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PRWP

Reproducibility package for Why Don’t Jobseekers Search More? Barriers And Returns To Search On A Job Matching Platform

2026
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Reference ID
RR_PAK_2026_662
Author(s)
Kate Vyborny, Erica Field, Robert Garlick, Nivedhitha Subramanian
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jul 30, 2026
Last modified
Jul 30, 2026
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README for reproducibility package for Why Don’t Jobseekers Search More? Barriers And Returns To Search On A Job Matching Platform
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Reproducibility package
Additional Documentation
Questionnaires
1. Household Survey.pdf
2. Subscriber Signup Surveys.pdf
3. Jobseeker Updates Surveys.pdf
4. Jobseeker Survey About On and Offplatform Search.pdf
5. Firm Baseline and Adlisting Survey (In-Person).pdf
6. Firm Feedback Survey.pdf
7. Firm Midline Survey.pdf
8. Jobseeker Screener-Application Survey.pdf
9. LFS Questionnaire-2018-19-Final.pdf
Code
01_Masterdofile.do
ado
backup.trk
c
carryforward.ado
carryforward.hlp
cleanplots.sthlp
cvlasso.ado
cvlasso.sthlp
cvlassologit.ado
cvlassologit.sthlp
d
distinct.ado
distinct.hlp
e
egenmore.sthlp
ereplace.ado
ereplace.sthlp
estadd.ado
estadd.hlp
estfe.ado
estout.ado
estout.hlp
estpost.ado
estpost.hlp
eststo.ado
eststo.hlp
esttab.ado
esttab.hlp
f
fasterxtile.ado
fasterxtile.sthlp
fcollapse.ado
fcollapse.sthlp
fcollapse_functions.mata
fcollapse_main.mata
fegen.ado
fegen.sthlp
fegen_group.ado
fisid.ado
fisid.sthlp
flevelsof.ado
flevelsof.sthlp
fmerge.ado
fmerge.sthlp
freshape.ado
fsort.ado
fsort.sthlp
ftab.ado
ftools.ado
ftools.mata
ftools.sthlp
ftools_common.mata
ftools_experimental.mata
ftools_hash1.mata
ftools_main.mata
ftools_plugin.mata
ftools_type_aliases.mata
g
gcollapse.ado
gcollapse.sthlp
gcontract.ado
gcontract.sthlp
gdistinct.ado
gdistinct.sthlp
gduplicates.ado
gduplicates.sthlp
gegen.ado
gegen.sthlp
gglm.ado
gglm.sthlp
gisid.ado
gisid.sthlp
givregress.ado
givregress.sthlp
glevelsof.ado
glevelsof.sthlp
gpoisson.ado
gquantiles.ado
gquantiles.sthlp
greg.ado
greg.sthlp
gregress.ado
gregress.sthlp
greshape.ado
greshape.sthlp
gstats.ado
gstats.sthlp
gstats_hdfe.sthlp
gstats_moving.sthlp
gstats_range.sthlp
gstats_residualize.sthlp
gstats_sum.sthlp
gstats_summarize.sthlp
gstats_tab.sthlp
gstats_transform.sthlp
gstats_winsor.sthlp
gtools.ado
gtools.sthlp
gtools_macosx_v2.plugin
gtools_macosx_v3.plugin
gtools_unix_v2.plugin
gtools_unix_v3.plugin
gtools_windows_v2.plugin
gtools_windows_v3.plugin
gtop.ado
gtop.sthlp
gtoplevelsof.ado
gtoplevelsof.sthlp
gunique.ado
gunique.sthlp
h
hashsort.ado
hashsort.sthlp
i
ivlasso.ado
ivlasso.ihlp
ivlasso.sthlp
ivlasso_p.ado
ivreg2.ado
ivreg2.sthlp
ivreg210.ado
ivreg210.sthlp
ivreg210_p.ado
ivreg28.ado
ivreg28.hlp
ivreg28_cue.ado
ivreg28_p.ado
ivreg29.ado
ivreg29.hlp
ivreg29_cue.ado
ivreg29_p.ado
ivreg2_p.ado
ivreghdfe.ado
ivreghdfe.sthlp
j
join.ado
join.sthlp
l
labcd.ado
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labdel.ado
labdel.hlp
labdtch.ado
labdtch.hlp
lablog.ado
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labmap.ado
labmap.hlp
labmask.ado
labmask.hlp
labnoeq.ado
labnoeq.hlp
labvalch.ado
labvalch.hlp
labvalclone.ado
labvalclone.sthlp
labvalcombine.ado
labvalcombine.hlp
labvarch.ado
labvarch.hlp
lasso2.ado
lasso2.sthlp
lasso2_p.ado
lassologit.ado
lassologit.ihlp
lassologit.sthlp
lassologit_p.ado
lassoutils.ado
lgtools.mlib
livreg2.mlib
local_inlist.ado
local_inlist.sthlp
lparallel.mlib
m
ms_add_comma.ado
ms_compile_mata.ado
ms_expand_varlist.ado
ms_fvstrip.ado
ms_fvstrip.sthlp
ms_fvunab.ado
ms_get_version.ado
ms_parse_absvars.ado
ms_parse_depvar.ado
ms_parse_varlist.ado
ms_parse_vce.ado
p
parallel.ado
parallel.sthlp
parallel_append.ado
parallel_bs.ado
parallel_map.ado
parallel_map.sthlp
parallel_map_template.do.ado
parallel_sim.ado
parallel_source.sthlp
pdslasso.ado
pdslasso.sthlp
r
randtreat.ado
randtreat.sthlp
ranktest.ado
ranktest.sthlp
ranktest11.ado
ranktest11.sthlp
ranktest9.ado
reghdfe.ado
reghdfe.mata
reghdfe.sthlp
reghdfe3.ado
reghdfe3.sthlp
reghdfe3_estat.ado
reghdfe3_footnote.ado
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reghdfe5.ado
reghdfe5.mata
reghdfe5.sthlp
reghdfe5_estat.ado
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reghdfe5_header.ado
reghdfe5_p.ado
reghdfe5_parse.ado
reghdfe_estat.ado
reghdfe_footnote.ado
reghdfe_header.ado
reghdfe_p.ado
reghdfe_programming.sthlp
require.ado
require.sthlp
rlasso.ado
rlasso.sthlp
rlassologit.ado
rlassologit.sthlp
rlasso_p.ado
s
scheme-cleanplots.scheme
swindex.ado
swindex.sthlp
stata.trk
u
unique.ado
unique.sthlp
w
winsor.ado
winsor.hlp
_
_eststo.ado
_eststo.hlp
_gadjl.ado
_gadju.ado
_gaxis.ado
_gbase.ado
_gbom.ado
_gbomd.ado
_gclsst.ado
_gcorr.ado
_gd2.ado
_gdayofyear.ado
_gdecimal.ado
_gdensity.ado
_gdhms.ado
_gegroup.ado
_gelap.ado
_gelap2.ado
_geom.ado
_geomd.ado
_gewma.ado
_gfilter.ado
_gfirst.ado
_gfoy.ado
_ggmean.ado
_ggroup2.ado
_ghmean.ado
_ghmm.ado
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_gifirst.ado
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_gincss.ado
_giso3166.ado
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_gxtile.ado
Analysis
Main
main_se_analysis_paper.do
Subsidiary
dispersioneffects.do
figure_1_se_sub_app_decision_by_treat.do
figure_a1_se_sub_lfs_jtvacancies_salaries_overlap.do
figure_b1_se_sub_person_application_interviews_ntimes.do
figure_b2_late_bounds_with_defiers.do
figure_c1_se_sub_app_decision_by_treat.do
figure_c2_3_se_sub_te_app_quint_match_values.do
figure_c4_se_sub_person_round_napplications.do
figure_c5_6_se_sub_te_app_quint_mean_max_batch_vals.do
figure_c7_se_sub_figure_joborder_applications.do
se_sub_caplabel.do
se_sub_caplabel_compliers.do
se_sub_oneoff_stats.do
se_sub_summary_stats_sample_selection_balance_labels.do
table_1_2_se_sub_summary_stats_js_jobs.do
table_3_se_sub_matchlevel_main_result.do
table_a1_panel_1_se_sub_lfs_person_table.do
table_a1_panel_2_3_se_sub_lfs_person_table.do
table_b10_se_sub_person_rand_insturments_answer_survey_modules.do
table_b1_se_sub_hte_matchlevel_3panels.do
table_b2_se_sub_match_main_2panel_interacted_proxies_V.do
table_b3_se_sub_match_sensitiveanalysis_9columns.do
table_b4_se_sub_person_non_app_measures.do
table_b5_se_sub_match_changes_js_profile_pref.do
table_b6_se_sub_alt_test_constant_returns.do
