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Decomposition of inequality measures and a comparative analysis

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Abstract

The main objectives of the paper are to decompose Atkinson's measure into within-group and between-group inequality and to compare it with decompositions of inequality measures, like the Gini coefficient, variance of logarithms, Theil's entropy index and the square of the coefficient of variation. Atkinson's inequality index is given an interpretation of mean order β and then it is decomposed for population subgroups. Various other measures are considered for decompositions and a variety of decomposition schemes for Gini coefficient and other measures in the literature is reviewed and commented upon. Empirical analysis using U.S.A. and U.K. data are performed on the basis of income distribution data classified by family size. For various decomposition schemes, contribution to between size-group and within size-group inequalities are compared in percentage terms. Comparisons are also made over time for the years 1964 and 1974 both for U.S.A. and U.K. and the result indicates that within size-group income inequality has declined while between size group and total income inequality shows an increase. Three important properties of Atkinson's inequality index are proved in the appendix.

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References

  • Atkinson, A.B.: On the Measurement of Inequality. Journal of Economic TheoryII, 1970, 244–63; reprinted in Wealth, Income and Inequality, ed. by the author, Harmondsworth 1973, 46–68.

    Article  Google Scholar 

  • Beckenbach, E.F., andR. Bellman: Inequalities. New York 1965.

  • Benus, J., andJ. Morgan: Time Periods, Unit of Analysis, and Income Distribution. Personal Distribution of Income and Wealth. Ed. by J.D. Smith. New York 1975, 209–224.

  • Bhattacharya, N., andB. Mahalanobis: Regional Disparities in Household Consumption in India. Journal of the American Statistical AssociationLXII, 1967, 143–161.

    Article  Google Scholar 

  • Bourguignon, F.: Decomposable Income Inequality Measures. Econometrica,XLVII, 1979, 901–920.

    Article  Google Scholar 

  • Bowley, R.: Elements of Statistics. London 1926.

  • Champernowne, D.G.: A Comparison of Measures of Inequality of Income Distribution. Economic JournalLXXXIV, 1974, 787–816.

    Article  Google Scholar 

  • Chiswick, B.R., andJ. Mincer: Time-Series Changes in Personal Income Inequality in the United States from 1939 with Projections to 1985. Journal of Political Economy, Special IssueLXXX, 1972, 534–571.

    Google Scholar 

  • Danziger, S., andR. Plotnick: Demographic Change, Government Transfers, and the Distribution of Income. Institute for Research on Poverty Discussion Paper No. 275-75, Madison, University of Wisconsin, 1975.

    Google Scholar 

  • Danziger, S., R. Haveman, andR. Smolensky: The Measurement and Trend of Inequality: a Basic Revision: Comment. Institute for Research on Poverty Discussion Paper No. 335-76, Madison, University of Wisconsin, 1976.

    Google Scholar 

  • Das, T.: Effects of Demographic Change and Choice of Income Unit on the Size Distribution of Income, Ph. D. Thesis, Norwich, 1977.

  • Das, T.: Choice of Demographic Unit in the Analysis of the Size Distribution of Income. Journal of Income and WealthIII, 1978.

  • Das, T., andA. Parikh: Decompositions of Atkinson's Inequality Index. Australian Economic Papers20 (36), 1981, 171–178.

    Google Scholar 

  • Dasgupta, P., A.K. Sen, andD. Starrett: Notes on the Measurement of Inequality. Journal of Economic TheoryVI, 1974, 180–187.

    Google Scholar 

  • Fei, J.C.H., G. Ranis, andS.W.Y. Kuo: Growth and the Family Distribution of Income by Factor Components. Quarterly Journal of EconomicsXCII, 1978, 17–53.

    Article  Google Scholar 

  • Garvy, G.: Inequality of Income: Causes and Measurement. Studies in Income and WealthXV, 1952, 25–47.

    Google Scholar 

  • Gastwirth, J.L.: The Estimation of the Lorenz Curve and Gini Index. Review of Economics and StatisticsLXIII, 1972, 306–316.

    Article  Google Scholar 

  • Hardy, G.H., J.E. Littlewood, andG. Polya: Inequalities. London 1959.

  • Kmenta, J.: On estimation of the CES production function. International Economic ReviewVIII, 1967, 180–192.

    Article  Google Scholar 

  • Kolm, S.E.: Unequal Inequalities. Journal of Economic TheoryXII, 1976a, 416–442.

    Article  Google Scholar 

  • —: Unequal Inequalities. Journal of Economic TheoryXIII, 1976b, 82–111.

    Article  Google Scholar 

  • Kuznets, S.: Quantitative Aspects of the Economic Growth of Nations: VIII, Distribution of Income by Size. Economic, Development and Cultural ChangeXI, 1963, 1–80.

    Article  Google Scholar 

  • Kuznets, S.: Demographic Aspects of the Distribution of Income Among Families: Recent Trends in the United States. Econometrics and Economic Theory. Ed. by W. Sellekaerts. London 1974, 223–245.

  • —: Demographic Aspects of the Size Distribution of Income: an Exploratory Essay. Economic Development and Cultural ChangeXXV, 1976, 1–94.

    Article  Google Scholar 

  • Lindert, P.H., andJ.G. Williamson: Three Centuries of American Inequality. Institute for Research on Poverty, Discussion Paper No. 333-76, Madison, University of Wisconsin, 1976.

    Google Scholar 

  • Lydall, H.F.: The Structure of Earnings. Oxford 1968.

  • —: Review Article on Income Distribution: a Comparative Study of the United States, Sweden, West Germany, East Germany, the United Kingdom and Japan by M. Schnitzer. Journal of Economic LiteratureXIII, 1975, 918–920.

    Google Scholar 

  • Mangahas, M.: Income Inequality in the Philippines: A Decomposition Analysis. World Employment Programme Working Paper No. 12, Geneva, International Labour Office, 1975.

    Google Scholar 

  • Mehran, F.: Decomposition of the Gini Index. A Statistical Analysis of Income Inequality. Income Distribution and Employment Programme Working Paper, Geneva, International Labour Office, 1974.

    Google Scholar 

  • —: Dealing with Grouped Income Distribution Data. Income Distribution and Employment Programme Working Paper No. 20, Geneva, International Labour Office, 1975.

    Google Scholar 

  • Muellbauer, J.: Inequality Measures, Prices and Household Composition. Review of Economic StudiesXLI, 1974, 493–503.

    Google Scholar 

  • Paglin, M.: The Measurement and Trend of Inequality: a Basic Revision. American Economic ReviewLXV, 1975, 598–609.

    Google Scholar 

  • Pyatt, G.: On the Interpretation and Disaggregation of Gini coefficients. Economic JournalLXXXVI, 1976, 243–255.

    Article  Google Scholar 

  • Rao, V.M.: Two Decompositions of Concentration Ratio. Journal of the Royal Statistical SocietyCXXXII A, 1969, 418–425.

    Google Scholar 

  • Rivlin, A.M.: Income Distribution—Can Economists Help? American Economic Review Papers and Proceedings,LXV, 1975, 1–15.

    Google Scholar 

  • Rosenbluth, G.: Note on Mr. Schultz's Measure of Income Inequality. American Economic ReviewXLI, 1951, 935–937.

    Google Scholar 

  • Rothschild, M., andJ.E. Stiglitz: Increasing Risk II: Its Economic Consequences. Journal of Economic TheoryIII, 1971, 66–84.

    Article  Google Scholar 

  • Sen, A.K.: On Economic Inequality. Oxford 1973.

  • Soltow, L.: The Distribution of Income Related to Changes in the Distribution of Education, Age and Occupation. Review of Economics and StatisticsXLII, 1960, 450–453.

    Article  Google Scholar 

  • Theil, H.: Economics and Information Theory. Amsterdam 1967.

  • Theil, H.: Statistical Decomposition Analysis. Amsterdam 1972.

  • United Kingdom Department of Employment: Family Expenditure Survey. 1964 and 1974.

  • United States Bureau of the Census: Trends in Income of Families and Persons in the United States: 1947–1964: Technical Paper No. 17 by M.P. Henson, Washington D.C., 1967.

  • United States Bureau of the Census: Computer Tapes of the Current Population Survey (CPS) Annual Demographic File, 1975 March Supplement (Three reels), 1976.

  • Yitzhaki, S.: Relative Deprivation and the Gini Coefficient. Quarterly Journal of EconomicsXCIII, 1979, 321–324.

    Article  Google Scholar 

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This paper expresses personal views of the authors and does not necessarily reflect the views of the organisations they are associated with. The authors would like to thank Professor Anthony B. Atkinson and Professor Harold F. Lydall.

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Das, T., Parikh, A. Decomposition of inequality measures and a comparative analysis. Empirical Economics 7, 23–48 (1982). https://doi.org/10.1007/BF02506823

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  • DOI: https://doi.org/10.1007/BF02506823

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