Mobile banking usage, quality of growth, inequality and poverty in developing countries

Asongu, Simplice and Odhiambo, Nicholas (2017): Mobile banking usage, quality of growth, inequality and poverty in developing countries. Forthcoming in: Information Development

Abstract

The transition from Millennium Development Goals to Sustainable Development Goals has substantially shifted the policy debate from development to inclusive development. Using interactive quantile regressions, we examine the correlations between mobile banking and inclusive development (quality of growth, inequality and poverty) among individuals in 93 developing countries for the year 2011. Mobile banking entails: ‘mobile used to pay bills’ and ‘mobile used to receive/send money’. The findings broadly show that increasing mobile banking dynamics to certain thresholds would increase (decrease) quality of growth (inequality) in quantiles at the high-end of inclusive development distributions for the most part. The study is original in that it explores the relationship between mobile banking and inclusive development using three measurements of inclusive development, namely: quality of growth, inequality and poverty. As a main policy implication, encouraging mobile banking applications would play a substantial role in responding to the challenges of immiserizing growth, inequality and poverty in developing countries.

• Item Type: MPRA Paper
• Language: English
• Keywords: Mobile banking; Quality of growth; Poverty; Inequality; Developing countries
• Subjects: G - Financial Economics > G2 - Financial Institutions and Services > G20 - General; I - Health, Education, and Welfare > I1 - Health > I10 - General; I - Health, Education, and Welfare > I2 - Education and Research Institutions > I20 - General; I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I32 - Measurement and Analysis of Poverty; O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O40 - General

References

Aker, J. C., & Fafchamps, M., (2010). “How Does Mobile Phone Coverage Affect Farm-Gate Prices? Evidence from West Africa”, Department of Economics and the Fletcher School, Tufts University.

Ajzen, I., (1991). “The theory of planned behaviour”. Organizational Behavior and Human Decision Processes, 50(2), pp. 179-211.

Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behavior. Englewood Cliffs, NJ: Prentice-Hall.

Al Surikhi, H. F., (2012). “Knowledge and Financial Management in Households: An Examination of Married Women’s Perspectives in Chadbourn, North Carolina”, Capstone Collection, Paper No. 2489, Brattleboro.

Anand, R., Mishra, S., & Peiris, S. J., (2013). “Inclusive Growth: Measurement and Determinants”, IMF Working Paper No. 13/135, Washington.

Anand, R., Mishra, S., & Spatafora, N., (2012), “Structural Transformation and the Sophistication of Production,” IMF Working Paper No. 12/59, Washington.

Anyanwu, J. C., (2014a). “Determining the correlates of poverty for inclusive growth in Africa”, European Economics Letters, 3(1), pp. 12-17.

Anyanwu, J. C., (2014b). “Marital Status, Household Size and Poverty in Nigeria: Evidence from the 2009/2010 Survey Data”, African Development Review, 26(1), pp. 118-137.

Anyanwu, J. C., (2013a). “The correlates of poverty in Nigeria and policy implications”, African Journal of Economic and Sustainable Development, 2(1), pp. 23-52.

Anyanwu, J. C., (2013b). “Gender Equality in Employment in Africa: Empirical Analysis and Policy Implications”, African Development Review, 25(4), pp. 400-420.

Asongu, S. A., (2013a). “How has mobile phone penetration stimulated financial development in Africa”, Journal of African Business, 14(1), pp. 7-18.

Asongu, S. A., (2013b). “Investment and Inequality in Africa: Which Financial Channels Are Good for the Poor”, African Finance Journal, 15(2), pp. 43-65.

Asongu, S. A., (2013c). “Fighting corruption in Africa: do existing corruption-control levels matter?”, International Journal of Development Issues, 12(1), pp. 36-52.

Asongu, S. A., (2014a). “Financial development dynamic thresholds of financial globalization: evidence from Africa”, Journal of Economic Studies, 41(2), pp. 166-195.

Asongu, S. A., (2014b). “The impact of health worker migration on development dynamics: evidence of wealth-effects from Africa”, The European Journal of Health Economics, 15(2), pp. 187-201.

Asongu, S. A., & Nwachukwu, J. C., (2016a). “Mobile Phone Penetration, Mobile Banking and Inclusive Development in Africa”, African Finance Journal, 18(1), pp. 34-52

Asongu, S. A., & Nwachukwu, J. C., (2016b). “Welfare spending and quality of growth in developing countries: A note on evidence from Hopefuls, Contenders and Best Performers”, The Social Science Journal, 53(4), pp. 495-500.

