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Income distribution and total factor productivity: a cross-country panel cointegration analysis

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  • Delphin Kamanda Espoir

    (University of Johannesburg, Auckland Park Kingsway Campus)

  • Nicholas Ngepah

    (University of Johannesburg, Auckland Park Kingsway Campus)

Abstract

This study investigates the relationship between income inequality and total factor productivity (TFP) across countries for a period covering the years 1990 to 2014. The research objective is to empirically assess the skill-biased technological change argument which supports the increasing income/wage inequality that has boosted productivity in recent decades. To achieve this objective, we utilized panel cointegration tests and a fully modified OLS and rolling window OLS regression. The findings show that income inequality significantly deters TFP in the long-term in developing countries. We found no evidence that income inequality affects TFP in the long-term in developed countries. These findings suggest that developing countries that are experiencing prolonged periods of rising income inequality are more exposed to: (i) low productivity and growth, (ii) a high risk of increase in the extreme poverty rate.

Suggested Citation

  • Delphin Kamanda Espoir & Nicholas Ngepah, 2021. "Income distribution and total factor productivity: a cross-country panel cointegration analysis," International Economics and Economic Policy, Springer, vol. 18(4), pages 661-698, October.
  • Handle: RePEc:kap:iecepo:v:18:y:2021:i:4:d:10.1007_s10368-021-00494-6
    DOI: 10.1007/s10368-021-00494-6
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    1. Alvaro Angeriz & John McCombie & Mark Roberts, 2009. "Increasing Returns and the Growth of Industries in the EU Regions: Paradoxes and Conundrums," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 127-148.
    2. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    3. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    4. Antonelli, Cristiano & Gehringer, Agnieszka, 2017. "Technological change, rent and income inequalities: A Schumpeterian approach," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 85-98.
    5. Hongyi Li & Heng‐fu Zou, 1998. "Income Inequality is not Harmful for Growth: Theory and Evidence," Review of Development Economics, Wiley Blackwell, vol. 2(3), pages 318-334, October.
    6. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(4), pages 1001-1026.
    7. David Fadiran & Olusegun A. Akanbi, 2017. "Institutions and Other Determinants of Total Factor Productivity in Sub-Saharan Africa," Working Papers 714, Economic Research Southern Africa.
    8. Alesina, Alberto & Perotti, Roberto, 1996. "Income distribution, political instability, and investment," European Economic Review, Elsevier, vol. 40(6), pages 1203-1228, June.
    9. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    10. J. A. Mirrlees, 1971. "An Exploration in the Theory of Optimum Income Taxation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 38(2), pages 175-208.
    11. Phillips, Peter C B, 1995. "Fully Modified Least Squares and Vector Autoregression," Econometrica, Econometric Society, vol. 63(5), pages 1023-1078, September.
    12. Rhee, Dong-Eun & Kim, Hyoungjong, 2018. "Does income inequality lead to banking crises in developing countries? Empirical evidence from cross-country panel data," Economic Systems, Elsevier, vol. 42(2), pages 206-218.
    13. 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.
    14. Moon, H.R.Hyungsik Roger & Perron, Benoit, 2004. "Testing for a unit root in panels with dynamic factors," Journal of Econometrics, Elsevier, vol. 122(1), pages 81-126, September.
    15. João P. Romerojpromero & Gustavo Britto, 2017. "Increasing returns to scale, technological catch-up and research intensity: endogenising the Verdoorn coefficient," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(2), pages 391-412.
    16. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    17. Clarke, George R. G., 1995. "More evidence on income distribution and growth," Journal of Development Economics, Elsevier, vol. 47(2), pages 403-427, August.
    18. repec:dau:papers:123456789/10091 is not listed on IDEAS
    19. Nikos Benos & Stelios Karagiannis, 2018. "Inequality And Growth In The United States: Why Physical And Human Capital Matter," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 572-619, January.
    20. Deininger, Klaus & Squire, Lyn, 1998. "New ways of looking at old issues: inequality and growth," Journal of Development Economics, Elsevier, vol. 57(2), pages 259-287.
    21. Fuentes, Raúl & Mishra, Tapas & Scavia, Javier & Parhi, Mamata, 2014. "On optimal long-term relationship between TFP, institutions, and income inequality under embodied technical progress," Structural Change and Economic Dynamics, Elsevier, vol. 31(C), pages 89-100.
    22. Fosu, Augustin Kwasi, 2017. "Growth, inequality, and poverty reduction in developing countries: Recent global evidence," Research in Economics, Elsevier, vol. 71(2), pages 306-336.
    23. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    24. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    25. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    26. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    27. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    28. Peter C. B. Phillips & Donggyu Sul, 2003. "Dynamic panel estimation and homogeneity testing under cross section dependence *," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 217-259, June.
    29. Chang, Yoosoon, 2004. "Bootstrap unit root tests in panels with cross-sectional dependency," Journal of Econometrics, Elsevier, vol. 120(2), pages 263-293, June.
    30. Dierk Herzer & Sebastian Vollmer, 2012. "Inequality and growth: evidence from panel cointegration," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 489-503, December.
    31. Eiji Yamamura & Inyong Shin, 2009. "Effects of Income Inequality on Growth through Efficiency Improvement and Capital Accumulation," International Economic Journal, Taylor & Francis Journals, vol. 23(2), pages 237-258.
    32. Herzer, Dierk, 2013. "Cross-Country Heterogeneity and the Trade-Income Relationship," World Development, Elsevier, vol. 44(C), pages 194-211.
    33. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    34. Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1615-1660, December.
    35. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    36. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    37. Valerien O. Pede & Gustavo Barboza & Adam H. Sparks & Justin McKinley, 2018. "The inequality-growth link revisited with spatial considerations: the case of provinces in the Philippines," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 23(3), pages 411-427, July.
    38. Wiston Adrián Risso & Edgar J. Sánchez Carrera, 2019. "On the impact of innovation and inequality in economic growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 64-81, January.
    39. Steve Dowrick & Jane Golley, 2004. "Trade Openness and Growth: Who Benefits?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(1), pages 38-56, Spring.
    40. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," American Economic Review, American Economic Association, vol. 96(2), pages 189-194, May.
    41. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    42. Zhu, Xi & Whalley, John & Zhao, Xiliang, 2014. "Intergenerational transfer, human capital and long-term growth in China under the one child policy," Economic Modelling, Elsevier, vol. 40(C), pages 275-283.
    43. Daron Acemoglu & James A. Robinson, 2008. "Persistence of Power, Elites, and Institutions," American Economic Review, American Economic Association, vol. 98(1), pages 267-293, March.
    44. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    45. Huw Lloyd-Ellis, 2003. "On the Impact of Inequality on Productivity Growth in the Short and Long Term: A Synthesis," Canadian Public Policy, University of Toronto Press, vol. 29(s1), pages 65-86, January.
    46. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    47. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    48. John S. L. McCombie, 1983. "Kaldor’s Laws in Retrospect," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 5(3), pages 414-430, March.
    49. Laura De Dominicis & Raymond J. G. M. Florax & Henri L. F. De Groot, 2008. "A Meta‐Analysis On The Relationship Between Income Inequality And Economic Growth," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(5), pages 654-682, November.
    50. Emirmahmutoglu, Furkan & Kose, Nezir, 2011. "Testing for Granger causality in heterogeneous mixed panels," Economic Modelling, Elsevier, vol. 28(3), pages 870-876, May.
    51. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    52. Oliver Hossfeld, 2010. "Equilibrium Real Effective Exchange Rates and Real Exchange Rate Misalignments: Time Series vs. Panel Estimates," Working Papers 2010.3, International Network for Economic Research - INFER.
    53. 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.
    54. Jeffrey A. EDWARDS & Cephas B. NAANWAAB & Alfredo A. ROMERO, 2017. "Effect of FDI on real per capita GDP Growth: A Rolling Window Panel Analysis of 60 countries, 1982-2011," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 17(1), pages 19-36.
    55. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    56. 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.
    57. Ngepah, Nicholas & Espoir, Delphin Kamanda, 2018. "Binding constraints of economic growth on poverty: A dynamic panel data analysis," MPRA Paper 92136, University Library of Munich, Germany, revised 15 Oct 2018.
    58. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    59. 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.
    60. Li, Hongyi & Zou, Heng-fu, 1998. "Income Inequality Is Not Harmful for Growth: Theory and Evidence," Review of Development Economics, Wiley Blackwell, vol. 2(3), pages 318-334, October.
    61. Kristin J. Forbes, 2000. "A Reassessment of the Relationship between Inequality and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 869-887, September.
    62. Bound, John & Johnson, George, 1992. "Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations," American Economic Review, American Economic Association, vol. 82(3), pages 371-392, June.
    63. 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.
    64. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    65. Fuentes-Nieva, Ricardo & Galasso, V. Nicholas, 2014. "Working For the Few: Political Capture and Economic Inequality," MPRA Paper 54984, University Library of Munich, Germany.
    66. Frederick Solt, 2016. "The Standardized World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 97(5), pages 1267-1281, November.
    67. Erik Thorbecke, 2013. "The Interrelationship Linking Growth, Inequality and Poverty in Sub-Saharan Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 22(suppl_1), pages -48, January.
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    Cited by:

