Table 4.
Difference-in-Differences Results for Provider Productivity in Cardiology and Orthopedics
Intervention | Comparison | Unadjusted DID* | Adjusted DID† | ||||||
---|---|---|---|---|---|---|---|---|---|
Pre-post change | P-value | Pre-post change | P-value | Estimate (95% CI) | P-value | Estimate (95% CI) | P-value | ||
Cardiology | Visits per FTE | − 17.17 | < 0.001 | − 32.43 | < 0.001 | 15.22 (10.51, 19.93) | < 0.001 | 8.48 (3.13, 13.81) | 0.002 |
RVUs per FTE | − 20.61 | < 0.001 | − 53.27 | < 0.001 | 32.75 (25.45, 40.05) | < 0.001 | 25.17 (17.05, 33.29) | < 0.001 | |
Patients per day per provider | − 1.26 | < 0.001 | − 1.31 | < 0.001 | 0.04 (− 0.24, 0.32) | 0.771 | − 0.22 (− 0.56, 0.13) | 0.215 | |
Orthopedics | Visits per FTE | − 4.33 | 0.133 | − 20.33 | < 0.001 | 15.76 (9.61, 21.91) | < 0.001 | 12.50 (5.17, 19.83) | 0.001 |
RVUs per FTE | − 1.51 | 0.671 | − 21.67 | < 0.001 | 19.89 (11.86, 27.92) | < 0.001 | 17.26 (7.43, 27.10) | 0.001 | |
Patients per day per provider | − 0.67 | < 0.001 | − 0.66 | < 0.001 | 0.001 (− 0.25, 0.25) | 0.993 | 0.01 (− 0.26, 0.28) | 0.937 |
RVUs relative value units, DID difference-in-differences
*Clinic and pay period fixed effects only
†Adjusted for proportion of veterans over age 65, proportion of veterans between ages 35 and 65, proportion of enrollees with priority status 7 or 8, Zillow Home Value Index, Medicare Advantage penetration, NOSOS risk score, proportion of Black enrollees, proportion of American Indian enrollees, proportion of Asian enrollees, and proportion of Native Hawaiian enrollees plus clinic and pay period fixed effects