Asongu, S. A., & Nwachukwu, J. C., (2017). “The synergy of financial sector development and information sharing in financial access: Propositions and empirical evidence”, Research in International Business and Finance, 40 (April), pp. 242-258.

Asongu, S. A., & Nwachukwu, J. C., (2018). “Comparative Human Development Thresholds for Absolute and Relative Pro-Poor Mobile Banking in Developing Countries”, Information Technology & People. DOI: 10.1108/ITP-12-2015-0295.

Asongu, S. A., (2015). “The impact of mobile phone penetration on African inequality”, International Journal of Social Economics, 42(8), pp. 706-716.

Asongu, S. A., (2016). “Reinventing foreign aid for inclusive and sustainable development: Kuznets, Piketty and the Great Policy Reversal”, Journal of Economic Surveys, 30(4), pp. 736-755.

Asongu, S. A., (2017a). “Conditional Determinants of Mobile Phones Penetration and Mobile Banking in Sub-Saharan Africa”, Journal of Knowledge Economy, 8(4): Forthcoming. DOI: 10.1007/s13132-015-0322-z.

Asongu, S. A., (2017b). “Mobile phones in the diffusion of knowledge and persistence in inclusive human development in Sub-Saharan Africa”, Information Development, 33(3), pp. 289-302.

Asongu, S. A, & De Moor, L., (2015). “Recent advances in finance for inclusive development”, African Governance and Development Institute Working Paper No. 15/005, Yaoundé.

Asongu, S. A., & Kodila-Tedika, O., (2017). “Is Poverty in the African DNA (Gene)?”, South African Journal of Economics. DOI: 10.1111/saje.12165.

Asongu, S. A., & Rangan, G., (2016). “Trust and Quality of Growth”, Economics Bulletin, 36(3), pp. 1854-1867.

Bagozzi, R., (1982). “A field investigation of causal relations among cognitions, affect, intentions, and behaviour”, Journal of Marketing Research, 19(4), pp. 562-584.

Baliamoune-Lutz, M., & McGillivray, M., (2009). “Does Gender Inequality Reduce Growth in Sub-Saharan Africa and Arab Countries?”, African Development Review, 21(2), pp. 224-242.

Baliamoune-Lutz, M., (2007). “Globalisation and Gender Inequality: Is Africa Different?”, Journal of African Economies, 16(2), pp. 301-348.

Barro, R., & Lee, J., (2010), “A New Data Set of Educational Attainment in the World, 1950– 2010”, NBER Working Paper No. 15902 (Cambridge, Massachusetts: National Bureau of Economic Research).

Bauer, S., De Niet, J., Timman, R., & Kordy, H., (2010). “Enhancement of care through self-monitoring and tailored feedback via text messaging and their use in the treatment of childhood overweight”, Patient Education and Counseling, 79 (2010), pp. 315-319.

Billger, S. M., & Goel, R. K., (2009), “Do existing corruption levels matter in controlling corruption? Cross-country quantile regression estimates”, Journal of Development Economics, 90(2), pp. 299-305.

Bocher, F. T., Alemu, B. A., & Kelbore, Z. G., (2017). “Does access to credit improve household welfare? Evidence from Ethiopia using endogenous regime switching regression”, African Journal of Economic and Management Studies, 8(1), pp. 51-65.

Bongomin, G. O. C., Ntayi, G. M., Munene, J. C., & Nebata, I. N., (2016). “Financial Inclusion in Rural Uganda: Testing Interaction Effect of Financial Literacy and Networks”, Journal of African Business, 17(1), pp. 106-128.

Brambor, T., Clark, W. M., & Golder, M., (2006), “Understanding Interaction Models: Improving Empirical Analyses”, Political Analysis, 14 (1), pp. 63-82.

Calderon C., & Servén, L., (2004), “The Effects of Infrastructure Development on Growth and Income Distribution,” World Bank Policy Research Working Paper No. 3400, Washington.

Caulderwood, K., (2015) “Sub-Saharan Africa Falls Behind In Fight Against Extreme Poverty: World Bank Report”, International Business Times (April 14th 2015). http://www.ibtimes.com/sub-saharan-africa-falls-behind-fight-against-extreme-poverty-world-bank-report-1881460 (Accessed: 19/04/2015).

