Table 4.

Administrative Data Estimates for Post-Period

Days of formalMonths of formalMonthly SS
employmentemploymentcontributions
Panel A: Treatment–control
 Treatment2.16**0.08**20.66**
(1.09)(0.04)(10.17)
Observations663663663
Panel B: Only using February 2019
 Treatment−0.170.04−1.02
(1.16)(0.04)(11.83)
Observations663663663
Days of formalMonths of formalMonthly SS
employmentemploymentcontributions
Panel A: Treatment–control
 Treatment2.16**0.08**20.66**
(1.09)(0.04)(10.17)
Observations663663663
Panel B: Only using February 2019
 Treatment−0.170.04−1.02
(1.16)(0.04)(11.83)
Observations663663663

Source: Authors’ analysis is based on de-identified administrative data (Ministry of Health and Social Protection 2020).

Note: This table shows the estimates of treatment on administrative outcome measures for the post-period (panel A). Additionally, for comparison with the survey data, we show estimates of treatment on outcomes only for the month of February 2019, the month that the endline survey data was collected (the second shaded-in area in all figures). This is shown separately, since there is a big dip in employment for February in all the figures, potentially making the estimates for February 2019 unrepresentative of employment outcomes in other months. SS, social security. Significance levels (* = 0.10, ** = 0.05, *** = 0.01).

Table 4.

Administrative Data Estimates for Post-Period

Days of formalMonths of formalMonthly SS
employmentemploymentcontributions
Panel A: Treatment–control
 Treatment2.16**0.08**20.66**
(1.09)(0.04)(10.17)
Observations663663663
Panel B: Only using February 2019
 Treatment−0.170.04−1.02
(1.16)(0.04)(11.83)
Observations663663663
Days of formalMonths of formalMonthly SS
employmentemploymentcontributions
Panel A: Treatment–control
 Treatment2.16**0.08**20.66**
(1.09)(0.04)(10.17)
Observations663663663
Panel B: Only using February 2019
 Treatment−0.170.04−1.02
(1.16)(0.04)(11.83)
Observations663663663

Source: Authors’ analysis is based on de-identified administrative data (Ministry of Health and Social Protection 2020).

Note: This table shows the estimates of treatment on administrative outcome measures for the post-period (panel A). Additionally, for comparison with the survey data, we show estimates of treatment on outcomes only for the month of February 2019, the month that the endline survey data was collected (the second shaded-in area in all figures). This is shown separately, since there is a big dip in employment for February in all the figures, potentially making the estimates for February 2019 unrepresentative of employment outcomes in other months. SS, social security. Significance levels (* = 0.10, ** = 0.05, *** = 0.01).

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