Table 4. Adjusted Relationship Between Network Characteristics and Medicare Spending, Utilization, and Quality (All Measures Entered into a Single Model).
Variable | Mean, $ | Difference | |||||
---|---|---|---|---|---|---|---|
Adjusted Degree | P Value | Physician Dispersion | P Value | PCP, % | P Value | ||
Total spending, $ | 10 051 | 1086 | <.001 | −192 | <.001 | −62 | .33 |
Spending by category, $ | |||||||
Hospital inpatient | 3533 | 77 | <.001 | −15 | <.001 | − | <.001 |
Physician | 2874 | 201 | <.001 | −24 | .02 | −6 | .65 |
Hospital outpatient department | 3526 | 421 | <.001 | −81 | <.001 | −29 | .60 |
Skilled nursing facility | |||||||
Hospice | 118 | 1 | .14 | −2 | .04 | 0 | .87 |
Utilization of services (per patient) | |||||||
Admissions | 0.38 | 0.02 | <.001 | 0 | .03 | 0 | .87 |
Hospital days | 2.48 | 0.17 | <.001 | 0.03 | .03 | −0.02 | .42 |
PCP Office visits | 5.53 | 0.13 | .001 | −0.07 | .02 | 0.44 | <.001 |
Specialty office visits | 6.50 | 0.38 | <.001 | −0.04 | .07 | −0.33 | <.001 |
Emergency department visits | 0.64 | 0.02 | <.001 | −0.01 | <.001 | −0.01 | .05 |
Quality of care | |||||||
Any 30-day readmission, % | 18.3 | 0.5 | <.001 | −0.04 | .61 | −0.10 | .09 |
Acute PQI (per 100) | 2.4 | 0.1 | .001 | 0.1 | <.001 | 0.01 | .46 |
Chronic PQI (per 100) | 2.9 | 0.1 | <.001 | 0.1 | .003 | 0.10 | .01 |
Mammography, % | 47.3 | −0.7 | .001 | −2.2 | <.001 | −1.9 | <.001 |
Diabetes | |||||||
LDL cholesterol testing, % | 83.1 | −2.1 | .06 | −0.3 | .74 | 0.05 | .96 |
Hemoglobin A1c testing, % | 88.0 | −1.8 | .15 | −0.4 | .68 | −4.6 | <.001 |
Retinal examination, % | 60.3 | 1.8 | <.001 | −3.0 | <.001 | −2.2 | <.001 |
All 3 services, % | 49.4 | 1.1 | .04 | −2.2 | <.001 | −1.3 | <.001 |
Cardiovascular disease | |||||||
LDL testing, % | 79.4 | −3.6 | <.001 | −1.6 | .02 | 2.0 | .02 |
Abbreviations: LDL, low-density lipoprotein; PCP, primary care physician; PQI, Prevention Quality Indicators.