Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
1Distinct papers
2Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2025. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5136549442
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Andrea Felicity Hilary (openalex, provider refresh)
- Andrea Felicity Hilary (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Innovation: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Research Productivity: 1 paper
- Adoption Rate: 1 paper
- Firm Productivity: 1 paper
- Innovation Output: 1 paper
- Skill Acquisition: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Entrepreneurs who pair adaptable mindsets with digital capabilities—AI, analytics, cloud and platforms—are more likely to innovate business models; but limited digital literacy, scarce resources and poor infrastructure leave many SMEs and firms in emerging markets behind.openalex | Andrea Felicity Hilary provider id |
2025-12-11 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.