I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals

The purpose of this study was to illustrate that people’s affective valuation of exercise can be identified in their faces. The study was conducted with a software for automatic facial expression analysis and it involved testing the hypothesis that positive or negative affective valuation occurs spo...

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Main Authors: Ralf Brand, