IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v48y2015i3p1233-1266.html
   My bibliography  Save this article

Further results on the regression-based approach to inequality decomposition with evidence from India

Author

Listed:
  • Maurizio Bigotta
  • Jaya Krishnakumar
  • Uma Rani

Abstract

The paper revisits regression-based inequality decomposition, derives further theoretical results on the factor shares and applies them in an empirical setting. Noting that the approach based on Shorrocks and Fields is not directly applicable to an important welfare-based inequality index, namely Atkinson’s inequality index, we generalise it to derive shares for this index. We also derive the asymptotic distribution of all share estimators for obtaining their standard errors necessary for drawing inference. Finally, we use our theoretical results to examine the major factors that contribute to income inequality in India. Our results show that education and household size are the two most dominant factors contributing to income inequality in both rural and urban areas, followed by employment status and regional differences. Copyright Springer-Verlag Berlin Heidelberg 2015

Suggested Citation

  • Maurizio Bigotta & Jaya Krishnakumar & Uma Rani, 2015. "Further results on the regression-based approach to inequality decomposition with evidence from India," Empirical Economics, Springer, vol. 48(3), pages 1233-1266, May.
    • Handle: RePEc:spr:empeco:v:48:y:2015:i:3:p:1233-1266
    DOI: 10.1007/s00181-014-0819-5
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s00181-014-0819-5
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s00181-014-0819-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Mincer, Jacob, 1970. "The Distribution of Labor Incomes: A Survey with Special Reference to the Human Capital Approach," Journal of Economic Literature, American Economic Association, vol. 8(1), pages 1-26, March.
    2. Jonathan Morduch & Terry Sicular, 2002. "Rethinking Inequality Decomposition, With Evidence from Rural China," Economic Journal, Royal Economic Society, vol. 112(476), pages 93-106, January.
    3. 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.
    4. Dani Rodrik & Arvind Subramanian, 2005. "From "Hindu Growth" to Productivity Surge: The Mystery of the Indian Growth Transition," IMF Staff Papers, Palgrave Macmillan, vol. 52(2), pages 193-228, September.
    5. anonymous, 1983. "International economic situation and outlook," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 46, january/f.
    6. John C. H. Fei & Gustav Ranis & Shirley W. Y. Kuo, 1978. "Growth and the Family Distribution of Income by Factor Components," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 17-53.
    7. Lam, David & Levison, Deborah, 1991. "Declining inequality in schooling in Brazil and its effects on inequality in earnings," Journal of Development Economics, Elsevier, vol. 37(1-2), pages 199-225, November.
    8. Cowell, Frank A & Jenkins, Stephen P, 1995. "How Much Inequality Can We Explain? A Methodology and an Application to the United States," Economic Journal, Royal Economic Society, vol. 105(429), pages 421-430, March.
    9. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    10. anonymous, 1983. "Developments in the international economy," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 46, july.
    11. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    12. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    13. anonymous, 1983. "The budget and macro-economic policy," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 46, september.
    14. Shorrocks, Anthony F, 1984. "Inequality Decomposition by Population Subgroups," Econometrica, Econometric Society, vol. 52(6), pages 1369-1385, November.
    15. Graham Pyatt & Chau-nan Chen & John Fei, 1980. "The Distribution of Income by Factor Components," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 451-473.
    16. anonymous, 1983. "New Zealand economic chronology 1982," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 46, january/f.
    17. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Uma Rani & Jaya Krishnakumar & Maurizio Bigotta, 2017. "Accounting for income inequality: empirical evidence from India," Indian Economic Review, Springer, vol. 52(1), pages 193-229, December.
    2. Mohsen Ayyash & Siok Kun Sek, 2020. "Decomposing Inequality in Household Consumption Expenditure in Malaysia," Economies, MDPI, vol. 8(4), pages 1-15, October.
    3. Halvarsson, Daniel & Korpi, Martin & Wennberg, Karl, 2016. "Entrepreneurship and Income Inequality," Ratio Working Papers 281, The Ratio Institute.
    4. Jiang, Yixiao, 2022. "Credit ratings, financial ratios, and equity risk: A decomposition analysis based on Moody’s, Standard & Poor’s and Fitch’s ratings," Finance Research Letters, Elsevier, vol. 46(PB).
    5. Cathal O’Donoghue & Jason Loughrey & Denisa M. Sologon, 2018. "Decomposing the Drivers of Changes in Inequality During the Great Recession in Ireland using the Fields Approach," The Economic and Social Review, Economic and Social Studies, vol. 49(2), pages 173-200.
    6. Halvarsson, Daniel & Korpi, Martin & Wennberg, Karl, 2018. "Entrepreneurship and income inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 145(C), pages 275-293.
    7. Sabyasachi Tripathi, 2017. "Source of Inequality in Consumption Expenditure in India: A Regression Based Inequality Decomposition Analysis," Journal of Income Distribution, Ad libros publications inc., vol. 25(1), pages 1-34, March.
    8. Lwin Lwin Aung & Peter Warr, 2021. "Decomposing changes in inequality: Evidence from Myanmar," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1172-1196, August.

