IDEAS home Printed from https://ideas.repec.org/p/cte/werepe/31803.html
   My bibliography  Save this paper

Computing decomposable multigroup indexes of segregation

Author

Listed:
  • Guinea-Martin, Daniel
  • Mora, Ricardo

Abstract

There are eight multigroup segregation indices that are decompos- able into a between and a within term. They are two versions of (a) the mutual information, (b) the symmetric Atkinson, (c) the relative diversity, and (d) the Theil's H index. In this article we present the Stata command dseg for obtaining all of them. It contributes to the stock of segregation commands in Stata by (1) implementing in a single call the decomposition; (2) providing the weights and local indices employed in the computation of the within term; (3) facilitating the deployment of the decomposability properties of the eight indices in complex scenarios that demand tailor-made solutions; and (4) leveraging sample data with bootstrapping and approximate randomization tests. We analyze 2017 census data of public schools in the United States to illustrate the use of dseg. The subject topic is school racial segregation.

Suggested Citation

  • Guinea-Martin, Daniel & Mora, Ricardo, 2021. "Computing decomposable multigroup indexes of segregation," UC3M Working papers. Economics 31803, Universidad Carlos III de Madrid. Departamento de Economía.
  • Handle: RePEc:cte:werepe:31803
    as

    Download full text from publisher

    File URL: https://e-archivo.uc3m.es/bitstream/handle/10016/31803/we2103.pdf?sequence=1
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert Hutchens, 2004. "One Measure of Segregation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 555-578, May.
    2. Gabriel Gutiérrez & John Jerrim & Rodrigo Torres, 2020. "School Segregation Across the World: Has Any Progress Been Made in Reducing the Separation of the Rich from the Poor?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 18(2), pages 157-179, June.
    3. Frankel, David M. & Volij, Oscar, 2011. "Measuring school segregation," Journal of Economic Theory, Elsevier, vol. 146(1), pages 1-38, January.
    4. Nancy A. Denton & Douglas S. Massey, "undated". "Residential Segregation of Blacks, Hispanics, and Asians by Socioeconomic Status and Generation," University of Chicago - Population Research Center 88-2, Chicago - Population Research Center.
    5. Boisso, Dale & Hayes, Kathy & Hirschberg, Joseph & Silber, Jacques, 1994. "Occupational segregation in the multidimensional case : Decomposition and tests of significance," Journal of Econometrics, Elsevier, vol. 61(1), pages 161-171, March.
    6. Jane Elliott, 2005. "Comparing occupational segregation in Great Britain and the United States," Work, Employment & Society, British Sociological Association, vol. 19(1), pages 153-174, March.
    7. Douglas S. Massey, "undated". "Residential Segregation of Blacks in American Cities," University of Chicago - Population Research Center 88-1, Chicago - Population Research Center.
    8. Neus Herranz & Ricardo Mora & Javier Ruiz‐Castillo, 2005. "An algorithm to reduce the occupational space in gender segregation studies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 25-37, January.
    9. Massey, D.S., 1988. "Residential Segregation Of Blacks In American Cities," University of Chicago - Economics Research Center 88-1, Chicago - Economics Research Center.
    10. Carrington, William J & Troske, Kenneth R, 1997. "On Measuring Segregation in Samples with Small Units," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 402-409, October.
    11. Rebecca Allen & Simon Burgess & Russell Davidson & Frank Windmeijer, 2015. "More reliable inference for the dissimilarity index of segregation," Econometrics Journal, Royal Economic Society, vol. 18(1), pages 40-66, February.
    12. Victor R. Fuchs, 1975. "A Note on Sex Segregation in Professional Occupations," NBER Chapters, in: Explorations in Economic Research, Volume 2, number 1, pages 105-111, National Bureau of Economic Research, Inc.
    13. Denton, N.A. & Massey, D.S., 1988. "Residential Segregation Of Blacks, Hispanics, And Asians By Socioeconomic Status And Generation," University of Chicago - Economics Research Center 88-2, Chicago - Economics Research Center.
    14. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    15. Hutchens, Robert, 2001. "Numerical measures of segregation: desirable properties and their implications," Mathematical Social Sciences, Elsevier, vol. 42(1), pages 13-29, July.
    16. Alonso-Villar, Olga & del Río, Coral, 2010. "Local versus overall segregation measures," Mathematical Social Sciences, Elsevier, vol. 60(1), pages 30-38, July.
    17. Deutsch, Joseph & Fluckiger, Yves & Silber, Jacques, 1994. "Measuring occupational segregation : Summary statistics and the impact of classification errors and aggregation," Journal of Econometrics, Elsevier, vol. 61(1), pages 133-146, March.
    Full references (including those not matched with items on IDEAS)

