IDEAS home Printed from https://ideas.repec.org/a/jid/journl/y2018v26i1p1-24.html
   My bibliography  Save this article

Does Clientelism Affect Income Inequality? Evidence from Panel Data

Author

Listed:
  • Ebney Ayaj Rana

    (Department of Development Studies, University of Dhaka, Bangladesh and Andrew Young School of Policy Studies, Georgia State University, USA)

  • Mustafa Kamal

    (Economic Policy Unit, Unnayan Onneshan, Bangladesh)

Abstract

This paper studies the determinants of income inequality in a panel of countries to give empirical evidence on the relationship between income inequality and clientelism, a relationship in which a person (or patron) provides one’s own resources or the resources he or she controls to persons with inferior positions (or clients) in return for their loyalty and service. Using different panel data techniques, especially group mean fully modified OLS estimator, and also allowing for control variables, cross-sectional heterogeneity and cross-sectional dependence, we find that in the long run, clientelism exerts a significant negative effect on income equality. The overall results of the study have implications for fiscal management strategies and political regime choice.

Suggested Citation

  • Ebney Ayaj Rana & Mustafa Kamal, 2018. "Does Clientelism Affect Income Inequality? Evidence from Panel Data," Journal of Income Distribution, Ad libros publications inc., vol. 26(1), pages 1-24, March.
  • Handle: RePEc:jid:journl:y:2018:v:26:i:1:p:1-24
    as

