From: The redistributive effects of copayment in outpatient prescriptions: evidence from Lombardy
Variables | Copayment (Model #1) | Cost (Model #2) |
---|---|---|
Number of prescriptions | 3.705*** | 8.874*** |
Female | 4.517*** | –8.412*** |
Age | 0.386*** | 1.175*** |
Number of children | –0.00863 | –1.698*** |
Family members with disability | 3.171*** | 6.652** |
Dependent spouse | –1.598*** | –8.886*** |
Self Employed | 6.185 | 6.629 |
Income classes | ||
8,000 | 9.087 | 7.45 |
8,001−15,000 | 11.41 | 15.39 |
15,001−24,000 | 12.95 | 23.81 |
24,001−35,000 | 13.86* | 24.81 |
35,001−55,000 | 14.17* | 26.16 |
55,001−75,000 | 11.85 | 14.4 |
>75,001 | 4.776 | –1.135 |
Demand groups | ||
Group #1 | –28.20*** | –30.86 |
Group #2 | –18.68 | –47.81 |
Interaction income classes-demand groups | ||
8,000 # Group #1 | –11.07 | –9.335 |
8,000 # Group #2 | -22.46 | -9.417 |
8,001−15,000 # Group #1 | –12.66 | –12.19 |
8,001−15,000 # Group #2 | –23.89 | –19.9 |
15,001−24,000 # Group #1 | –12.49 | –13.5 |
15,001−24,000 # Group #2 | –25.99 | –32.26 |
24,001−35,000 # Group #1 | –14.62 | –16.5 |
24,001−35,000 # Group #2 | –27.4 | –37.17 |
35,001−55,000 # Group #1 | –16.11* | –21.23 |
35,001−55,000 # Group #2 | –27.75 | –40.61 |
55,001−75,000 # Group #1 | –15.81 | –15.64 |
55,001−75,000 # | –25.24 | –28.98 |
>75,001 # Group #1 | –13.87 | –11.67 |
>75,001 # Group #2 | –19.66 | –15.39 |
Interaction income classes-self employed | ||
8,000 # Self Employed | –10.62 | –13.94 |
8,001−15,000 # Self Employed | –10.21 | –14.02 |
15,001−24,000 # Self Employed | –12.8 | –17.72 |
24,001−35,000 # Self Employed | –13.53* | –21.94 |
35,001−55,000 # Self Employed | –12.68 | –19.61 |
55,001−75,000 # Self Employed | –9.665 | –11.28 |
>75,001 # Self Employed | –8.995 | –9.57 |
Interaction demand groups-self employed | ||
Group #1 # Self Employed | –9.045 | –3.248 |
Group #2# Self Employed | –20.12 | –17.39 |
Interaction income classes-demand groups-self employed | ||
8,000 # Group #1 # Self Employed | 11.78 | 16.78 |
8,000 # Group #2# Self Employed | 23.15 | 16.86 |
8,001−15,000 # Group #1 # Self Employed | 9.68 | 8.141 |
8,001−15,000 # Group #2# Self Employed | 21 | 12.45 |
15,001−24,000 # Group #1 # Self Employed | 10.31 | 3.395 |
15,001−24,000 # Group #2# Self Employed | 22.55 | 15.59 |
24,001−35,000 # Group #1 # Self Employed | 11.44 | 7.053 |
24,001−35,000 # Group #2# Self Employed | 23.14 | 20.38 |
35,001−55,000 # Group #1 # Self Employed | 12.1 | 7.858 |
35,001−55,000 # Group #2# Self Employed | 22.54 | 19.6 |
55,001−75,000 # Group #1 # Self Employed | 10.26 | 6.537 |
55,001−75,000 # Group #2# Self Employed | 18.97 | 10.18 |
>75,001 # Group #1 # Self Employed | 11.57 | 10.58 |
>75,001 # Group #2# Self Employed | 19.14 | 10.25 |
ASL dummies | included | included |
Marital status dummies | included | included |
Constant | 29.53*** | 29.71 |
Observations | 1,688,020 | 1,688,020 |
R-squared | 0.599 | 0.162 |
BIC | 17,951,547.9 | 23,988,370.4 |