The Algorithm Discount: Explaining Consumers’ Valuation of Human- versus Algorithm-Created Digital Products

Rix, Jennifer; Berger, Benedikt; Hess, Thomas; Rzepka, Christine

Forschungsartikel (Zeitschrift) | Peer reviewed

Zusammenfassung

Owing to advances in generative artificial intelligence (AI), machines can now create digital products like software applications or media content, evoking calls to label such products as “AI-made.” Research on the handmade effect and algorithm aversion suggests that consumers react negatively to digital products that have been created by generative AI systems instead of humans. It is unclear why consumers show this reaction, which we refer to as “algorithm discount.” To answer this question, we conducted a mixed-methods study in the context of digital news offerings, comprising 41 qualitative interviews and a choice-based conjoint analysis with 421 respondents. The results show that consumers’ beliefs about the love and effort imbued in the product, their curiosity about algorithmically generated products, and specific product characteristics, such as the type of news article, determine the algorithm discount. These findings extend our understanding of the emergence of consumers’ aversion to algorithm-created products and offer providers of such products insight into potential countermeasures.

Details zur Publikation

FachzeitschriftJournal of Management Information Systems
Jahrgang / Bandnr. / Volume42
Ausgabe / Heftnr. / Issue2
Seitenbereich633-668
StatusVeröffentlicht
Veröffentlichungsjahr2025
Sprache, in der die Publikation verfasst istEnglisch
DOI10.1080/07421222.2025.2487308
Link zum Volltexthttps://www.tandfonline.com/doi/full/10.1080/07421222.2025.2487308
StichwörterGenAI; generative AI; performative algorithms; algorithm-created products; digital products; digital news; algorithm discount; mixed-methods research

Autor*innen der Universität Münster

Berger, Benedikt
Juniorprofessur für Wirtschaftsinformatik, insbesondere Digitale Transformation und Gesellschaft (Prof. Berger) (DTG)