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Financial Development and Unemployment in MENA: Evidence from Heterogeneous Panel Causality and Quantile via Moment Regression

Author

Listed:
  • Isiaka Akande Raifu

    (University of Ibadan)

  • Terver Theophilus Kumeka

    (Dominican University)

  • Alarudeen Aminu

    (University of Ibadan)

Abstract

The high rate of unemployment is one of the socio-economic problems bedevilling the MENA region. Theoretical and empirical arguments remain divided regarding financial development’s role in addressing unemployment. In light of this, this study investigates the effect of financial development on different components of unemployment (total (adult and youth) and gender (male and female)) in MENA. To capture financial development, we used the IMF composite financial development index. For robustness, we also computed an index of financial development from different measures of financial development made available by the World Bank. These measures of financial development include financial depth, financial efficiency, financial stability and financial access. By the panel quantile via the method of moment (Machado & Silva, 2019), our results show that financial development has a significant negative effect on unemployment across the quantiles, but the impact reduces as we move from the lower quantiles to the higher quantiles. Also, using heterogeneous panel causality (Dumitrescu and Hurlin (2012)), our findings are further highlighted as follows: First, in most cases, there is a unidirectional causality between financial development and unemployment, especially total and male unemployment for youths and adults. The direction of causality runs from financial development to unemployment. Therefore, given that financial development lessens the rate of unemployment, our policy implication is that relevant authorities or policymakers need to implement sound financial development initiatives to reduce the levels of unemployment.

Suggested Citation

  • Isiaka Akande Raifu & Terver Theophilus Kumeka & Alarudeen Aminu, 2024. "Financial Development and Unemployment in MENA: Evidence from Heterogeneous Panel Causality and Quantile via Moment Regression," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3512-3550, March.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01260-6
    DOI: 10.1007/s13132-023-01260-6
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    as
    1. Dromel, Nicolas L. & Kolakez, Elie & Lehmann, Etienne, 2010. "Credit constraints and the persistence of unemployment," Labour Economics, Elsevier, vol. 17(5), pages 823-834, October.
    2. Rajesh Sharma & Samaresh Bardhan, 2017. "Finance growth nexus across Indian states: evidences from panel cointegration and causality tests," Economic Change and Restructuring, Springer, vol. 50(1), pages 1-20, February.
    3. Dong-Hyeon Kim & Ting-Cih Chen & Shu-Chin Lin, 2019. "Finance and unemployment: new panel evidence," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 22(4), pages 307-324, October.
    4. M. Ajide, Folorunsho, 2020. "Asymmetric Influence Of Financial Development On Unemployment In Nigeria," Ilorin Journal of Economic Policy, Department of Economics, University of Ilorin, vol. 7(2), pages 39-52, June.
    5. Donatella Gatti & Christophe Rault & Anne-Gael Vaubourg, 2012. "Unemployment and finance: how do financial and labour market factors interact?," Oxford Economic Papers, Oxford University Press, vol. 64(3), pages 464-489, July.
    6. Borsi, Mihály Tamás, 2018. "Credit contractions and unemployment," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 573-593.
    7. McKinnon, Ronald I, 1973. "The Value-Added Tax and the Liberalization of Foreign Trade in Developing Economies: A Comment," Journal of Economic Literature, American Economic Association, vol. 11(2), pages 520-524, June.
    8. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    9. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    10. repec:hal:wpspec:info:hdl:2441/8622 is not listed on IDEAS
    11. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    12. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    13. Marco Pagano & Giovanni Pica, 2012. "Finance and employment [Credit constraints as a barrier to the entry and post-entry growth of firms]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(69), pages 5-55.
    14. Ali Fakih & Nathir Haimoun & Mohamad Kassem, 2020. "Youth Unemployment, Gender and Institutions During Transition: Evidence from the Arab Spring," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 311-336, July.
    15. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    16. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    17. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    18. Andrew Phiri, 2017. "The Unemployment-Stock Market Relationship in South Africa: Evidence from Symmetric and Asymmetric Cointegration Models," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 15(3 (Fall)), pages 231-254.
    19. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    20. Bakirtas, Tahsin & Akpolat, Ahmet Gökçe, 2020. "The relationship between crude oil exports, crude oil prices and military expenditures in some OPEC countries," Resources Policy, Elsevier, vol. 67(C).
    21. Etienne Wasmer & Philippe Weil, 2004. "The Macroeconomics of Labor and Credit Market Imperfections," American Economic Review, American Economic Association, vol. 94(4), pages 944-963, September.
    22. von Braun, Joachim & Kofol, Chiara, 2017. "Expanding Youth Employment in the Arab Region and Africa," Working Papers 256061, University of Bonn, Center for Development Research (ZEF).
    23. Terver Theophilus Kumeka & Olabusuyi Rufus Falayi & Adeniyi Jimmy Adedokun & Francis Olayinka Adeyemi, 2023. "Economic policy uncertainty and exchange market pressure in Nigeria: a quantile regression analysis," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 15(2), pages 135-166.
    24. Philippe Weil & Etienne Wasmer, 2004. "The macroeconomics of credit and labor market imperfections," ULB Institutional Repository 2013/13436, ULB -- Universite Libre de Bruxelles.
    25. Petra Valickova & Tomas Havranek & Roman Horvath, 2015. "Financial Development And Economic Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 506-526, July.
    26. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    27. Luciano Lopez & Sylvain Weber, 2017. "Testing for Granger causality in panel data," Stata Journal, StataCorp LP, vol. 17(4), pages 972-984, December.
    28. Chen, Ting-Cih & Kim, Dong-Hyeon & Lin, Shu-Chin, 2021. "Nonlinearity in the effects of financial development and financial structure on unemployment," Economic Systems, Elsevier, vol. 45(1).
    29. Çiftçioğlu, Serhan & Bein, Murad A., 2017. "The Relationship between Financial Development and Unemployment in Selected Countries of the European Union," European Review, Cambridge University Press, vol. 25(2), pages 307-319, May.
    30. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    31. Brian Muyambiri & Nicholas M. Odhiambo, 2018. "Financial Development and Investment Dynamics in Mauritius: A Trivariate Granger-Causality Analysis," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 68(2-3), pages 62-73, April-Sep.
    32. Ni, Niannian & Liu, Yulin, 2019. "Financial liberalization and income inequality: A meta-analysis based on cross-country studies," China Economic Review, Elsevier, vol. 56(C), pages 1-1.
    33. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    34. repec:oup:ecpoli:v:27:y:2012:i:69:p:5-55 is not listed on IDEAS
    35. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    36. Zrar Mohsin Mohammadali & Sabir Sadiq Abdulkhaliq, 2019. "Prospects And Challenges Of Entrepreneurship Development In The Kurdistan Region Of Iraq: An Overview," International Journal of Entrepreneurial Knowledge, Center for International Scientific Research of VSO and VSPP, vol. 7(2), pages 4-16, December.
    37. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    38. Yilmaz BAYAR, 2016. "Financial Development And Unemployment In Emerging Market Economies," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 63(2), pages 237-245, July.
    39. Haruna Mohammed Aliero & Saifullahi Sani Ibrahim & Mukhtar Shuaibu, 2013. "An Empirical Investigation into the Relationship between Financial Sector Development and Unemployment in Nigeria," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(10), pages 1361-1370, October.
    40. Dong-Hyeon Kim & Ting-Cih Chen & Shu-Chin Lin, 2019. "Finance and unemployment: new panel evidence," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 22(4), pages 307-324, October.
    41. Frank Iyekoretin Ogbeide & Hilary Kanwanye & Sunday Kadiri, 2016. "Revisiting the Determinants of Unemployment in Nigeria: Do Resource Dependence and Financial Development Matter?," African Development Review, African Development Bank, vol. 28(4), pages 430-443, December.
    42. repec:hal:spmain:info:hdl:2441/8622 is not listed on IDEAS
    43. Ron Smith & Gylfi Zoega, 2009. "Keynes, investment, unemployment and expectations," International Review of Applied Economics, Taylor & Francis Journals, vol. 23(4), pages 427-444.
    44. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    45. Haruna Mohammed Aliero & Saifullahi Sani Ibrahim & Mukhtar Shuaibu, 2013. "An Empirical Investigation into the Relationship between Financial Sector Development and Unemployment in Nigeria," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(10), pages 1361-1370.
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