Innovation Diffusion of Repeat Purchase Products in a Competitive Market: An Agent-Based Simulation Approach
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Delegation is part of a broader process of adoption and diffusion that is affected by different preferences, network effects, and social influence.
“delegation is part of a broader process of adoption and diffusion that is affected by different preferences, network effects, and social influence”
From From Recommendations to Delegation: A Systematic Review Mapping Agentic AI in E-Commerce and Its Consumer Effects (2026) · cites this paper as [19]
Cites
Social Influence: Compliance and Conformity
Cialdini, R. B., & Goldstein, N. J. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.142015 · Cited by 6,077 · see citing works
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Balaskas, S. (2026) · Information · doi:10.3390/info17030222 · Cited by 8 · see citing works
- Authors
- Stummer, C., Kiesling, E., Günther, M., & Vetschera, R.
- Affiliations
- Bielefeld University (DE)
- TU Wien (AT)
- University of Vienna (AT)
- Corresponding author
- Stummer, Christian
- Venue
- European Journal of Operational Research
- Publisher
- Elsevier BV
- Published
- 2015-08
- Volume
- 245
- Issue
- 1
- Pages
- 157-167
- ISSN
- 0377-2217 (ISSN-L)
- OpenAlex
- W2003329173
- Cited by
- 139
- References
- 1
- Citations by year
- 2026: 6 · 2025: 4 · 2024: 12 · 2023: 11 · 2022: 24 · 2021: 13 · 2020: 18 · 2019: 12 · 2018: 8 · 2017: 18 · 2016: 9 · 2015: 4
- FWCI
- 16.24
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Journal of Operational Research (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- PUB – Publications at Bielefeld University (Bielefeld University) (submittedVersion)
- Publikationen an der Universität Bielefeld (Universität Bielefeld) (submittedVersion)
- Funders
- Austrian Science Fund (P20136-G14)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Innovation Diffusion and Forecasting
- Social Sciences › Decision Sciences › Management Science and Operations Research › Forecasting Techniques and Applications
- Social Sciences › Decision Sciences › Management Science and Operations Research › Simulation Techniques and Applications
- Keywords
- diffusion of innovations, competitive diffusion, agent-based modeling, bounded rationality, consumer heterogeneity, spatial diffusion, temporal diffusion, pricing strategy, distribution strategy, communication strategies, second-generation biofuels, adoption behavior
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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