Integrating mobile phone technologies into labor-market intermediation: a multi-treatment experimental design

Table 5 Heterogenous impacts. Labor-Market Intermediation Program, Lima 2009-2010

	Month # 1		Month # 2		Month # 3
dep. var: employment
Panel A: work experience
Intermediation	−0.066	−0.073	0.052	0.072	−0.023	−0.016
	(0.076)	(0.087)	(0.075)	(0.078)	(0.075)	(0.075)
Intermediation*work ever	0.165**	0.165*	0.008	−0.020	0.035	0.016
	(0.084)	(0.095)	(0.083)	(0.089)	(0.082)	(0.078)
Panel B: full-time worker
Intermediation	0.011	0.046	0.033	0.024	−0.017	−0.026
	(0.037)	(0.035)	(0.037)	(0.039)	(0.036)	(0.037)
Intermediation*full time	0.185***	0.205**	0.069	0.104	0.058	0.077
	(0.071)	(0.082)	(0.070)	(0.082)	(0.069)	(0.067)
Panel C: gender
Intermediation	0.052	0.058	0.025	0.043	−0.011	0.001
	(0.047)	(0.043)	(0.046)	(0.042)	(0.046)	(0.046)
Intermediation*men	0.019	0.007	0.052	0.022	0.022	−0.007
	(0.065)	(0.066)	(0.064)	(0.068)	(0.063)	(0.070)
Panel D: economic status
Middle	−0.005	−0.020	0.014	0.013	−0.020	−0.028
	(0.074)	(0.091)	(0.073)	(0.088)	(0.072)	(0.077)
High	0.029	−0.028	−0.019	−0.013	−0.107	−0.089
	(0.078)	(0.087)	(0.077)	(0.078)	(0.076)	(0.074)
Intermediation*poor	0.054	0.053	0.061	0.064	−0.012	−0.019
	(0.040)	(0.040)	(0.039)	(0.041)	(0.039)	(0.039)
Intermediation*middle	0.067	0.074	0.011	0.023	−0.004	0.017
	(0.077)	(0.083)	(0.076)	(0.080)	(0.076)	(0.074)
Intermediation*high	0.113	0.091	0.093	0.059	0.086	0.052
	(0.083)	(0.077)	(0.082)	(0.082)	(0.081)	(0.085)
p-value of F-test for equality of coeff	0.819	0.915	0.750	0.914	0.546	0.691
N	1118	1118	1118	1118	1118	1118
Covariates	no	yes	no	yes	no	yes
Experimental groups FE	no	yes	no	yes	no	yes

Notes: Clustered standard errrors in parenthesis. Estimates based on a parametric cross-sectional estimator. The treatment indicator takes the value 1 for those benefiting from labor-market intermediation, 0 otherwise. Control variables are the same as those included in Table 3. ***statistically significant at 1%, **statistically significant at 5%, *statistically significant at 10%.