    Download full text from publisher

    File URL: http://www.glendon.yorku.ca/repec/uploads/repec/jid/articles/40370.pdf
    Download Restriction: Some fulltext downloads are only available to subscribers. See JID website for details.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Philip Keefer & Stuti Khemani, 2005. "Democracy, Public Expenditures, and the Poor: Understanding Political Incentives for Providing Public Services," The World Bank Research Observer, World Bank, vol. 20(1), pages 1-27.
    2. Pecoraro, Brandon, 2014. "Inequality in democracies: Testing the classic democratic theory of redistribution," Economics Letters, Elsevier, vol. 123(3), pages 398-401.
    3. Shenggen Fan & Xiaobo Zhang, 2008. "Public Expenditure, Growth and Poverty Reduction in Rural Uganda," African Development Review, African Development Bank, vol. 20(3), pages 466-496.
    4. Davis, Donald, 1996. "Trade Liberalization And Income Distribution," Harvard Institute for International Development (HIID) Papers 294371, Harvard University, Kennedy School of Government.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Cristiano Perugini & Gaetano Martino, 2008. "Income Inequality Within European Regions: Determinants And Effects On Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(3), pages 373-406, September.
    7. Leonard Wantchekon, 2003. "Clientelism and voting behavior: Evidence from a field experiment in benin," Natural Field Experiments 00339, The Field Experiments Website.
    8. Mr. Noriaki Kinoshita & Mr. Cameron McLoughlin, 2012. "Monetization in Low- and Middle-Income Countries," IMF Working Papers 2012/160, International Monetary Fund.
    9. Kurer, Oskar, 1993. "Clientelism, Corruption, and the Allocation of Resources," Public Choice, Springer, vol. 77(2), pages 259-273, October.
    10. Edward Anderson & Maria Ana Jalles D'Orey & Maren Duvendack & Lucio Esposito, 2017. "Does Government Spending Affect Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(4), pages 961-987, September.
    11. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    12. Jauch, Sebastian & Watzka, Sebastian, 2016. "Financial development and income inequality: a panel data approach," Munich Reprints in Economics 43505, University of Munich, Department of Economics.
    13. Thomas Markussen, 2011. "Inequality and Political Clientelism: Evidence from South India," Journal of Development Studies, Taylor & Francis Journals, vol. 47(11), pages 1721-1738.
    14. James A. Robinson & Thierry Verdier, 2013. "The Political Economy of Clientelism," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 260-291, April.
    15. Gwanghoon Lee, 2007. "Long Run Equilibrium Relationship Between Inward Fdi And Productivity," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 32(2), pages 183-192, December.
    16. Gerald A. Epstein & A. Erinc Yeldan (ed.), 2009. "Beyond Inflation Targeting," Books, Edward Elgar Publishing, number 13168.
    17. Roine, Jesper & Vlachos, Jonas & Waldenström, Daniel, 2009. "The long-run determinants of inequality: What can we learn from top income data?," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 974-988, August.
    18. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    19. Takatoshi Ito & Andrew K. Rose, 2004. "Growth and Productivity in East Asia," NBER Books, National Bureau of Economic Research, Inc, number ito_04-2, March.
    20. Youjin Hahn & Asadul Islam & Kanti Nuzhat & Russell Smyth & Hee-Seung Yang, 2018. "Education, Marriage, and Fertility: Long-Term Evidence from a Female Stipend Program in Bangladesh," Economic Development and Cultural Change, University of Chicago Press, vol. 66(2), pages 383-415.
    21. Mohsen Bahmani-Oskooee & Scott W. Hegerty & Harvey Wilmeth, 2008. "Short-run and long-run determinants of income inequality: evidence from 16 countries," Journal of Post Keynesian Economics, M.E. Sharpe, Inc., vol. 30(3), pages 463-484, April.
    22. Fan, Shenggen (ed.), 2008. "Public expenditures, growth, and poverty: Lessons from developing countries," IFPRI books, International Food Policy Research Institute (IFPRI), number 978-0-8018-8859-5.
    23. Donald R. Davis, 1996. "Trade Liberalization and Income Distribution," Harvard Institute of Economic Research Working Papers 1769, Harvard - Institute of Economic Research.
    24. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    25. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    26. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969, December.
    27. Ito, Takatoshi & Rose, Andrew K. (ed.), 2004. "Growth and Productivity in East Asia," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226386805, December.
    28. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    29. Timothy Neal, 2013. "Using Panel Co-Integration Methods To Understand Rising Top Income Shares," The Economic Record, The Economic Society of Australia, vol. 89(284), pages 83-98, March.
    30. Herzer, Dierk & Nunnenkamp, Peter, 2012. "The effect of foreign aid on income inequality: Evidence from panel cointegration," Structural Change and Economic Dynamics, Elsevier, vol. 23(3), pages 245-255.
    31. Keiko Ito, 2004. "Foreign Ownership and Productivity in the Indonesian Automobile Industry: Evidence from Establishment Data for 1990-99," NBER Chapters, in: Growth and Productivity in East Asia, pages 229-276, National Bureau of Economic Research, Inc.
    32. Paul D. Hutchcroft, 1997. "The Politics of Privilege: Assessing the Impact of Rents, Corruption, and Clientelism on Third World Development," Political Studies, Political Studies Association, vol. 45(3), pages 639-658, August.
    33. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    34. Stokes, Susan C., 2005. "Perverse Accountability: A Formal Model of Machine Politics with Evidence from Argentina," American Political Science Review, Cambridge University Press, vol. 99(3), pages 315-325, August.
    35. Pellicer, Miquel, 2009. "Inequality persistence through vertical vs. horizontal coalitions," Journal of Development Economics, Elsevier, vol. 90(2), pages 258-266, November.
