Appendix Table 2:

Association between Primary Care Physician Characteristics and Low Value Care Spending of Attributed Medicare Patients

CharacteristicPanel A: OLS EstimatesPanel B: Logit Odds Ratios
Physician Characteristics
    Allopath−1.6040.4610.6550.088
    Female−0.5700.4531.0120.149
    Non-US Medical Graduate−0.2320.4150.9850.113
        Patient Size
        <50−4.1210.5720.3230.053
        50 to 149−2.7750.4680.4170.056
        150 to 299−1.8090.4170.5420.070
        300+ReferenceReference
    Specialty
        Internal MedicineReferenceReference
        Family Medicine−1.0630.3180.7020.067
        Other Specialty−1.0570.6540.8180.193
    Graduation Year
        Pre-1980ReferenceReference
        1980 to 1989−0.1610.3831.0900.124
        1990 to 2000−0.7300.4090.9730.112
        Post-2000−1.564*0.6340.7200.159
    Practice Region
        NortheastReferenceReference
        Midwest−2.7650.4560.4070.060
        South0.3300.4871.0590.136
        West0.0280.5730.9980.153
        Rural−1.7150.3310.5220.080
Patient Characteristics
    Age (years)
        65 to 69ReferenceReference
        70 to 74−0.0350.0400.9950.010
        75 to 79−0.0630.0350.9890.010
        80 to 84−0.1290.0340.9830.010
        85+−0.3340.0250.9230.007
    Female−0.0420.0150.9840.005
    Race/Ethnicity
        WhiteReferenceReference
        Black−0.0670.0120.9850.004
        Other−0.0380.0200.9910.005
    ElixHauser Comorbidity Index
        0ReferenceReference
        1 to 20.050*0.0241.0150.009
        3 to 50.2130.0311.0580.007
        6+0.3070.0881.0490.011
Practice Location Characteristics
    <12 years schooling−0.0970.0340.978*0.011
    Black0.0520.0121.0150.004
    Hispanic0.1040.0161.0280.004
    <200% FPL−0.0770.0150.9790.005
    Number of Observations6,905
  • FPL, federal poverty line; OLS, ordinary least squares. Note: The dependent variable for Panel A was per-patient low value care (LVC) Medicare spending in dollar amounts, while the OR ratios in Panel B were calculated from logit regression results, where the dependent variable was equal to 1 if the primary care physician's (PCP's) per-patient LVC Medicare spending was in the top quintile. Both models were estimated using sample weights that reflect the oversampling of physicians in smaller states. For graphical representations of the estimates of PCP characteristics, see Figure 2 for Panel A and Figure 3 for Panel B.

  • * P < .05.

  • P < .01.

  • P < .001.