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. 2017 Nov 27;178(1):66–73. doi: 10.1001/jamainternmed.2017.5034

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.