Table 6.
Randomization-based Omnibus Joint Significance Tests: All Outcomes (p-values)
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| Outcome Variable | Financial Education | Monthly Reminder | Semimonthly Reminder | Joint Treatments |
| Intervention period: Months 1–12 | ||||
| Net Balance | 0.248 | 0.003 | 0.001 | 0.041 |
| Cumulative Deposits | 0.277 | 0.601 | 0.087 | 0.691 |
| Cumulative Number of Deposits | 0.386 | 0.157 | 0.088 | 0.412 |
| Cumulative Withdrawals | 0.563 | 0.002 | 0.014 | 0.085 |
| Cumulative Number of Withdrawals | 0.026 | 0.012 | 0.022 | 0.239 |
| Post-Intervention Period: Months 13–20 | ||||
| Net Balance | 0.590 | 0.173 | 0.025 | 0.137 |
| Cumulative Deposits | 0.549 | 0.984 | 0.099 | 0.733 |
| Cumulative Number of Deposits | 0.665 | 0.835 | 0.103 | 0.891 |
| Cumulative Withdrawals | 0.183 | 0.600 | 0.351 | 0.713 |
| Cumulative Number of Withdrawals | 0.915 | 0.981 | 0.168 | 0.952 |
Notes: Table presents the randomization pvalue of the Omnibus Test of Treatment Joint Significance for each treatment separately (columns 1, 2 and 3) and any treatment jointly (column 4) obtained from of OLS estimation models that include branch and opening month fixed effects to account for the stratified random assignment design and control variables include age, strata dummies, education level dummies as in Table 1, gender and migrant status of accountholder, with standard errors clustered at month of opening by bank branch. We use randomization inference and re-randomize 2,000 times treatment assignments across participants within each randomization strata as suggested by Young (2018).