Remittances, ICT and Pension Income Coverage: The International Evidence

Adeabah, David and Asongu, Simplice and Andoh, Charles (2020): Remittances, ICT and Pension Income Coverage: The International Evidence.

Abstract

This study examines the impact of remittances and information and communication technology (ICT) on pension at the country level. Our empirical evidence, based on data from 96 countries, indicate a significant non-linearity between remittances, ICT and pension income coverage. First, we find a convex relation between remittances and pension income coverage, indicating that increases in remittance, initially decreases pension income coverage, but as remittance increases beyond a certain point, so too does pension income coverage. This inflection point, where the effect of remittances turns from negative to positive, is estimated to be around 3.09% of GDP. Second, we document a concave relationship between ICT (i.e. mobile subscription and internet penetration) and pension income coverage. An increase in ICT results in increased pension income coverage. However, when ICT reaches a certain point, any further increase is associated with lower pension income coverage. The estimated optimal point is found to be around 140.14 subscriptions (per 100 people) for mobile phone and 27.93 (per 100 people) for internet penetration, respectively. Other implications are discussed.

• Item Type: MPRA Paper
• Language: English
• Keywords: Pension income coverage; Remittances; Mobile subscription; Internet penetration; ICT
• Subjects: C - Mathematical and Quantitative Methods > C5 - Econometric Modeling; L - Industrial Organization > L9 - Industry Studies: Transportation and Utilities > L96 - Telecommunications; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development

References

Abor, J.Y., Amidu, M., Issahaku, H., 2018. Mobile Telephony, Financial Inclusion and Inclusive Growth. J. African Bus. 19, 430–453. https://doi.org/10.1080/15228916.2017.1419332

Adams, R.H., 2006. Migration, remittances and development: The critical nexus in the Middle East and North Africa., in: United Nations Expert Group Meeting on International Migration and Development in the Arab Region. pp. 15–17.

Adams, R.H., Page, J., 2005. Do international migration and remittances reduce poverty in developing countries? World Dev. 33, 1645–1669. https://doi.org/10.1016/j.worlddev.2005.05.004

AfDB (2013). Financial inclusion in Africa. African Development Bank, Abidjan.

Aggarwal, R., Goodell, J.W., 2013. Political-economy of pension plans: Impact of institutions, gender, and culture. J. Bank. Financ. 37, 1860–1879. https://doi.org/10.1016/j.jbankfin.2012.05.008

AKÇAY, S., 2020. Remittances and financial development in Bangladesh: substitutes or complements? Appl. Econ. Lett. 27, 1206–1214. https://doi.org/10.1080/13504851.2019.1676376

Ambrosius, C., 2016. Remittances and Financial Access: Is There Really a Link and for Whom? Evidence from Mexican Household Data. World Econ. 39, 964–982. https://doi.org/10.1111/twec.12287

Ambrosius, C., Cuecuecha, A., 2016. Remittances and the Use of Formal and Informal Financial Services. World Dev. 77, 80–98. https://doi.org/10.1016/j.worlddev.2015.08.010

Andrianaivo, M., Kpodar, K., Allum, P., 2011. ICT, Financial Inclusion, and Growth: Evidence from African Countries.

Asongu, S., Biekpe, N., Tchamyou, V., 2019a. Remittances, ICT and doing business in Sub-Saharan Africa. J. Econ. Stud. 46, 35–54. https://doi.org/10.1108/JES-06-2017-0146

Asongu, S., le Roux, S., Nwachukwu, J., Pyke, C., 2019b. Reducing information asymmetry with ICT: A critical review of loan price and quantity effects in Africa. Int. J. Manag. Financ. 15, 130–163. https://doi.org/10.1108/IJMF-01-2018-0027

Asongu, S.A., Acha-Anyi, P.N., 2020. Enhancing ICT for productivity in sub-Saharan Africa: Thresholds for complementary policies. African J. Sci. Technol. Innov. Dev. https://doi.org/10.1080/20421338.2020.1732596

