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Multidimensional health modeling: Association between socioeconomic and psychosocial factors and health in Latvia

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  • Irina, Mozhaeva
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    Abstract

    This research aims at estimating impact of socioeconomic and psychosocial factors on health outcomes in Latvia. We find empirical support for the association between psychosocial factors and health. This paper proposes new approach for modeling health. We find that concept of health is too complicated to measure effects of health determinants using a one-dimensional model. We apply two-dimensional stereotype logistic model that allows capturing nonmonotonicity in effects of latent factors and revealing significant effects that would remain unseen if single dimension models, such as ordered logit or probit, were used.

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    File URL: http://mpra.ub.uni-muenchen.de/24626/
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    Bibliographic Info

    Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 24626.

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    Date of creation: 01 Oct 2009
    Date of revision: 01 Aug 2010
    Handle: RePEc:pra:mprapa:24626

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    Related research

    Keywords: self-assessed health; socioeconomic determinants; psychosocial factors; nonmonotonicity; stereotype logit;

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    1. Humphries, K.H. & Van Doorslaer, E., 1998. "Income-Related Health Inequality in Canada," Centre for Health Services and Policy Research 98:10d, University of British Columbia - Centre for Health Services and Policy Research..
    2. Florence Jusot & Michel Grignon & Paul Dourgnon, 2007. "Psychosocial resources and social health inequalities in France: Exploratory findings from a general population survey," Social and Economic Dimensions of an Aging Population Research Papers 189, McMaster University.
    3. Fabrice Etilé & Carine Milcent, 2006. "Income-related reporting heterogeneity in self-assessed health: evidence from France," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 965-981.
    4. Iversen, Tor, 2008. "An exploratory study of associations between social capital and self-assessed health in Norway," Health Economics, Policy and Law, Cambridge University Press, vol. 3(04), pages 349-364, October.
    5. Dunn, James R. & Veenstra, Gerry & Ross, Nancy, 2006. "Psychosocial and neo-material dimensions of SES and health revisited: Predictors of self-rated health in a Canadian national survey," Social Science & Medicine, Elsevier, vol. 62(6), pages 1465-1473, March.
    6. Doorslaer, Eddy van & Jones, Andrew M., 2003. "Inequalities in self-reported health: validation of a new approach to measurement," Journal of Health Economics, Elsevier, vol. 22(1), pages 61-87, January.
    7. Thomas F. Crossley & Steven Kennedy, 2000. "The Stability of Self Assessed Health Status," Social and Economic Dimensions of an Aging Population Research Papers 26, McMaster University.
    8. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
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