W4413508380 Peer-reviewed research AI × management and organizations

My Advisor, Her AI, and Me: Evidence from a Field Experiment on Human–AI Collaboration and Investment Decisions

Cathy (Liu) Yang · Kevin Bauer · Xitong Li · Oliver Hinz

Also recorded as: doi:10.1287/mnsc.2022.03918

Management Science · 2025-08-25

Recorded claims
2
coded from the inspected source
Evidence classes
2
crossref-api-metadata, journal-toc-listing
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.

A field experiment with a large European savings bank reports that giving a human banker final authority over AI-generated investment advice did not reduce advice quality and increased customers' reliance relative to pure AI, with the consumption-side benefit attributed to the affective cue of human involvement.

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

Scope: publisher-deposited abstract metadata; bank service production, decision authority, human-AI work design, and customer welfare

The publisher preview investigates whether keeping a human involved in AI-based financial-advice production benefits downstream consumers.

confidence: high journal-toc-listing apw-c1-obot-journals

Scope: publisher TOC preview abstract

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 the field experiment's denominator or period.
  • Crossref supplies only a year and month for publication, so published_date is null rather than an invented day.
  • Full text was not inspected.
  • Publisher TOC preview abstract is truncated; full text was not inspected.
  • Special-issue membership is established by the issue heading.

Source independence

publisher-only