Table 4 Fuzzy RDD estimates of the impact of a T2DM diagnosis on depression—heterogeneity analysis
From: Sick and depressed? The causal impact of a diabetes diagnosis on depression
(1) | (2) | (3) | |
|---|---|---|---|
All | Men | Women | |
Panel A: Full-Sample: | |||
T2DM Diagnosis [0,1] | 0.016** (0.005) | -0.001 (0.006) | 0.032*** (0.008) |
Observations | 34,319 | 16,483 | 17,836 |
Proportion of Treated | 0.67 | 0.69 | 0.66 |
Panel B: Weight Loss: | |||
T2DM Diagnosis [0,1] | -0.032 (0.022) | -0.083* (0.037) | 0.001 (0.025) |
Observations | 6990 | 3111 | 3879 |
Proportion of Treated | 0.84 | 0.85 | 0.83 |
Panel C: No Weight Loss: | |||
T2DM Diagnosis [0,1] | 0.032* (0.015) | 0.015 (0.016) | 0.058* (0.025) |
Observations | 6862 | 3242 | 3620 |
Proportion of Treated | 0.84 | 0.85 | 0.83 |
Panel D: Healthy Weight: | |||
T2DM Diagnosis [0,1] | -0.002 (0.014) | -0.010 (0.013) | 0.018 (0.026) |
Observations | 2690 | 1347 | 1343 |
Proportion of Treated | 0.69 | 0.74 | 0.64 |
Panel E: Overweight: | |||
T2DM Diagnosis [0,1] | 0.006 (0.008) | -0.002 (0.011) | 0.014 (0.016) |
Observations | 10,053 | 5619 | 4434 |
Proportion of Treated | 0.73 | 0.74 | 0.72 |
Panel F: Obese: | |||
T2DM Diagnosis [0,1] | 0.024*** (0.007) | 0.003 (0.008) | 0.041*** (0.010) |
Observations | 21,539 | 9502 | 12,037 |
Proportion of Treated | 0.65 | 0.66 | 0.64 |
Panel G: Age ≥ 60: | |||
T2DM Diagnosis [0,1] | 0.013* (0.006) | -0.003 (0.008) | 0.025** (0.008) |
Observations | 23,161 | 10,612 | 12,549 |
Proportion of Treated | 0.72 | 0.73 | 0.71 |
Panel H: Age < 60: | |||
T2DM Diagnosis [0,1] | 0.027** (0.009) | 0.003 (0.011) | 0.055*** (0.015) |
Observations | 11,158 | 5871 | 5287 |
Proportion of Treated | 0.57 | 0.62 | 0.51 |