Table 6.
Intensity of unnecessary care
Unnecessary drugs | Unnecessary tests | |
---|---|---|
Relative risk | Relative risk | |
Base model | ||
IRT effort | 0.89 (0.81– 0.96), p = 0.005 | 1.09 (0.84– 1.42), p = 0.513 |
Base model + provider characteristics | ||
IRT effort | 0.90 (0.82–0.98), p = 0.013 | 1.00 (0.78–1.28), p = 0.9935 |
Female provider | 0.86 (0.70–1.04), p = 0.121 | 0.84 (0.51–1.39), p = 0.500 |
Bonus (vs fixed salary) | 1.26 (1.04–1.52), p = 0.016 | 2.00 (1.21–3.31), p = 0.007 |
% of 3 most qualified clinicians who are doctors | 0.57 (0.34–0.96), p = 0.035 | 3.11 (0.86–11.2), p = 0.083 |
Base model + provider characteristics + facility characteristics | ||
IRT effort | 0.91 (0.83–0.99), p = 0.030 | 1.00 (0.78–1.28), p = 0.993 |
Female provider | 0.86 (0.70–1.05), p = 0.132 | 0.80 (0.48–1.32), p = 0.379 |
Bonus (vs fixed salary) | 1.27 (1.03–1.56), p = 0.026 | 2.22 (1.33–3.69), p = 0.002 |
% of 3 most qualified clinicians who are doctors | 0.57 (0.33–0.98), p = 0.043 | 2.69 (0.78–9.24) p = 0.116 |
Hospital (vs dispensary) | 0.98 (0.75–1.28), p = 0.866 | 1.11 (0.58–2.14), p = 0.748 |
Health centre (vs dispensary) | 1.09 (0.89–1.33), p = 0.401 | 1.70 (1.04–2.76), p = 0.034 |
For-profit (vs not-for-profit) | 1.18 (0.95–1.46), p = 0.133 | 0.75 (0.41–1.35), p = 0.331 |
Peri-urban (vs rural) | 1.08 (0.87–1.35), p = 0.482 | 1.26 (0.71–2.23), p = 0.432 |
Urban (vs rural) | 0.97 (0.77–1.21), p = 0.777 | 0.92 (0.51–1.65), p = 0.779 |
Any insurance revenue | 0.87 (0.72–1.06), p = 0.169 | 0.86 (0.50–1.48), p = 0.578 |
Relative risks are from Poisson regression models with the count of unnecessary items as outcome. Base model includes adjustment for SP fixed effects, SP case and SafeCare intervention arm