Scaling methods for categorical self-assessed health measures
AbstractThe lack of a continuous health valuation is a major drawback in health analyses over broad populations. The use of categorical health variables to estimate a continuous health variable is an usual procedure in healthstudies. The most common approaches (ordered probit/logit model and interval regression model) do not admit any skewness in the distribution of health. In the present study a new procedure is suggested, that is attaching a log-normal distribution to health values. Different scaling procedures have been compared, with data obtained from the Catalan Health Survey (2006). The validity of the scaling approaches is assessed by measuring to what extent the health values derived from categorical health variables suit the actual health values. Two different health tariffs have been used for each procedure (VAS tariff and TTO tariff), so that the results are robust to the selection of a metric. In general, models under log normality outperform the other approaches.
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Bibliographic InfoPaper provided by Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie) in its series Working Papers. Serie AD with number 2010-01.
Length: 30 pages
Date of creation: Jan 2010
Date of revision:
Publication status: Published by Ivie
Health-Related Quality of Life; Health Measurement; Interval;
Find related papers by JEL classification:
- C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
- I10 - Health, Education, and Welfare - - Health - - - General
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-07-03 (All new papers)
- NEP-ECM-2010-07-03 (Econometrics)
- NEP-HEA-2010-07-03 (Health Economics)
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.:
- Martin Menner, 2009.
"The role for search frictions for output and inflation dynamics: A Bayesian assessment,"
Working Papers. Serie AD
2009-06, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Martin Menner, 2007. "The role of search frictions for output and inflation dynamics: a Bayesian assessment," Economics Working Papers we076235, Universidad Carlos III, Departamento de Economía.
- Groot, Wim, 2000. "Adaptation and scale of reference bias in self-assessments of quality of life," Journal of Health Economics, Elsevier, vol. 19(3), pages 403-420, May.
- 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.
- Jorgen Lauridsen & Terkel Christiansen & Unto Häkkinen, 2004. "Measuring inequality in self-reported health-discussion of a recently suggested approach using Finnish data," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 725-732.
- Busschbach, Jan J. V. & McDonnell, Joseph & Essink-Bot, Marie-Louise & van Hout, Ben A., 1999. "Estimating parametric relationships between health description and health valuation with an application to the EuroQol EQ-5D," Journal of Health Economics, Elsevier, vol. 18(5), pages 551-570, October.
- Lilia Maliar & Fernando Valli & Serguei Maliar, 2009.
"Solving the incomplete markets model with aggregate uncertainty using the Krusell-Smith algorithm,"
Working Papers. Serie AD
2009-03, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Maliar, Lilia & Maliar, Serguei & Valli, Fernando, 2010. "Solving the incomplete markets model with aggregate uncertainty using the Krusell-Smith algorithm," Journal of Economic Dynamics and Control, Elsevier, vol. 34(1), pages 42-49, January.
- Lilia Maliar & Fernando Valli & Seguei Maliar, 2009. "Matlab code for "Solving the incomplete markets model with aggregate uncertainty using the Krusell-Smith algorithm"," QM&RBC Codes 180, Quantitative Macroeconomics & Real Business Cycles.
- Jorge Gonzalez Chapela, 2011.
"Recreation, home production, and intertemporal substitution of female labor supply: evidence on the intensive margin,"
Review of Economic Dynamics,
Elsevier for the Society for Economic Dynamics, vol. 14(3), pages 532-548, July.
- Jorge Gonzalez Chapela, 2011. "Code and data files for "Recreation, home production, and intertemporal substitution of female labor supply: evidence on the intensive margin"," Computer Codes 08-206, Review of Economic Dynamics.
- Jorge González-Chapela, 2011. "Recreation, home production and intertemporal substitution of female labor supply: evidence on the intensive margin," Working Papers. Serie AD 2011-04, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
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