Table 4.
(1) | (2) | (3) | (4) | (5) | (6) | (7) | |
---|---|---|---|---|---|---|---|
PcV P4P | 0.0176*** | 0.0159** | 0.0212 | 0.0192* | 0.0153** | 0.0252*** | 0.0189 |
(0.000) | (0.0073) | (0.0157) | (0.0112) | (0.0068) | (0.0063) | (0.0120) | |
CI lower | 0.00698 | ||||||
CI upper | 0.0282 | ||||||
Municipality FE | X | X | X | X | X | X | |
Year FE | X | X | X | X | X | X | X |
Municipality trends | X | X | X | X | |||
Covariates | X | X | X | ||||
Population weights | X | X | X | X | X | X | |
Observations | 2,312 | 2,304 | 2,312 | 2,304 | 2,312 | 2,016 | 2,312 |
Municipalities | 289 | 288 | 289 | 288 | 289 | 289 | 289 |
R 2 | 0.914 | 0.020 | 0.027 | 0.095 | 0.004 | 0.059 |
Note. Sensitivity tests for the main dependent variable, that is, the PcV share (= penicillin V prescriptions' share of total consumption of antibiotics prescribed for respiratory tract infections (ATC codes: J01CE02/J01AA02/J01CA04/J01CR02/J01DB‐DE/J01FA), children 0–6 years; mean = 0.69). (1) Wild cluster bootstrap on the preferred specification (999 replications, p‐value in parenthesis; CI lower/upper = 95% confidence interval); (2) preferred specification + time‐varying covariates (share of children and elderly, population share with secondary/tertiary education, log population and mean income in municipality, I (control county with other antibiotic‐related P4P), I (implementation year of entry/choice reform), I (drug cost responsibility of care centers)); (3) preferred specification but excluding municipality linear trends; (4) preferred specification, excluding municipality linear trends, and including covariates; (5) preferred specification not using population size weights; (6) preferred specification using entropy balancing weights (2007–2013 sample; see the online Appendix for entropy balancing results); (7) fractional response model. Columns 2–7: standard errors clustered by county council in parentheses (cluster‐bootstrapped with 999 replications in col. 7). P4P = pay‐for‐performance; FE = fixed effects. ***p<.01, **p<.05, *p<.1.