Impact of Workers’ Remittances on Economic Growth in South Asia: A Mediated Moderation Approach

Authors

  • Rashid Hussain PhD Scholar, Institute of Business, Management and Administrative Sciences, The Islamia University of Bahawalpur, Pakistan
  • Abou Bakar Professor, Institute of Business, Management and Administrative Sciences, The Islamia University of Bahawalpur, Pakistan
  • Akhtar Akhtar Lecturer, Institute of Business, Management and Administrative Sciences, The Islamia University of Bahawalpur, Pakistan

DOI:

https://doi.org/10.63544/jbii.v5i10.291

Keywords:

Workers’ Remittances, Economic Growth, Financial Development, Human Capital, South Asia, Mediated Moderation, Panel Data

Abstract

It is still unknown how employee remittances impact the growth of South Asian economies, despite being a substantial source of outside funding. The present investigation makes advantage of the mediated moderation approach to analyze the impact of worker remittances on the economic growth of seven South Asian nations. It begins by examining the direct effects of remittances on economic growth, the indirect effects through financial development, and the contribution of human capital to strengthening the connection between growth and remittances. The empirical analysis is based on 182 country-year observations and annual panel data from 2000 to 2025. Growth was gauged by growth in GDP, workers' remittances by personal remittances received, financial development by domestic lending to the private sector, and human capital by the literacy rate. The study also adjusted for gross fixed capital formation, inflation, foreign direct investment, trade openness and exchange rate. Empirical analysis comprised descriptive statistics, panel unit root tests, multicollinearity diagnostics, fixed effects and random effects estimation and Hausman specification tests. The fixed effects model was used to estimate the mediation equation, while the random effects model was used to estimate the main growth model. The results show that workers' remittances have a positive but statistically insignificant direct impact on economic growth. Financial development also has a negligible direct impact on the main growth model. Remittances and human capital do, however, have a positive and statistically significant correlation, suggesting that the growth impact of remittances is strengthened by rising literacy. The findings indicate that the influencing factors of economic growth are gross fixed capital formation, foreign direct investment and the openness of the economy, where the effect of economic openness is negative and significant. The findings reveal that while trade openness has a negative and significant influence on foreign direct investment and gross fixed capital formation, economic growth has a positive and significant impact. The mediation results also suggest that remittances and literacy have a positive and significant relationship with financial development. The study overall finds that remittances' growth impacts in South Asia may be limited, as they require supportive factors like the depth of the financial sector, macroeconomic stability, human capital, and productive investment. Policies that support formal remittance channels, financial inclusion, literacy, profitable investment, and export competitiveness are recommended in this paper.

References

Acosta, P. A., Lartey, E. K. K., & Mandelman, F. S. (2009). Remittances and the Dutch disease. Journal of International Economics, 79(1), 102-116. https://doi.org/10.1016/j.jinteco.2009.06.007

Adams, R. H., Jr., & Page, J. (2005). Do international migration and remittances reduce poverty in developing countries? World Development, 33(10), 1645-1669. https://doi.org/10.1016/j.worlddev.2005.05.004

Aggarwal, R., Demirguc-Kunt, A., & Martinez Peria, M. S. (2011). Do remittances promote financial development? Journal of Development Economics, 96(2), 255-264. https://doi.org/10.1016/j.jdeveco.2010.10.005

Aghion, P., Bacchetta, P., Ranciere, R., & Rogoff, K. (2009). Exchange rate volatility and productivity growth: The role of financial development. Journal of Monetary Economics, 56(4), 494-513. https://doi.org/10.1016/j.jmoneco.2009.03.015

Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Sage.

Alfaro, L., Chanda, A., Kalemli-Ozcan, S., & Sayek, S. (2004). FDI and economic growth: The role of local financial markets. Journal of International Economics, 64(1), 89-112. https://doi.org/10.1016/S0022-1996(03)00081-3

Arcand, J. L., Berkes, E., & Panizza, U. (2015). Too much finance? Journal of Economic Growth, 20(2), 105-148. https://doi.org/10.1007/s10887-015-9115-2

Baltagi, B. H. (2005). Econometric analysis of panel data (3rd ed.). John Wiley & Sons.

