Preview

A Dissimilarity Index of Multidimensional Inequality of Opportunity

Powerful Essays
Open Document
Open Document
14782 Words
Grammar
Grammar
Plagiarism
Plagiarism
Writing
Writing
Score
Score
A Dissimilarity Index of Multidimensional Inequality of Opportunity
Oxford Poverty & Human Development Initiative (OPHI)
Oxford Department of International Development
Queen Elizabeth House (QEH), University of Oxford

OPHI WORKING PAPER NO. 39
A Dissimilarity Index of Multidimensional Inequality of
Opportunity
Gaston Yalonetzky *
November 2010
Abstract
A recent literature on inequality of opportunity offers quantitative tools for comparisons and measurement based on stochastic dominance criteria and traditional inequality indices. In this paper I suggest an additional way of assessing inequality of opportunity with two indices of dissimilarity across distributions. The indices are based on a traditional homogeneity test of multinomial distributions and are similar to the square coe¢ cient of variation (Reardon and Firebaugh, 2002). Their properties are studied, as well as their usefulness and limitations in applications when both circumstances and advantages/outcomes are multidimensional. An empirical application measures changes in inequality of opportunity from an old to a young cohort in Peru. The importance of assessing the sensitivity of the results to group definitions and group proportions is highlighted.

*Oxford Poverty & Human Development Initiative, University of Oxford. E-mail address: gaston.yalonetzky@qeh.ox.ac.uk.
This study has been prepared within the OPHI theme on multidimensional measurement.
OPHI gratefully acknowledges support for its research and activities from the Government of Canada through the
International Development Research Centre (IDRC) and the Canadian International Development Agency (CIDA), the
Australian Agency for International Development (AusAID), and the United Kingdom Department for International
Development (DFID).
ISSN 2040-8188

ISBN 978-1-907194-23-8

A Dissimilarity Index of Multidimensional Inequality of
Opportunity
Gaston Yalonetzky
November 7, 2010

Abstract
A recent literature on inequality of opportunity o¤ers quantitative tools for comparisons



References: Atkinson, A. (1970). On the measurement of economic inequality. Journal of Economic Theory 2 (3), 244– Atkinson, A. and F. Bourguignon (1982). The comparison of multi-dimensioned distributions of economic status Barros, R. P. d., F. Ferreira, J. Molinas, and J. Saavedra (2009). Measuring inequality of opportunity in Latin America and the Caribbean Barros, R. P. d., J. Molinas, and J. Saavedra (2008). Measuring inequality of opportunities for children Bossuroy, T. and D. Cogneau (2008). Social mobility and colonial legacy in …ve africa countries. Checchi, D. and V. Peragine (2005). Regional disparities and inequality of opportunity: the case of italy Cramer, H. (1946). Mathematical methods for statistics. Princeton University Press. Duclos, J.-Y., D. Sahn, and S. Younger (2006). Robust multidimensional poverty comparisons. The Economic Journal 116 (514), 943– Elbers, C., P. Lanjouw, J. Mistiaen, and B. Ozler (2008). Reinterpreting between-group inequality. Everitt, B. (1992). The analysis of contingency tables (Second ed.). Chapman & Hall. Ferreira, F. and J. Gignoux (2008). The measurement of inequality of opportunity: theory and application to latin america Fleurbaey, M. (2008). Fairness, Responsibility and Welfare. Oxford University Press. Foster, J. and A. Shneyerov (2000). Path independent inequality measures. Journal of Economic Theory 91, 199– Frechet, M. (1951). Sur les tableaux de correlation dont les marges sont donnes. Annales de l’ Giddens, A. (2006). Sociology (5 ed.). Polity Press. Hild, M. and A. Voorhoeve (2004). Equality of opportunity and opportunity dominance. Economics and Philosophy 20, 117– Hogg, R. and E. Tanis (1997). Probability and statistical inference. Prentice Hall. Hutchens, R. (2001). Numerical measures of segregation: desirable properties and their implications. Mathematical Social Sciences 42, 13– 29. James, D. and K. Taeuber (1985). Measures of segregation. Sociological Methodology 15, 1– 32. Kendall, M. and A. Stuart (1973). The Advanced Theory of Statistics (3 ed.), Volume 2. Gri¢ n. Lefranc, A., N. Pistolesi, and A. Trannoy (2009). Equality of opportunity and luck: de…nitions and testable conditions, with an application to income in france Openshaw, S. (1984). The modi…able areal unit problem. Number 38 in Concepts and techniques in modern geography Peragine, V. (2004). Ranking income distributions according to equality of opportunity. Journal of Economic Inequality 00, 1– Reardon, S. (2009). Measures of ordinal segregation. In Y. Fluckiger, S. Reardon, and J. Silber (Eds.), Occupational and Residential Segregation, Volume 17 of Research on Economic Inequality. Reardon, S. and G. Firebaugh (2002). Measures of multigroup segregation. Sociological Methodology 32, 33– 67. Roemer, J. (1998). Equality of Opportunity. Harvard University Press. Roemer, J. (2006). Economic development as opportunity equalization. Cowles Foundation Discussion Paper 1583. Sen, A. (1976). Real national income. The Review of Economic Studies 43 (1), 19– 39. Silber, J. and G. Yalonetzky (2010). Measuring inequality in life chances when one variable is ordinal. White, M. J. (1986). Segregation and diversity measures in population distribution. Population index 52 (2), 198–

