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Why Don’t Jobseekers Search More? Barriers and Returns to Search on a Job Matching Platform 2016-2022

Pakistan, 2016 - 2022
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Reference ID
PAK_2016-2022_BRSJMP_v01_M
Producer(s)
Kate Vyborny, Robert Garlick, Nivedhitha Subramanian, Erica Field
Metadata
DDI/XML JSON
Created on
Jul 13, 2026
Last modified
Jul 13, 2026
Page views
20245
Downloads
67

Data file: feedback_joblevel_prep_se

Cases: 1146
Variables: 58

Variables

job_id
Job ID
data_structure
Feedback data structure version (old/new)
feedback_approach
Feedback Approach - Original assignment
int_males
Out of [total_apps] received, how many MALES did you interview?
int_females
Out of [total_apps] received, how many FEMALES did you interview?
resp_unavailable
Respondent unavailable
any_none_plan_cons
Responded No JT candidate were plan-to-invite (consolidated)
any_none_called_cons
Responded No JT candidates called-for-interview (consolidated)
any_none_hired_cons
Responded No JT candidates hired (consolidated)
any_dontknow_plan_cons
Responded don;t know on plan-to-invite question (consolidated)
any_dontknow_called_cons
Responded don't know on called-for-interview (consolidated)
any_dontknow_hired_cons
Responded don't know on hired question (consolidated)
any_refusedans_plan_cons
Refused to answer plan-to-invite question (consolidated)
any_refusedans_called_cons
Refused to answer called-for-interview questions (consolidated)
any_refusedans_hired_cons
Refused to answer hired question (consolidated)
other_cand_method_1
Newspaper used to recruit this successful hire
other_cand_method_2
Web job platform used to recruit this successful hire
other_cand_method_4
Company website used to recruit this successful hire
other_cand_method_5
Social Media used to recruit this successful hire
other_cand_method_6
College recruitment drive or Outreach to college recruitment officers used to re
other_cand_method_9
Referral
other_cand_method_8
CV drop offs and walk-in interviews
other_cand_method_3
Third party outsourcing
other_cand_method_7
Other used to recruit this successful hire
other_cand_method_1111
Other recruitment method (specified free-text)
other_cand_gender
Gender of candidate hired
other_cand_edu
Educational qualification of candidate hired
other_cand_exp
Years of experience of candidate hired
int_med_comp
Non-compliance for interview intermediation
already_filled
Has this vacancy been filled?
vacancy_info_del
Vacancy information obtained during CV delivery
hire_time_days
Time to hire (days)
total_apps_offplat
Total off-platform applications for a job
off_plat_app_wip
Binary variable to tag total off-platform applications received for a job
total_int_offplat
Total off-platform applications for a job
off_plat_int_wip
Binary variable to tag total off-platform interviews for a job
dup_posting
Last interaction was a duplicate posting (same job, different criteria)
job_feedback_attempted
Binary: feedback attempted
vacancy_status_conso
Status of the vacancy (Definitive information from the survey + self constructed
vacancy_status_conso_bg
Status of the vacancy (Definitive information from the survey + best guess self
job_level_planint_conso
Job level: planned to invite JT candidate (consolidated)
job_level_planint_conso_bg
Job level: planned to invite JT candidate (best guess)
job_level_jtint_conso
Invited JT cand for interview or not (Definitive information from the survey + s
job_level_jtint_conso_bg
Invited JT cand for interview or not (Definitive info from the survey + best gue
job_level_hiredjt_conso
Hired JT cand or not (Definitive information from the survey + self constructed
job_level_hiredjt_conso_bg
Hired JT cand or not (Definitive information from the survey + best guess self c
any_none_plan_cons_bg
Responded No JT candidate were plan-to-invite (best guess)
any_dontknow_plan_cons_bg
Responded don;t know on plan-to-invite question (best guess)
any_refusedans_plan_cons_bg
Refused to answer plan-to-invite question (best guess)
any_none_called_cons_bg
Responded No JT candidates called-for-interview (best guess)
any_dontknow_called_cons_bg
Responded don't know on called-for-interview (best guess)
any_refusedans_called_cons_bg
Refused to answer called-for-interview questions (best guess)
any_none_hired_cons_bg
Responded No JT candidates hired (best guess)
any_dontknow_hired_cons_bg
Responded don't know on hired question (best guess)
any_refusedans_hired_cons_bg
Refused to answer hired question (best guess)
noncompliance_intmed
Non-compliance for interview intermediation
vac_status_3_months
Vacancy status known within 3 months of listing ad
vac_status_6_months
Vacancy status known within 6 months of listing ad
Total: 58
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