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Complete Orderings: Index Types and the Ambiguity Problem

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Multilateral Wellbeing Comparison in a Many Dimensioned World

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Abstract

Here, the various forms of indices used for summarizing aspects of distributions are discussed. Univariate and multivariate measures of location, dispersion and polarization are outlined as is the way they may be combined to reflect the collective wellbeing of individual groups in a society to provide a complete ordering of those groups. One of the problems with such an ordering is that it can be ambiguous; this is illustrated at the end of the chapter with an example comparing a collection of nations in the European Union.

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Notes

  1. 1.

    In a similar fashion, average, median or modal returns in a portfolio say nothing about the riskiness or variability of those returns and, if this is of concern such location measures need to be modified accordingly.

  2. 2.

    If, for example, a comparison of income inequality in the United States (measured in US$) with that of Bangladesh (measured in Takas) is required, a unit free measure will do the trick since currency values cancel out.

References

  • Alesina, A., & Spolaore, E. (1997). On the Number and Size of Nations. The Quarterly Journal of Economics, 112(4), 1027–1056.

    Google Scholar 

  • Alkire, S., & Foster, J. (2011). Counting and Multidimensional Poverty Measurement. Journal of Public Economics, 95(7–8), 476–487.

    Article  Google Scholar 

  • Anderson, G. J. (2004). Making Inferences About the Polarization, Welfare and Poverty of Nations: A Study of 101 Countries 1970–1995. Journal of Applied Econometrics, 19, 537–550.

    Article  Google Scholar 

  • Anderson, G. J. (2004a). Toward an Empirical Analysis of Polarization. Journal of Econometrics, 122, 1–26.

    Article  Google Scholar 

  • Anderson, G. J. (2010). Polarization of the Poor: Multivariate Relative Poverty Measurement Sans Frontiers. Review of Income and Wealth, 56(1), 84–101.

    Article  Google Scholar 

  • Anderson, G. J. (2011). Polarization Measurement and Inference in Many Dimensions When Subgroups Can Not Be Identified. Economics: The Open-Access, Open-Assessment E-Journal, 5, 2011-11.

    Google Scholar 

  • Anderson G. J. (2012). Polarization Measurement and Inference in Many Dimensions When Subgroups Cannot Be Identified. Economics (E Journal).

    Google Scholar 

  • Anderson, G., & Thomas, J. (2018). Measuring Multi-Group Polarization, Segmentation and Ambiguity: Increasingly Unequal Yet Similar Constituent Canadian Income Distributions. Social Indicators Research. Forthcoming.

    Google Scholar 

  • Anderson, G., & Thomas, J. (2019). Structural Ambiguity in Wellbeing Indices. Toronto: University of Toronto, Economics Department. Mimeo.

    Google Scholar 

  • Anderson, G. J., Linton, O., & Leo, T. W. (2012). A Polarization-Cohesion Perspective on Cross Country Convergence. Journal of Economic Growth, 17, 49–69.

    Google Scholar 

  • Anderson G. J., Post, T., & Whang, Y.-J. (2019). Somewhere Between Utopia and Dystopia: Choosing From Multiple Incomparable Prospects. Journal of Business and Economic Statistics. Forthcoming.

    Google Scholar 

  • Anderson, G., Pittau, G., Zelli, R., & Thomas, J. (2018). Income Inequality, Cohesiveness and Commonality in the Euro Area: A Semi-Parametric Boundary-Free Analysis. Econometrics, Special Issue on Econometrics of Inequality, 6, 15.

    Google Scholar 

  • Arrow, K., Bowles, S., & Durlauf, S. (2000). Meritocracy and Economic Inequality. Princeton: Princeton University Press.

    Book  Google Scholar 

  • Atkinson, A. B. (1970). On the Measurement of Inequality. Journal of Economic Theory, 2, 244–263.

    Article  Google Scholar 

  • Atkinson, A. B. (1983). The Economics of Inequality (2nd ed.). Oxford: Clarendon Press.

    Google Scholar 

  • Blackorby, C., & Donaldson, D. (1978). Measures of Relative Equality and Their Meaning in Terms of Social Welfare. Journal of Economic Theory, 18, 59–80.

    Google Scholar 

  • Bossert, W., D’Ambrosio, C., & Peragine, V. (2004). Deprivation and Social Exclusion. Economica, 74(296), 777–803.

