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. Author manuscript; available in PMC: 2022 Aug 18.
Published in final edited form as: Am Econ J Econ Policy. 2022 May;14(2):1–33. doi: 10.1257/pol.20200044

Table 2:

Summary Statistics by Payment Status

Own Payments Peer Payments
None Food or Travel Compensation None, Food, or Travel Compensation All Physicians
(1) (2) (3) (4) (5) (6)
A. Prescription volume
 Prescribed patients (per qtr) 0.320 1.115 5.938 0.452 1.124 0.548
 Newly prescribed patients (per qtr) 0.025 0.081 0.388 0.033 0.085 0.041
 Fraction of Anticoagulant Prescriptions (%) 13.7 20.2 35.7 15.2 19.7 15.8
B. Physician characteristics
 Percent cardiologists 8.0 21.9 81.3 9.3 27.8 12.0
 Experience (Years) 21.0 23.8 25.1 21.6 22.7 21.8
C. Physician network characteristics
 N of shared-patient peers 16.6 28.1 62.0 15.4 46.0 19.7
 N of strong shared-patient peers 8.5 15.4 35.1 7.9 25.5 10.3
 N of group-practice peers 89.1 47.2 77.3 79.6 66.7 77.7
 N of excluded 2nd-degree peers 181.9 264.6 436.3 173.5 392.4 204.8
D. Promotional Payments
 Total own pharma payments ($) 0 148 38,261 103 344 137.9
 N of quarters with food payment 0 4.112 8.378 0.979 2.018 1.127
 N of quarters with compensation 0 0 5.082 0.001 0.034 0.013
 N of peer-quarters with compensation 0.763 1.672 3.216 0 7.102 0.895
Percent of observations 72.8 26.9 0.3 85.7 14.3 100
N of doctors 135,428 70,550 972 154,539 41,423 166,420
N of doctor-drug-quarter observations 3,982,128 1,470,264 14,028 4,686,072 780,348 5,466,420
N of observations for fraction outcome* 2,513,742 1,197,940 13,038 3,130,133 594,587 3,724,720

Notes: Table shows summary statistics for the main sample of 5,466,420 physician-drug-quarter observations; this is a panel of 166,420 physicians over 12 quarters and for three NOAC drugs. Columns 1–3 show statistics for subsets of physicians who directly received different types of pharmaceutical payments: no payments, payments for food or travel, or payments for compensation. Columns 4–5 show statistics for the subset of physicians whose peers received compensation payments, and the complement set of those whose peers did not receive such payments. Column 6 shows statistics for the entire sample. In Panel A, prescribed patients is the number of unique beneficiaries filling prescriptions for the drug in the quarter. Newly prescribed patients are prescribed patients without any anticoagulant prescription in the preceding year. Fraction of Anticoagulant Prescriptions is the share of target drug prescriptions out of all filled anticoagulant prescriptions written by the physician in the quarter. This statistic is based on the subset of 3,724,720 physician-quarters with at least one anticoagulant prescriptions. Definitions of payment types, physician medical specialties, and shared-patient peers are discussed in Section 1.