    1. Wen-Tai Hsu & Lin Lu & Pierre M. Picard, 2023. "Income inequality, productivity, and international trade," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 76(1), pages 203-249, July.
    2. Jean-Luc Mubenga-Tshitaka & Johane Dikgang & John W. Muteba Mwamba & Dambala Gelo, 2023. "Climate variability impacts on agricultural output in East Africa," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2181281-218, December.
    3. Espoir, Delphin Kamanda & Sunge, Regret & Bannor, Frank, 2021. "Economic growth, renewable and nonrenewable electricity consumption: A fresh evidence from a panel sample of African countries," EconStor Preprints 238063, ZBW - Leibniz Information Centre for Economics.
    4. Espoir, Delphin Kamanda & Sunge, Regret & Bannor, Frank, 2021. "Economic growth and Co2 emissions: Evidence from heterogeneous panel of African countries using bootstrap Granger causality," EconStor Preprints 235141, ZBW - Leibniz Information Centre for Economics.
    5. Bannor, Frank & Dikgang, Johane & Gelo, Dambala, 2021. "Is climate variability subversive for agricultural total factor productivity growth? Long-run evidence from sub-Saharan Africa," MPRA Paper 107590, University Library of Munich, Germany.

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    More about this item

    Keywords

    Income inequality; Total factor productivity; Panel data;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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