Analyzing the Kuznets Relationship using Nonparametric and Semiparametric Methods
AbstractThis paper studies the income inequality and economic development relationship by using unbalanced panel data of OECD and non-OECD countries for the period 1962 - 2003. The nonparametric estimation results show that income inequality in OECD countries are almost on the backside of the inverted-U relationship, while non-OECD countries are approximately on the foreside, except that the relationship in both country groups shows an upturn at a high level of development. Development has an indirect effect on inequality through control variables, but the modes are different in the two country groups. The model specification tests show that the relationship is not necessarily captured by the conventional quadratic function. The cubic and fourth-degree polynomials, respectively, fit the OECD and non-OECD country groups best. The finding is robust regardless whether the specification uses control variables. Development plays a dominant role in mitigating inequality.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 36535.
Date of creation: Jan 2012
Date of revision:
Kuznets inverted-U; Nonparametric and semiparametric models; Unbalanced panel data;
Other versions of this item:
- Kui-Wai Li, 2012. "Analyzing the Kuznets Relationship using Nonparametric and Semiparametric Methods," CIRJE F-Series CIRJE-F-839, CIRJE, Faculty of Economics, University of Tokyo.
- O11 - Economic Development, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-02-20 (All new papers)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Anand, Sudhir & Kanbur, S. M. R., 1993. "The Kuznets process and the inequality--development relationship," Journal of Development Economics, Elsevier, vol. 40(1), pages 25-52, February.
- Stefania Albanesi, .
"Inflation and Inequality,"
199, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Oded Galor & Omer Moav, 1998.
"Ability Biased Technological Transition, Wage Inequality, and Economic Growth,"
98-14, Brown University, Department of Economics.
- Oded Galor & Omer Moav, 2000. "Ability-Biased Technological Transition, Wage Inequality, And Economic Growth," The Quarterly Journal of Economics, MIT Press, vol. 115(2), pages 469-497, May.
- Gourdon, Julien, 2006.
"Openness and Inequality in Developing Countries: A New Look at the Evidence,"
4176, University Library of Munich, Germany.
- Julien GOURDON, 2007. "Openness and Inequality in Developing Countries: a New Look at the Evidence," Working Papers 200709, CERDI.
- Galor, Oded & Zeira, Joseph, 1988.
"Income Distribution and Macroeconomics,"
51644, University Library of Munich, Germany, revised 01 Sep 1989.
- Acemoglu, Daron, 2001. "Good Jobs versus Bad Jobs," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 1-21, January.
- Chen, Been-Lon, 2003. "An inverted-U relationship between inequality and long-run growth," Economics Letters, Elsevier, vol. 78(2), pages 205-212, February.
- Ravallion, Martin, 2001.
Policy Research Working Paper Series
2645, The World Bank.
- Keane, M. P. & Prasad, E. S., 2000.
"Inequality, Transfers and Growth: New Evidence from the Economic Transition in Poland,"
00-09, C.V. Starr Center for Applied Economics, New York University.
- Michael P. Keane & Eswar S. Prasad, 2002. "Inequality, Transfers, And Growth: New Evidence From The Economic Transition In Poland," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 324-341, May.
- Eswar Prasad & Michael P. Keane, 2000. "Inequality, Transfers and Growth - New Evidence From the Economic Transition in Poland," IMF Working Papers 00/117, International Monetary Fund.
- Keane, Michael P. & Prasad, Eswar, 2002. "Inequality, Transfers and Growth: New Evidence from the Economic Transition in Poland," IZA Discussion Papers 448, Institute for the Study of Labor (IZA).
- Gould, Eric D & Moav, Omer & Weinberg, Bruce A, 2001. " Precautionary Demand for Education, Inequality, and Technological Progress," Journal of Economic Growth, Springer, vol. 6(4), pages 285-315, December.
- Henderson, Daniel J. & Carroll, Raymond J. & Li, Qi, 2008. "Nonparametric estimation and testing of fixed effects panel data models," Journal of Econometrics, Elsevier, vol. 144(1), pages 257-275, May.
- Li, Hongyi & Squire, Lyn & Zou, Heng-fu, 1998.
"Explaining International and Intertemporal Variations in Income Inequality,"
Royal Economic Society, vol. 108(446), pages 26-43, January.
- Hongyi Li & Lyn Squire & Heng-fu Zou, 1998. "Explaining International and Intertemporal Variations in Income Inequality," CEMA Working Papers 73, China Economics and Management Academy, Central University of Finance and Economics.
- Xiaolu, Wang, 2006. "Income Inequality in China and its Influencing Factors," Working Paper Series RP2006/126, World Institute for Development Economic Research (UNU-WIDER).
- Huang, Ho-Chuan River, 2004. "A flexible nonlinear inference to the Kuznets hypothesis," Economics Letters, Elsevier, vol. 84(2), pages 289-296, August.
- Wan, Guanghua, 2002. "Income Inequality and Growth in Transition Economies: Are Nonlinear Models Needed?," Working Paper Series UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER).
- Kanbur, Ravi, 2000. "Income distribution and development," Handbook of Income Distribution, in: A.B. Atkinson & F. Bourguignon (ed.), Handbook of Income Distribution, edition 1, volume 1, chapter 13, pages 791-841 Elsevier.
- Barro, Robert J, 2000. " Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
- Lin, Shu-Chin & (River) Huang, Ho-Chuan & Weng, Hsiao-Wen, 2006. "A semi-parametric partially linear investigation of the Kuznets' hypothesis," Journal of Comparative Economics, Elsevier, vol. 34(3), pages 634-647, September.
- Jeffrey Frankel & Andrew Rose, 2002.
"An Estimate Of The Effect Of Common Currencies On Trade And Income,"
The Quarterly Journal of Economics,
MIT Press, vol. 117(2), pages 437-466, May.
- Frankel, Jeffrey & Rose, Andrew K., 2001. "An Estimate of the Effect of Common Currencies on Trade and Income," Working Paper Series rwp01-013, Harvard University, John F. Kennedy School of Government.
- Huang, Ho-Chuan (River) & Lin, Yi-Chen & Yeh, Chih-Chuan, 2009. "Joint determinations of inequality and growth," Economics Letters, Elsevier, vol. 103(3), pages 163-166, June.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ekkehart Schlicht).
If references are entirely missing, you can add them using this form.