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PRWP

Reproducibility package for Safety First: Perceived Risk of Street Harassment and Educational Choices of Women

2026
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Reference ID
RR_IND_2024_244
DOI
https://doi.org/10.60572/kvev-7g44
Author(s)
Girija Borker
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
May 21, 2026
Last modified
May 27, 2026
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README for the reproducibility package for Safety First: Perceived Risk of Street Harassment and Educational Choices of Women
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Download https://reproducibility.worldbank.org//catalog/565/download/1655
Reproducibility verification for Safety First: Perceived Risk of Street Harassment and Educational Choices of Women
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Download https://reproducibility.worldbank.org//catalog/565/download/1656
Reproducibility package for Safety First: Perceived Risk of Street Harassment and Educational Choices of Women
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Download https://reproducibility.worldbank.org//catalog/565/download/1657
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RR_IND_2026_244
data_hash_report.csv
LICENSE.txt
README.pdf
Reproducibility package
code
ado
b
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binscatter.sthlp
backup.trk
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matlab
bootstrap_test.m
check.m
condmn.m
der.m
doit.m
llgrad2.m
loglik.m
makedraws.m
mc_simulation_test.m
mixed_logit_all_benchmark.m
mixed_logit_all_benchmark_ses_fixed.m
mixed_logit_all_robust_coed.m
mixed_logit_all_robust_insamplecoll.m
mixed_logit_all_robust_major.m
mixed_logit_all_robust_major_ses_fixed.m
mixed_logit_fem_asc.m
mixed_logit_fem_benchmark.m
mixed_logit_fem_benchmark_ses_fixed.m
mixed_logit_fem_bs.m
mixed_logit_fem_lognormal.m
mixed_logit_fem_normal.m
mixed_logit_fem_rest_triangular.m
mixed_logit_fem_robust_arrival_rate.m
mixed_logit_fem_robust_coed.m
mixed_logit_fem_robust_crowd.m
mixed_logit_fem_robust_excl_feeling.m
mixed_logit_fem_robust_excl_transport.m
mixed_logit_fem_robust_gender_usa.m
mixed_logit_fem_robust_insamplecoll.m
mixed_logit_fem_robust_light.m
mixed_logit_fem_robust_major.m
mixed_logit_fem_robust_major_ses_fixed.m
mixed_logit_fem_robust_open.m
mixed_logit_fem_robust_path.m
mixed_logit_fem_robust_psm_min.m
mixed_logit_fem_robust_psm_modal.m
mixed_logit_fem_robust_safety_grid1500.m
mixed_logit_fem_robust_safety_grid500.m
mixed_logit_fem_robust_security.m
mixed_logit_fem_robust_usage6.m
mixed_logit_fem_robust_visibility.m
mixed_logit_fem_simulation.m
mixed_logit_fem_triangular.m
mixed_logit_male_asc.m
mixed_logit_male_benchmark.m
mixed_logit_male_benchmark_ses_fixed.m
mixed_logit_male_bs.m
mixed_logit_male_lognormal.m
mixed_logit_male_normal.m
mixed_logit_male_rest_triangular.m
mixed_logit_male_robust_arrival_rate.m
mixed_logit_male_robust_crowd.m
mixed_logit_male_robust_excl_feeling.m
mixed_logit_male_robust_excl_transport.m
mixed_logit_male_robust_gender_usa.m
mixed_logit_male_robust_insamplecoll.m
mixed_logit_male_robust_light.m
mixed_logit_male_robust_major.m
mixed_logit_male_robust_major_ses_fixed.m
mixed_logit_male_robust_open.m
mixed_logit_male_robust_path.m
mixed_logit_male_robust_psm_min.m
mixed_logit_male_robust_psm_modal.m
mixed_logit_male_robust_safety_grid1500.m
mixed_logit_male_robust_safety_grid500.m
mixed_logit_male_robust_security.m
mixed_logit_male_robust_usage6.m
mixed_logit_male_robust_visibility.m
mixed_logit_male_simulation.m
mixed_logit_male_triangular.m
sample_all.m
sample_all_coed_only.m
sample_all_robust_insamplecoll.m
sample_all_robust_major.m
sample_all_robust_major_ses.m
sample_all_ses.m
sample_fem.m
sample_fem_asc.m
sample_fem_lognormal.m
sample_fem_robust_coed_only.m
sample_fem_robust_insamplecoll.m
sample_fem_robust_major.m
sample_fem_robust_major_ses.m
sample_fem_robust_only8_insamplecoll.m
sample_fem_robust_safety.m
sample_fem_robust_safety_grid.m
sample_fem_ses.m
sample_male.m
sample_male_asc.m
sample_male_lognormal.m
sample_male_robust_insamplecoll.m
sample_male_robust_major.m
sample_male_robust_major_ses.m
sample_male_robust_safety.m
sample_male_robust_safety_grid.m
sample_male_ses.m
trans.m
trirnd.m
stata
10_post_analysis_updated2.do
11_figure_1_cdf.do
12_quality_dist.do
13_balanced_spread.do
13_college_choice.do
14_MRS_bars.do
15_mc_simulation_output_test.do
16_mc_simulation.do
16_table_1_summary_stats_updated.do
17_table_2_gmap_routes_updated.do
18_table_3_travel_behavior_updated.do
19_individual_table_benchmark_noc_sf.do
1_alldata_analysis_updated2.do
20_individual_table_robustness_noc_sf.do
21_table_asc.do
22_figure_A1_pdf_examscore.do
23_figure_A_numics.do
24_crime_safety.do
25_external_rankings_v1.do
26_individual_table_benchmark_noc_sf.do
26_placement_analysis.do
27_balanced_spread_coed.do
28_mrs_dist.do
28_table_asc.do
29_figure_A1_pdf_examscore.do
29_table_B1_comparing_samples.do
2_data_for_geocoding.do
30_table_nondelhi_updated.do
31_advantage_girl.do
32_num_maj_descriptives.do
33_descriptive_analysis_resid_ses_quant2.do
34_individual_table_benchmark_coed_only.do
35_individual_table_total.do
36_individual_table_noc_sf.do
37_individual_table_noc_safetyrobust.do
38_w_se.do
3_safetipin_coding.do
4_merging_routes.do
5_college_choice.do
6_alldata_prep_updated2.do
7_data_for_matlab.do
8_mc_simulation.do
9_conditional_logit_to_csv_v1.do
subcode
14_1_neighbors_by_radii.do
14_2_coll_nhood_saf.do
14_3_overlap_gmaps_sproutes.do
14_4_1_B9_c_clean.do
14_4_wealth_index.do
1_1_survey_data_cleaning_p1.do
1_2_survey_data_cleaning_p2.do
1_3_cutoff_cleaning.do
1_4_c8_cleaning.do
1_5_subject_cleaning.do
1_6_1_ss_choiceset_creation.do
1_6_ss_survey_data_cleaning.do
bootstrap_CI.do
bootstrap_sd.do
calculating_route_saf.do
calculating_route_saf_arrival_rate.do
calculating_route_saf_bs.do
calculating_route_saf_part1.do
cleanings
12_routeclean.do
14_routeclean.do
18_routeclean.do
39_routeclean.do
52_routeclean.do
60_routeclean.do
