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Atte Oksanen

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#explainable ai Review Open access Oct 2026

Stress and self-efficacy under artificial intelligence disruption: A mixed-methods study on the usage of artificial intelligence among Finnish workers

Rapid workplace integration of artificial intelligence (AI) is reshaping work practices and challenging employees’ self-efficacy and well-being. This mixed-methods study examines these experiences using national survey data ( N = 2109) and qualitative interviews ( N = 54) with Finnish workers. Frequent AI use, AI...

Atte Oksanen, Kei-Pi Teo, Moona Heiskari et al. · 0 citations

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