Chan, A., & Jia, T., (2011). “The Role of Mobile Banking in Facilitating Rural Finance: Reducing Inequality in Financial Services between Urban and Rural Areas”, Accenture Banking Services, http://www.accenture.com/SiteCollectionDocuments/PDF/PoV-Mobile-Banking-051611-EN.pdf (Accessed: 17/03/2015).

Charles, G., & Mori, N., (2016). “Effects Of Collateral On Loan Repayment: Evidence From An Informal Lending Institution”, Journal of African Business, 17(2), pp. 254-272.

Chapoto, T., & Aboagye, A. Q. Q., (2017). “African innovations in harnessing farmer assets as collateral”, African Journal of Economic and Management Studies, 8(1), pp. 66-75.

Chikalipah, S., (2017). “What determines financial inclusion in Sub-Saharan Africa?” African Journal of Economic and Management Studies, 8(1), pp. 8-18.

Commission on Growth and Development (2008), Growth Report: Strategies for Sustained Growth and Inclusive Development (Washington: World Bank).

Da Costa, T. M. Salomão, P. L., Martha, A. S., Pisa, I. T., & Sigulem, D., (2010). “The impact of short message service text messages sent as appointment reminders to patients’ cell phones at outpatient clinics in São Paulo, Brazil”, International Journal of Medical Informatics, 79 (2010), pp. 65-70.

Daniel, A., (2017). “Introduction to the financial services in Africa special issue”, African Journal of Economic and Management Studies, 8(1), pp. 2-7.

Davis, F., (1989). “Perceived usefulness, perceived ease of use, and user acceptance of information technology”, MIS Quarterly, 13(3), pp. 319-340.

Dollar, D., Kleineberg, T., & Kraay, A., (2013), “Growth is Still Good for the Poor,” World Bank Policy Research Working Paper No. 6568 (Washington: World Bank).

Dollar, D., Kleineberg, T., & Kraay, A., (2002),, “Growth is Good for the Poor,” Journal of Economic Growth, 7(3), pp. 195-225.

Dollar, D., & Kraay, A., (2003), “Institutions, Trade, and Growth,” Journal of Monetary Economics, 50(1), pp. 133-162.

Demombynes, G., & Thegeya, A., (2012, March). “Kenya’s Mobile Revolution and the Promise of Mobile Savings”, World Bank Policy Research Working Paper, No. 5988, Washington.

E-agriculture (2012). “Using ICT to enable Agricultural Innovation Systems for Smallholders”, e-source book, ICT In Agriculture, Connecting Small Holders to Knowledge, Networks and Institutions, (Forum 4, September 2012). http://www.fao.org/docrep/018/ar130e/ar130e.pdf (Accessed: 18/03/2015).

Elu, J., & Loubert, L., (2013). “Earnings Inequality and the Intersectionality of Gender and Ethnicity In SubSaharan Africa: The Case of Tanzanian Manufacturing”, American Economic Review, Papers and Proceedings 04/2013, 103(103), pp. 289-292.

Elu, J., & Price, G., (2017). “Science Labor Supply in Sub-Saharan Africa: Is There a Gender Disparity in Preferences?”, African Development Review, 29(3), pp. 367-375

Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Reading, MA: Addison-Wesley.

Fosu, A. K., (2015). “Growth, Inequality and Poverty in Sub-Saharan Africa: Recent Progress in a Global Context”, Oxford Development Studies, 43(1), pp. 44-59.

Hausmann, R., Hwang , J., & Rodrik, D., (2007), “What You Export Matters,” Journal of Economic Growth, 12(1), pp. 1-25.

Hoffman, J. A., Cunningham, J. R., Suleh, A. J., Sundsmo, A., Dekker, D., Vago, F., & Munly, K., (2010). “Mobile Direct Observation Treatment for Tuberculosis Patients A Technical Feasibility Pilot Using Mobile Phones in Nairobi, Kenya”, American Journal of Preventive Medicine, 39(1), pp. 78-80.

Ianchovichina, E., & Gable, S. L., (2012), “What is Inclusive Growth?” in Commodity Prices and Inclusive Growth in Low-Income Countries, ed. by Rabah Arezki, Catherine Pattillo, Marc Quintyn, and Min Zhu, International Monetary Fund.