You May Also Find These Documents Helpful

  • Powerful Essays

    UC Atlas of Inequality is for the exploration of global change. Use the left menu to select indicators,…

    • 1194 Words
    • 3 Pages
    Powerful Essays
  • Good Essays

    Assess the degree to which inequalities within one named region or city result from economic factors: (30 marks)…

    • 931 Words
    • 4 Pages
    Good Essays
  • Better Essays

    Statistics are showing however that the “equal” part of the opportunity principle in America is…

    • 1758 Words
    • 8 Pages
    Better Essays
  • Better Essays

    Mlb Economic Project

    • 1951 Words
    • 8 Pages

    The data on pay inequality was constructed in the following way. From the USA Today salary database, I collected annual salaries for each player in all MLB teams during the 2003 and 2004 seasons. I summed the salaries of all players for each team and each season to obtain the total payroll. The active roster in baseball is 25, but the database includes salaries of disabled players as well. Therefore, the number of players for each team ranges from 25 to 31. As the measure of pay inequality, I calculated the percentage of payroll earned by the highest paid 20% of players. For example, for a 30 player team I summed the salaries of the highest paid 6 players and divide that amount by total…

    • 1951 Words
    • 8 Pages
    Better Essays
  • Powerful Essays

    The most common methods of calculating the inequality or distribution of wealth is measuring the percentages of total wealth owned by selected percentages of a sample population. Individuals are ranked by Economist according to their wealth and report the shares of the total wealth that are owned by proportions of the population. For example, the top 1, 5, and 10 percent of wealth holders owns what percentage of the total wealth. ...Encyclopedia of Urban America: The Cities and Suburbs...…

    • 919 Words
    • 4 Pages
    Powerful Essays
  • Good Essays

    Disguised Influences

    • 721 Words
    • 3 Pages

    Social inequality is characterized by the existence of unequal opportunities and rewards for different social positions or statuses within a group or society. There are two main ways to measure social inequality: inequality of conditions, and inequality of opportunities. Inequality of conditions refers to the unequal distribution of income, wealth and material goods. Housing, for example, is an inequality of conditions with the homeless and those living in housing projects sitting at the bottom of the hierarchy while those living in multi-million dollar mansions sitting at the top. Inequality of…

