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. 2022 Oct 31;21(1):109–118. doi: 10.1007/s40258-022-00760-x

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 (expATT)-1×100%

bFor pharmaceutical costs, for example, the absolute change in year 1 is computed as follows: (0.008×1016.13)/(1+0.008), 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