Skip to main content

The MIMIC health status index

what it is and what it does

  • Chapter
Econometrics of Health Care

Abstract

During the last decade a huge progress in econometric studies has been made in developing models with so-called latent or unobservable variables.1 In this paper we apply the latent variable technique in the field of the health care sector. Health, being one of the most predominant explanatory variables for health indicators like the use of health care facilities or sick-leave, is an outstanding example of a latent variable. During the last years some studies have appeared specifying health as a latent variable.2 One of the profits of these MIMIC-models3 is that it yields an ‘index of the health status’. This MIMIC-Health Status Index (MIMIC-HSI) is fully characterized by its causes (health determining factors) and by its indicators (health indicators).

A previous version of this article has been presented at the European Meeting of the Econometric Society, Dublin, September 1982.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Aigner, D. J. and Goldberger, A. S. (eds.) (1977), Latent Variables in Socio-Economic Models, North Holland.

    Google Scholar 

  • Berg, R. L. (1973), Health Status Indexes: Proceedings of a Conference Conducted by Health Services Research, Tucson, Arizona, Chicago Hospital Research and Educational Trust.

    Google Scholar 

  • Goldberger, A. S. (1972), ‘Maximum-likelihood Estimation of Regressions Containing Unobservable Independent Variables’, International Economic Review 13, 1–15.

    Article  Google Scholar 

  • Grossman, M. (1972), The Demand for Health: A Theoretical and Empirical Investigation, Columbia University Press, New York.

    Google Scholar 

  • Hooijmans, E. M. and van de Ven, W. P. M. M. (1982), ‘Implementing a Health Status Index in a Structural Health Care Model’, In J. van der Gaag, B. Neenan and T. Tsukahara (eds.), Economics of Health Care, Praeger, pp. 302–330.

    Google Scholar 

  • Jöreskog, K. G. and Goldberger, A. S. (1975), ‘Estimation of a Model with Multiple Indicators and Multiple Causes of a Single Latent Variable’, Journal of the American Statistical Association 70, 631–639.

    Article  Google Scholar 

  • Lee, Lung-Fei (1982), ‘Health and Wage: A Simultaneous Equation Model with Multiple Discrete Indicators’, International Economic Review 23, 199–221.

    Article  Google Scholar 

  • Robinson, P. M. and Ferrara, M. C. (1977), ‘The Estimation of a Model for an Unobservable Variable with Endogenous Causes’, In D. J. Aigner and A. S. Goldberger (eds.), Latent Variables in Socio-economic Models, North-Holland Publ. Co., Amsterdam, pp. 131–142.

    Google Scholar 

  • Siegel, S. (1956), Nonparametric Statistics for the Behavioral Sciences, McGraw Hill.

    Google Scholar 

  • Van de Ven, W. P. M. M. and van der Gaag, J. (1982), ‘Health as an Unobservable: A MIMIC-model for Health-care Demand’, Journal of Health Economics 1, 157–183.

    Article  Google Scholar 

  • Wolfe, B. and van der Gaag, J. (1981), ‘A New Health Status Index for Children’, In J. van der Gaag and M. Perlman (eds.), Health, Economics and Health Economics, North Holland Publ. Co., pp. 283–304.

    Google Scholar 

  • Zellner, A. (1970), ‘Estimation of Regression Relationships Containing Unobservable Independent Variables’, International Economic Review 11, 441–454.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1991 Kluwer Academic Publishers

About this chapter

Cite this chapter

van de Ven, W.P.M.M., Hooijmans, E.M. (1991). The MIMIC health status index. In: Duru, G., Paelinck, J.H.P. (eds) Econometrics of Health Care. Advanced Studies in Theoretical and Applied Econometrics, vol 20. Springer, Dordrecht. https://doi.org/10.1007/978-94-009-2051-4_2

Download citation

  • DOI: https://doi.org/10.1007/978-94-009-2051-4_2

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-010-7420-9

  • Online ISBN: 978-94-009-2051-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics