Patient sharing among physicians and costs of care: A network analytic approach to care coordination using claims data

Craig Evan Pollack, Gary E. Weissman, Klaus W. Lemke, Peter S. Hussey, Jonathan P. Weiner

Research output: Contribution to journalArticlepeer-review

60 Scopus citations


BACKGROUND: Improving care coordination is a national priority and a key focus of health care reforms. However, its measurement and ultimate achievement is challenging. OBJECTIVE: To test whether patients whose providers frequently share patients with one another - what we term 'care density' - tend to have lower costs of care and likelihood of hospitalization. DESIGN: Cohort study PARTICIPANTS: 9,596 patients with congestive heart failure (CHF) and 52,688 with diabetes who received care during 2009. Patients were enrolled in five large, private insurance plans across the US covering employer-sponsored and Medicare Advantage enrollees MAIN MEASURES: Costs of care, rates of hospitalizations KEY RESULTS: The average total annual health care cost for patients with CHF was 29,456, and 14,921 for those with diabetes. In risk adjusted analyses, patients with the highest tertile of care density, indicating the highest level of overlap among a patient's providers, had lower total costs compared to patients in the lowest tertile (3,310 lower for CHF and 1,502 lower for diabetes, p < 0.001). Lower inpatient costs and rates of hospitalization were found for patients with CHF and diabetes with the highest care density. Additionally, lower outpatient costs and higher pharmacy costs were found for patients with diabetes with the highest care density. CONCLUSION: Patients treated by sets of physicians who share high numbers of patients tend to have lower costs. Future work is necessary to validate care density as a tool to evaluate care coordination and track the performance of health care systems.

Original languageEnglish (US)
Pages (from-to)459-465
Number of pages7
JournalJournal of general internal medicine
Issue number3
StatePublished - Mar 2013


  • care coordination
  • care density
  • performance measure
  • provider social networks

ASJC Scopus subject areas

  • Internal Medicine


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