Asongu, S. A., & Odhiambo, N. M., 2021. Information Asymmetry and Insurance in Africa. J. of Afri Bus: Forthcoming

Asongu, S.A., Odhiambo, N.M., 2020. Inequality and gender inclusion: Minimum ICT policy thresholds for promoting female employment in Sub-Saharan Africa. Telecomm. Policy 44. https://doi.org/10.1016/j.telpol.2019.101900

Asongu, S.A., Odhiambo, N.M., 2019. Boosting Quality Education with Inclusive Human Development: Empirical Evidence from Sub-Saharan Africa. J. Appl. Soc. Sci. https://doi.org/10.1177/1936724419846198

Asongu, S.A., Odhiambo, N.M., 2018. ICT, financial access and gender inclusion in the formal economic sector: Evidence from Africa. African Financ. J. 20, 45–65. https://doi.org/10.2139/ssrn.3305000

Asongu, S.A., Uduji, J.I., Okolo-Obasi, E.N., 2019. Thresholds of External Flows for Inclusive Human Development in Sub-Saharan Africa. Int. J. Community Well-Being 2, 213–233. https://doi.org/10.1007/s42413-019-00037-7

Azam, J.P., Gubert, F., 2006. Migrants’ remittances and the household in Africa: A review of evidence. J. Afr. Econ. https://doi.org/10.1093/jae/ejl030

Barrientos, A., 2006. Poverty reduction: The missing piece of pension reform in Latin America. Soc. Policy Adm. 40, 369–384. https://doi.org/10.1111/j.1467-9515.2006.00495.x

Bebczuk, R., Battistón, D., 2010. Remittances and Life Cycle Deficits in Latin America, sedici.unlp.edu.ar.

Binswanger, J., Carman, K.G., 2012. How real people make long-term decisions: The case of retirement preparation. J. Econ. Behav. Organ. 81, 39–60. https://doi.org/10.1016/j.jebo.2011.08.010

Brown, R.P.C., Carmignani, F., 2015. Revisiting the Effects of Remittances on Bank Credit: A Macro Perspective. Scott. J. Polit. Econ. 62, 454–485. https://doi.org/10.1111/sjpe.12086

Bursztyn, L., Ederer, F., Bruno, Ferman, Yuchtman, N., 2014. Understanding Mechanisms Underlying Peer Effects: Evidence From a Field Experiment on Financial Decisions. Econometrica 82, 1273–1301. https://doi.org/10.3982/ecta11991

Claessens, S., 2006. Access to financial services: A review of the issues and public policy objectives. World Bank Res. Obs. https://doi.org/10.1093/wbro/lkl004

Combes, J.L., Ebeke, C., 2011. Remittances and Household Consumption Instability in Developing Countries. World Dev. 39, 1076–1089. https://doi.org/10.1016/j.worlddev.2010.10.006

Cuadros-Meñaca, A., 2020. Remittances, health insurance, and pension contributions: Evidence from Colombia. World Dev. 127. https://doi.org/10.1016/j.worlddev.2019.104766

Delis, M.D., 2012. Bank competition, financial reform, and institutions: The importance of being developed. J. Dev. Econ. 97, 450–465. https://doi.org/10.1016/j.jdeveco.2011.05.012

Demirgüç-Kunt, A., Klapper, L., Panos, G.A., 2016. Saving for Old Age, Policy Research Working Paper, Policy Research Working Papers. The World Bank. https://doi.org/10.1596/1813-9450-7693

Doling, J., Ronald, R., 2010. Property-based welfare and European homeowners: How would housing perform as a pension? J. Hous. Built Environ. 25, 227–241. https://doi.org/10.1007/s10901-010-9184-7

Evans, O., 2018. Connecting the poor: the internet, mobile phones and financial inclusion in Africa. Digit. Policy, Regul. Gov. 20, 568–581. https://doi.org/10.1108/DPRG-04-2018-0018

Fornero, E., Monticone, C., 2011. Financial literacy and pension plan participation in Italy. J. Pension Econ. Financ. 10, 547–564. https://doi.org/10.1017/S1474747211000473