IMF (2007), “Globalization and Inequality,” World Economic Outlook, Chapter 4, October, Washington DC.

Jonathan, D., & Camilo, T. (2008). “Mobile banking and economic development: Linking adoption, impact and use”. Asian Journal of Communication, 18(4), 318-322.

Kirui, O. K., Okello, J. J., Nyikal, R. A., & Njiraini, G. W., (2013). “Impact of Mobile Phone-Based Money Transfer Services in Agriculture: Evidence from Kenya”, Quaterly Journal of International Agriculture, 52(2), pp. 141-162.

Kliner, M., Knight, A., Mamvura, C., Wright, J., & Walley, J., (2013). “Using no-cost mobile phone reminders to improve attendance for HIV test results: a pilot study in rural Swaziland”, Infectious Diseases of poverty, 2(12), pp. 1-7.

Koenker, R., & Bassett, Jr. G. (1978). “Regression quantiles”, Econometrica, 46(1), pp. 33-50.

Koenker, R., & Hallock, F. K. (2001). “Quantile regression”, Journal of Economic Perspectives, 15(4), pp. 143-156.

Levine, R., (2005). “Finance and Growth: Theory and Evidence,” Philippe Aghion & Steven Durlauf (eds.), Handbook of Economic Growth, Edition 1, Volume 1, chapter 12, pp. 865-934.

Le Roux, S., & Kelsey, D., (2015a). “Dragon Slaying with Ambiguity: Theory and Experiments”, Sara le Roux, Department of Economics, Oxford Brookes University.

Le Roux, S., & Kelsey, D., (2015b). “Strategic Substitutes, Complements and Ambiguity: An Experimental Study”, Department of Economics, Oxford Brookes University.

Martinez, M., & Mlachila, M., (2013), “The Quality of the Recent High-Growth Episode in Sub-Saharan Africa,” IMF Working Paper 13/53 (Washington: International Monetary Fund).

Maurer, B. (2008, May). Retail electronic payments systems for value transfers in the developing world. Department of Anthropology, University of California.

Mishra, V., & Bisht, S. S., (2013). “Mobile banking in a developing economy: A customer-centric model for policy formulation”, Telecommunications Policy, 37(6-7), pp. 503-514.

Mishra, S., Gable, S. L., & Anand, R., (2011), “Service Export Sophsitication and Economic Growth,” World Bank Policy Working Paper No. 5606, Washington.

Mlachila, M., Tapsoba, R., & Tapsoba, S. J. A., (2014). “A Quality of Growth Index for Developing Countries: A Proposal”, Social Indicators Research DOI: 10.1007/s11205-016-1439-6.

Mosheni-Cheraghlou, A., (2013). “Mobile Banking: Who is in the Driver’s Seat?”, Working for a World Free of Poverty, The World Bank, http://blogs.worldbank.org/allaboutfinance/mobile-banking-who-driver-s-seat (Accessed: 19/03/2015).

Mpogole, H., Usanga, H., & Tedre, M., (2008). “Mobile phones and poverty alleviation: a survey study in rural Tanzania”, Proceedings of M4D 2008, Karlstad University, Sweden, pp. 62-72.

Muto, M., & Yamano, T., (2009). “The Impact of Mobile Phone Coverage Expansion on Market Participation: Panel Data Evidence from Uganda”, World Development, 37(12), pp. 1887-1896.

Odhiambo, N. M., (2013). “Is financial development pro-poor or pro-rich? Empirical evidence from Tanzania”, Journal of Development Effectiveness, 5(4), pp. 489-500.

Odhiambo, N. M., (2011). “Growth, Employment and Poverty in South Africa: In Search of a Trickle-Down Effect”, Journal of Income Distribution, 20(1), pp. 49-62.

Odhiambo, N. M., (2010a). “Financial deepening and poverty reduction in Zambia: an empirical investigation”, International Journal of Social Economics, 37(1), pp. 41-53.

Odhiambo, N. M., (2010a). “Is financial development a spur to poverty reduction? Kenya's experience”, Journal of Economic Studies, 37(3), pp. 343-353.

Odhiambo, N. M., (2009). “Finance-growth-poverty nexus in South Africa: A dynamic causality linkage”, Journal of Behavioral and Experimental Economics, 38(2), pp. 320-325.

Ola-David, O., & Oyelaran-Oyeyinka, O., (2014). “Smart Economics: Inclusive Growth, Poverty Alleviation and Decent Employment in Nigeria”, SSRN Working Paper http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2505264 (Accessed: 30/12/2014).

Okada, K., & Samreth, S., (2012). “The effect of foreign aid on corruption: A quantile regression approach”, Economic Letters, 115(2), pp. 240-243.

Ondiege, P., (2013). “Fostering financial inclusion with mobile banking”, African Development Bank. http://www.proparco.fr/webdav/site/proparco/shared/PORTAILS/Secteur_prive_developpement/PDF/SPD16/SPD16_Peter_Ondiege_UK.pdf (Accessed: 03/02/2015).

Ondiege, P., (2010). “Mobile Banking in Africa: Taking the Bank to the People”, Africa Economic Brief, 1(8), pp. 1-16.

Osah, O., & Kyobe, M., (2017). “Predicting user continuance intention towards M-pesa in Kenya”, African Journal of Economic and Management Studies, 8(1), pp. 36-50.

Perez, F., Gonzalez, C. J., & Aaronson, X., (2011). “Village banking development model: FINCA Costa Rica”, Journal of Business Research, 64 (2011), pp. 316-324.

Qiang, C. Z., Kuek, S. C., Dymond, A., & Esselaar, S., (2011). “Mobile Applications for Agricultural and Rural Development”, ICT Sector Unit, World Bank http://siteresources.worldbank.org/INFORMATIONANDCOMMUNICATIONANDTECHNOLOGIES/Resources/MobileApplications_for_ARD.pdf (Accessed: 17/03/2015).

Ojo, A., Janowski, T., & Awotwi, J., (2012). “Enabling development through governance and mobile technology”, Government Information Quarterly, 30 (2013), pp. S32-S45. Ravallion, M., & Chen, S., (2003), “Measuring Pro-Poor Growth,” Economics Letters, 78, pp. 93-99.

Rosenberg, M. S., (2005). “The file-drawer problem revisited: a general weighted method for calculating fail-safe numbers in meta-analysis”, Evolution, 59(2), pp. 464-468.

Sala-i-Martin, X., (2006), “The World Distribution of Income: Falling Poverty and Convergence Period”, The Quarterly Journal of Economics, MIT Press, 121(2), pp. 351–97.

Seneviratne, D., & Sun, Y., (2013), “Infrastructure and Income Distribution in ASEAN-5: What are the Links?” IMF Working Paper No. 13/41, Washington.

Singh, A. B., (2012). “Mobile banking based money order for India Post: Feasible model and assessing demand potential”, Procedia - Social and Behavioral Sciences, 37(2012), pp. 466-481.

Tchamyou, S. V., (2016). “The role of knowledge economy in African business”, Journal of the Knowledge Economy, DOI: DOI: 10.1007/s13132-016-0417-1.

Tchamyou, V. S., & Asongu, S. A., (2017). Information Sharing and Financial Sector Development in Africa”, Journal of African Business, 18(1), pp. 24-49.

Triki, T., & Gajigo, O., (2014). “Credit Bureaus and Registries and Access to Finance: New Evidence from 42 African Countries”, Journal of African Development, 16(2), pp.73-101.

Wale, L.E., & Makina, D., (2017). “Account ownership and use of financial services among individuals: Evidence from selected Sub-Saharan African economies”, African Journal of Economic and Management Studies, 8(1), pp. 19-35.

Warren, M., (2007). “The digital vicious cycle: links between social disadvantage and digital exclusion in rural areas”. Telecommunications Policy, 31(6-7), pp. 374-388.

West, D. M., (2013). “Improving Health Care through Mobile Medical Devices and Sensors”, Centre for Technology and Innovation at Brookings, http://www.brookings.edu/~/media/research/files/papers/2013/10/22%20mobile%20medical%20devices%20west/west_mobile%20medical%20devices_v06 (Accessed: 17/07/2015).

World Bank (2015). “World Development Indicators’, World Bank Publications http://www.gopa.de/fr/news/world-bank-release-world-development-indicators-2015 (Accessed: 25/04/2015).

Yousafzai, S. Y., Foxall, G. R., & Pallister, J. G., (2010). “Explaining Internet Banking Behavior: Theory of Reasoned Action, Theory of Planned Behavior, or Technology Acceptance Model?”, Journal of Applied Social Psychology, 2010, 40(5), pp. 1172-1202.