Modelling Socioeconomic and Health Determinants of Health Care Use: A Semiparametric Approach

Health Economics, Vol. 16, No. 9, 2007

MEA Discussion Paper No. 145-07

23 Pages Posted: 10 Aug 2009 Last revised: 11 Aug 2009

Date Written: March 1, 2007

Abstract

This paper suggests bivariate semiparametric index models as a tool for modelling the interplay of socioeconomic and health characteristics in determining health care utilisation. These models allow for a fully nonparametric relationship between socioeconomic status, health care need and care utilisation. The only parametric restriction imposed is that multiple socioeconomic and health indicators can be aggregated into two distinct indices that measure the broader concepts of socioeconomic status and health care need, respectively. We demonstrate the usefulness of this class of models based on an illustrative empirical example. The estimations highlight complex interactions of socioeconomic status and health care need in determining care use, which may be difficult to grasp via standard parametric modelling approaches.

Keywords: Semiparametric Methods, Health Care Utilisation

Suggested Citation

Maurer, Jürgen, Modelling Socioeconomic and Health Determinants of Health Care Use: A Semiparametric Approach (March 1, 2007). Health Economics, Vol. 16, No. 9, 2007, MEA Discussion Paper No. 145-07, Available at SSRN: https://ssrn.com/abstract=1445297

Jürgen Maurer (Contact Author)

University of Mannheim

Universitaetsbibliothek Mannheim
Zeitschriftenabteilung
Mannheim, 68131
Germany

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