Data · dataset · 2026
Golden Opportunities: Mining, Production Linkages, and Firm Development
Listed in Teesside University Research Data Repository
This replication package accompanies Bai and Li, “Golden Opportunities: Mining, Production Linkages, and Firm Development” (Economic Modelling).
Description
It reproduces all tables and figures in the paper from the shipped analysis file data/processed/data_regression.dta by running main.do (Stata 17+; packages: reghdfe, ftools, estout, coefplot, winsor2). The analysis links World Bank Enterprise Survey (WBES) firms in 26 African countries to distance-band exposure to active and inactive gold mines, and estimates firm fixed-effects regressions for sales, employment, productivity, trade, labor composition, and business-environment outcomes.
Restricted or proprietary inputs are not redistributed: WBES firm GPS coordinates (World Bank special request) and S&P Global mine microdata. In their place the package provides (i) a structure-preserving pseudo GPS file and (ii) processed, coordinate-free firm–mine exposure matrices and the analysis dataset, so the default path runs end-to-end. Open macro covariates (WDI / SPI) are included.
Read the rest (1 more)
Source notes, acquisition paths, and folder instructions are in README.md.
Links
Where it is published
- DOI doi.org/10.17632/sfpghbzvjx.3 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Strategy, management and organisational behaviour 73%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/sfpghbzvjx.3 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:group:3507 | enrichment · researchdata tees ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (73%) |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |