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I would hire you in a minute: Thin slices of nonverbal behavior in job interviews
Type of publication: Conference paper
Citation: Nguyen_ICMI_2015
Booktitle: Proceedings of the ACM International Conference on Multimodal Interaction (ICMI)
Year: 2015
Pages: 51-58
Abstract: In everyday life, judgments people make about others are based on brief excerpts of interactions, known as thin slices. Inferences stemming from such minimal information can be quite accurate, and nonverbal behavior plays an important role in the impression formation. Because protagonists are strangers, employment interviews are a case where both nonverbal behavior and thin slices can be predictive of outcomes. In this work, we analyze the predictive validity of thin slices of real job interviews, where slices are defined by the sequence of questions in a structured interview format. We approach this problem from an audio-visual, dyadic, and nonverbal perspective, where sensing, cue extraction, and inference are automated. Our study shows that although nonverbal behavioral cues extracted from thin slices were not as predictive as when extracted from the full interaction, they were still predictive of hirability impressions with R^2 values up to 0.34, which was comparable to the predictive validity of human observers on thin slices. Applicant audio cues were found to yield the most accurate results.
Keywords: first impressions, hirability, job interviews, Multimodal interaction, nonverbal be- havior, social computing, thin slices
Authors Nguyen, Laurent Son
Gatica-Perez, Daniel
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  • Nguyen_ICMI_2015.pdf