table_b7_se_sub_person_search_work_te.do
table_b8_se_sub_person_intensive_search_te.do
table_b9_se_sub_person_survey_engage.do
table_c10_se_sub_response_btw_periods.do
table_c12_se_sub_matchlevel_main_result_js_fe.do
table_c13_se_sub_matchlevel_main_result_crossover_matches.do
table_c14_se_sub_matchlevel_main_result_excl_rounds_JCs_job_info.do
table_c15_se_sub_recall_receiving_matches.do
table_c16_se_sub_beliefs_returns_to_search.do
table_c17_se_sub_treatment_effects_applying_random_chosen_vacancies.do
table_c1_se_sub_matchlevel_main_result_other_treatments.do
table_c2_se_stats.do
table_c3_se_stats.do
table_c4_se_stats.do
table_c5_11_se_sub_match_js_charact_marg_infra_apps.do
table_c6_se_sub_dispersioneffects_value_vacancy.do
table_c7_se_sub_matchlevel_pecuniary_time_costs.do
table_c8_se_sub_reminder_text_messages.do
table_c9_se_sub_length_app_timing_call.do
tab_fig_d1_d2_se_sub_matchlevel_spillovers.do
typemeans6.do
Cleaning
additional_labels
valuelabels_allout.do
valuelabels_apply.do
valuelabels_availability.do
valuelabels_availability_inc.do
valuelabels_caller.do
valuelabels_crossover_SE.do
valuelabels_drop.do
valuelabels_drop_extend.do
valuelabels_education_level_js.do
valuelabels_female_js.do
valuelabels_firm_edu_required_ad.do
valuelabels_hy_when.do
valuelabels_jt_ja.do
valuelabels_mem_ed__hh.do
valuelabels_mem_gender__hh.do
valuelabels_not_avail_sear_offplatform.do
valuelabels_not_avail_sear_work.do
valuelabels_optout1.do
valuelabels_optout3.do
valuelabels_optoutwork3.do
valuelabels_optout_sear_offplatform1.do
valuelabels_optout_sear_work1.do
valuelabels_outgoing.do
valuelabels_sear.do
valuelabels_searclient.do
valuelabels_sear_offplat_other.do
valuelabels_status.do
valuelabels_var_ext_missings.do
valuelabels_work.do
valuelabels_yesno.do
valuelabels_yesnomiss.do
vl_crossover_SE.do
vl_deg_specify_lab_ad.do
vl_education_level_js.do
vl_employee_hours_alternative_ad.do
vl_employment_duration_ad.do
vl_female_js.do
vl_firm_edu_required_ad.do
vl_hy_when.do
vl_industry_classification_fs.do
vl_job_code_ad.do
vl_job_gender_ad.do
vl_jt_ja.do
vl_location_type.do
vl_mem_ed__hh.do
vl_mem_gender__hh.do
vl_outgoing.do
vl_pick_and_drop_fs.do
vl_var_ext_missings.do
vl_women_incl_fs.do
vl_yesnomiss.do
firmfeedback_subfiles_se
firmfeedback_subfile_intmed_cons_se.do
firmfeedback_subfile_labels_se.do
firmfeedback_subfile_manualcleaning_se.do
firmfeedback_subfile_matchlevel_labels_se.do
firmfeedback_subfile_tablecode_joblevel_se.do
firmfeedback_subfile_tablecode_matchlevel_se.do
FS_ADL_labels.do
jt_ja_harmonized_JSF_CV_updates.dta
se_sub_cleaning_01_hhdata_prep.do
se_sub_cleaning_02_js_signup_prep.do
se_sub_cleaning_03_js_updates_prep.do
se_sub_cleaning_04_js_surveyvars_prep.do
se_sub_cleaning_05_firmbl_adlisting_prep.do
se_sub_cleaning_06_firmfeedback_prep.do
se_sub_cleaning_07_matches_prep.do
se_sub_cleaning_08_screenersurvey_prep.do
se_sub_setup.do
summary_se
se_sub_cleaning_main_parta.do
se_sub_cleaning_main_partb.do
se_sub_cleaning_main_partc.do
se_sub_extended_missings.do
se_sub_individual_level_analysis.do
se_sub_individual_round_level_analysis.do
se_sub_job_level_analysis.do
se_sub_match_level_analysis.do
WMP_JOBMATCHING_ANALYSIS_PREP.do
WMP_JOBMATCHING_LABELS_se.do
