Abstract
OBJECTIVE. This study examines variations in the efficient use of hospital resources across individual physicians. DATA SOURCES AND SETTING. The study is conducted over a two-year period (1989-1990) in all short-term general hospitals with 50 or more beds in Arizona. We examine hospital discharge data for 43,625 women undergoing cesarean sections and vaginal deliveries without complications. These data include physician identifiers that permit us to link patient information with information on physicians provided by the state medical association. STUDY DESIGN. The study first measures the contribution of physician characteristics to the explanatory power of regression models that predict resource use. It then tests hypothesized effects on resource utilization exerted by two sets of physician level factors: physician background and physician practice organization. The latter includes effects of hospital practice volume, concentration of hospital practice, percent managed care patients in one's hospital practice, and diversity of patients treated. Efficiency (inefficiency) is measured as the degree of variation in patient charges and length of stay below (above) the average of treating all patients with the same condition in the same hospital in the same year with the same severity of illness, controlling for discharge status and the presence of complications. PRINCIPAL FINDINGS. After controlling for patient factors, physician characteristics explain a significant amount of the variability in hospital charges and length of stay in the two maternity conditions. Results also support hypotheses that efficiency is influenced by practice organization factors such as patient volume and managed care load. Physicians with larger practices and a higher share of managed care patients appear to be more efficient. CONCLUSIONS. The results suggest that health care reform efforts to develop physician-hospital networks and managed competition may promote greater parsimony in physicians' practice behavior.
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Selected References
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- Alexander J. A., Morrisey M. A. Hospital-physician integration and hospital costs. Inquiry. 1988 Fall;25(3):388–401. [PubMed] [Google Scholar]
- Burns L. R., Andersen R. M., Shortell S. M. The impact of corporate structures on physician inclusion and participation. Med Care. 1989 Oct;27(10):967–982. doi: 10.1097/00005650-198910000-00007. [DOI] [PubMed] [Google Scholar]
- Burns L. R., Thorpe D. P. Trends and models in physician-hospital organization. Health Care Manage Rev. 1993 Fall;18(4):7–20. [PubMed] [Google Scholar]
- Burns L. R., Wholey D. R. The effects of patient, hospital, and physician characteristics on length of stay and mortality. Med Care. 1991 Mar;29(3):251–271. doi: 10.1097/00005650-199103000-00007. [DOI] [PubMed] [Google Scholar]
- Chassin M. R., Brook R. H., Park R. E., Keesey J., Fink A., Kosecoff J., Kahn K., Merrick N., Solomon D. H. Variations in the use of medical and surgical services by the Medicare population. N Engl J Med. 1986 Jan 30;314(5):285–290. doi: 10.1056/NEJM198601303140505. [DOI] [PubMed] [Google Scholar]
- Chilingerian J. A., Glavin M. P. Temporary firms in community hospitals: elements of a managerial theory of clinical efficiency. Med Care Rev. 1994 Fall;51(3):289–335. doi: 10.1177/107755879405100303. [DOI] [PubMed] [Google Scholar]
- Coughlin L. D., Patel V. L. Processing of critical information by physicians and medical students. J Med Educ. 1987 Oct;62(10):818–828. doi: 10.1097/00001888-198710000-00005. [DOI] [PubMed] [Google Scholar]
- Dowd B. E., Johnson A. N., Madson R. A. Inpatient length of stay in Twin Cities health plans. Med Care. 1986 Aug;24(8):694–710. doi: 10.1097/00005650-198608000-00005. [DOI] [PubMed] [Google Scholar]
- Eisenberg J. M., Kitz D. S., Webber R. A. Development of attitudes about sharing decision-making: a comparison of medical and surgical residents. J Health Soc Behav. 1983 Mar;24(1):85–90. [PubMed] [Google Scholar]
- Eisenberg J. M., Nicklin D. Use of diagnostic services by physicians in community practice. Med Care. 1981 Mar;19(3):297–309. doi: 10.1097/00005650-198103000-00005. [DOI] [PubMed] [Google Scholar]