Barajas, A., Chami, R., Fullenkamp, C., Gapen, M., & Montiel, P. (2009). Do workers' remittances promote economic growth? IMF Working Paper No. 09/153. International Monetary Fund.

Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173-1182. https://doi.org/10.1037/0022-3514.51.6.1173

Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407-443. https://doi.org/10.2307/2937943

Barro, R. J. (1995). Inflation and economic growth. Bank of England Quarterly Bulletin, 35(2), 166-176.

Beck, T., Levine, R., & Loayza, N. (2000). Finance and the sources of growth. Journal of Financial Economics, 58(1-2), 261-300. https://doi.org/10.1016/S0304-405X(00)00072-6

Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago Press.

Benhabib, J., & Spiegel, M. M. (1994). The role of human capital in economic development: Evidence from aggregate cross-country data. Journal of Monetary Economics, 34(2), 143-173. https://doi.org/10.1016/0304-3932(94)90047-7

Bettin, G., & Zazzaro, A. (2012). Remittances and financial development: Substitutes or complements in economic growth? Bulletin of Economic Research, 64(4), 509-536. https://doi.org/10.1111/j.1467-8586.2011.00398.x

Borensztein, E., De Gregorio, J., & Lee, J. W. (1998). How does foreign direct investment affect economic growth? Journal of International Economics, 45(1), 115-135. https://doi.org/10.1016/S0022-1996(97)00033-0

Brambor, T., Clark, W. R., & Golder, M. (2006). Understanding interaction models: Improving empirical analyses. Political Analysis, 14(1), 63-82. https://doi.org/10.1093/pan/mpi014

Brida, J. G., Cortes-Jimenez, I., & Pulina, M. (2013). The role of physical and human capital in tourism and economic growth: A dynamic model. Tourism Economics, 19(5), 1021-1039. https://doi.org/10.5367/te.2013.0237

Catrinescu, N., Leon-Ledesma, M., Piracha, M., & Quillin, B. (2009). Remittances, institutions, and economic growth. World Development, 37(1), 81-92. https://doi.org/10.1016/j.worlddev.2008.02.004

Chami, R., Fullenkamp, C., & Jahjah, S. (2005). Are immigrant remittance flows a source of capital for development? IMF Staff Papers, 52(1), 55-81.

Choi, I. (2001). Unit root tests for panel data. Journal of International Money and Finance, 20(2), 249-272. https://doi.org/10.1016/S0261-5606(00)00048-6

Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Lawrence Erlbaum Associates.

Cooray, A. (2012). Migrant remittances, financial sector development and the government ownership of banks: Evidence from a group of non-OECD economies. Journal of International Financial Markets, Institutions and Money, 22(4), 936-957. https://doi.org/10.1016/j.intfin.2012.05.006

Demetriades, P. O., & Hussein, K. A. (1996). Does financial development cause economic growth? Time-series evidence from 16 countries. Journal of Development Economics, 51(2), 387-411. https://doi.org/10.1016/S0304-3878(96)00421-X

Dollar, D., & Kraay, A. (2004). Trade, growth, and poverty. The Economic Journal, 114(493), F22-F49. https://doi.org/10.1111/j.0013-0133.2004.00186.x

Fayissa, B., & Nsiah, C. (2010). The impact of remittances on economic growth and development in Africa. The American Economist, 55(2), 92-103. https://doi.org/10.1177/056943451005500210

Fischer, S. (1993). The role of macroeconomic factors in growth. Journal of Monetary Economics, 32(3), 485-512. https://doi.org/10.1016/0304-3932(93)90027-D

Frankel, J. A., & Romer, D. H. (1999). Does trade cause growth? American Economic Review, 89(3), 379-399. https://doi.org/10.1257/aer.89.3.379

Giuliano, P., & Ruiz-Arranz, M. (2009). Remittances, financial development, and growth. Journal of Development Economics, 90(1), 144-152. https://doi.org/10.1016/j.jdeveco.2008.10.005

Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.

