Multidimensional health modeling: Association between socioeconomic and psychosocial factors and health in Latvia
AbstractThis 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.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 34634.
Date of creation: 01 Oct 2009
Date of revision: 01 Aug 2010
self-assessed health; socioeconomic determinants; psychosocial factors; nonmonotonicity; stereotype logit;
Find related papers by 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
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Fabrice Etilé & Carine Milcent, 2006.
"Income-related reporting heterogeneity in self-assessed health: evidence from France,"
John Wiley & Sons, Ltd., vol. 15(9), pages 965-981.
- Fabrice Etilé & Carine Milcent, 2006. "Income-related reporting heterogeneity in self-assessed health: evidence from France," PSE Working Papers halshs-00590524, HAL.
- Florence Jusot & Michel Grignon & Paul Dourgnon, 2007.
"Psychosocial resources and social health inequalities in France: Exploratory findings from a general population survey,"
DT6, IRDES institut for research and information in health economics, revised Nov 2007.
- Florence Jusot & Michel Grignon & Paul Dourgnon, 2007. "Psychosocial Resources and Social Health Inequalities in France: Exploratory Findings from a General Population Survey," Centre for Health Economics and Policy Analysis Working Paper Series 2007-05, Centre for Health Economics and Policy Analysis (CHEPA), McMaster University, Hamilton, Canada.
- 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.
- 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.
- Iversen, Tor, 2009. "An exploratory study of associations between social capital and selfassessed health in Norway," HERO On line Working Paper Series 2007:9, Oslo University, Health Economics Research Programme.
- 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.
- Humphries, Karin H. & van Doorslaer, Eddy, 2000.
"Income-related health inequality in Canada,"
Social Science & Medicine,
Elsevier, vol. 50(5), pages 663-671, March.
- Böckerman, Petri & Ilmakunnas, Pekka, 2007.
"Unemployment and self-assessed health: Evidence from panel data,"
1798, University Library of Munich, Germany.
- Petri Böckerman & Pekka Ilmakunnas, 2009. "Unemployment and self-assessed health: evidence from panel data," Health Economics, John Wiley & Sons, Ltd., vol. 18(2), pages 161-179.
- 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.
- Dourgnon, Paul & Grignon, Michel & Jusot, Florence, 2007. "Psychosocial resources and social health inequalities in France : Exploratory findings from a general population survey," Economics Papers from University Paris Dauphine 123456789/7007, Paris Dauphine University.
- repec:hal:wpaper:halshs-00590524 is not listed on IDEAS
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ekkehart Schlicht).
If references are entirely missing, you can add them using this form.