62_routeclean.do
63_routeclean.do
SurveyDataCleaning_12.do
SurveyDataCleaning_14.do
SurveyDataCleaning_18.do
SurveyDataCleaning_39.do
SurveyDataCleaning_52.do
SurveyDataCleaning_60.do
SurveyDataCleaning_62.do
SurveyDataCleaning_63.do
cutoffs
cutoff_comm1314_1.do
cutoff_comm1314_2.do
cutoff_comm1314_3.do
cutoff_comm1314_4.do
cutoff_comm1314_5.do
cutoff_comm1314_6onwards.do
cutoff_comm1415_1.do
cutoff_comm1415_2.do
cutoff_comm1415_3.do
cutoff_comm1415_4.do
cutoff_comm1415_5.do
cutoff_comm1415_6onwards.do
cutoff_comm1516_1.do
cutoff_comm1516_2.do
cutoff_comm1516_3.do
cutoff_comm1516_4.do
cutoff_comm1516_5.do
cutoff_comm1516_6onwards.do
mc_simulation_alldata_prep_updated2.do
sp_grid_route_safety_v1.do
master_1.do
master_2.m
master_3.do
output
figures
cost_diff_r_1.gph
cost_diff_r_1_5.gph
cost_diff_r_1_5_main.gph
cost_diff_r_1_5_main.pdf
cost_diff_r_2.gph
cost_diff_r_2_5.gph
crime_safety.pdf
extrank_cutoff_bcom_indiatoday.pdf
extrank_cutoff_bcom_week.pdf
extrank_cutoff_physics_indiatoday.pdf
extrank_cutoff_physics_week.pdf
extrank_cutoff_polsc_indiatoday.pdf
extrank_cutoff_polsc_week.pdf
female_C5.gph
female_ses.gph
figure1_cdf_abs_rank.pdf
figure1_cdf_rank_1co.pdf
figure_3a.pdf
figure_3b.pdf
figure_8_a.pdf
figure_8_b.pdf
figure_8_c.pdf
figure_8_d.pdf
figure_8_e.pdf
figure_A1_pdf_examscore.pdf
figure_desc_analysis.pdf
figure_LQ_coed.pdf
figure_resid_radii_combined_25.pdf
male_C5.gph
male_ses.gph
mc_simulation.pdf
mrs.pdf
mrs.png
mrs_all_dfem.gph
mrs_sc_all.gph
mrs_sc_bars.pdf
mrs_sc_dfem.gph
mrs_sq_all.gph
mrs_sq_bars.pdf
mrs_sq_dfem.gph
mrs_st_all.gph
mrs_st_bars.pdf
mrs_st_dfem.gph
numincs_C5.pdf
placement_cutoff_avg_polsc_pres.pdf
placement_cutoff_high_polsc_pres.pdf
qual_diff_r_1.gph
qual_diff_r_1_5.gph
qual_diff_r_1_5_main.gph
qual_diff_r_1_5_main.pdf
qual_diff_r_2.gph
qual_diff_r_2_5.gph
safety_diff_r_1.gph
safety_diff_r_1_5.gph
safety_diff_r_1_5_main.gph
safety_diff_r_1_5_main.pdf
safety_diff_r_2.gph
safety_diff_r_2_5.gph
scatter_9_1.pdf
time_diff_r_1.gph
time_diff_r_1_5.gph
time_diff_r_1_5_main.gph
time_diff_r_1_5_main.pdf
time_diff_r_2.gph
time_diff_r_2_5.gph
value_of_college_first_co.pdf
value_of_college_first_co_bygender.pdf
tables
college_choice.tex
gmaps_summary_updated.tex
IndividualTablebenchmark_coed_only.tex
IndividualTablebenchmark_noc_sf.tex
IndividualTablerobust_major_noc_sf.tex
IndividualTable_conditional_logit_noc_sf.tex
IndividualTable_lognormal_noc_sf.tex
IndividualTable_normal_noc_sf.tex
IndividualTable_rest_triangular_noc_sf.tex
IndividualTable_robust_stability_rev.tex
IndividualTable_total.tex
IndividualTable_triangular_noc_sf.tex
individual_table_asc.tex
num_majors.tex
predict_adv_women.tex
stability_cutoff.tex
stability_cutoff_v2.tex
table_1_updated_v2.tex
table_3_updated.tex
table_B1_updated.tex
table_descriptive_analysis_25.tex
table_robustness_grid_edit_noci.tex
table_x_nondelhi_updated.tex
w_regressions.tex
w_regressions2.tex
reproducibility_report_RR_IND_2024_244.pdf
WB-IGO-RIDER.txt
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