From the hash-bound evidence releases
Recorded claims
Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.
A randomized field experiment with Kenyan entrepreneurs reports no detectable average effect of access to a GPT-4 business assistant on firm revenue or profit, while outcomes differed by entrepreneurs' baseline performance and by whether they implemented the advice.
Scope: publisher-deposited abstract metadata; sample size and experimental period are not stated in the captured abstract
The Crossref abstract describes a field experiment among Kenyan entrepreneurs testing access to GPT-4-powered business advice and measuring firm revenue and profit outcomes.
Scope: publisher-deposited abstract-level metadata
Structured relationships
In-corpus citations
Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.
Cites (5)
- To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis
- The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
- Large Language Model in Creative Work: The Role of Collaboration Modality and User Expertise
- The Crowdless Future? Generative AI and Creative Problem-Solving
Cited by (0)
No in-corpus incoming citation is available in the current enrichment coverage.
Boundaries
Limitations & independence
Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.
Recorded limitations
- Abstract-level Crossref metadata only; the publisher landing page could not be retained because public retrieval was access-blocked.
- The abstract does not state the field experiment's denominator or period; no numerical treatment-effect claim is carried forward.
- Full text was not inspected.
- Abstract-level Crossref metadata only; the retained abstract does not report the experiment's sample denominator; the publisher Articles in Advance listing returned an access challenge.
Source independence
publisher-only