Table 3.
Difference-in-differences regression results
| Year 1 | Year 2 | |||||||
|---|---|---|---|---|---|---|---|---|
| ATT | SE | %a | Absoluteb | ATT | SE | %a | Absoluteb | |
| Cost outcomes | ||||||||
| Third party payer | ||||||||
| Pharmaceutical costs | 0.008 | 0.038 | 0.803 | 8.065 | − 0.040 | 0.043 | − 3.921 | − 41.503 |
| Of these due to T2D | 0.055*** | 0.018 | 5.654 | 24.173 | 0.001 | 0.035 | 0.100 | 31.582 |
| Outpatient costs | − 0.065* | 0.036 | − 6.293 | − 53.241 | − 0.024 | 0.039 | − 2.371 | − 18.909 |
| Inpatient costs | 0.058 | 0.166 | 5.971 | − 47.053 | 0.002 | 0.168 | 0.200 | 1.788 |
| Other costs | − 0.091 | 0.143 | − 8.698 | − 128.662 | − 0.114 | 0.146 | − 10.774 | − 184.358 |
| Total costs | − 0.047 | 0.030 | − 4.591 | − 184.686 | − 0.033 | 0.032 | − 3.246 | − 136.302 |
| Patients | ||||||||
| Co-payments | − 0.160*** | 0.023 | − 14.786 | − 20.179 | − 0.248*** | 0.042 | − 21.964 | − 26.925 |
| Of these due to T2D | − 0.330*** | 0.016 | − 28.108 | − 16.881 | − 0.438*** | 0.036 | − 35.467 | − 16.931 |
| Observations | 2389 | 2389 | ||||||
ATT average treatment effect on the treated, SE standard error, T2D type 2 diabetes mellitus
*p < 0.10, **p < 0.05, ***p < 0.01
aLog-level model estimates proxy of percentage change. Exact percentage change is calculated as (
bFor pharmaceutical costs, for example, the absolute change in year 1 is computed as follows: , where 1016.13 refers to the mean pharmaceutical cost for the fixed-dose combination cohort in year 1. The corresponding mean values can be found in Table S3 of the OSM