W4408362663 Peer-reviewed research AI × management and organizations

Designing AI-Based Work Processes: How the Timing of AI Advice Affects Diagnostic Decision Making

Jiamin Yin · Kee Yuan Ngiam · Sharon Swee-Lin Tan · Hock Hai Teo

Also recorded as: doi:10.1287/mnsc.2022.01454

Management Science · 2025-11-01

Recorded claims
2
coded from the inspected source
Evidence classes
1
crossref-api-metadata
Recorded limitations
6
stated, never hidden

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.

Experiments with physicians report that presenting AI advice after an initial diagnosis produced better diagnostic accuracy and calibration than concurrent advice, with the difference attributed to more thorough information processing and engagement with the AI's reasoning.

confidence: high crossref-api-metadata apw-c1-obot-journals

Scope: publisher-deposited abstract metadata; physician work process and timing of AI advice; participant denominator and study period are not stated

The abstract reports that the timing of AI advice changes physicians’ diagnostic information processing, engagement with AI reasoning, and ability to distinguish correct from incorrect advice.

confidence: high crossref-api-metadata apw-c1-obot-journals

Scope: abstract-level

Structured relationships

In-corpus citations

Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.

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 blocked publisher surface was not retried.
  • The captured abstract does not state participant denominators or study periods.
  • Crossref supplies only a year and month for publication, so published_date is null rather than an invented day.
  • Full text was not inspected.
  • Crossref metadata only; full text was not inspected.
  • The publisher surface was not queried after the lane’s quarantined dynamic-challenge response; no independent publisher-page verification was attempted.

Source independence

publisher-only