    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. Uma Rani & Jaya Krishnakumar & Maurizio Bigotta, 2017. "Accounting for income inequality: empirical evidence from India," Indian Economic Review, Springer, vol. 52(1), pages 193-229, December.
    2. Mohsen Ayyash & Siok Kun Sek, 2020. "Decomposing Inequality in Household Consumption Expenditure in Malaysia," Economies, MDPI, vol. 8(4), pages 1-15, October.
    3. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    4. Jurkatis, Simon & Strehl, Wolfgang, 2014. "Gini decompositions and Gini elasticities: On measuring the importance of income sources and population subgroups for income inequality," Discussion Papers 2014/22, Free University Berlin, School of Business & Economics.
    5. Simon Jurkatis, "undated". "Dos and Don'ts of Gini Decompositions," BDPEMS Working Papers 2013003, Berlin School of Economics.
    6. Carlo V. Fiorio, 2006. "Understanding Inequality Trends:Microsimulation Decomposition for Italy," STICERD - Distributional Analysis Research Programme Papers 78, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    7. repec:pru:wpaper:24 is not listed on IDEAS
    8. Michele Giammatteo, 2007. "The bidimensional decomposition of inequality: A nested Theil approach," LIS Working papers 466, LIS Cross-National Data Center in Luxembourg.
    9. Kimhi, Ayal, 2009. "Land Reform and Farm-Household Income Inequality: The Case of Georgia," Discussion Papers 54159, Hebrew University of Jerusalem, Department of Agricultural Economics and Management.
    10. Teixidó Figueras, Jordi & Duro Moreno, Juan Antonio, 2012. "Ecological Footprint Inequality: A methodological review and some results," Working Papers 2072/203168, Universitat Rovira i Virgili, Department of Economics.
    11. Zelda Okatch & Abu Siddique & Anu Rammohan, 2013. "Determinants of Income Inequality in Botswana," Economics Discussion / Working Papers 13-15, The University of Western Australia, Department of Economics.
    12. Cecilia García-Peñalosa & Elsa Orgiazzi, 2013. "Factor Components of Inequality: A Cross-Country Study," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(4), pages 689-727, December.
    13. Cecilia Garcia Peñalosa & Orgiazzi, E., 2011. "GINI DP 12: Factor Components of Inequality. A Cross-Country Study," GINI Discussion Papers 12, AIAS, Amsterdam Institute for Advanced Labour Studies.
    14. Ayal Kimhi, 2010. "Entrepreneurship and income inequality in southern Ethiopia," Small Business Economics, Springer, vol. 34(1), pages 81-91, January.
    15. Jabłoński Łukasz, 2019. "Inequality in Economics: The Concept, Perception, Types, and Driving Forces," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 27(1), pages 17-43, March.
    16. Leonardo Bonilla Mejía, 2011. "Diferencias regionales en la distribución del ingreso en Colombia," Revista Sociedad y Economía, Universidad del Valle, CIDSE, December.
    17. Gao Lu Zou & Kwong Wing Chau, 2015. "Determinants and Sustainability of House Prices: The Case of Shanghai, China," Sustainability, MDPI, vol. 7(4), pages 1-25, April.
    18. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression‐based Decomposition Using Household Data," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 107-120, February.
    19. Hammill, Matthew, 2005. "Income inequality in Central America, Dominican Republic and Mexico: assessing the importance of individual and household characteristics," Estudios y Perspectivas – Sede Subregional de la CEPAL en México 4965, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    20. Stéphane Mussard & Michel Terraza, 2009. "Décompositions des mesures d'inégalité : le cas des coefficients de Gini et d'entropie," Recherches économiques de Louvain, De Boeck Université, vol. 75(2), pages 151-181.
    21. Cameron, Lisa A., 2000. "Poverty and inequality in Java: examining the impact of the changing age, educational and industrial structure," Journal of Development Economics, Elsevier, vol. 62(1), pages 149-180, June.

    More about this item

    Keywords

    Income inequality; Regression-based decompositions ; Education; Labour status; India; D63; C21; J24;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:spr:empeco:v:48:y:2015:i:3:p:1233-1266. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.