Data
20percent_bonuscalls_prep.dta
20percent_prep.dta
20percent_prep_attempt.dta
adlisting_prep_se.dta
all_optout.dta
CC_jobs_cv_scoring.dta
csv
20percent_bonuscalls_prep.csv
20percent_prep.csv
20percent_prep_attempt.csv
adlisting_prep_se.csv
all_optout.csv
CC_jobs_cv_scoring.csv
cv_tracking_batches.csv
CV_updates_Highed_attempts.csv
cv_updates_highed_data.csv
cv_updates_highed_data_2020_11_30.csv
cv_updates_highed_data_25 jun 2021.csv
CV_updates_Lowed_attempts.csv
CV_updates_Lowed_FS_attempts.csv
cv_updates_uniq_ID_list_he_2022_08_11_b5.csv
feedback_joblevel_prep_allvars_se.csv
feedback_joblevel_prep_se.csv
feedback_matchlevel_prep_allvars_se.csv
feedback_matchlevel_prep_se.csv
FirmSurvey_nodup_anon_se.csv
firms_prep_se.csv
FR_jobs_cv_scoring.csv
FS_adlisting_anon_se.csv
FS_del_cleaned_unique_jobid.csv
FS_del_cleaned_unique_memidjobid_anon.csv
FS_feedback_cleaned_anon_se.csv
FS_interview_med.csv
FS_MidlineSurvey_feedback_cleaned.csv
FS_non_compliance_int_med.csv
hhdata_prep_se.csv
HHlisting_long_anony.csv
individual_level_analysis.csv
individual_level_subscriber_analysis.csv
individual_round_level_analysis.csv
intmed_prep.csv
jaebs_prep.csv
JA_updated.csv
job_level_analysis_se.csv
jsfollowup_prep.csv
JTupdates_JA_harmonized.csv
JT_followup_survey_rand.csv
jt_ja_harmonized_JSF_CV_updates.csv
jt_ja_harmonized_prep_se.csv
jt_ja_harmonized_updates_prep_se.csv
JT_JA_screener_appended.csv
JT_JA_signup_harmonized_se.csv
JT_noid_duprem.csv
JT_noid_updated.csv
JT_rand_preload_10percent_hybridmod.csv
LFS 2018-19.csv
matches_JT_JA_consolidated.csv
matches_prep_se.csv
match_level_analysis.csv
match_level_analysis_sensitivity.csv
match_level_oct2022.csv
pickup_prep_se.csv
post_sep2020_call_order.csv
pre_sep2020_call_order_recovered.csv
screener_prep_se.csv
search_work_resp_ac.csv
se_matchlevel_latent_interview_probability_variation_v1.csv
triminput.csv
Updates_survey_var_JT.csv
cv_tracking_batches.dta
CV_updates_Highed_attempts.dta
CV_updates_highed_data.dta
cv_updates_highed_data_2020_11_30.dta
cv_updates_highed_data_25 Jun 2021.dta
CV_updates_Lowed_attempts.dta
CV_updates_Lowed_FS_attempts.dta
cv_updates_uniq_ID_list_he_2022_08_11_b5.csv
feedback_joblevel_prep_allvars_se.dta
feedback_joblevel_prep_se.dta
feedback_matchlevel_prep_allvars_se.dta
feedback_matchlevel_prep_se.dta
FirmSurvey_nodup_anon_se.dta
firms_prep_se.dta
FR_jobs_cv_scoring.dta
FS_adlisting_anon_se.dta
FS_del_cleaned_unique_jobid.dta
FS_del_cleaned_unique_memidjobid_anon.dta
FS_feedback_cleaned_anon_se.dta
FS_interview_med.dta
FS_MidlineSurvey_feedback_cleaned.dta
FS_non_compliance_int_med.dta
hhdata_prep_se.dta
HHlisting_long_anony.dta
individual_level_analysis.dta
individual_level_subscriber_analysis.dta
individual_round_level_analysis.dta
intmed_prep.dta
jaebs_prep.dta
JA_updated.dta
job_level_analysis_se.dta
jsfollowup_prep.dta
JTupdates_JA_harmonized.dta
JT_followup_survey_rand.dta
jt_ja_harmonized_JSF_CV_updates.dta
jt_ja_harmonized_prep_se.dta
jt_ja_harmonized_updates_prep_se.dta
JT_JA_screener_appended.dta
JT_JA_signup_harmonized_se.dta
JT_noid_duprem.dta
JT_noid_updated.dta
JT_rand_preload_10percent_hybridmod.dta
LFS 2018-19.dta
matches_JT_JA_consolidated.dta
matches_prep_se.dta
match_level_analysis.dta
match_level_analysis_sensitivity.dta
match_level_oct2022.dta
pickup_prep_se.dta
post_sep2020_call_order.dta
pre_sep2020_call_order_recovered.dta
screener_prep_se.dta
search_work_resp_ac.dta
se_matchlevel_latent_interview_probability_variation_v1.dta
triminput.dta
Updates_survey_var_JT.dta
Output
Figures
combined_graph_simple_v1.pdf
combined_graph_simple_v1.png
combined_graph_simple_v2.pdf
combined_graph_simple_v2.png
figA1.pdf
fig_1.gph
fig_2.gph
match_index_all_vars_v_m_q.eps
match_index_all_vars_v_m_q.png
match_index_all_vars_v_p_q.eps
match_index_all_vars_v_p_q.png
match_salary_min_cons_ad_m_q.eps
match_salary_min_cons_ad_m_q.png
match_salary_min_cons_ad_p_q.eps
match_salary_min_cons_ad_p_q.png
nmatches_byround_1vs2_fe.eps
nmatches_byround_1vs2_fe_scale.eps
personround_between_maxsalaryonround_q.eps
personround_between_maxvindonround_q.eps
personround_between_meansalaryonround_q.eps
personround_between_meanvindonround_q.eps
se_joborder_applications.eps
se_match_ivbounds.eps
se_match_ivbounds.png
se_person_level_itt_ntimes_applied_v1.eps
se_person_level_itt_ntimes_applied_v1.png
se_person_level_itt_ntimes_inter_v1.eps
se_person_level_itt_ntimes_inter_v1.png
se_spillovers_treateffect.pdf
se_spillovers_variation_density.pdf
se_spillovers_variation_density_bysize.pdf
Logfiles
table_c2_se_stats_log.smcl
table_c3_se_stats_log.smcl
table_c4_se_stats_log.smcl
Tables
effects_on_dispersion_2.tex
se_joborder_outcomes_d_separate_6.tex
se_matchlevel_compliermeans_02.tex
se_matchlevel_compliermeans_04.tex
se_matchlevel_hte_iv_panel_Updated.tex
se_matchlevel_hte_planinterview_panel_Updated.tex
se_matchlevel_hte_selected_int_conso_bound_panel_Updated.tex
se_matchlevel_int_iv_sensative_hypo.tex
se_matchlevel_int_sensative_hypo.tex
se_matchlevel_panela_interacted_proxies_V.tex
se_matchlevel_panelb_interacted_proxies_V.tex
se_matchlevel_paper_decomposing_v1.tex
se_matchlevel_paper_table2_unweighted.tex
se_matchlevel_paper_table2_unweighted_cross.tex
se_matchlevel_paper_table2_unweighted_crossover_jt_fe.tex
se_matchlevel_paper_table2_unweighted_cross_1.tex
se_matchlevel_paper_table2_unweighted_jobdetails.tex
se_matchlevel_sensative_hh_9columns_apply.tex
se_matchlevel_sensative_hh_9columns_interview.tex
se_matchlevel_sensative_hh_9columns_iv.tex
se_matchlevel_sensative_hypo.tex
se_matchlevel_smsfreecallback_v2.tex
se_personcycle_gotcallsms_paper_fullsample_v14.tex
se_personlevel_intensive_search_un_heck.tex
se_personlevel_iv_quality_fullsample_wave.tex
se_person_instruments_non_res_paper_beliefs.tex
se_person_instruments_non_res_paper_firststage.tex
se_person_instruments_non_res_paper_search_work.tex
se_person_survey_engage_paper.tex
se_spillovers_main.tex
se_spillovers_vacancylevel.tex
se_stats_oneoff.tex
se_sub_matchlevel_procrastinationa_test.tex
se_sub_matchlevel_procrastinationb_remindersms.tex
se_sub_personroundlevel_4_5_combined_wcontrols.tex
summstats_compare.tex
summstats_compare_female.tex
summstats_compare_male.tex
table1_summstats_respond_v2.tex
table1_summstats_vacancy.tex
data_hash_report.csv
LICENSE.txt
README.pdf
reproducibility_report_RR_PAK_2026_662.pdf
WB-IGO-RIDER.txt
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