    • 721 Words
    • 3 Pages
    Good Essays
  • Good Essays

    City Road Cardiff

    • 907 Words
    • 4 Pages

    The study of stratification has long been studied in the history of sociology, teachings such as inequality, including economic inequality, racial/ethnic inequality, gender inequality, and other types of inequality determines the differences people are facing within the society. This inequality is known as the ‘spatio temporal’ – social inequality. It means having unequal opportunities and rewards for different social statuses within a group or society. There are two main ways to measure social inequality: inequality of conditions, and inequality of opportunities. Inequality of conditions refers to the unequal distribution of income, wealth and material goods. Inequality of opportunities refers to the unequal distribution of ‘‘life chances’’ across individuals such as level of education, health status, and treatment by the criminal justice system.…

    • 907 Words
    • 4 Pages
    Good Essays
  • Good Essays

    As the economy thrived, so did inequality, business leaders used their power and influence to exploit their workers, forcing them to work long hours in unsafe conditions while paying them too little to be able to maintain a decent standard of living. Because of the current narrow definition of freedom, measures from the…

    • 571 Words
    • 3 Pages
    Good Essays
  • Good Essays

    Income inequality is a grand challenge and is at the base of many other grand challenges. For example, with income inequality some supplementary troubles may be inadequate health care, lack of quality education and homelessness. Furthermore, reports have shown that that the income inequality has widened since the recession. Income inequality affects everyone, especially minorities. One believes that this is part of the problem in society that fuels racism and classism. It creates an obvious difference between socioeconomic classes and minorities are usually in the lower earnings level of these classes. If we are to solve some of the other grand challenges one believes that income inequality is the best place to start.…

    • 417 Words
    • 2 Pages
    Good Essays
  • Better Essays

    Unemployment Rate

    • 1048 Words
    • 5 Pages

    Ritter, J., & Taylor, L. (February 2011) Review of Economics & Statistics Vol. 93 Issue 1…

    • 1048 Words
    • 5 Pages
    Better Essays
  • Good Essays

    Income inequality has undoubtedly risen since the 1970’s. When comparing two males in the 90th percentile and 10th percentile in 1970 in regards to wage distribution, there was a difference in earnings for the higher wage earner of 3.2 times the amount lower worker’s income. By 2010, the same comparison shows an increase to 5.2 times higher wages for the worker in the 90th percentile than the worker in the 10th percentile. A similar trend can be seen for women also.…

    • 313 Words
    • 2 Pages
    Good Essays
  • Powerful Essays

    Anderson, L. M., St. Charles, J., Fullilove, M. T., Scrimshaw, S. C., Fielding, J. E., & Normand, J. (2003). Providing affordable family housing and reducing residential segregation by income. American journal of preventive medicine, 24(3), 47-67.…

    • 2649 Words
    • 11 Pages
    Powerful Essays
  • Better Essays

    Health inequalities

    • 1886 Words
    • 5 Pages

    A number of different measures can be used to indicate socioeconomic position. These include occupation, amount and type of education, access to or ownership of various assets, and indices based on residential area characteristics. There has been much debate as to what each indicator actually measures, and how choice of indicator influences the pattern of inequalities observed. For example, measures based on occupation…

    • 1886 Words
    • 5 Pages
    Better Essays
  • Satisfactory Essays

    Lorenz Curve

    • 519 Words
    • 3 Pages

    Furthermore, the measurement of income inequality with a Lorenz curve shows income distribution only at a given time and therefore does not take into consideration lifetime income. For instance, the income of a sports man and of a lecturer may be about the same over their lifetimes. But the income of the lecturer may be spread over a number of years say for 40 years whereas that of sports man may be realized in 10 years. Hence, the two incomes are likely to be highly unequal in a given year.…

    • 519 Words
    • 3 Pages
    Satisfactory Essays
  • Best Essays

    FORBES, K. (2000). A Reassessment of the Relationship between Inequality and Growth. The American Economic Review. Vol. 90, No. 4, 869-887.…

    • 2521 Words
    • 11 Pages
    Best Essays