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Theoretical Simulation in Health Economics: An application to Grossman's Model of Investment in Health Capital

Author

Listed:
  • Katerina Koka
  • Audrey Laporte
  • Brian Ferguson

Abstract

In this paper we argue on the merits of theoretical simulation, a widely used technique in other areas of theoretical economics, to extending the phase diagram analysis of the Grossman's 1972 model of investment in health capital. We argue that theoretical simulations are particularly useful when considering problems with multiple state variables. To illustrate, we perform simulations with varying assumptions of health depreciation rates and conditional survival probabilities and generate time-plots for the evolution of health capital and health investments over individual finite lifetimes.

Suggested Citation

  • Katerina Koka & Audrey Laporte & Brian Ferguson, 2014. "Theoretical Simulation in Health Economics: An application to Grossman's Model of Investment in Health Capital," Working Papers 140010, Canadian Centre for Health Economics.
    • Handle: RePEc:cch:wpaper:140010
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    References listed on IDEAS

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    1. Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1.
    2. Carbone, Jared C. & Kverndokk, Snorre, 2014. "Individual investments in education and health," HERO Online Working Paper Series 2014:1, University of Oslo, Health Economics Research Programme.
    3. Ehrlich, Isaac & Chuma, Hiroyuki, 1990. "A Model of the Demand for Longevity and the Value of Life Extension," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 761-782, August.
    4. Forster, Bruce A, 1989. "Optimal Health Investment Strategies," Bulletin of Economic Research, Wiley Blackwell, vol. 41(1), pages 45-57, January.
    5. Forster, Martin, 2001. "The meaning of death: some simulations of a model of healthy and unhealthy consumption," Journal of Health Economics, Elsevier, vol. 20(4), pages 613-638, July.
    6. Eisenring, Christoph, 1999. "Comparative dynamics in a health investment model," Journal of Health Economics, Elsevier, vol. 18(5), pages 653-658, October.
    7. Oniki, Hajime, 1973. "Comparative dynamics (sensitivity analysis) in optimal control theory," Journal of Economic Theory, Elsevier, vol. 6(3), pages 265-283, June.
    8. Ried, Walter, 1998. "Comparative dynamic analysis of the full Grossman model," Journal of Health Economics, Elsevier, vol. 17(4), pages 383-425, August.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Burggraf, Christine, 2017. "Russian demand for dietary quality: Nutrition transition, diet quality measurement, and health investment theory," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 86, number 86, September.
    2. Li, Hui & Li, Yue & Zheng, Guoliang & Zhou, You, 2024. "Interaction between household energy consumption and health: A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    3. Jared C. Carbone & Snorre Kverndokk, 2016. "Individual Investments in Education and Health: Policy Responses and Interactions," CESifo Working Paper Series 6154, CESifo.
    4. repec:zbw:iamost:269539 is not listed on IDEAS
    5. Audrey Laporte, 2014. "Should the Grossman model of investment in health capital retain its iconic status?," Working Papers 140003, Canadian Centre for Health Economics, revised Jan 2015.
    6. Burggraf, Christine, 2017. "Russian demand for dietary quality: Nutrition transition, diet quality measurement, and health investment theory," Studies on the Agricultural and Food Sector in Transition Economies 269539, Institute of Agricultural Development in Transition Economies (IAMO).

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    More about this item

    Keywords

    Theoretical simulation; grossman model; health capital;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques

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