Gupta, S., Pattillo, C.A., Wagh, S., 2009. Effect of Remittances on Poverty and Financial Development in Sub-Saharan Africa. World Dev. 37, 104–115. https://doi.org/10.1016/j.worlddev.2008.05.007

Gyimah-Brempong, K., Asiedu, E., 2015. Remittances and investment in education: Evidence from Ghana. J. Int. Trade Econ. Dev. 24, 173–200. https://doi.org/10.1080/09638199.2014.881907

Heller, P.S., 2016. The challenge of an aged and shrinking population: Lessons to be drawn from Japan’s experience. J. Econ. Ageing 8, 85–93. https://doi.org/10.1016/j.jeoa.2016.02.001

Hsieh, K.Y.C., Tung, A.C., 2016. Taiwan’s National Pension Program: A remedy for rapid population aging? J. Econ. Ageing 8, 52–66. https://doi.org/10.1016/j.jeoa.2016.05.001

Huberman, G., Iyengar, S.S., Jiang, W., 2007. Defined contribution pension plans: Determinants of participation and contributions rates. J. Financ. Serv. Res. 31, 1–32. https://doi.org/10.1007/s10693-007-0003-6

Ivković, Z., Weisbenner, S., 2007. Information diffusion effects in individual investors’ common stock purchases: Covet thy neighbors’ investment choices. Rev. Financ. Stud. 20, 1327–1357. https://doi.org/10.1093/revfin/hhm009

Kpessa, M.W., 2011. Retirement income security under Ghana’s three-tier pension model: Assessment of risks and options for reform. Pensions An Int. J. 16, 127–136. https://doi.org/10.1057/pm.2011.10

Kumar, R.R., Stauvermann, P.J., Kumar, N.N., Shahzad, S.J.H., 2018. Revisiting the threshold effect of remittances on total factor productivity growth in South Asia: a study of Bangladesh and India. Appl. Econ. 50, 2860–2877. https://doi.org/10.1080/00036846.2017.1412074

Kusunose, Y., Rignall, K., 2018. The long-term development impacts of international migration remittances for sending households: evidence from Morocco. Migr. Dev. 7, 412–434. https://doi.org/10.1080/21632324.2018.1475383

Kwena, R.M., Turner, J.A., 2013. Extending pension and savings scheme coverage to the informal sector: Kenya’s Mbao Pension Plan. Int. Soc. Secur. Rev. 66, 79–99. https://doi.org/10.1111/issr.12010

La, H.A., Xu, Y., 2017. Remittances, social security, and the crowding-out effect: Evidence from Vietnam. J. Asian Econ. 49, 42–59. https://doi.org/10.1016/j.asieco.2017.02.002

Landerretche, O.M., Martínez, C., 2013. Voluntary savings, financial behavior, and pension finance literacy: Evidence from Chile. J. Pension Econ. Financ. 12, 251–297. https://doi.org/10.1017/S1474747212000340

Laryea, M.M., Andoh, C., Asuming, P., 2019. The Role of Pensions in Poverty Reduction in Ghana. African J. Gov. Dev. 8, 1–19.

Le, T.H., Chuc, A.T., Taghizadeh-Hesary, F., 2019. Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia. Borsa Istanbul Rev. 19, 310–322. https://doi.org/10.1016/j.bir.2019.07.002

Leyshon, A., Thrift, N., 1995. Geographies of Financial Exclusion: Financial Abandonment in Britain and the United States. Trans. Inst. Br. Geogr. 20, 312. https://doi.org/10.2307/622654

Li, G., 2014. Information sharing and stock market participation: Evidence from extended families. Rev. Econ. Stat. 96, 151–160. https://doi.org/10.1162/REST_a_00301

Luchak, A.A., Fang, T., Gunderson, M., 2004. How has public policy shaped defined-benefit pension coverage in Canada? J. Labor Res. https://doi.org/10.1007/s12122-004-1025-6

Lyons, A.C., Grable, J.E., Joo, S.H., 2018. A cross-country analysis of population aging and financial security. J. Econ. Ageing 12, 96–117. https://doi.org/10.1016/j.jeoa.2018.03.001

Mbiti, I., Weil, D.N., 2011. Mobile banking: The impact of M-Pesa in Kenya, in: African Successes, Volume III: Modernization and Development. University of Chicago Press, pp. 247–293.

