Data · dataset · 2026
Linking the United Nations Sustainable Development Goals to Local Content in the Annual Integrated Reporting of Oil and Gas Companies: A Directed Qualitative Content Analysis of 210 Reports across Seven Regions, 2015-2024
Listed in Borealis
This dataset shows a directed qualitative content analysis of how oil and gas companies link the UN Sustainable Development Goals to local content in their annual integrated reporting.
Description
Using MAXQDA and nine trilingual keyword dictionaries, 210 reports were coded sentence by sentence for SDG, local content, and oil and gas references; an SDG and a local content tag in the same sentence counts as a linkage. The data are descriptive counts and co-occurrences (textual association, not intent or causation) covering 21 companies across seven regions and three revenue tiers, 2015 to 2024.
The deposit holds the coded data, dictionaries, document variables, analysis scripts, result tables and figures, a validation sheet, a codebook, and the 210 source reports.
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP4%2FZ4TUNP ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp4/z4tunp ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP4%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Arts and Humanities · Business and Management · Earth and Environmental Sciences · Social Sciences
- From keywords
- Earth & Environmental Science · Economics & Finance · Humanities · Social Science
- Inferred from text
- Accounting, auditing and accountability 73%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP4/Z4TUNP | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3501 | enrichment · borealisdata ca | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:arts-and-humanities | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:business-and-management | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |