[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp8672.html
   My bibliography  Save this paper

An Analysis of Sibling Correlations in Health Using Latent Variable Models

Author

Listed:
  • Halliday, Timothy J.

    (University of Hawaii at Manoa)

  • Mazumder, Bhashkar

    (Federal Reserve Bank of Chicago)

Abstract
We investigate sibling correlations in health status using the Panel Study of Income Dynamics and Bayesian methods that allow us to estimate the covariance structure of a system of latent variable equations. Across a battery of outcomes, we estimate that between 50% and 60% of health status can be attributed to familial or neighborhood characteristics. Taking the principal component across all outcomes, we obtain a sibling correlation of about 53%. These estimates, which are larger than previous estimates of sibling correlations in health that rely on linear models, are more in-line with sibling correlations in income and suggest that health status, like other measures of socioeconomic success, is strongly influenced by family background. Therefore, efforts to improve the circumstances of families and communities may potentially lead to improved childhood health today and also reduce future health disparities.

Suggested Citation

  • Halliday, Timothy J. & Mazumder, Bhashkar, 2014. "An Analysis of Sibling Correlations in Health Using Latent Variable Models," IZA Discussion Papers 8672, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp8672
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp8672.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Schnitzlein, Daniel D., 2014. "How Important Is the Family? Evidence from Sibling Correlations in Permanent Earnings in the USA, Germany, and Denmark," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 69-89.
    2. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    3. Mazumder Bhashkar, 2011. "Family and Community Influences on Health and Socioeconomic Status: Sibling Correlations Over the Life Course," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(3), pages 1-23, September.
    4. Björklund Anders & Lindahl Lena & Lindquist Matthew J., 2010. "What More Than Parental Income, Education and Occupation? An Exploration of What Swedish Siblings Get from Their Parents," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-40, November.
    5. Björklund, Anders & Jäntti, Markus, 2012. "How important is family background for labor-economic outcomes?," Labour Economics, Elsevier, vol. 19(4), pages 465-474.
    6. Bhashkar Mazumder, 2008. "Sibling similarities and economic inequality in the US," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 685-701, July.
    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. John Cawley & Euna Han & Jiyoon Kim & Edward C. Norton, 2019. "Testing for family influences on obesity: The role of genetic nurture," Health Economics, John Wiley & Sons, Ltd., vol. 28(7), pages 937-952, July.
    2. Evelina Björkegren & Mikael Lindahl & Mårten Palme & Emilia Simeonova, 2022. "Pre- and Post-Birth Components of Intergenerational Persistence in Health and Longevity: Lessons from a Large Sample of Adoptees," Journal of Human Resources, University of Wisconsin Press, vol. 57(1), pages 112-142.
    3. Elisabeth Bügelmayer & Daniel D. Schnitzlein, 2018. "Is it the family or the neighborhood? Evidence from sibling and neighbor correlations in youth education and health," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(3), pages 369-388, September.
    4. Cawley, John & Han, Euna & Kim, Jiyoon & Norton, Edward C., 2023. "Genetic nurture in educational attainment," Economics & Human Biology, Elsevier, vol. 49(C).
    5. Carsten Andersen, 2019. "Intergenerational Health Mobility: Evidence from Danish Registers," Economics Working Papers 2019-04, Department of Economics and Business Economics, Aarhus University.
    6. Bhashkar Mazumder, 2018. "Intergenerational Mobility in the United States: What We Have Learned from the PSID," The ANNALS of the American Academy of Political and Social Science, , vol. 680(1), pages 213-234, November.
    7. Giuntella, Osea, 2017. "Why does the health of Mexican immigrants deteriorate? New evidence from linked birth records," Journal of Health Economics, Elsevier, vol. 54(C), pages 1-16.
    8. Timothy J. Halliday & Bhashkar Mazumder & Ashley Wong, 2020. "The intergenerational transmission of health in the United States: A latent variables analysis," Health Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 367-381, March.
    9. Carsten Andersen, 2021. "Intergenerational health mobility: Evidence from Danish registers," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3186-3202, December.

    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. Timothy Halliday & Bhashkar Mazumder, 2014. "A Bayesian Analysis of Sibling Correlations in Health," Working Papers 201426, University of Hawaii at Manoa, Department of Economics.
    2. Björklund, Anders & Jäntti, Markus, 2012. "How important is family background for labor-economic outcomes?," Labour Economics, Elsevier, vol. 19(4), pages 465-474.
    3. Anger, Silke & Schnitzlein, Daniel D., 2013. "Like Brother, Like Sister? The Importance of Family Background for Cognitive and Non-Cognitive Skills," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 80052, Verein für Socialpolitik / German Economic Association.
    4. Schnitzlein, Daniel D., 2014. "How Important Is the Family? Evidence from Sibling Correlations in Permanent Earnings in the USA, Germany, and Denmark," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 69-89.
    5. Bhashkar Mazumder, 2018. "Intergenerational Mobility in the United States: What We Have Learned from the PSID," The ANNALS of the American Academy of Political and Social Science, , vol. 680(1), pages 213-234, November.
    6. Céline Lecavelier des Etangs-Levallois & Arnaud Lefranc, 2017. "Sibling correlations in terms of education, profession and earnings, in France," THEMA Working Papers 2017-12, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    7. Emran, M. Shahe & Shilpi, Forhad, 2015. "Gender, Geography, and Generations: Intergenerational Educational Mobility in Post-Reform India," World Development, Elsevier, vol. 72(C), pages 362-380.
    8. Elisabeth Bügelmayer & Daniel D. Schnitzlein, 2018. "Is it the family or the neighborhood? Evidence from sibling and neighbor correlations in youth education and health," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(3), pages 369-388, September.
    9. Markus Jäntti & Stephen P. Jenkins, 2013. "Income Mobility," SOEPpapers on Multidisciplinary Panel Data Research 607, DIW Berlin, The German Socio-Economic Panel (SOEP).
    10. Ainhoa Aparicio-Fenoll & Veruska Oppedisano, 2016. "Should I stay or should I go? Sibling effects in household formation," Review of Economics of the Household, Springer, vol. 14(4), pages 1007-1027, December.
    11. Julia Bredtmann & Nina Smith, 2018. "Inequalities in Educational Outcomes: How Important Is the Family?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 80(6), pages 1117-1144, December.
    12. Karin Eriksson & Randi Hjalmarsson & Matthew Lindquist & Anna Sandberg, 2016. "The importance of family background and neighborhood effects as determinants of crime," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(1), pages 219-262, January.
    13. Schnitzlein, Daniel D. & Wunder, Christoph, 2016. "Are We Architects of Our Own Happiness? The Importance of Family Background for Well-Being," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 16(1), pages 125-149.
    14. Mohammad H. Sepahvand & Roujman Shahbazian, 2021. "Sibling correlation in risk attitudes: evidence from Burkina Faso," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(1), pages 45-72, March.
    15. Schnitzlein, Daniel D., 2012. "How important is cultural background for the level of intergenerational mobility?," Economics Letters, Elsevier, vol. 114(3), pages 335-337.
    16. Eschelbach Martina, 2015. "Family Culture and Fertility Outcomes – Evidence from American Siblings," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(3), pages 246-267, June.
    17. Vladasel, Theodor & Lindquist, Matthew J. & Sol, Joeri & van Praag, Mirjam, 2021. "On the origins of entrepreneurship: Evidence from sibling correlations," Journal of Business Venturing, Elsevier, vol. 36(5).
    18. Silke Anger & Daniel D. Schnitzlein, 2017. "Cognitive skills, non-cognitive skills, and family background: evidence from sibling correlations," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(2), pages 591-620, April.
    19. Eschelbach Martina, 2015. "Family Background and Educational Attainment – Are there Birth Order Effects in Germany?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(1), pages 41-60, February.
    20. Tilbe Atav & Cornelius A. Rietveld & Hans van Kippersluis, 2023. "The impact of family background on educational attainment in Dutch birth cohorts 1966-1995," Tinbergen Institute Discussion Papers 23-066/V, Tinbergen Institute.

    More about this item

    Keywords

    health; intergenerational mobility; sibling correlations; latent variable;
    All these keywords.

    JEL classification:

    • I0 - Health, Education, and Welfare - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J0 - Labor and Demographic Economics - - General
    • D3 - Microeconomics - - Distribution
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion

    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:iza:izadps:dp8672. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.