title: Primary care physician supply and other key determinants of health care utilisation: the case of Switzerland.
abstract: BACKGROUND
  The Swiss government decided to freeze new accreditations for physicians in private practice in Switzerland based on the assumption that demand-induced health care spending may be cut by limiting care offers. This legislation initiated an ongoing controversial public debate in Switzerland. The aim of this study is therefore the determination of socio-demographic and health system-related factors of per capita consultation rates with primary care physicians in the multicultural population of Switzerland.
  
  
  METHODS
  The data were derived from the complete claims data of Swiss health insurers for 2004 and included 21.4 million consultations provided by 6564 Swiss primary care physicians on a fee-for-service basis. Socio-demographic data were obtained from the Swiss Federal Statistical Office. Utilisation-based health service areas were created and were used as observational units for statistical procedures. Multivariate and hierarchical models were applied to analyze the data.
  
  
  RESULTS
  Models within the study allowed the definition of 1018 primary care service areas with a median population of 3754 and an average per capita consultation rate of 2.95 per year. Statistical models yielded significant effects for various geographical, socio-demographic and cultural factors. The regional density of physicians in independent practice was also significantly associated with annual consultation rates and indicated an associated increase 0.10 for each additional primary care physician in a population of 10,000 inhabitants. Considerable differences across Swiss language regions were observed with reference to the supply of ambulatory health resources provided either by primary care physicians, specialists, or hospital-based ambulatory care.
  
  
  CONCLUSIONS
  The study documents a large small-area variation in utilisation and provision of health care resources in Switzerland. Effects of physician density appeared to be strongly related to Swiss language regions and may be rooted in the different cultural backgrounds of the served populations.
authors.affiliation: Institute for Evaluative Research in Orthopaedic Surgery, University of Bern, Stauffacherstrasse 78, CH-3014, Bern, Switzerland. andre.busato@memcenter.unibe.ch
authors.forename: André
authors.initials: A
authors.lastname: Busato
authors.forename: Beat
authors.initials: B
authors.lastname: Künzi
mesh_terms: D000328:Adult; D006295:Health Resources / Q000706:statistics & numerical data*; D006297:Health Services Accessibility / Q000706:statistics & numerical data; D006801:Humans; D009313:National Health Programs; D010821:Physicians, Family / Q000600:supply & distribution*; D011320:Primary Health Care / Q000706:statistics & numerical data*; D012959:Socioeconomic Factors; D013557:Switzerland; D000078329:Workforce