Journal article

Are Computers Effective Lie Detectors? A Meta-Analysis of Linguistic Cues to Deception


Authors listHauch, Valerie; Blandon-Gitlin, Iris; Masip, Jaume; Sporer, Siegfried L.

Publication year2015

Pages307-342

JournalPersonality and Social Psychology Review

Volume number19

Issue number4

ISSN1088-8683

eISSN1532-7957

Open access statusGreen

DOI Linkhttps://doi.org/10.1177/1088868314556539

PublisherSAGE Publications


Abstract
This meta-analysis investigates linguistic cues to deception and whether these cues can be detected with computer programs. We integrated operational definitions for 79 cues from 44 studies where software had been used to identify linguistic deception cues. These cues were allocated to six research questions. As expected, the meta-analyses demonstrated that, relative to truth-tellers, liars experienced greater cognitive load, expressed more negative emotions, distanced themselves more from events, expressed fewer sensory-perceptual words, and referred less often to cognitive processes. However, liars were not more uncertain than truth-tellers. These effects were moderated by event type, involvement, emotional valence, intensity of interaction, motivation, and other moderators. Although the overall effect size was small, theory-driven predictions for certain cues received support. These findings not only further our knowledge about the usefulness of linguistic cues to detect deception with computers in applied settings but also elucidate the relationship between language and deception.



Citation Styles

Harvard Citation styleHauch, V., Blandon-Gitlin, I., Masip, J. and Sporer, S. (2015) Are Computers Effective Lie Detectors? A Meta-Analysis of Linguistic Cues to Deception, Personality and Social Psychology Review, 19(4), pp. 307-342. https://doi.org/10.1177/1088868314556539

APA Citation styleHauch, V., Blandon-Gitlin, I., Masip, J., & Sporer, S. (2015). Are Computers Effective Lie Detectors? A Meta-Analysis of Linguistic Cues to Deception. Personality and Social Psychology Review. 19(4), 307-342. https://doi.org/10.1177/1088868314556539



Keywords


COGNITIVE FRAMEWORKcomputer programdetection of deceptionEXECUTIVE PROCESSESEYEWITNESS ACCOUNTSINTERPERSONAL DECEPTIONlinguistic cuesNONVERBAL BEHAVIORPREDICTING DECEPTIONSUSPECTS STRATEGIES

Last updated on 2025-10-06 at 10:32