    Article  Google Scholar 

  • Bourguignon, F. (1979). Decomposable Income Inequality Measures. Econometrica, 47(4), 901–920.

    Article  Google Scholar 

  • Carneiro, P., Hansen, K. T., & Heckman, J. J. (2002). Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policy (NBER Working Paper 8840).

    Google Scholar 

  • Carneiro, P., Hansen, K. T., & Heckman, J. J. (2003). 2001 Lawrence R. Klein Lecture Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice. International Economic Review, 44, 361–422.

    Article  Google Scholar 

  • Cowell, F. A. (1980). On the Structure of Additive Inequality Measures. Review of Economic Studies, 47, 52131.

    Article  Google Scholar 

  • Cowell, F. A. (1985). Measures of Distributional Change: An Axiomatic Approach. Review of Economic Studies, 52, 135–151.

    Article  Google Scholar 

  • Cowell, F. A. (1989). Sampling Variance and Decomposable Inequality Measures. Journal of Econometrics, 42, 27–41.

    Article  Google Scholar 

  • Cowell, F. A. (1995). Measuring Inequality (2nd ed.). Hemel Hempstead: Harvester Wheatsheaf.

    Google Scholar 

  • Cowell, F. A. (1999). Measurement of Inequality. In A. B. Atkinson & F. Bourguignon (Eds.), Handbook of Income Distribution. Amsterdam: North Holland.

    Google Scholar 

  • Cowell, F. A., & Jenkins, S. P. (1995). How Much Inequality Can We Explain? A Methodology and an Application to the USA. Economic Journal, 105, 421–430.

    Article  Google Scholar 

  • Dalton, H. (1920). The Measurement of the Inequality of Incomes. The Economic Journal, 30, 348–361.

    Article  Google Scholar 

  • Dardanoni, V. (1993). Measuring Social Mobility. Journal of Economic Theory, 61, 372–394.

    Article  Google Scholar 

  • Deaton, A., & Muellbauer, J. (1980). Economics and Consumer Behaviour. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Duclos, J., Esteban, J., & Ray, D. (2004). Polarization: Concepts, Measurement, Estimation. Econometrica, 72, 1737–1772.

    Article  Google Scholar 

  • Durlauf, S. N., & Quah, D. (2002). The New Empirics of Economic Growth, Chap. 4. In J. B. Taylor & M. Woodford (Eds.), Handbook of Macroeconomics. Amsterdam: North Holland.

    Google Scholar 

  • Esteban, J., & Ray, D. (1994). On the Measurement of Polarization. Econometrica, 62, 819–851.

    Article  Google Scholar 

  • Esteban, J., & Ray, D. (2008). Polarization, Fractionalization and Conflict. Journal of Peace Research, 45(2), 163–182.

    Google Scholar 

  • Esteban, J., Gradín, C., & Ray, D. (2007). An Extension of a Measure of Polarization, with an Application to the Income Distribution of Five OECD Countries. The Journal of Economic Inequality, 5, 1–19.

    Article  Google Scholar 

  • Foster, J. E., & Wolfson, M. C. (1992). Polarization and the Decline of the Middle Class: Canada and the US. Mimeo Vanderbilt University.

    Google Scholar 

  • Foster, J., Greer, J., & Thorbecke, E. (1984). A Class of Decomposable Poverty Measures. Econometrica, 52, 761–765.

    Article  Google Scholar 

  • Gertner, G. (2010). The Rise and Fall of the G.D.P. New York Times Magazine.

    Google Scholar 

  • Gigliarano, C., & Mosler, K. (2009). Constructing Indices of Multivariate Polarization. The Journal of Economic Inequality, 7, 435.

    Article  Google Scholar 

  • Gini, C. (1912). Variabilità e mutabilità. Reprinted in Pizetti, E., & Salvemini, T. (Eds.). (1955). Memorie di metodologica statistica. Rome: Libreria Eredi Virgilio Veschi.

    Google Scholar 

  • Gini, C. (1921). Measurement of Inequality of Incomes. The Economic Journal. Blackwell Publishing, 31(121), 124–126.

    Article  Google Scholar 

  • Lasso de la Vega, M. C., & Urrutia, A. (2011). Characterizing How to Aggregate the Individuals’ Deprivations in a Multidimensional Framework. The Journal of Economic Inequality, 9, 183.