Guo, Q., Chen, J., Xiao, H., & Mouneer, S. (2022). Foreign inflows, commercial law, and dutch disease: Evidence from developing economies. Frontiers in Environmental Science, 10, Article 945453. https://doi.org/10.3389/fenvs.2022.945453 (Retracted article)

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage.

Hamal, J. B., Sharma, D. R., Aryal, N. P., & Maharjan, P. N. (2025). Remittances and economic growth: Empirical insights from a panel of SAARC countries. The International Research Journal of Management Science, 10(1), 265-276. https://doi.org/10.3126/irjms.v10i1.87312

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251-1271. https://doi.org/10.2307/1913827

Hayes, A. F. (2018). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach (2nd ed.). Guilford Press.

Hien, N. P., Hong Vinh, C. T., Phuong Mai, V. T., & Kim Xuyen, L. T. (2020). Remittances, real exchange rate and the Dutch disease in Asian developing countries. The Quarterly Review of Economics and Finance, 77, 131-143. https://doi.org/10.1016/j.qref.2019.10.006

Hsiao, C. (2003). Analysis of panel data (2nd ed.). Cambridge University Press.

Islam, S. B., & Mondal, L. (2023). An empirical analysis on remittances and financial development in Latin American countries. arXiv. https://arxiv.org/abs/2309.08855

Jawaid, S. T., & Raza, S. A. (2012). Workers' remittances and economic growth in China and Korea: An empirical analysis. Journal of Chinese Economic and Foreign Trade Studies, 5(3), 185-193. https://doi.org/10.1108/17544401211263946

Jongwanich, J. (2007). Workers' remittances, economic growth and poverty in developing Asia and the Pacific countries. United Nations Economic and Social Commission for Asia and the Pacific Working Paper WP/07/01.

Kim, D. H., Lin, S. C., & Suen, Y. B. (2011). Nonlinearity between trade openness and economic development. Review of Development Economics, 15(2), 279-292. https://doi.org/10.1111/j.1467-9361.2011.00608.x

King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly Journal of Economics, 108(3), 717-737. https://doi.org/10.2307/2118406

Krueger, A. B., & Lindahl, M. (2001). Education for growth: Why and for whom? Journal of Economic Literature, 39(4), 1101-1136. https://doi.org/10.1257/jel.39.4.1101

Lartey, E. K. K., Mandelman, F. S., & Acosta, P. A. (2012). Remittances, exchange rate regimes and the Dutch disease: A panel data analysis. Review of International Economics, 20(2), 377-395. https://doi.org/10.1111/j.1467-9396.2012.01028.x

Levine, R. (1997). Financial development and economic growth: Views and agenda. Journal of Economic Literature, 35(2), 688-726.

Levine, R. (2005). Finance and growth: Theory and evidence. In P. Aghion & S. N. Durlauf (Eds.), Handbook of economic growth (Vol. 1A, pp. 865-934). Elsevier. https://doi.org/10.1016/S1574-0684(05)01012-9

Levine, R., Loayza, N., & Beck, T. (2000). Financial intermediation and growth: Causality and causes. Journal of Monetary Economics, 46(1), 31-77. https://doi.org/10.1016/S0304-3932(00)00017-9

Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3-42. https://doi.org/10.1016/0304-3932(88)90168-7

Lucas, R. E. B., & Stark, O. (1985). Motivations to remit: Evidence from Botswana. Journal of Political Economy, 93(5), 901-918.

