages 1-13.
    42. André Klevenhusen & Jonas Coelho & Leo Warszawski & Jorge Moreira & Peter Wanke & João J. Ferreira, 2021. "Innovation Efficiency in OECD Countries: a Non-parametric Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1064-1078, September.
    43. Animesh Agrawal & Chitranjan Kumar & Suraj Kumar Mukti, 2021. "Role of Information and Communication Technology (ICT) to Enhance the Success of Knowledge Management (KM): a Study in a Steel Plant," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(4), pages 1760-1786, December.
    44. Rouholah HamidiMotlagh & Ali Babaee & Ali Maleki & Mohammad Taghi Isaai, 2020. "Innovation policy, scientific research and economic performance: The case of Iran," Development Policy Review, Overseas Development Institute, vol. 38(3), pages 387-407, May.
    45. van der Boor, Paul & Oliveira, Pedro & Veloso, Francisco, 2014. "Users as innovators in developing countries: The global sources of innovation and diffusion in mobile banking services," Research Policy, Elsevier, vol. 43(9), pages 1594-1607.
    46. Kusi, Baah Aye & Agbloyor, Elikplimi Komla & Ansah-Adu, Kwadjo & Gyeke-Dako, Agyapomaa, 2017. "Bank credit risk and credit information sharing in Africa: Does credit information sharing institutions and context matter?," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1123-1136.
    47. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    48. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    49. Richard T. Carson & Yixiao Sun, 2007. "The Tobit model with a non-zero threshold," Econometrics Journal, Royal Economic Society, vol. 10(3), pages 488-502, November.
    50. Hamid Sepehrdoust & Mohsen Tartar & Razieh Davarikish, 2021. "Does Scientific Productivity Stimulate Intensified Technology Exports in Developing Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(4), pages 2111-2135, December.
    51. Turk Ariss, Rima, 2010. "On the implications of market power in banking: Evidence from developing countries," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 765-775, April.
    52. Mauro Costantini & Claudio Lupi, 2005. "Stochastic convergence among European economies," Economics Bulletin, AccessEcon, vol. 3(38), pages 1-17.
    53. Jeffrey Kouton & Rafiou R. Bétila & Moïse Lawin, 2021. "The Impact of ICT Development on Health Outcomes in Africa: Does Economic Freedom Matter?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(4), pages 1830-1869, December.
    54. 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.
    55. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Working Papers of the African Governance and Development Institute. 18/063, African Governance and Development Institute..
    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. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "The of role economic growth in modulating mobile connectivity dynamics for financial inclusion in developing countries," Working Papers of the African Governance and Development Institute. 22/013, African Governance and Development Institute..
    2. Asongu, Simplice A. & Agyemang-Mintah, Peter & Nting, Rexon T., 2021. "Law, mobile money drivers and mobile money innovations in developing countries," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    3. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Mobile technology supply factors and mobile money innovation: thresholds for complementary policies," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(3), pages 288-301, September.
    4. Simplice Asongu & Nicholas Odhiambo, 2022. "The role of mobile characteristics on mobile money innovations," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(6), pages 4693-4710, December.
    5. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Mobile technology supply factors and mobile money innovation: thresholds for complementary policies," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(3), pages 288-301, September.
    6. Asongu, Simplice A & Odhiambo, Nicholas M, 2023. "Bank accounts, bank concentration and mobile money innovations," Working Papers 29949, University of South Africa, Department of Economics.
    7. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2020. "Understanding the greater diffusion of mobile money innovations in Africa," Telecommunications Policy, Elsevier, vol. 44(8).
    8. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2021. "On the diffusion of mobile phone innovations for financial inclusion," Technology in Society, Elsevier, vol. 65(C).
    9. Simplice A. Asongu, 2021. "The Effects of Mobile Phone Technology, Knowledge Creation and Diffusion on Inclusive Human Development in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1367-1398, September.
    10. Simplice Asongu, 2023. "Telecommunications regulation, mobile money innovations and financial inclusion," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 31(4), pages 503-521, April.
    11. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Finance, inequality and inclusive education in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 162-177.
    12. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "Inclusive Education for Inclusive Economic Participation: the Financial Access Channel," Research Africa Network Working Papers 20/019, Research Africa Network (RAN).
    13. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Social Media and Inclusive Human Development in Africa," Working Papers 20/017, European Xtramile Centre of African Studies (EXCAS).
    14. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Financial Access and Value Added in Sub-Saharan Africa: Empirical Evidence from the Agricultural, Manufacturing and Service Sectors," Working Papers 22/009, European Xtramile Centre of African Studies (EXCAS).
    15. Asongu, Simplice & Odhiambo, Nicholas, 2020. "The role of Globalization in Modulating the Effect of Environmental Degradation on Inclusive Human Development," MPRA Paper 103143, University Library of Munich, Germany.
    16. Simplice A. Asongu & Mushfiqur Rahman & Joseph Nnanna & Mohamed Haffar, 2020. "Enhancing Information Technology for Value Added Across Economic Sectors in Sub-Saharan Africa," Research Africa Network Working Papers 20/064, Research Africa Network (RAN).
    17. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Enhancing ICT for insurance in Africa," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 9(2), pages 16-27.
    18. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Inequality and gender inclusion: Minimum ICT policy thresholds for promoting female employment in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(4).
    19. Asongu, Simplice A. & Rahman, Mushfiqur & Nnanna, Joseph & Haffar, Mohamed, 2020. "Enhancing information technology for value added across economic sectors in Sub-Saharan Africa✰," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    20. Asongu, Simplice A. & Odhiambo, Nicholas M., 2021. "Inequality, finance and renewable energy consumption in Sub-Saharan Africa," Renewable Energy, Elsevier, vol. 165(P1), pages 678-688.

    More about this item

    Keywords

    Mobile money; technology diffusion; financial inclusion; inclusive innovation;
    All these keywords.

    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D60 - Microeconomics - - Welfare Economics - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    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:exs:wpaper:22/060. 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: Anutechia Asongu Simplice (email available below). General contact details of provider: http://excas.org/ .

    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.