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Data · dataset · 2025

Experimental Dataset on Generative AI Risk disclosure and User Adoption

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As generative artificial intelligence (AI) accelerates travel-planning efficiency and model innovation, the latent risks embedded in AI-generated content have become a pivotal determinant of user trust and adoption.

Description

This research zeroes in on how proactive AI risk disclosure shapes user behavior. We test our predictions through four studies.

Study 1 isolates the main effect: the mere presence (vs. absence) of AI risk disclosure on adoption intention. Study 2 manipulates the framing of the AI risk disclosure and examines a chained mediation—perceived accuracy risk → ability-based trust → adoption behavior. Studies 3 and 4 unpack boundary conditions, showing how uncertainty avoidance (Study 3) and explainability (Study 4) moderate the disclosure→adoption linkage.

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Studies 1–4 comprise raw data; the first row of each table lists the questionnaire items.

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Where it is published

Catalogue records · 1

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Inferred from text
Machine learning 71% · Tabular 65%
Provenance · 1 source records, 13 field assertions
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ScienceDB10.57760/sciencedb.psych.0093811 d agoJSON v1
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