Table 8.

Heterogeneous impacts in the full sample: household had mechanized desludging in past year.

	(1)	(2)	(3)	(4)
	Signed Up	Subsidized Desludging	Unsubsidized Mechanized Desludging	Any Mechanized Desludging
High subsidy	0.213∗∗∗ (0.028)	0.057∗∗∗ (0.016)	−0.049∗∗ (0.024)	0.012 (0.025)
Deposit required	−0.093∗∗ (0.043)	−0.047∗∗ (0.024)	0.025 (0.036)	−0.032 (0.038)
Mechanized desludging in year before baseline	0.140∗∗ (0.062)	−0.030 (0.035)	0.483∗∗∗ (0.054)	0.459∗∗∗ (0.056)
Mechanized desludging more than a year before baseline	0.139∗ (0.081)	0.047 (0.045)	0.074 (0.070)	0.140∗ (0.073)
Never desludged before baseline	0.009 (0.064)	−0.040 (0.036)	−0.025 (0.055)	−0.076 (0.057)
High subsidy × Mechanized desludging in year before baseline	0.033 (0.040)	0.113∗∗∗ (0.022)	−0.115∗∗∗ (0.034)	0.000 (0.036)
High subsidy × Mechanized desludging more than a year before baseline	0.052 (0.052)	0.016 (0.029)	0.084∗ (0.044)	0.085∗ (0.046)
High subsidy × Never desludged before baseline	−0.102∗∗ (0.041)	−0.035 (0.023)	0.044 (0.036)	0.002 (0.037)
Deposit required × Mechanized desludging in year before baseline	−0.038 (0.061)	0.063∗ (0.034)	−0.027 (0.053)	0.036 (0.055)
Deposit required × Mechanized desludging more than a year before baseline	−0.085 (0.082)	−0.026 (0.045)	0.010 (0.070)	−0.024 (0.073)
Deposit required × Never desludged before baseline	0.022 (0.062)	0.068∗∗ (0.034)	−0.035 (0.053)	0.048 (0.055)
R2	0.252	0.194	0.356	0.416
Mean of Dependent Variable	0.398	0.074	0.237	0.315
N	3757	3757	3395	3395
Combined Effects:
High subsidy if mech in year before baseline	0.246∗∗∗ (0.029)	0.170∗∗∗ (0.016)	−0.164∗∗∗ (0.025)	0.012 (0.026)
High subsidy if mech more than a year before baseline	0.266∗∗∗ (0.043)	0.072∗∗∗ (0.024)	0.035 (0.037)	0.097∗∗ (0.039)
High subsidy if never desludged before baseline	0.111∗∗∗ (0.030)	0.022 (0.017)	−0.004 (0.026)	0.014 (0.027)
Deposit if mech in year before baseline	−0.130∗∗∗ (0.043)	0.016 (0.024)	−0.003 (0.038)	0.004 (0.040)
Deposit if mech more than a year before baseline	−0.178∗∗ (0.069)	−0.073∗ (0.038)	0.034 (0.060)	−0.055 (0.062)
Deposit if never desludged before baseline	−0.070 (0.044)	0.021 (0.024)	−0.010 (0.039)	0.016 (0.040)

Note: Controls in all regressions include: pre-intervention outcomes (manual desludging in year before baseline) and fixed effects at the grid-point level. Standard errors are in parentheses: ${}^{\ast }p<$0.10, ${}^{\ast \ast }p<$0.05, ${}^{\ast \ast \ast }p<$0.01. Outcome variables are (1) signed up for the subsidized mechanized desludging through the subscription, (2) purchased the subsidized mechanized desludging through the subscription, (3) purchased an unsubsidized mechanized desludging between the baseline and endline, and (4) purchased any mechanized desludging between the baseline and the endline. In the lower panel, ‘High subsidy if mech in year before baseline’ shows the value of the sum of the coefficient on ‘High subsidy’ and ‘High subsidy x Mechanized desludging in year before baseline,’ the heterogeneous treatment effect.