Dataset for: Do managers accept artificial intelligence? Insights into the role of business area and AI functionality
Author(s) / Creator(s)
Gieselmann, Miriam
Erdsiek, Daniel
Rost, Vincent
Sassenberg, Kai
Abstract / Description
More and more companies use artificial intelligence (AI). Research aimed to understand acceptance from the perspective of AI users or people affected by AI decisions. However, the perspective of decision-makers in companies (i.e., managers) has not been considered. To address this gap, we investigate managers’ acceptance of AI usage in companies, focusing on two potential determinants. Across four experimental studies (Ntotal = 2025), we tested whether the business area (i.e., human resources vs. finances/ marketing) and AI functionality affect managers’ acceptance of AI (i.e., perceived risk of negative consequences, willingness to invest). Findings indicate that managers (a) perceive more risk of and (b) are less willing to invest in AI usage in human resources than in finances and marketing. Besides, the results suggest that acceptance declines if functionality crosses a critical boundary and AI autonomously implements decisions without prior human control. Accordingly, the current research sheds light on the AI acceptance of managers and gives insights into the role of the business area and AI functionality.
Persistent Identifier
Date of first publication
2025-02-20
Publisher
PsychArchives
Citation
-
Study 1 - CODEBOOK.csvUnknown - 4.02KBMD5: 6d8c69a97f39a9467cd4a54beec9f015
-
Study 1 - Data.savUnknown - 13.4KBMD5: 2858ff107d097fb377d48059c7f2480a
-
Study 1 - Data.csvUnknown - 8.04KBMD5: 394b62dfb14978087def3d947e09ebc7
-
Study 2a - CODEBOOK.csvUnknown - 1.9KBMD5: abacb0f8f79b10cbfd0ee2d25509212f
-
Study 2a - Data.savUnknown - 19.76KBMD5: a0d13317a19650785aed20181f951c87
-
Study 2a - Data.csvUnknown - 20.4KBMD5: f6cb3806752bf404cde700ddd8d33991
-
Study 2b - CODEBOOK.csvUnknown - 1.52KBMD5: f77e151a0f90bd9cd190eb2d067675e3
-
Study 2b - Data.savUnknown - 4.42KBMD5: 0e52cf3fe3a4c9105a34ddb8855e7ac3
-
Study 2b - Data.csvUnknown - 4.89KBMD5: 7e4649b1edc9834309f9713ad0b41f1d
-
Study 3 - CODEBOOK.csvUnknown - 0.39KBMD5: 492f3393158f536278bcac8973bad1ac
-
Study 3 - Data.savUnknown - 4.69KBMD5: 27ab15e5ac18f22db94382ac80ae9c15
-
Study 3 - Data.csvUnknown - 8.75KBMD5: 2b7cfe65c95d0995b708d7aac5c69676
-
There are no other versions of this object.
-
Author(s) / Creator(s)Gieselmann, Miriam
-
Author(s) / Creator(s)Erdsiek, Daniel
-
Author(s) / Creator(s)Rost, Vincent
-
Author(s) / Creator(s)Sassenberg, Kai
-
PsychArchives acquisition timestamp2025-02-20T17:27:22Z
-
Made available on2025-02-20T17:27:22Z
-
Date of first publication2025-02-20
-
Abstract / DescriptionMore and more companies use artificial intelligence (AI). Research aimed to understand acceptance from the perspective of AI users or people affected by AI decisions. However, the perspective of decision-makers in companies (i.e., managers) has not been considered. To address this gap, we investigate managers’ acceptance of AI usage in companies, focusing on two potential determinants. Across four experimental studies (Ntotal = 2025), we tested whether the business area (i.e., human resources vs. finances/ marketing) and AI functionality affect managers’ acceptance of AI (i.e., perceived risk of negative consequences, willingness to invest). Findings indicate that managers (a) perceive more risk of and (b) are less willing to invest in AI usage in human resources than in finances and marketing. Besides, the results suggest that acceptance declines if functionality crosses a critical boundary and AI autonomously implements decisions without prior human control. Accordingly, the current research sheds light on the AI acceptance of managers and gives insights into the role of the business area and AI functionality.en
-
Review statusunknown
-
Persistent Identifierhttps://hdl.handle.net/20.500.12034/11552
-
Persistent Identifierhttps://doi.org/10.23668/psycharchives.16138
-
Language of contenteng
-
PublisherPsychArchives
-
Is related tohttps://www.psycharchives.org/handle/20.500.12034/11553
-
Dewey Decimal Classification number(s)150
-
TitleDataset for: Do managers accept artificial intelligence? Insights into the role of business area and AI functionalityen
-
DRO typeresearchData
-
Leibniz institute name(s) / abbreviation(s)ZPID