    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. SILBER Jacques, 2012. "Measuring Segregation: Basic Concepts and Extensions to Other Domains," LISER Working Paper Series 2012-20, Luxembourg Institute of Socio-Economic Research (LISER).
    2. Oscar Volij, 2018. "Segregation: theoretical approaches," Chapters, in: Conchita D’Ambrosio (ed.), Handbook of Research on Economic and Social Well-Being, chapter 21, pages 480-503, Edward Elgar Publishing.
    3. Tugce, Cuhadaroglu, 2013. "My Group Beats Your Group: Evaluating Non-Income Inequalities," SIRE Discussion Papers 2013-49, Scottish Institute for Research in Economics (SIRE).
    4. Coral Río & Olga Alonso-Villar, 2022. "On Measuring Segregation in a Multigroup Context: Standardized Versus Unstandardized Indices," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(2), pages 633-659, September.
    5. Ricardo Mora & Javier Ruiz-Castillo, 2003. "Additively Decomposable Segregation Indexes. The Case of Gender Segregation by Occupations and Human Capital Levels in Spain," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(2), pages 147-179, August.
    6. Mora, Ricardo & Ruiz-Castillo, Javier, 2005. "The axiomatic properties of an entropy based index of segregation," UC3M Working papers. Economics we056231, Universidad Carlos III de Madrid. Departamento de Economía.
    7. Joao Firmino & Luis C. Nunes & Silvia de Almeida & Susana Batista, 2020. "Student segregation across and within schools. The case of the Portuguese public school system," Nova SBE Working Paper Series wp633, Universidade Nova de Lisboa, Nova School of Business and Economics.
    8. Mora, Ricardo & Ruiz-Castillo, Javier, 2003. "An evaluation of an entropy based index of segregation," UC3M Working papers. Economics we034014, Universidad Carlos III de Madrid. Departamento de Economía.
    9. Tugce Cuhadaroglu, 2013. "My Group Beats Your Group: Evaluating Non-Income Inequalities," Discussion Paper Series, School of Economics and Finance 201308, School of Economics and Finance, University of St Andrews.
    10. Oscar Volij & David Frankel, 2004. "Measuring Segregation," Econometric Society 2004 North American Summer Meetings 210, Econometric Society.
    11. Rohini Somanathan, 2016. "Group Inequality in Democracies: Lessons from Cross-National Experiences," Working Papers id:11335, eSocialSciences.
    12. Marta Martínez Matute & Pedro S. Martins, 2022. "How representative are social partners in Europe? The role of dissimilarity," LABOUR, CEIS, vol. 36(4), pages 424-444, December.
    13. Francesco Andreoli & Claudio Zoli, 2015. "Measuring the interaction dimension of segregation: the Gini-Exposure index," Working Papers 30/2015, University of Verona, Department of Economics.
    14. Carlos Gradín, 2013. "Conditional occupational segregation of minorities in the US," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(4), pages 473-493, December.
    15. Coral del Río & Olga Alonso-Villar, 2010. "Occupational segregation measures: A role for status," Working Papers 167, ECINEQ, Society for the Study of Economic Inequality.
    16. Olga Alonso-Villar & Coral Río, 2013. "Occupational segregation in a country of recent mass immigration: evidence from Spain," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 109-134, February.
    17. Alonso-Villar, Olga & del Río, Coral, 2010. "Local versus overall segregation measures," Mathematical Social Sciences, Elsevier, vol. 60(1), pages 30-38, July.
    18. Coral Río & Olga Alonso-Villar, 2010. "Gender Segregation in the Spanish Labor Market: An Alternative Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 98(2), pages 337-362, September.
    19. Matthew Gentzkow & Jesse M. Shapiro & Matt Taddy, 2019. "Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech," Econometrica, Econometric Society, vol. 87(4), pages 1307-1340, July.
    20. Frankel, David M. & Volij, Oscar, 2011. "Measuring school segregation," Journal of Economic Theory, Elsevier, vol. 146(1), pages 1-38, January.

    More about this item

    Keywords

    Atkinson;

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cte:werepe:31803. 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: Ana Poveda (email available below). General contact details of provider: http://www.eco.uc3m.es/ .

    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.