Abstract
OBJECTIVE. This study investigates the determinants of primary care office visit rates. DATA SOURCES. Blue Cross and Blue Shield of Iowa subscriber information was sorted by residence into geographic health service areas. Cost-sharing information was also obtained from Blue Cross. Physician supply data were obtained from The University of Iowa, Office of Community-Based Programs. Hospital data were reported by the Iowa Hospital Association. STUDY DESIGN. Cases were classified into ambulatory care groups (ACGs). Use rates were computed for each group in each service area. Ordinary least squares regression models were developed to model geographic variation in each ACG-specific primary care visit rate. PRINCIPAL FINDINGS. Regression models were not significant for five out of eleven ACGs studied. Out-of-pocket expense significantly affected utilization in three out of six. The number of primary care practices per capita had a significant effect on utilization in two ACGs. The supply of hospital outpatient services was significant in one ACG. CONCLUSIONS. Study findings reveal that some ACGs are price-sensitive and some are not. Policies aimed at changing levels of primary care use should taken into account whether varying cost-sharing will influence consumer behavior in the desired direction.
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Selected References
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- Aday L. A., Andersen R. A framework for the study of access to medical care. Health Serv Res. 1974 Fall;9(3):208–220. [PMC free article] [PubMed] [Google Scholar]
- Brewer W. R., Freedman M. A. Causes and implications of variation in hospital utilization. J Public Health Policy. 1982 Dec;3(4):445–454. [PubMed] [Google Scholar]
- Bunker J. P. Surgical manpower. A comparison of operations and surgeons in the United States and in England and Wales. N Engl J Med. 1970 Jan 15;282(3):135–144. doi: 10.1056/NEJM197001152820306. [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]
- Horn S. D., Buckle J. M., Carver C. M. Ambulatory severity index: development of an ambulatory case mix system. J Ambul Care Manage. 1988 Nov;11(4):53–62. doi: 10.1097/00004479-198811000-00009. [DOI] [PubMed] [Google Scholar]
- Lave J. R. The effect of the Medicare prospective payment system. Annu Rev Public Health. 1989;10:141–161. doi: 10.1146/annurev.pu.10.050189.001041. [DOI] [PubMed] [Google Scholar]
- Lee P. R., LeRoy L. B., Ginsberg P. B., Hammons G. T. Physician payment reform: an idea whose time has come. Med Care Rev. 1990 Summer;47(2):137–163. doi: 10.1177/107755879004700202. [DOI] [PubMed] [Google Scholar]
- Lewis C. E. Variations in the incidence of surgery. N Engl J Med. 1969 Oct 16;281(16):880–884. doi: 10.1056/NEJM196910162811606. [DOI] [PubMed] [Google Scholar]
- Luft H. S., Hunt S. S. Evaluating individual hospital quality through outcome statistics. JAMA. 1986 May 23;255(20):2780–2784. [PubMed] [Google Scholar]
- McPherson K., Wennberg J. E., Hovind O. B., Clifford P. Small-area variations in the use of common surgical procedures: an international comparison of New England, England, and Norway. N Engl J Med. 1982 Nov 18;307(21):1310–1314. doi: 10.1056/NEJM198211183072104. [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]
- Rogerson C. L., Stimson D. H., Simborg D. W., Charles G. Classification of ambulatory care using patient-based, time-oriented indexes. Med Care. 1985 Jun;23(6):780–788. doi: 10.1097/00005650-198506000-00003. [DOI] [PubMed] [Google Scholar]
- Rohrer J. E. Small area analysis: descriptive epidemiology in health services research. Clin Perform Qual Health Care. 1993 Jan-Mar;1(1):35–42. [PubMed] [Google Scholar]
- Roos L. L., Jr Alternative designs to study outcomes: the tonsillectomy case. Med Care. 1979 Nov;17(11):1069–1087. doi: 10.1097/00005650-197911000-00001. [DOI] [PubMed] [Google Scholar]
- Schneider K. C., Lichtenstein J. L., Freeman J. L., Newbold R. C., Fetter R. B., Gottlieb L., Leaf P. J., Portlock C. S. Ambulatory visit groups: an outpatient classification system. J Ambul Care Manage. 1988 Aug;11(3):1–12. doi: 10.1097/00004479-198808000-00002. [DOI] [PubMed] [Google Scholar]
- Sloan F. A., Morrisey M. A., Valvona J. Effects of the Medicare prospective payment system on hospital cost containment: an early appraisal. Milbank Q. 1988;66(2):191–220. [PubMed] [Google Scholar]
- Starfield B., Weiner J., Mumford L., Steinwachs D. Ambulatory care groups: a categorization of diagnoses for research and management. Health Serv Res. 1991 Apr;26(1):53–74. [PMC free article] [PubMed] [Google Scholar]
- Tenan P. M., Fillmore H. H., Caress B., Kelly W. P., Nelson H., Graziano D., Johnson S. C. PACs: classifying ambulatory care patients and services for clinical and financial management. J Ambul Care Manage. 1988 Aug;11(3):36–53. doi: 10.1097/00004479-198808000-00005. [DOI] [PubMed] [Google Scholar]
- Weiner J. P., Starfield B. H., Steinwachs D. M., Mumford L. M. Development and application of a population-oriented measure of ambulatory care case-mix. Med Care. 1991 May;29(5):452–472. doi: 10.1097/00005650-199105000-00006. [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]
- Young W. W., Joyce D. Z., Bivens G. D., Lander S. A., Macioce D. P. Incorporating the cost of ambulatory care into case mix-based hospital reimbursement. J Ambul Care Manage. 1988 Aug;11(3):54–67. doi: 10.1097/00004479-198808000-00006. [DOI] [PubMed] [Google Scholar]