Data · dataset · 2026
G²LM|LIC - From Jobs to Careers: Lifting Constraints to Women’s Career Advancement in South Asia
Listed in IDSC Dataverse
This dataset contains survey data from garment factories in Bangladesh, India, and Pakistan collected in 2024 and 2025.
Description
The data cover 103 factories, 6,064 sewing-machine operators, and 202 line supervisors. Separate survey instruments collect information at the factory, worker, and supervisor levels, including workforce composition and management practices, worker demographics and household circumstances, employment history, earnings and working hours, promotion and training, job satisfaction, workplace practices, decision-making, and workplace experiences.
The data were collected to examine gender differences in career progression and potential worker- and workplace-level constraints on career advancement in the garment industry.
Links
Where it is published
- Dataverse dataset page dataverse.iza.org/dataset.xhtml?persistentId=doi%3A10.15185%2Fglmlic.892.1 ↗
landing page · from dataverse iza org
- DOI doi.org/10.15185/glmlic.892.1 ↗
DOI / persistent id · from dataverse iza org
Catalogue records · 1
- Dataverse API dataverse.iza.org/api/datasets/:persistentId/?persistentId=doi%3A10.15185%2Fglml… ↗
metadata API · from dataverse iza org
Topics
- Stated by source
- Social Sciences
- From keywords
- Engineering · Social Science
- Inferred from text
- Manufacturing engineering 70%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IDSC Dataverse | doi:10.15185/glmlic.892.1 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4014 | enrichment · dataverse iza org | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].dataverse_subject:social-sciences | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · dataverse iza org | connector:dataverse_iza_org@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · dataverse iza org | connector:dataverse_iza_org@1.0.0 | /subjects |
| created_date | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 | |
| description | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 | /description |
| publication_date | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 | |
| title | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 | /name |
| updated_date | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 | |
| version_label | source · dataverse iza org | connector:dataverse_iza_org@1.0.0 |