Table D.10: Treatment Effects on Prespecified Outcomes with Multiple Testing Adjustments

||(1)<br>Index|(2)<br>Any search|(3)<br>Applications<sup>a,c</sup>|(4)<br>Search hours<sup>c</sup>|(5)<br>Search cost<sup>c</sup>|
|---|---|---|---|---|---|
|Public|-0.012|-0.020|0.018|-0.035|-0.092|
||(0.032)|(0.014)|(0.042)|(0.048)|(0.081)|
|Private|0.006|-0.006|0.036|-0.035|-0.031|
||(0.032)|(0.014)|(0.038)|(0.049)|(0.088)|
|q: Public efect = 0||1.000|1.000|1.000|1.000|
|q: Private efect = 0||1.000|1.000|1.000|1.000|
|q: Public = private efect||1.000|1.000|1.000|1.000|
|Mean outcome|0.001|0.695|12.356|9.791|112.684|
|# observations|6608|6608|6577|6601|6599|
||(1)|(2)|(3)|(4)|(5)|
||Id|R<sup>a,c</sup>|Of<sup>a,c</sup>|Responses per|Ofers per|
||nex|esponses|ers|application<sup>a</sup>|application<sup>a</sup>|
|Public|0.016|0.023|0.006|0.000|-0.000|
||(0.029)|(0.024)|(0.013)|(0.004)|(0.003)|
|Private|0.019|0.016|0.013|-0.005|0.001|
||(0.026)|(0.022)|(0.013)|(0.004)|(0.004)|
|q: Public efect = 0||1.000|1.000|1.000|1.000|
|q: Private efect = 0||1.000|1.000|1.000|1.000|
|q: Public = private efect||1.000|1.000|1.000|1.000|
|Mean outcome|-0.023|0.871|0.195|0.099|0.030|
|# observations|6593|6593|6592|5944|5943|
||(1)|(2)|(3)<br>|(4)<br>|(5)<br>|
||Id|<sup>b</sup>|Applications|Interviews|Ofers|
||nex|Used report|with report<sup>b,c</sup>|with report<sup>b,c</sup>|with report<sup>b,c</sup>|
|Public|NA|0.699|1.682|0.432|0.112|
|||(0.013)|(0.040)|(0.023)|(0.011)|
|Private|NA|0.289|0.572|0.144|0.036|
|||(0.012)|(0.033)|(0.017)|(0.008)|
|q: Public efect = 0||0.001|0.001|0.001|0.001|
|q: Private efect = 0<br>||0.001<br>|0.001<br>|0.001<br>|0.001<br>|
|q: Public = private efect||0.001|0.001|0.001|0.001|
|Mean outcome||0.000|0.000|0.000|0.000|
|# observations||6609|6598|6597|6597|
||(1)|(2)<br>|(3)<br>|(4)<br>|(5)|
||Index|Employed<br>in last week|Employed<br>in month 1|Employed<br>in month 2|Hours<sup>c</sup>|
|Public|0.137<br>|0.052<br>|0.036<br>|0.058<br>|0.201<br>|
||(0.025)|(0.012)|(0.011)|(0.014)|(0.052)|
|Private|0.049|0.011|0.028|0.009|0.066|
||(0.028)|(0.012)|(0.013)|(0.015)|(0.048)|
|q: Public efect = 0||0.001|0.001|0.001|0.001|
|q: Private efect = 0||0.504|0.142|0.504|0.336|
|q: Public = private efect||0.003|0.132|0.002|0.008|
|Mean outcome|0.001|0.309|0.465|0.437|8.848|
|# observations|6609|6607|6604|6607|6598|
||(1)|(2)|(3)|(4)||
||Index|Earnings<sup>c</sup>|Hourly|Written||
||||wage<sup>c</sup>|contract||
|Public|0.106<br>(0028)|0.338<br>(0074)|0.197<br>(0040)|0.020<br>(0010)||
|Private|.<br>0.069|.<br>0.162|.<br>0.095|.<br>0.017||
||(0.030)|(0.078)|(0.046)|(0.009)||
|:Publicefect=0||0001|0001|0019||
|q <br>q: Private efect = 0||.<br>0.066|.<br>0.066|.<br>0.066||
|q: Public = private efect||0.047|0.047|0.345||
|Mean outcome|0.006|159.291|9.840|0.120||
|# observations|6609|6589|6574|6575||

Coefficients are from regressing each outcome on a vector of treatment assignments and randomization block fixed effects. Heteroskedasticity-robust standard errors shown in parentheses, clustering by the 84 treatment dates. Sharpened _q_ -values control the false discovery rate across outcomes in each panel, following Benjamini et al. (2006). The first column of each panel shows inverse covariance-weighted averages of outcomes in each panel, following Anderson (2008). The index is omitted for the report use variables because these are zero for all control group candidates, so the covariance cannot be estimated. Mean outcome is for the control group. All outcomes use a 7-day recall period unless marked with<sup>a</sup> (30-day recall period) or<sup>b</sup> (since treatment). Outcomes marked with<sup>c</sup> use the inverse hyperbolic sine transformation. The sample sizes differ across columns due to item non-response, mostly from respondents reporting that they don’t know the answer. 57