- Escarce J. J. Would eliminating differences in physician practice style reduce geographic variations in cataract surgery rates? Med Care. 1993 Dec;31(12):1106–1118. doi: 10.1097/00005650-199312000-00004. [DOI] [PubMed] [Google Scholar]
- Feinglass J., Martin G. J., Sen A. The financial effect of physician practice style on hospital resource use. Health Serv Res. 1991 Jun;26(2):183–205. [PMC free article] [PubMed] [Google Scholar]
- Fishbane M., Starfield B. Child health care in the United States: a comparison of pediatricians and general practitioners. N Engl J Med. 1981 Sep 3;305(10):552–556. doi: 10.1056/NEJM198109033051004. [DOI] [PubMed] [Google Scholar]
- Flood A. B., Scott W. R., Ewy W. Does practice make perfect? Part I: The relation between hospital volume and outcomes for selected diagnostic categories. Med Care. 1984 Feb;22(2):98–114. [PubMed] [Google Scholar]
- Folland S., Stano M. Small area variations: a critical review of propositions, methods, and evidence. Med Care Rev. 1990 Winter;47(4):419–465. doi: 10.1177/107755879004700403. [DOI] [PubMed] [Google Scholar]
- Goldfarb M. G., Hornbrook M. C., Higgins C. S. Determinants of hospital use: a cross-diagnostic analysis. Med Care. 1983 Jan;21(1):48–66. [PubMed] [Google Scholar]
- Grannemann T. W., Brown R. S., Pauly M. V. Estimating hospital costs. A multiple-output analysis. J Health Econ. 1986 Jun;5(2):107–127. doi: 10.1016/0167-6296(86)90001-9. [DOI] [PubMed] [Google Scholar]
- Haber S. G., Zwanziger J., Anderson J. G., Thorpe K. E., Newhouse J. P. Hospital expenditures in the United States and Canada: do hospital worker wages explain the differences? J Health Econ. 1992 Dec;11(4):453–465. doi: 10.1016/0167-6296(92)90016-t. [DOI] [PubMed] [Google Scholar]
- Hayward R. A., Manning W. G., Jr, McMahon L. F., Jr, Bernard A. M. Do attending or resident physician practice styles account for variations in hospital resource use? Med Care. 1994 Aug;32(8):788–794. doi: 10.1097/00005650-199408000-00003. [DOI] [PubMed] [Google Scholar]
- Hillman A. L. Financial incentives for physicians in HMOs. Is there a conflict of interest? N Engl J Med. 1987 Dec 31;317(27):1743–1748. doi: 10.1056/NEJM198712313172725. [DOI] [PubMed] [Google Scholar]
- Hillson S. D., Feldman R., Wingert T. D. Economies of scope and payment for physician services. Med Care. 1992 Sep;30(9):822–831. doi: 10.1097/00005650-199209000-00006. [DOI] [PubMed] [Google Scholar]
- Horn S. D., Bulkley G., Sharkey P. D., Chambers A. F., Horn R. A., Schramm C. J. Interhospital differences in severity of illness. Problems for prospective payment based on diagnosis-related groups (DRGs). N Engl J Med. 1985 Jul 4;313(1):20–24. doi: 10.1056/NEJM198507043130105. [DOI] [PubMed] [Google Scholar]
- Horn S. D., Horn R. A., Sharkey P. D. The Severity of Illness Index as a severity adjustment to diagnosis-related groups. Health Care Financ Rev. 1984;Suppl:33–45. [PMC free article] [PubMed] [Google Scholar]
- Hornbrook M. C., Goldfarb M. G. Patterns of obstetrical care in hospitals. Med Care. 1981 Jan;19(1):55–67. doi: 10.1097/00005650-198101000-00007. [DOI] [PubMed] [Google Scholar]
- Hughes R. G., Hunt S. S., Luft H. S. Effects of surgeon volume and hospital volume on quality of care in hospitals. Med Care. 1987 Jun;25(6):489–503. doi: 10.1097/00005650-198706000-00004. [DOI] [PubMed] [Google Scholar]
- Jencks S. F., Kay T. Do frail, disabled, poor, and very old Medicare beneficiaries have higher hospital charges? JAMA. 1987 Jan 9;257(2):198–202. [PubMed] [Google Scholar]
- Johnson A. N., Dowd B., Morris N. E., Lurie N. Differences in inpatient resource use by type of health plan. Inquiry. 1989 Fall;26(3):388–398. [PubMed] [Google Scholar]
- Keeler E. B., Rubenstein L. V., Kahn K. L., Draper D., Harrison E. R., McGinty M. J., Rogers W. H., Brook R. H. Hospital characteristics and quality of care. JAMA. 1992 Oct 7;268(13):1709–1714. [PubMed] [Google Scholar]
- Kelly J. V., Hellinger F. J. Physician and hospital factors associated with mortality of surgical patients. Med Care. 1986 Sep;24(9):785–800. doi: 10.1097/00005650-198609000-00001. [DOI] [PubMed] [Google Scholar]
- Manu P., Schwartz S. E. Patterns of diagnostic testing in the academic setting: the influence of medical attendings' subspecialty training. Soc Sci Med. 1983;17(18):1339–1342. doi: 10.1016/0277-9536(83)90193-4. [DOI] [PubMed] [Google Scholar]
