use "dmap_update1024recoded_3.dta" ******************************************************************************************************************************************************** *** Black/White Discrimination Field Experiments 1989-2015 ******************************************************************************************************************************************************** tab fieldwork_year if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, mi tab studyid if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, mi sum lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, de * Meta-analysis metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, nograph random metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, nograph eform random * Small study effects analysis twoway (scatter rr_best_lnse lrr_best) if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, yscale(reverse) metabias lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, egger rr * Top 10 percent by precision tab rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, mi metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & rr_best_lnse<=0.0606367, nograph random metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & rr_best_lnse<=0.0606367, nograph eform random * Trim-and-fill linear estimator metatrim lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 metatrim lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, eform * PET-PEESE gen rr_best_lnvar = rr_best_lnse * rr_best_lnse // Calculate variance reg lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 [pw=1/rr_best_lnvar] // PET reg lrr_best rr_best_lnvar if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 [pw=1/rr_best_lnvar] // PEEEE di exp(0.182192) * Limited to correspondence studies metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==0, nograph random metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==0, nograph random eform metatrim lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==0 metatrim lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==0, eform * Limited to in-person audit studies metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==1, nograph random metan lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==1, nograph random eform metatrim lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==1 metatrim lrr_best rr_best_lnse if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988 & study_method==1, eform * Publication bias test reg lrr_best race_not_focus journal_article study_method rfieldwork_year /// if black==1 & effect_level==1 & outcome2==1 & rfieldwork_year>2000 ******************************************************************************************************************************************************** *** Hispanic/White Discrimination Field Experiments 1989-2015 ******************************************************************************************************************************************************** tab fieldwork_year if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, mi tab studyid if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, mi sum lrr_best rr_best_lnse if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, de * Meta-analysis metan lrr_best rr_best_lnse if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, nograph random metan lrr_best rr_best_lnse if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, nograph eform random * Small study effects analysis twoway (scatter rr_best_lnse lrr_best) if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, yscale(reverse) metabias lrr_best rr_best_lnse if hisp==1 & effect_level==1 & outcome2==1 & rfieldwork_year>1988, egger rr