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 search 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. 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).
    5. 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. Indrani Chakraborty & Achin Chakraborty, 2010. "Female Work Participation and Gender Differential in Earning in West Bengal, India," Journal of Quantitative Economics, The Indian Econometric Society, vol. 8(2), pages 98-114.
    2. Marco Caliendo & Frank M. Fossen & Alexander Kritikos & Miriam Wetter, 2015. "The Gender Gap in Entrepreneurship: Not just a Matter of Personality," CESifo Economic Studies, CESifo, vol. 61(1), pages 202-238.
    3. 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.
    4. 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.
    5. Martti Kaila & Emily Nix & Krista Riukula, 2021. "Disparate Impacts of Job Loss by Parental Income and Implications for Intergenerational Mobility," Opportunity and Inclusive Growth Institute Working Papers 53, Federal Reserve Bank of Minneapolis.
    6. 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.
    7. Cowan, Benjamin & Schwab, Benjamin, 2016. "Employer-sponsored health insurance and the gender wage gap," Journal of Health Economics, Elsevier, vol. 45(C), pages 103-114.
    8. Sami Napari, 2008. "The Early‐career Gender Wage Gap among University Graduates in the Finnish Private Sector," LABOUR, CEIS, vol. 22(4), pages 697-733, December.
    9. 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.
    10. 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.
    11. Button, Patrick & Walker, Brigham, 2020. "Employment discrimination against Indigenous Peoples in the United States: Evidence from a field experiment," Labour Economics, Elsevier, vol. 65(C).
    12. 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).
    13. 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.
    14. repec:pra:mprapa:48888 is not listed on IDEAS
    15. Adam Pilny, 2017. "Explaining Differentials in Subsidy Levels Among Hospital Ownership Types in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 566-581, May.
    16. Melissa A. Thomasson, 2003. "The Importance of Group Coverage: How Tax Policy Shaped U.S. Health Insurance," American Economic Review, American Economic Association, vol. 93(4), pages 1373-1384, September.
    17. Eva Rueckert, 2003. "Bootstrapping the European Gender Wage Gap," Working Papers E04, Department of Economics, School of Management and Languages, Heriot Watt University.
    18. 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.
    19. Philippe Adair & Hassiba Gherbi, 2020. "The Youth Gender gap in North Africa: Income differentials and Informal Employment," Erudite Working Paper 2020-06, Erudite.
    20. 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.
    21. 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.

    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.