Meniago, C., Asongu, S.A., 2018. Revisiting the finance-inequality nexus in a panel of African countries. Res. Int. Bus. Financ. 46, 399–419. https://doi.org/10.1016/j.ribaf.2018.04.012

Neaime, S., Gaysset, I., 2018. Financial inclusion and stability in MENA: Evidence from poverty and inequality. Financ. Res. Lett. 24, 199–220. https://doi.org/10.1016/j.frl.2017.09.007

Nivakoski, S., 2014. Determinants of pension coverage and retirement income replacement rates–evidence from TILDA. Econ. Soc. Rev. (Irel). 45, 299–328.

O’Sullivan, J., Ashton, T., 2012. A minimum income for healthy living (MIHL) - Older New Zealanders. Ageing Soc. 32, 747–768. https://doi.org/10.1017/S0144686X11000559

Opperman, P., Adjasi, C.K.D., 2019. Remittance volatility and financial sector development in sub-Saharan African countries. J. Policy Model. 41, 336–351. https://doi.org/10.1016/j.jpolmod.2018.11.001

Ouma, S.A., Odongo, T.M., Were, M., 2017. Mobile financial services and financial inclusion: Is it a boon for savings mobilization? Rev. Dev. Financ. 7, 29–35. https://doi.org/10.1016/j.rdf.2017.01.001

Pfau, W.D., Long, G.T., 2010. Remittances, living arrangements and the welfare of the elderly in Vietnam. Asian Pacific Migr. J. 19, 447–472. https://doi.org/10.1177/011719681001900401

Posso, A., 2015. Remittances and financial institutions: is there a causal linkage? B.E. J. Macroecon. 15, 769–789. https://doi.org/10.1515/bejm-2014-0116

Rusconi, R., 2009. Improving pension system coverage: understanding & meeting needs. Coference Pap. OECD IOPS Glob. Forum Priv. Pensions, Brazil 1–17.Sinclair, S., 2001. Financial Exclusion: An Introductory Survey.

Tchamyou, V. S., 2017. The Role of Knowledge Economy in African Business. J. of the Knowl Econ, 8(4), 1189-1228. https://link.springer.com/article/10.1007/s13132-016-0417-1

Tchamyou, V. S. 2019. The role of information sharing in modulating the effect of financial access on inequality. J. of Afri Bus, 20(3), 317-338. https://doi.org/10.1080/15228916.2019.1584262

Tchamyou, V. S., Erreygers, G., Cassimon, D. (2019). Inequality, ICT and financial access in Africa. Tech Fore and Soc Chge, 139, 169-184. https://doi.org/10.1016/j.techfore.2018.11.004

van Dalen, H.P., Henkens, K., 2018. Do people really want freedom of choice? Assessing preferences of pension holders. Soc. Policy Adm. 52, 1379–1395. https://doi.org/10.1111/spol.12388

van Groezen, B., Kiiver, H., Unger, B., 2009. Explaining Europeans’ preferences for pension provision. Eur. J. Polit. Econ. 25, 237–246. https://doi.org/10.1016/j.ejpoleco.2008.10.003

Van Schie, R.J.G., Donkers, B., Dellaert, B.G.C., 2012. Savings adequacy uncertainty: Driver or obstacle to increased pension contributions? J. Econ. Psychol. 33, 882–896. https://doi.org/10.1016/j.joep.2012.04.004

World Bank (2017). Remittances to Developing Countries Decline for Second Consecutive Year. [online] Available at: https://www.worldbank.org/en/news/press-release/2017/04/21/remittances-to-developing-countries-decline-for-second-consecutive-year [Accessed 10 Dec. 2019].