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Frontiers: Can Large Language Models Capture Human Preferences? · Study

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ArticleFrontiers: Can Large Language Models Capture Human Preferences?

Ali Goli2024

Article2024

Frontiers: Can Large Language Models Capture Human Preferences?

Ali Goli · Amandeep Singh

116 citations·0/0 files stored·Marketing Science

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Survey Methodology and Nonresponse Economic and Environmental Valuation Computational and Text Analysis Methods

Abstract

This paper examines the potential of large language models to mimic human survey respondents and to derive their preferences.

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References

2002Time Discounting and Time Preference: A Critical Review 2002Risk Aversion and Incentive Effects 1999Doing It Now or Later 2001Does Language Shape Thought?: Mandarin and English Speakers' Conceptions of Time 2018Global Evidence on Economic Preferences*1991Thinking too much: Introspection can reduce the quality of preferences and decisions.2008Eliciting Risk and Time Preferences 2001The Hyperbolic Consumption Model: Calibration, Simulation, and Empirical Evaluation

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Details

Year2024

Typearticle

Published2024-04-25

VenueMarketing Science

ISSN-L0732-2399

Languageen

Citations116

Files0 public / 0

ShelfSurvey Methodology and Nonresponse

Identifiers

doi10.1287/mksc.2023.0306

openalex_workW4395465733

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