IDEAS home Printed from https://ideas.repec.org/p/cch/wpaper/140010.html
   My bibliography  Save this paper

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
    as

    Download full text from publisher

    File URL: http://www.canadiancentreforhealtheconomics.ca/wp-content/uploads/2014/06/Koka-et-al.pdf
    File Function: First version, 2014
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1, June.
    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

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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.
    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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martin Forster, "undated". "The meaning of death: some numerical simulations of a model of healthy and unhealthy consumption," Discussion Papers 00/34, Department of Economics, University of York.
    2. Bolin, Kristian & Lindgren, Björn, 2016. "Non-monotonic health behaviours – implications for individual health-related behaviour in a demand-for-health framework," Journal of Health Economics, Elsevier, vol. 50(C), pages 9-26.
    3. 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.
    4. Gjerde, Jon & Grepperud, Sverre & Kverndokk, Snorre, 2009. "On adaptation, life-extension possibilities and the demand for health," HERO Online Working Paper Series 2001:7, University of Oslo, Health Economics Research Programme.
    5. Jon Gjerde & Sverre Grepperud & Snorre Kverndokk, 2005. "On adaptation and the demand for health," Applied Economics, Taylor & Francis Journals, vol. 37(11), pages 1283-1301.
    6. Dragone, Davide & Strulik, Holger, 2020. "Negligible senescence: An economic life cycle model for the future," Journal of Economic Behavior & Organization, Elsevier, vol. 171(C), pages 264-285.
    7. Titus J. Galama & Hans van Kippersluis, 2013. "Health Inequalities through the Lens of Health-Capital Theory: Issues, Solutions, and Future Directions," Research on Economic Inequality, in: Health and Inequality, volume 21, pages 263-284, Emerald Group Publishing Limited.
    8. Holger STRULIK, 2015. "A Closed-form Solution for the Health Capital Model," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 81(3), pages 301-316, September.
    9. Kverndokk, Snorre, 2009. "Why do people demand health?," HERO Online Working Paper Series 2000:5, University of Oslo, Health Economics Research Programme.
    10. Eisenring, Christoph, 1999. "Comparative dynamics in a health investment model," Journal of Health Economics, Elsevier, vol. 18(5), pages 653-658, October.
    11. Galama, Titus & Kapteyn, Arie, 2011. "Grossman’s missing health threshold," Journal of Health Economics, Elsevier, vol. 30(5), pages 1044-1056.
    12. Bolin, Kristian & Caputo, Michael R., 2020. "Consumption and investment demand when health evolves stochastically," Journal of Economic Dynamics and Control, Elsevier, vol. 114(C).
    13. Galama, T. & Hullegie, P. & Meijer, E. & Outcault, S., 2012. "Empirical evidence for decreasing returns to scale in a health capital model," Health, Econometrics and Data Group (HEDG) Working Papers 12/05, HEDG, c/o Department of Economics, University of York.
    14. Titus Galama & Arie Kapteyn & Raquel Fonseca Benito & Pierre-Carl Michaud, 2009. "Grossman's Health Threshold and Retirement," Working Papers 658, RAND Corporation.
    15. Christian Dustmann & Frank Windmeijer, 2000. "Wages and the demand for health - a life cycle analysis," IFS Working Papers W99/20, Institute for Fiscal Studies.
    16. van Zon, Adriaan & Muysken, Joan, 2001. "Health and endogenous growth," Journal of Health Economics, Elsevier, vol. 20(2), pages 169-185, March.
    17. 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).
    18. repec:zbw:iamost:269539 is not listed on IDEAS
    19. Titus J. Galama & Patrick Hullegie & Erik Meijer & Sarah Outcault, 2012. "Is There Empirical Evidence For Decreasing Returns To Scale In A Health Capital Model?," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1080-1100, September.
    20. Zon, A.H. van & Muysken, J., 1997. "Health, education and endogenous growth," Research Memorandum 006, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    21. Glauben, Thomas & Grecksch, Wilfried & Burggraf, Christine, 2015. "Stochastic control of individual's health investments," EconStor Conference Papers 249588, ZBW - Leibniz Information Centre for Economics.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cch:wpaper:140010. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Adrian Rohit Dass (email available below). General contact details of provider: https://edirc.repec.org/data/cchetca.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.