- McMahon L. F., Jr, Newbold R. Variation in resource use within diagnosis-related groups. The effect of severity of illness and physician practice. Med Care. 1986 May;24(5):388–397. doi: 10.1097/00005650-198605000-00002. [DOI] [PubMed] [Google Scholar]
- Melnick G. A., Zwanziger J., Bamezai A., Pattison R. The effects of market structure and bargaining position on hospital prices. J Health Econ. 1992 Oct;11(3):217–233. doi: 10.1016/0167-6296(92)90001-h. [DOI] [PubMed] [Google Scholar]
- Melnick G. A., Zwanziger J., Bradley T. Competition and cost containment in California: 1980-1987. Health Aff (Millwood) 1989 Summer;8(2):129–136. doi: 10.1377/hlthaff.8.2.129. [DOI] [PubMed] [Google Scholar]
- Paul-Shaheen P., Clark J. D., Williams D. Small area analysis: a review and analysis of the North American literature. J Health Polit Policy Law. 1987 Winter;12(4):741–809. doi: 10.1215/03616878-12-4-741. [DOI] [PubMed] [Google Scholar]
- Pauly M. V. Medical staff characteristics and hospital costs. J Hum Resour. 1978;13 (Suppl):77–111. [PubMed] [Google Scholar]
- Pope G. C., Burge R. T. Inefficiencies in physician practices. Adv Health Econ Health Serv Res. 1992;13:129–164. [PubMed] [Google Scholar]
- Rich E. C., Crowson T. W., Connelly D. P. Evidence for an informal clinical policy resulting in high use of a very-low-yield test. Am J Med. 1985 Nov;79(5):577–582. doi: 10.1016/0002-9343(85)90054-3. [DOI] [PubMed] [Google Scholar]
- Robinson J. C., Luft H. S. The impact of hospital market structure on patient volume, average length of stay, and the cost of care. J Health Econ. 1985 Dec;4(4):333–356. doi: 10.1016/0167-6296(85)90012-8. [DOI] [PubMed] [Google Scholar]
- Roos L. L., Jr, Cageorge S. M., Roos N. P., Danzinger R. Centralization, certification, and monitoring. Readmissions and complications after surgery. Med Care. 1986 Nov;24(11):1044–1066. doi: 10.1097/00005650-198611000-00008. [DOI] [PubMed] [Google Scholar]
- Roos N. P., Flowerdew G., Wajda A., Tate R. B. Variations in physicians' hospitalization practices: a population-based study in Manitoba, Canada. Am J Public Health. 1986 Jan;76(1):45–51. doi: 10.2105/ajph.76.1.45. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Scott W. R., Flood A. B. Costs and quality of hospital care: a review of the literature. Med Care Rev. 1984 Winter;41(4):213–261. doi: 10.1177/107755878404100401. [DOI] [PubMed] [Google Scholar]
- Shortell S. M., LoGerfo J. P. Hospital medical staff organization and quality of care: results for myocardial infarction and appendectomy. Med Care. 1981 Oct;19(10):1041–1055. doi: 10.1097/00005650-198110000-00006. [DOI] [PubMed] [Google Scholar]
- Sloan F. A., Becker E. R. Internal organization of hospitals and hospital costs. Inquiry. 1981 Fall;18(3):224–239. [PubMed] [Google Scholar]
- Stern R. S., Epstein A. M. Institutional responses to prospective payment based on diagnosis-related groups. Implications for cost, quality, and access. N Engl J Med. 1985 Mar 7;312(10):621–627. doi: 10.1056/NEJM198503073121005. [DOI] [PubMed] [Google Scholar]
- Thomas J. W., Ashcraft M. L. Measuring severity of illness: six severity systems and their ability to explain cost variations. Inquiry. 1991 Spring;28(1):39–55. [PubMed] [Google Scholar]
- Tussing A. D., Wojtowycz M. A. The cesarean decision in New York State, 1986. Economic and noneconomic aspects. Med Care. 1992 Jun;30(6):529–540. doi: 10.1097/00005650-199206000-00006. [DOI] [PubMed] [Google Scholar]
- Welch H. G., Miller M. E., Welch W. P. Physician profiling. An analysis of inpatient practice patterns in Florida and Oregon. N Engl J Med. 1994 Mar 3;330(9):607–612. doi: 10.1056/NEJM199403033300906. [DOI] [PubMed] [Google Scholar]
- Wennberg J. E., Gittelsohn A. Health care delivery in Maine I: patterns of use of common surgical procedures. J Maine Med Assoc. 1975 May;66(5):123-30, 149. [PubMed] [Google Scholar]
- Wholey D. R., Burns L. R. Convenience and independence: do physicians strike a balance in admitting decisions? J Health Soc Behav. 1991 Sep;32(3):254–272. [PubMed] [Google Scholar]
- Zwanziger J., Melnick G. A. The effects of hospital competition and the Medicare PPS program on hospital cost behavior in California. J Health Econ. 1988 Dec;7(4):301–320. doi: 10.1016/0167-6296(88)90018-5. [DOI] [PubMed] [Google Scholar]
