IDEAS home Printed from https://ideas.repec.org/a/bla/socsci/v95y2014i3p894-904.html
   My bibliography  Save this article

A General Approach to Effect Decomposition

Author

Listed:
  • Feng Hou

Abstract

type="main"> This article illustrates the commonality among the Oaxaca decomposition, mediation analysis, and path analysis used in various social science fields to decompose the effect of a predictor on the outcome into constituent components. A general approach is proposed that extends the Oaxaca decomposition to continuous predictors. It also removes one critical restriction on covariates in mediation analysis. An empirical example shows that the effect of fathers’ education on children's years of schooling primarily works through children's early skill development and educational aspirations. The proposed approach is easy to implement since it requires only two pieces of information: simple correlations and standardized regression coefficients.

Suggested Citation

  • Feng Hou, 2014. "A General Approach to Effect Decomposition," Social Science Quarterly, Southwestern Social Science Association, vol. 95(3), pages 894-904, September.
    • Handle: RePEc:bla:socsci:v:95:y:2014:i:3:p:894-904
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/ssqu.12074
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    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. Feng Hou & Yuqian Lu, 2017. "International students, immigration and earnings growth: the effect of a pre-immigration host-country university education," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-24, December.
    2. Feng Hou, 2017. "The resettlement of Vietnamese refugees across Canada over three decades," WIDER Working Paper Series 188, World Institute for Development Economic Research (UNU-WIDER).
    3. Sunoong Hwang & Heeju Shin, 2023. "Gender Gap in Mental Health during the COVID-19 Pandemic in South Korea: A Decomposition Analysis," IJERPH, MDPI, vol. 20(3), pages 1-14, January.
    4. Christoph Schimmele & Feng Hou & Max Stick, 2023. "Poverty among racialized groups across generations," Economic and Social Reports 202300800002e, Statistics Canada, Analytical Studies and Modelling Branch.
    5. Feng Hou, 2017. "The resettlement of Vietnamese refugees across Canada over three decades," WIDER Working Paper Series wp-2017-188, World Institute for Development Economic Research (UNU-WIDER).
    6. Aneta Bonikowska & Feng Hou & Garnett Picot, 2017. "New Immigrants Seeking New Places: The Role of Policy Changes in the Regional Distribution of New Immigrants to Canada," Growth and Change, Wiley Blackwell, vol. 48(1), pages 174-190, March.

    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. Christofides, Louis N. & Pashardes, Panos, 2002. "Self/paid-employment, public/private sector selection, and wage differentials," Labour Economics, Elsevier, vol. 9(6), pages 737-762, December.
    2. Jacobson, Jerry Owen & Robinson, Paul & Bluthenthal, Ricky N., 2007. "A multilevel decomposition approach to estimate the role of program location and neighborhood disadvantage in racial disparities in alcohol treatment completion," Social Science & Medicine, Elsevier, vol. 64(2), pages 462-476, January.
    3. Thomas Dohmen & Hartmut Lehmann & Anzelika Zaiceva, 2008. "The Gender Earnings Gap inside a Russian Firm: First Evidence from Personnel Data - 1997 to 2002 ; Updated Version," ESCIRRU Working Papers 6, DIW Berlin, German Institute for Economic Research.
    4. Mizunoya, Suguru & Mitra, Sophie & Yamasaki, Izumi, 2018. "Disability and school attendance in 15 low- and middle-income countries," World Development, Elsevier, vol. 104(C), pages 388-403.
    5. John Gibson & Trinh Le & Steven Stillman, 2007. "What explains the wealth gap between immigrants and the New Zealand born?," New Zealand Economic Papers, Taylor & Francis Journals, vol. 41(2), pages 131-162.
    6. Cattaneo, Maria Alejandra & Wolter, Stefan C., 2012. "Migration Policy Can Boost PISA Results: Findings from a Natural Experiment," IZA Discussion Papers 6300, Institute of Labor Economics (IZA).
    7. Jakub Picka, 2014. "Problém "public-private pay gap" v České republice [The Public-Private Pay Gap in the Czech Republic]," Politická ekonomie, Prague University of Economics and Business, vol. 2014(5), pages 662-682.
    8. Eva Rueckert, 2003. "Bootstrapping the European Gender Wage Gap," Working Papers E04, Department of Economics, School of Management and Languages, Heriot Watt University.
    9. James P. Ziliak, 2003. "Income Transfers and Assets of the Poor," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 63-76, February.
    10. Philippe Adair & Hassiba Gherbi, 2020. "The Youth Gender gap in North Africa: Income differentials and Informal Employment," Erudite Working Paper 2020-06, Erudite.
    11. Frank Walsh & Eric Strobl, 1999. "Changes in the gender wage gap and the returns to firm specific human capital," Working Papers 199907, School of Economics, University College Dublin.
    12. Mick Brookes & Timothy Hinks & Duncan Watson, 2001. "Comparisons in Gender Wage Differentials and Discrimination between Germany and the United Kingdom," LABOUR, CEIS, vol. 15(3), pages 393-414, September.
    13. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    14. Zorlu, Aslan, 2011. "Ethnic Disparities in the Graduate Labour Market," IZA Discussion Papers 6159, Institute of Labor Economics (IZA).
    15. Aswini Kumar Mishra & Vedant Bhardwaj, 2021. "Wealth distribution and accounting for changes in wealth inequality: empirical evidence from India, 1991–2012," Economic Change and Restructuring, Springer, vol. 54(2), pages 585-620, May.
    16. Stefanie Schurer & Daniel Kuehnle & Anthony Scott & Terence C. Cheng, 2016. "A Man's Blessing or a Woman's Curse? The Family Earnings Gap of Doctors," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(3), pages 385-414, July.
    17. Ricardo Pagán & Andrés J. Marchante, 2004. "Análisis de las diferencias salariales por discapacidad en España: el caso de los varones," Hacienda Pública Española / Review of Public Economics, IEF, vol. 171(4), pages 75-100, december.
    18. Gabriel Montes-Rojas & Lucas Siga & Ram Mainali, 2017. "Mean and quantile regression Oaxaca-Blinder decompositions with an application to caste discrimination," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(3), pages 245-255, September.
    19. Emilia Ene Jones & Florent Sari, 2016. "L’adresse contribue-t-elle à expliquer les écarts de salaires ?. Le cas de jeunes sortant du système scolaire," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(1), pages 203-244.
    20. Pilar González & Maria Clementina Santos & Luís Delfim Santos, 2005. "The Gender Wage Gap in Portugal: Recent Evolution and Decomposition," CEF.UP Working Papers 0505, Universidade do Porto, Faculdade de Economia do Porto.

    More about this item

    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:bla:socsci:v:95:y:2014:i:3:p:894-904. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0038-4941 .

    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.