    36. Scott, James C., 1972. "Patron-Client Politics and Political Change in Southeast Asia," American Political Science Review, Cambridge University Press, vol. 66(1), pages 91-113, March.
    37. Philip Keefer, 2007. "Clientelism, Credibility, and the Policy Choices of Young Democracies," American Journal of Political Science, John Wiley & Sons, vol. 51(4), pages 804-821, October.
    38. Shen, Yan & Yao, Yang, 2008. "Does grassroots democracy reduce income inequality in China?," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2182-2198, October.
    39. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    40. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2013. "Democracy, Redistribution and Inequality," NBER Working Papers 19746, National Bureau of Economic Research, Inc.
    41. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    42. Axel Paul, 2008. "Reciprocity and statehood in Africa: from clientelism to cleptocracy," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 55(1), pages 209-227, April.
    43. Noel Gaston & Gulasekaran Rajaguru, 2009. "The Long‐run Determinants of Australian Income Inequality," The Economic Record, The Economic Society of Australia, vol. 85(270), pages 260-275, September.
    44. Sebastian Jauch & Sebastian Watzka, 2011. "Financial Development and Income Inequality: A Panel Data Approach," CESifo Working Paper Series 3687, CESifo.
    45. Pissarides, Christopher A, 1997. "Learning by Trading and the Returns to Human Capital in Developing Countries," The World Bank Economic Review, World Bank, vol. 11(1), pages 17-32, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chletsos Michael & Roupakias Stelios, 2020. "The effect of military spending on income inequality: evidence from NATO countries," Empirical Economics, Springer, vol. 58(3), pages 1305-1337, March.
    2. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    3. Adolfo Maza & Paula Gutiérrez-Portilla, 2022. "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence," International Economics, CEPII research center, issue 170, pages 174-189.
    4. Jin, Taeyoung, 2022. "Impact of heat and electricity consumption on energy intensity: A panel data analysis," Energy, Elsevier, vol. 239(PA).
    5. Ghulam MOHEY-UD-DIN* & Muhammad Wasif SIDDIQI**, 2017. "GDP FLUCTUATIONS AND LONG-RUN ECONOMIC GROWTH: A Study of Selected South Asian Countries," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 27(1), pages 41-66.
    6. Markus Eberhardt & Francis Teal, 2010. "Aggregation versus Heterogeneity in Cross-Country Growth Empirics," CSAE Working Paper Series 2010-32, Centre for the Study of African Economies, University of Oxford.
    7. Ghulam Mohey-ud-din & Muhammad Wasif Siddiqi, 2016. "Determinants of GDP Fluctuations in Selected South Asian Countries: A Macro-Panel Study," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(4), pages 483-497.
    8. Dierk Herzer & Julian Donaubauer, 2018. "The long-run effect of foreign direct investment on total factor productivity in developing countries: a panel cointegration analysis," Empirical Economics, Springer, vol. 54(2), pages 309-342, March.
    9. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    10. Apergis, Nicholas, 2016. "Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions," Energy Economics, Elsevier, vol. 54(C), pages 263-271.
    11. Thang Cong Nguyen & Tan Ngoc Vu & Duc Hong Vo & Dao Thi-Thieu Ha, 2019. "Financial Development and Income Inequality in Emerging Markets: A New Approach," JRFM, MDPI, vol. 12(4), pages 1-14, November.
    12. Rezwanul Hasan Rana & Khorshed Alam & Jeff Gow, 2021. "Financial development and health expenditure nexus: A global perspective," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 1050-1063, January.
    13. Wilman-Santiago Ochoa-Moreno & Byron Alejandro Quito & Carlos Andrés Moreno-Hurtado, 2021. "Foreign Direct Investment and Environmental Quality: Revisiting the EKC in Latin American Countries," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    14. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
    15. Karmaker, Shamal Chandra & Hosan, Shahadat & Chapman, Andrew J. & Saha, Bidyut Baran, 2021. "The role of environmental taxes on technological innovation," Energy, Elsevier, vol. 232(C).
    16. Christian Dreger & Dierk Herzer, 2013. "A further examination of the export-led growth hypothesis," Empirical Economics, Springer, vol. 45(1), pages 39-60, August.
    17. Olivier Damette & Mathilde Maurel & Michael A. Stemmer, 2016. "What does it take to grow out of recession? An error-correction approach towards growth convergence of European and transition countries," Post-Print halshs-01318131, HAL.
    18. Hamit-Haggar, Mahamat, 2012. "Greenhouse gas emissions, energy consumption and economic growth: A panel cointegration analysis from Canadian industrial sector perspective," Energy Economics, Elsevier, vol. 34(1), pages 358-364.
    19. Elya Nabila Abdul Bahri & Abu Hassan Shaari Md Nor & Nor Hakimah Haji Mohd Nor, 2018. "The Role of Financial Development on Foreign Direct Investment in ASEAN-5 Countries: Panel Cointegration with Cross-Sectional Dependency Analysis," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 14(1), pages 1-23.
    20. Shahbaz, Muhammad & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Jiao, Zhilun & Vo, Xuan Vinh, 2020. "The effect of renewable energy consumption on economic growth: Evidence from the renewable energy country attractive index," Energy, Elsevier, vol. 207(C).

    More about this item

    Keywords

    clientelism; governance; government expenditure; income inequality; group-mean fully modified OLS estimator;
    All these keywords.

    JEL classification:

    • D30 - Microeconomics - - Distribution - - - General
    • H11 - Public Economics - - Structure and Scope of Government - - - Structure and Scope of Government
    • H30 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jid:journl:y:2018:v:26:i:1:p:1-24. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Timm Boenke (email available below). General contact details of provider: https://edirc.repec.org/data/gyorkca.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.