Task-Dependent Algorithm Aversion

Catalog evidence and recorded chart appearances. Inclusion is not an endorsement.

Source snapshot imported 2026-10-20. This is not a live feed. Source and contributions.

Evidence and limits

Finding: Reliance on algorithms was lower for tasks perceived as subjective, and task framing changed perceived objectivity and use.

Impact: Strengthen task-characteristic reporting. Reject adoption differences as direct evidence of capability.

Boundary: Consumer decisions and marketing interventions may not transfer to professional accountability. Next: which task properties predict appropriate, not merely increased, reliance?

Flags: consumer and marketing settings; framing sensitivity

Record State: Catalog review recorded; not a performance endorsement

What was reviewed: Structure and relevance screened; not a full evaluation

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Recorded chart appearances

No appearance in the chart editions included in this snapshot. This is not evidence of absence from other editions.