Schuhbeck, Veronika, Siegfried, Nils, Dorner, Verena, Benlian, Alexander, Scholz, Michael, Schryen, Guido. 2019. Walking the Middle Path: How Medium Trade-off Exposure leads to higher Consumer Satisfaction in Recommender Agents. In Proceedings of 14th International Conference on Wirtschaftsinformatik, Hrsg. Thomas Ludwig, Volkmar Pipek, 1190-1204. Siegen, Germany: None.
BibTeX
Abstract
Recommender Agents (RAs) facilitate consumers’ online purchase decisions for complex, multi-attribute products. As not all combinations of attribute levels can be obtained, users are forced into trade-offs. The exposure of trade-offs in a RA has been found to affect consumers’ perceptions. However, little is known about how different preference elicitation methods in RAs affect consumers by varying degrees of trade-off exposure. We propose a research model that investigates how different levels of trade-off exposure cognitively and affectively influence consumers’ satisfaction with RAs. We operationalize these levels in three different RA types and test our hypotheses in a laboratoryexperiment with 116 participants. Our results indicate that with increasing trade-off exposure, perceived enjoyment and perceived control follow an inverted U-shaped relationship. Hence, RAs using preference elicitation methods with medium trade-off exposure yield highest consumer satisfaction. This contributesto the understanding of trade-offs in RAs and provides valuable implications to e-commerce practitioners.
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Status of publication | Published |
---|---|
Affiliation | External |
Type of publication | Contribution to conference proceedings |
Language | English |
Title | Walking the Middle Path: How Medium Trade-off Exposure leads to higher Consumer Satisfaction in Recommender Agents |
Title of whole publication | Proceedings of 14th International Conference on Wirtschaftsinformatik |
Editor | Thomas Ludwig, Volkmar Pipek |
Page from | 1190 |
Page to | 1204 |
Location | Siegen, Germany |
Year | 2019 |
ISBN | 978-3-96182-063-4 |
Open Access | N |
Associations
- People
- Dorner, Verena (Details)
- External
- Benlian, Alexander (Darmstadt University of Technology, Germany)
- Scholz, Michael (University of Passau, Germany)
- Schryen, Guido (Paderborn University, Germany)
- Schuhbeck, Veronika (University of Passau, Germany)
- Siegfried, Nils (Darmstadt University of Technology, Germany)
- Organization
- Institute for Digital Ecosystems IN (Details)
- Research areas (ÖSTAT Classification 'Statistik Austria')
- 5367 Management information systems (Details)