Human vs. AI: Investigating Consumers’ Context-Dependent Purchase Intentions for Algorithm-Created Content

dc.contributor.author Rix, Jennifer
dc.contributor.author Rußell, Robert
dc.contributor.author Rühr, Alexander
dc.contributor.author Hess, Thomas
dc.date.accessioned 2021-12-24T18:00:23Z
dc.date.available 2021-12-24T18:00:23Z
dc.date.issued 2022-01-04
dc.description.abstract Increasingly digitalized media consumption is pressuring profitability in the content industry. Technological advancements in the realm of Artificial Intelligence (AI) render the potential to cut costs by applying algorithms to create content. Yet, before implementing algorithm-created content, content providers should be aware of the impact of algorithmic authorship on consumers’ intention to purchase said content. Accordingly, this study investigates user attitudes toward algorithmic content creation and their dependence on the underlying utilitarian or hedonic consumption context. In our online experiment (N=298), we find evidence for a positive effect of algorithmic authorship on consumers’ purchase intention. Even though the overall purchase intention is context dependent, this algorithm appreciation is independent of the content consumption context. Our study thus suggests that consumers appreciate algorithm-created content. Our results thus provide insights into the benefits of leveraging algorithms in order to maintain content providers’ profitability.
dc.format.extent 10 pages
dc.identifier.doi 10.24251/HICSS.2022.554
dc.identifier.isbn 978-0-9981331-5-7
dc.identifier.uri http://hdl.handle.net/10125/79891
dc.language.iso eng
dc.relation.ispartof Proceedings of the 55th Hawaii International Conference on System Sciences
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject Electronic Marketing
dc.subject algorithm aversion
dc.subject algorithm-created content
dc.subject artificial intelligence
dc.subject consumption context
dc.subject dual-purpose system
dc.title Human vs. AI: Investigating Consumers’ Context-Dependent Purchase Intentions for Algorithm-Created Content
dc.type.dcmi text
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