Table 6:
Treatments on Cumulative Mean Adherence Including Post-Incentives (Months 2 – 26)
(1) | (2) | (3) | (4) | (5) | (6) | (7) | |
---|---|---|---|---|---|---|---|
(OLS) | (OLS) | (Tobit) | (Tobit) | Mean Adherence | Mean Adherence | Mean Adherence | |
Mean Adherence | Mean Adherence | Mean Adherence | Mean Adherence | 25th Quantile | 50th Quantile | 75th Quantile | |
Tl group | 0.0490 (0.049) | 0.0682 (0.049) | 0.0365 (0.046) | 0.0532 (0.045) | 0.0368 (0.103) | 0.0286 (0.059) | 0.0302 (0.031) |
T2 group | 0.1246*** (0.046) | 0.1263** (0.048) | 0.0921** (0.042) | 0.1063** (0.047) | 0.1507 (0.106) | 0.0591 (0.049) | 0.0559** (0.024) |
Controls included | No | Yes | No | Yes | Yes | Yes | Yes |
Observations | 60 | 60 | 60 | 60 | 60 | 60 | 60 |
Mean (Qntl.) of dep var | 0.833 | 0.833 | 0.833 | 0.833 | 0.723 | 0.875 | 0.938 |
Standard errors in parentheses
p < 0.10,
p < 0.05,
p < 0.01
Notes: This table presents the coefficient estimates from both OLS and Tobit (censored) regression models of cumulative mean ARV adherence over the 20-month intervention and 6 months post-incentives on indicator variables for the two treatment groups, estimated using heteroscedasticity-consistent standard errors. Columns 1 and 3 (2 and 4) show the coefficients from the models estimated without (and with) demographic controls that include participants’ age, gender, education, marital status, a measure of household assets, home ownership status, monthly income, travel costs to the clinic, household size, measures of physical and mental health, intrinsic motivation, and present-biased preferences. Columns 5 – 7 display coefficients from the same model estimated with all of the demographic controls as a quantile regression at the 25th, 50th, and 75th percentiles of cumulative ARV adherence over months 2 – 26. The average cumulative ARV adherence over months 2 –26 was 83.3% among the full sample (N=60).