Maddala, G. S., & Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61(S1), 631-652. https://doi.org/10.1111/1468-0084.0610s1631

Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 107(2), 407-437. https://doi.org/10.2307/2118477

Meyer, D., & Shera, A. (2017). The impact of remittances on economic growth: An econometric model. EconomiA, 18(2), 147-155. https://doi.org/10.1016/j.econ.2016.06.001

Mundaca, B. G. (2009). Remittances, financial market development, and economic growth: The case of Latin America and the Caribbean. Review of Development Economics, 13(2), 288-303. https://doi.org/10.1111/j.1467-9361.2008.00487.x

O'Brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality & Quantity, 41(5), 673-690. https://doi.org/10.1007/s11135-006-9018-6

Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879-891. https://doi.org/10.3758/BRM.40.3.879

Pritchett, L. (2001). Where has all the education gone? The World Bank Economic Review, 15(3), 367-391. https://doi.org/10.1093/wber/15.3.367

Rajan, R. G., & Subramanian, A. (2011). Aid, Dutch disease, and manufacturing growth. Journal of Development Economics, 94(1), 106-118. https://doi.org/10.1016/j.jdeveco.2009.12.004

Rao, B. B., & Hassan, G. M. (2011). A panel data analysis of the growth effects of remittances. Economic Modelling, 28(1-2), 701-709. https://doi.org/10.1016/j.econmod.2010.05.011

Ratha, D. (2003). Workers' remittances: An important and stable source of external development finance. In Global development finance 2003 (pp. 157-175). World Bank.

Rodrik, D. (2008). The real exchange rate and economic growth. Brookings Papers on Economic Activity, 2008(2), 365-412. https://doi.org/10.1353/eca.0.0020

Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5, Part 2), S71-S102. https://doi.org/10.1086/261725

Russell, S. S. (1992). Migrant remittances and development. International Migration, 30(3-4), 267-287.

Schumpeter, J. A. (1934). The theory of economic development. Harvard University Press.

Siddique, A., Selvanathan, E. A., & Selvanathan, S. (2012). Remittances and economic growth: Empirical evidence from Bangladesh, India and Sri Lanka. Journal of Development Studies, 48(8), 1045-1062. https://doi.org/10.1080/00220388.2012.663904

Solow, R. M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70(1), 65-94. https://doi.org/10.2307/1884513

Stark, O., & Bloom, D. E. (1985). The new economics of labor migration. The American Economic Review, 75(2), 173-178.

Su, Y., & Liu, Z. (2016). The impact of foreign direct investment and human capital on economic growth: Evidence from Chinese cities. China Economic Review, 37, 97-109. https://doi.org/10.1016/j.chieco.2015.12.007

Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). MIT Press.

World Bank. (2026). World Development Indicators. World Bank DataBank. Retrieved May 10, 2026, from https://databank.worldbank.org/source/world-development-indicators

Xu, Y., & Li, A. (2020). The relationship between innovative human capital and interprovincial economic growth based on panel data model and spatial econometrics. Journal of Computational and Applied Mathematics, 365, Article 112381. https://doi.org/10.1016/j.cam.2019.112381

Zahonogo, P. (2016). Trade and economic growth in developing countries: Evidence from sub-Saharan Africa. Journal of African Trade, 3(1-2), 41-56. https://doi.org/10.1016/j.joat.2017.02.001

Author Biographies

Rashid Hussain, PhD Scholar, Institute of Business, Management and Administrative Sciences, The Islamia University of Bahawalpur, Pakistan

Abou Bakar, Professor, Institute of Business, Management and Administrative Sciences, The Islamia University of Bahawalpur, Pakistan

Akhtar Akhtar, Lecturer, Institute of Business, Management and Administrative Sciences, The Islamia University of Bahawalpur, Pakistan

Downloads

Published

2026-10-31

How to Cite

Hussain, R., Bakar, A., & Akhtar, A. (2026). Impact of Workers’ Remittances on Economic Growth in South Asia: A Mediated Moderation Approach. Journal of Business Insight and Innovation, 5(10), 450–473. https://doi.org/10.63544/jbii.v5i10.291

Similar Articles

<< < 10 11 12 13 14 15 16 17 18 19 > >> 

You may also start an advanced similarity search for this article.