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Which Facial Features Are Central in Impression Formation?

Bastian Jaeger Orcid Logo, Alex Jones Orcid Logo

Social Psychological and Personality Science, Volume: 13, Issue: 2, Pages: 553 - 561

Swansea University Author: Alex Jones Orcid Logo

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DOI (Published version): 10.1177/19485506211034979

Abstract

Which facial characteristics do people rely on when forming personality impressions? Previous research has uncovered an array of facial features that influence people’s impressions. Even though some (classes of) features, such as resemblances to emotional expressions or facial width-to-height ratio...

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Published in: Social Psychological and Personality Science
ISSN: 1948-5506 1948-5514
Published: SAGE Publications 2022
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URI: https://cronfa.swan.ac.uk/Record/cronfa57630
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first_indexed 2021-08-17T20:32:26Z
last_indexed 2022-04-09T03:21:47Z
id cronfa57630
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spelling 2022-04-08T12:40:51.4676547 v2 57630 2021-08-17 Which Facial Features Are Central in Impression Formation? a24e1e2a89b0a9120fe03b481a629edd 0000-0003-3600-3644 Alex Jones Alex Jones true false 2021-08-17 HPS Which facial characteristics do people rely on when forming personality impressions? Previous research has uncovered an array of facial features that influence people’s impressions. Even though some (classes of) features, such as resemblances to emotional expressions or facial width-to-height ratio (fWHR), play a central role in theories of social perception, their relative importance in impression formation remains unclear. Here, we model faces along a wide range of theoretically important dimensions and use machine learning techniques to test how well 28 features predict impressions of trustworthiness and dominance in a diverse set of 597 faces. In line with overgeneralization theory, emotion resemblances were most predictive of both traits. Other features that have received a lot of attention in the literature, such as fWHR, were relatively uninformative. Our results highlight the importance of modeling faces along a wide range of dimensions to elucidate their relative importance in impression formation. Journal Article Social Psychological and Personality Science 13 2 553 561 SAGE Publications 1948-5506 1948-5514 social perception, personality impressions, overgeneralization theory, emotional expressions, facial width-to-height ratio 1 3 2022 2022-03-01 10.1177/19485506211034979 COLLEGE NANME Psychology COLLEGE CODE HPS Swansea University Not Required 2022-04-08T12:40:51.4676547 2021-08-17T21:26:24.7952535 Faculty of Medicine, Health and Life Sciences School of Psychology Bastian Jaeger 0000-0002-4398-9731 1 Alex Jones 0000-0003-3600-3644 2 57630__22140__5b58a903dbcd458184d727ddde85e68c.pdf 57630.pdf 2022-01-14T11:08:53.1134953 Output 537761 application/pdf Version of Record true Copyright: The Author(s) 2021. This article is distributed under the terms of the Creative Commons Attribution 4.0 License true eng https://creativecommons.org/licenses/by/4.0/
title Which Facial Features Are Central in Impression Formation?
spellingShingle Which Facial Features Are Central in Impression Formation?
Alex Jones
title_short Which Facial Features Are Central in Impression Formation?
title_full Which Facial Features Are Central in Impression Formation?
title_fullStr Which Facial Features Are Central in Impression Formation?
title_full_unstemmed Which Facial Features Are Central in Impression Formation?
title_sort Which Facial Features Are Central in Impression Formation?
author_id_str_mv a24e1e2a89b0a9120fe03b481a629edd
author_id_fullname_str_mv a24e1e2a89b0a9120fe03b481a629edd_***_Alex Jones
author Alex Jones
author2 Bastian Jaeger
Alex Jones
format Journal article
container_title Social Psychological and Personality Science
container_volume 13
container_issue 2
container_start_page 553
publishDate 2022
institution Swansea University
issn 1948-5506
1948-5514
doi_str_mv 10.1177/19485506211034979
publisher SAGE Publications
college_str Faculty of Medicine, Health and Life Sciences
hierarchytype
hierarchy_top_id facultyofmedicinehealthandlifesciences
hierarchy_top_title Faculty of Medicine, Health and Life Sciences
hierarchy_parent_id facultyofmedicinehealthandlifesciences
hierarchy_parent_title Faculty of Medicine, Health and Life Sciences
department_str School of Psychology{{{_:::_}}}Faculty of Medicine, Health and Life Sciences{{{_:::_}}}School of Psychology
document_store_str 1
active_str 0
description Which facial characteristics do people rely on when forming personality impressions? Previous research has uncovered an array of facial features that influence people’s impressions. Even though some (classes of) features, such as resemblances to emotional expressions or facial width-to-height ratio (fWHR), play a central role in theories of social perception, their relative importance in impression formation remains unclear. Here, we model faces along a wide range of theoretically important dimensions and use machine learning techniques to test how well 28 features predict impressions of trustworthiness and dominance in a diverse set of 597 faces. In line with overgeneralization theory, emotion resemblances were most predictive of both traits. Other features that have received a lot of attention in the literature, such as fWHR, were relatively uninformative. Our results highlight the importance of modeling faces along a wide range of dimensions to elucidate their relative importance in impression formation.
published_date 2022-03-01T04:13:31Z
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score 11.037603

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