IDEAS home Printed from https://ideas.repec.org/a/sae/somere/v25y1997i3p284-317.html
   My bibliography  Save this article

Modeling Multidimensional Transitions in Health Care

Author

Listed:
  • XIAN LIU

    (University of Michigan)

  • JERSEY LIANG

    (University of Michigan)

  • EDWARD JOW-CHING TU

    (Hong Kong University of Science and Technology)

  • NANCY WHITELAW

    (Henry Ford Health System)

Abstract

Conventional multistate life table accounting procedures are based on theoretical assumptions that are appropriate primarily for demographic events. Applying these approaches to the area of health care, however, may lead to serious biases given the frequent turnovers of events such as hospitalization and institutionalization. In addition, traditional approaches have been criticized for failing to capture population heterogeneity. This research introduces a new algorithm to estimate multistate life table indicators regarding health care use, taking advantage of the availability of information on average lengths of stay in hospitals and nursing homes. The survival analysis approach is used to estimate age-specific transition probabilities in order to address the issue of population heterogeneity.

Suggested Citation

  • Xian Liu & Jersey Liang & Edward Jow-Ching Tu & Nancy Whitelaw, 1997. "Modeling Multidimensional Transitions in Health Care," Sociological Methods & Research, , vol. 25(3), pages 284-317, February.
    • Handle: RePEc:sae:somere:v:25:y:1997:i:3:p:284-317
    DOI: 10.1177/0049124197025003002
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0049124197025003002
    Download Restriction: no
    File URL: https://libkey.io/10.1177/0049124197025003002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kenneth Land & Jack Guralnik & Dan Blazer, 1994. "Estimating Increment-Decrement Life Tables with Multiple Covariates from Panel Data: The Case of Active Life Expectancy," Demography, Springer;Population Association of America (PAA), vol. 31(2), pages 297-319, May.
    2. Robert Schoen, 1975. "Constructing increment-decrement life tables," Demography, Springer;Population Association of America (PAA), vol. 12(2), pages 313-324, May.
    3. Robert Schoen, 1975. "Erratum to: Constructing Increment-Decrement Life Tables," Demography, Springer;Population Association of America (PAA), vol. 12(3), pages 571-571, August.
    Full references (including those not matched with items on IDEAS)

    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. Heeju Sohn, 2017. "Racial and Ethnic Disparities in Health Insurance Coverage: Dynamics of Gaining and Losing Coverage Over the Life-Course," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 36(2), pages 181-201, April.
    2. Robert Schoen, 2020. "Dynamic Multistate Models With Constant Cross-Product Ratios: Applications to Poverty Status," Demography, Springer;Population Association of America (PAA), vol. 57(2), pages 779-797, April.
    3. Jack DeWaard & Jasmine Trang Ha & James Raymer & Arkadiusz Wiśniowski, 2017. "Migration from New-Accession Countries and Duration Expectancy in the EU-15: 2002–2008," European Journal of Population, Springer;European Association for Population Studies, vol. 33(1), pages 33-53, February.
    4. Kenneth Manton & Kenneth Land, 2000. "Active life expectancy estimates for the U.S. elderly population: A multidimensional continuous-mixture model of functional change applied to completed Cohorts, 1982–1996," Demography, Springer;Population Association of America (PAA), vol. 37(3), pages 253-265, August.
    5. Robert Schoen & Karen Woodrow, 1980. "Labor force status life tables for the United States, 1972," Demography, Springer;Population Association of America (PAA), vol. 17(3), pages 297-322, August.
    6. Mark D. Hayward & Daniel T. Lichter, 1998. "A Life Cycle Model of Labor Force Inequality," Sociological Methods & Research, , vol. 26(4), pages 487-510, May.
    7. Liming Cai & Mark D. Hayward & Yasuhiko Saito & James Lubitz & Aaron Hagedorn & Eileen Crimmins, 2010. "Estimation of multi-state life table functions and their variability from complex survey data using the SPACE Program," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 22(6), pages 129-158.
    8. Christian Dudel, 2021. "Expanding the Markov Chain Toolbox: Distributions of Occupation Times and Waiting Times," Sociological Methods & Research, , vol. 50(1), pages 401-428, February.
    9. Robert Schoen, 1977. "A two-sex nuptiality-mortality life table," Demography, Springer;Population Association of America (PAA), vol. 14(3), pages 333-350, August.
    10. Yi Zeng & Danan Gu & Kenneth C. Land, 2003. "A new method for correcting the underestimation of disabled life expectancy inherent in conventional methods: application to the oldest old in China," MPIDR Working Papers WP-2003-033, Max Planck Institute for Demographic Research, Rostock, Germany.
    11. Kenneth Manton & Eric Stallard, 1982. "The use of mortality time series data to produce hypothetical morbidity distributions and project mortality trends," Demography, Springer;Population Association of America (PAA), vol. 19(2), pages 223-240, May.
    12. Ross Stolzenberg & James Lindgren, 2010. "Retirement and death in office of U.S. Supreme Court justices," Demography, Springer;Population Association of America (PAA), vol. 47(2), pages 269-298, May.
    13. Douglas A. Wolf & Thomas M. Gill, 2008. "Fitting Event-History Models to Uneventful Data," Center for Policy Research Working Papers 101, Center for Policy Research, Maxwell School, Syracuse University.
    14. Michael Molla & James Lubitz, 2008. "Retrospective information on health status and its application for population health measures," Demography, Springer;Population Association of America (PAA), vol. 45(1), pages 115-128, February.
    15. Robert Schoen, 1977. "Further reactions to rogers and ledent’s comment," Demography, Springer;Population Association of America (PAA), vol. 14(4), pages 591-592, November.
    16. Samuel J. Clark & Jason Thomas & Le Bao, 2012. "Estimates of Age-Specific Reductions in HIV Prevalence in Uganda: Bayesian Melding Estimation and Probabilistic Population Forecast with an HIV-enabled Cohort Component Projection Model," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 27(26), pages 743-774.
    17. Danan Gu & Yi Zeng, 2004. "Sociodemographic Effects on the Onset and Recovery of ADL Disability among Chinese Oldest-old," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 11(1), pages 1-42.
    18. Zeng Yi & Gu Danan & Kenneth Land, 2004. "A new method for correcting under-estimation of disabled life expectancy and an application to the chinese oldest-old," Demography, Springer;Population Association of America (PAA), vol. 41(2), pages 335-361, May.
    19. Mark Hayward & Melonie Heron, 1999. "Racial inequality in active life among adult americans," Demography, Springer;Population Association of America (PAA), vol. 36(1), pages 77-91, February.
    20. Andrei Rogers & Jacques Leden, 1977. "Rejoinder," Demography, Springer;Population Association of America (PAA), vol. 14(4), pages 593-593, November.

    More about this item

    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:sae:somere:v:25:y:1997:i:3:p:284-317. 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: SAGE Publications (email available below). General contact details of provider: .

    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.