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Frequency Domain Causality Relationship Analysis Between Poverty, Economic Growth And Financial Development In Algeria

Author

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  • AYAD HICHAM

    (University Center of Maghnia, Tlemcen, Algeria)

  • BELMOKADDEM MOSTEFA

    (Abu Bakr Belkaid university, Tlemcen, Algeria)

  • SARI HASSOUN SALAH EDDIN

    (Abu Bakr Belkaid university, Tlemcen, Algeria)

Abstract

Since the previous periods, poverty reduction has been a big concern for many countries especially in developing countries like Algeria; in this paper, we shall explore the causal relationship between poverty reduction, economic growth and financial development in Algeria during the period of 1970-2017, the aim of this research is to answer the question which sector causes the poverty reduction: real sector or financial sector? Therefore, we employed the modern frequency domain causality presented by Breitung and Candelon (2006) with a comparison with the time domain causality under Lutkepohl (2006) procedure, the results suggest that there is unidirectional causality running from the real sector (economic growth) to poverty rates in the short and long run terms, also, we found that there is an unidirectional causality running from the financial sector to poverty rates only in the long run term, while another causality running from poverty rates to the financial sector but in the short run term. This article aims at contributing to enlarge the literature review by utilizing the frequency domain causality in the field of poverty studies because of its effectiveness to test the causalities in different frequencies.

Suggested Citation

  • Ayad Hicham & Belmokaddem Mostefa & Sari Hassoun Salah Eddin, 2019. "Frequency Domain Causality Relationship Analysis Between Poverty, Economic Growth And Financial Development In Algeria," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 24, pages 93-111, December.
    • Handle: RePEc:aic:revebs:y:2019:j:24:hichama
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    References listed on IDEAS

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    1. Neil McCulloch & Bob Baulch, 2000. "Simulating the impact of policy upon chronic and transitory poverty in rural Pakistan," Journal of Development Studies, Taylor & Francis Journals, vol. 36(6), pages 100-130.
    2. Odhiambo, Nicholas M., 2009. "Finance-growth-poverty nexus in South Africa: A dynamic causality linkage," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(2), pages 320-325, March.
    3. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    4. Rati Ram, 2011. "Growth elasticity of poverty: direct estimates from recent data," Applied Economics, Taylor & Francis Journals, vol. 43(19), pages 2433-2440.
    5. Ali Abdel Gadir Ali & Erik Thorbecke, 2000. "The State and Path of Poverty in Sub-Saharan Africa: some Preliminary Results," Journal of African Economies, Centre for the Study of African Economies, vol. 9(Supplemen), pages 9-40.
    6. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    7. Clemente, Jesus & Montanes, Antonio & Reyes, Marcelo, 1998. "Testing for a unit root in variables with a double change in the mean," Economics Letters, Elsevier, vol. 59(2), pages 175-182, May.
    8. Ravallion, Martin & Chen, Shaohua, 1997. "What Can New Survey Data Tell Us about Recent Changes in Distribution and Poverty?," The World Bank Economic Review, World Bank, vol. 11(2), pages 357-382, May.
    9. Sin-Yu Ho & Bernard Njindan Iyke, 2017. "Does Financial Development Lead to Poverty Reduction in China? Time Series Evidence," Journal of Economics and Behavioral Studies, AMH International, vol. 9(1), pages 99-112.
    10. Gazi Salah Uddin & Muhammed Shahbaz & Mohamed Arouri & Frédéric Teulon, 2014. "Financial Development and Poverty Reduction Nexus: A cointegration and causality analysis in Bangladesh," Working Papers 2014-291, Department of Research, Ipag Business School.
    11. Chakrangi Lenagala & Rati Ram, 2010. "Growth elasticity of poverty: estimates from new data," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 37(12), pages 923-932, October.
    12. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    13. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    14. Ayad Hicham, 2018. "Poverty Reduction, Financial Development and Economic Growth in Algeria: A Gregory Hansen Co-Integration Regime Shift Analysis," Economic Research Guardian, Mutascu Publishing, vol. 8(2), pages 40-52, December.
    15. Naoto Kunitomo, 1996. "Tests Of Unit Roots And Cointegration Hypotheses In Econometric Models," The Japanese Economic Review, Japanese Economic Association, vol. 47(1), pages 79-109, March.
    16. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    17. Collier, Paul & Dollar, David, 2002. "Aid allocation and poverty reduction," European Economic Review, Elsevier, vol. 46(8), pages 1475-1500, September.
    18. Yaya Keho, 2017. "Financial Development and Poverty Reduction: Evidence from Selected African Countries," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 8(4), pages 90-98, October.
    19. Helmut Lütkepohl, 2006. "Structural Vector Autoregressive Analysis for Cointegrated Variables," Springer Books, in: Olaf Hübler & Jachim Frohn (ed.), Modern Econometric Analysis, chapter 6, pages 73-86, Springer.
    20. Augustin Kwasi Fosu, 2009. "Inequality and the Impact of Growth on Poverty: Comparative Evidence for Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 45(5), pages 726-745.
    21. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    22. Ayad Hicham, 2017. "Financial Development and Poverty Reduction Nexus: A Co-Integration and Causality Analysis in Selected Arabic Countries," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 3(2), pages 28-35, June.
    23. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    24. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    25. Kalwij, Adriaan & Verschoor, Arjan, 2007. "Not by growth alone: The role of the distribution of income in regional diversity in poverty reduction," European Economic Review, Elsevier, vol. 51(4), pages 805-829, May.
    26. Anne Epaulard & Aude Pommeret, 2003. "Recursive Utility, Endogenous Growth, and the Welfare Cost of Volatility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 6(3), pages 672-684, July.
    27. Sylviane Guillaumont Jeanneney & Kangni Kpodar, 2011. "Financial Development and Poverty Reduction: Can There be a Benefit without a Cost?," Journal of Development Studies, Taylor & Francis Journals, vol. 47(1), pages 143-163.
    28. Hossein Jalilian & Colin Kirkpatrick, 2005. "Does Financial Development Contribute to Poverty Reduction?," Journal of Development Studies, Taylor & Francis Journals, vol. 41(4), pages 636-656.
    29. Adams, Richard Jr., 2004. "Economic Growth, Inequality and Poverty: Estimating the Growth Elasticity of Poverty," World Development, Elsevier, vol. 32(12), pages 1989-2014, December.
    30. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    31. Uddin, Gazi Salah & Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Financial development and poverty reduction nexus: A cointegration and causality analysis in Bangladesh," Economic Modelling, Elsevier, vol. 36(C), pages 405-412.
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    JEL classification:

    • C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
    • G40 - Financial Economics - - Behavioral Finance - - - General
    • P46 - Political Economy and Comparative Economic Systems - - Other Economic Systems - - - Consumer Economics; Health; Education and Training; Welfare, Income, Wealth, and Poverty

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