ArticleAnnals of family medicine
Medical Practice Variation Among Primary Care Physicians: 1 Decade, 14 Health Services, and 3,238,498 Patient-Years.
Article in Annals of family medicine. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- A Multi-Indicator Concentration Index for Primary-Care Reimbursement Analytics: Evidence from the Albanian Health-Insurance System.Healthcare (Basel, Switzerland) · 2026Article
- Digital Referral Patterns for Otolaryngology Subspecialties: A Two-Year Nationwide Analysis in Saudi Arabia.Healthcare (Basel, Switzerland) · 2026Article
- Medical practice variation in Vietnam: a cross-sectional study.BMC health services research · 2026Article
- The Hidden Influences: Psychological Drivers of Medical Practice Variation.Journal of clinical medicine · 2025Article
- Development and Initial Use of a New Inflammatory Bowel Disease Clinical Database Integrating Both Eastern and Western Clinical Characteristics.Chronic diseases and translational medicine · 2025Article
- Prevalence of Antibiotic Prescribing for Acute Respiratory Tract Infection in Telehealth Versus Face-to-Face Consultations: Cross-Sectional Analysis of General Practice Registrars' Clinical Practice.Journal of medical Internet research · 2025Article
- Unveiling spatial disparities in basic medical and health services: insights from China's provincial analysis.BMC health services research · 2024Article
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- Clinician Attitudes and Beliefs Associated with More Aggressive Diagnostic Testing.The American journal of medicine · 2022Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeVariation in medical practice is associated with poorer health outcomes, increased costs, disparities in care, and increased burden on the public health system. In the present study, we sought to describe and assess inter- and intra-primary care physician variation, adjusted for patient and clinic characteristics, over a decade of practice and across a broad range of health services.
methodsWe assessed practice patterns of 251 primary care physicians in southern Israel. For each of 14 health services (imaging tests, cardiac tests, laboratory tests, and specialist visits) we described interphysician and intraphysician variation, adjusted for patient case mix and clinic characteristics, using the coefficient of variation. The adjusted rates were assessed by generalized linear negative-binomial mixed models.
resultsThe variation between physicians was on average 3-fold greater than the variation of individual physician practice over the years. Services with low utilization were associated with greater inter- and intraphysician variation: r
conclusionsOur results show greater variation in practice patterns between physicians than for individual physicians over the years. It appears that the variation remains high even after adjustment for patient and clinic characteristics and that the individual physician utilization patterns are stable across health services. We propose that personal behavioral characteristics of medical practitioners might explain this variation.
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