Table · dataset · 2026
<b>Reshaping the Night: A Scoping Review and Evidence Gap Map of Artificial Intelligence in the 24-Hour Economy of LMICs</b>
Listed in figshare
<p dir="ltr">We conducted a systematic scoping review following PRISMA-ScR guidelines.
Description
To ensure comprehensive coverage, we executed a rigorous, multi-database search using a custom Python 3.12 script designed for automated retrieval and metadata extraction, supplemented by extensive manual search and backward/forward citation tracking. From 7,901 initial records, 120 studies published between 2010 and 2026 met our inclusion criteria.
We constructed an EGM matrix crossing eight AI technology layers against seven 24-hour economy sectors, and developed an Implementation Readiness Matrix to evaluate evidence strength against feasibility.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.32316666.v3 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Applications in health · Applications in life sciences · Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Intelligent robotics · Life Sciences · Medicine & Health · Natural language processing · Ocean & Atmospheric Science · Planning and decision making · Satisfiability and optimisation · Social Science
Provenance · 1 source records, 22 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/32316666 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:460102 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Applications in health'] |
| concepts[field].anzsrc:field:460103 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Applications in life sciences'] |
| concepts[field].anzsrc:field:460205 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Intelligent robotics'] |
| concepts[field].anzsrc:field:460208 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Natural language processing'] |
| concepts[field].anzsrc:field:460209 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Planning and decision making'] |
| concepts[field].anzsrc:field:460210 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |