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

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  • Irina, Mozhaeva

Abstract

This research aims at estimating association between socioeconomic and psychosocial factors on the one hand and health in Latvia on the other hand. While information on association between socioeconomic determinants of population health in Latvia is scarce, effect of psychosocial resources on individual health in this country hasn’t been estimated before. We find empirical support for the association between different psychosocial factors and physical health in Latvia. This paper proposes new approach for modelling self-assessed health. We find that the concept of health is too complicated to measure effects of health determinants using a one-dimensional econometric model. We apply two-dimensional stereotype logistic model that allows capturing nonmonotonicity in effects of factors and revealing significant effects that remain unseen if single dimension models, such as ordered logit or ordered probit, are used. Modelling self-assessed health using multi-dimensional stereotype logit provides higher model goodness of fit and quality measures in comparison to ordered probit model.

Suggested Citation

  • Irina, Mozhaeva, 2009. "Multidimensional health modeling: Association between socioeconomic and psychosocial factors and health in Latvia," MPRA Paper 34634, University Library of Munich, Germany, revised 01 Aug 2010.
    • Handle: RePEc:pra:mprapa:34634
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    References listed on IDEAS

    as
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    More about this item

    Keywords

    self-assessed health; socioeconomic determinants; psychosocial factors; nonmonotonicity; stereotype logit;
    All these keywords.

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I10 - Health, Education, and Welfare - - Health - - - General

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