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From AI adaptation to innovation: how leader AI crafting shapes employee innovative behavior
- Truvace record
- TRV-2026-2677raw data (JSON)
- Version
- v1Published
- First published
- Evidence type
- Survey
- Sources
- 1 sourcePeer-reviewed
- sha256
- d880652ae7dc…check it
As artificial intelligence reshapes work, organizations face the challenge of helping employees move beyond routine technological adaptation toward innovation. Although prior research has shown that leader AI crafting facilitates employees' adaptation to AI, whether and how it promotes employees' innovative behavior remains unclear. Drawing on social cognitive theory, this study examines how leader AI crafting relates to employees' innovative behavior through AI self-efficacy and when this relationship becomes s…
The gain
In a two-wave survey of 294 full-time employees who use AI at work, leader AI crafting was associated with higher innovative behavior (b = 0.45), partly through greater AI self-efficacy.
What this doesn’t fix
AI self-efficacy and innovative behavior were measured in the same wave, innovation was self-reported, and the sample came mainly from internet technology firms in three eastern Chinese cities, limiting causal and general conclusions.
Sources
1 on file- Frontiers in Psychologydoi:10.3389/fpsyg.2026.1847344
Cite this record
v1Truvace Impact Record TRV-2026-2677, v1: “From AI adaptation to innovation: how leader AI crafting shapes employee innovative behavior.” Truvace, 2026-11-12. /record/TRV-2026-2677 (accessed on the day you copy it). sha256 d880652ae7dc0d25…
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