    Article  Google Scholar 

  • Lee, C.-I., & Solon, G. (2009). Trends in Intergenerational Income. Mobility Review of Economics and Statistics, 91, 766–772.

    Article  Google Scholar 

  • Lerman, R. I., & Yitzhaki, S. (1985). Income Inequality Effects by Income Source: A New Approach and Applications to the United States. The Review of Economics and Statistics, 67(1), 151–156.

    Article  Google Scholar 

  • Mookherjee, D., & Shorrocks, A. (1982). A Decomposition Analysis of the Trend in UK Income Inequality. Economic Journal, 92, 886–902.

    Article  Google Scholar 

  • Morgan, S. L., Grusky, D. B., & Fields, G. S. (2006). Mobility and Inequality Frontiers of Research in Sociology and Economics. Stanford: Stanford University Press.

    Google Scholar 

  • Pigou, A. F. (1912). Wealth and Welfare. London: Macmillan.

    Google Scholar 

  • Pigou, A. F. (1920). The Economics of Welfare. Indianapolis: The Liberty Fund.

    Google Scholar 

  • Rawls, J. (1971). Theory of Justice. Cambridge: The Belknap Press of Harvard University Press.

    Google Scholar 

  • Sen, A. (1973). On Economic Inequality. Oxford: Oxford University Press.

    Google Scholar 

  • Sen, A. (1995). Rationality and Social Choice. American Economic Review, Papers and Proceedings, 85, 1–24.

    Google Scholar 

  • Shorrocks, A. F. (1978). The Measurement of Mobility. Econometrica, 46, 1013–1024.

    Article  Google Scholar 

  • Shorrocks, A. F. (1978a). Income Inequality and Income Mobility. Journal of Economic Theory, 19, 376–393.

    Article  Google Scholar 

  • Shorrocks, A. F. (1982a). Inequality Decomposition by Factor Components. Econometrica, 50, 193–212.

    Article  Google Scholar 

  • Shorrocks, A. F. (1982b). The Impact of Income Components on the Distribution of Family Incomes. Quarterly Journal of Economics, 98, 311–326.

    Article  Google Scholar 

  • Shorrocks, A. F. (1983). Ranking Income Distributions. Economica, 50, 3–17.

    Article  Google Scholar 

  • Shorrocks, A. F. (1984). Inequality Decomposition by Population Subgroup. Econometrica, 52, 1369–1385.

    Article  Google Scholar 

  • Stone, J. R. N. (1954). Linear Expenditure Systems and Demand Analysis: An Application to the Pattern of British Demand. Economic Journal, 64, 511–527.

    Article  Google Scholar 

  • Theil, H. (1967). Economics and Information Theory. Amsterdam: North Holland.

    Google Scholar 

  • Theil, H. (1979). The Measurement of Inequality by Components of Income. Economics Letters, 2, 197–199.

    Article  Google Scholar 

  • UNPD. (2016). Human Development Report 2016. Washington, DC: Communications Development Incorporated.

    Google Scholar 

  • Wang, Y., & Tsui, K. (2000). Polarization Orderings and New Classes of Polarization Indices. Journal of Public Economic Theory, 2, 349–363.

    Article  Google Scholar 

  • Wolfson, M. (1994). When Inequalities Diverge. The American Economic Review, 84(2), 353–358.

    Google Scholar 

  • Yitzhaki, S., & Lerman, R. I. (1991). Income Stratification and Income Inequality. Review of Income and Wealth, 37, 313–329.

    Article  Google Scholar 

  • Zhang, X., & Kanbur, R. (2001). What Difference Do Polarisation Measures Make? An Application to China. The Journal of Development Studies, 37, 85–98.

    Article  Google Scholar 

  • Zheng, B. (1997). Aggregate poverty measures. Journal of Economic Surveys, 11, 123–162.

    Article  Google Scholar 

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Anderson, G. (2019). Complete Orderings: Index Types and the Ambiguity Problem. In: Multilateral Wellbeing Comparison in a Many Dimensioned World. Global Perspectives on Wealth and Distribution. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-21130-1_3

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  • DOI: https://doi.org/10.1007/978-3-030-21130-1_3

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