Socioeconomic influence on small area hospital utilization.

作者: Laurence F. McMahon , Robert a. Wolfe , John R. Griffith , David Cuthbertson

DOI: 10.1097/00005650-199305001-00005

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摘要: Health care policy makers, concerned with the rising cost of health care, have focused on observed variation in use hospitals as a potential area which to lower costs, i.e., if hospital utilization can be decreased, costs may also decline. However, it is crucial that reasons for current practice understood or attempts reduce lead policies harm groups patients and providers institutions currently delivering care. Using discharge data from 59 market communities peninsula Michigan 1984-86, authors examined possible associations between socioeconomic characteristics small rates. First, series Poisson regressions was used each five covariates 112 modified diagnosis-related (DRGs). Then, multiple were examined, utilizing characteristics, after excluding statistically influential communities. The results indicate community including education, poverty, unemployment, significant association rate many DRGs. Moreover, direction effect consistent across disease categories. In regressions, selected variables explained 48% variance medical admissions 19% surgical admissions. For most DRGs, high educational levels associated hospitalization identified whose profile different Michigan.

参考文章(24)
N. E. Breslow, J. H. Lubin, P. Marek, B. Langholz, Multiplicative Models and Cohort Analysis Journal of the American Statistical Association. ,vol. 78, pp. 1- 12 ,(1983) , 10.1080/01621459.1983.10477915
Thomas Rice, Jon Gabel, Gregory de Lissovoy, PPOs: the employer perspective. Journal of Health Politics Policy and Law. ,vol. 14, pp. 367- 382 ,(1989) , 10.1215/03616878-14-2-367
M A Winkleby, D E Jatulis, E Frank, S P Fortmann, Socioeconomic status and health: how education, income, and occupation contribute to risk factors for cardiovascular disease. American Journal of Public Health. ,vol. 82, pp. 816- 820 ,(1992) , 10.2105/AJPH.82.6.816
Robert A. Wolfe, Gina R. Petroni, Catherine G. McLaughlin, Laurence F. McMahon, Empirical evaluation of statistical models for counts or rates Statistics in Medicine. ,vol. 10, pp. 1405- 1416 ,(1991) , 10.1002/SIM.4780100908
Barbara H. Kehrer, Terry Jean Rosenberg, Deanna S. Gomby, John P. Bunker, Pathways to Health: The Role of Social Factors ,(1989)
Suzanne W. Letsch, Cathy A. Cowan, Helen C. Lazenby, Katharine R. Levit, National health expenditures, 1990. Health Care Financing Review. ,vol. 13, pp. 29- 54 ,(1991)
N. E. Breslow, Extra‐Poisson Variation in Log‐Linear Models Applied statistics. ,vol. 33, pp. 38- 44 ,(1984) , 10.2307/2347661
P. J. Cheek, P. McCullagh, J. A. Nelder, Generalized Linear Models, 2nd Edn. Applied Statistics. ,vol. 39, pp. 385- 386 ,(1990) , 10.2307/2347392
Peter McCullagh, John Ashworth Nelder, Generalized Linear Models ,(1983)
Aaron Antonovsky, Social class, life expectancy and overall mortality. Milbank Quarterly. ,vol. 45, pp. 31- 73 ,(1967) , 10.2307/3348839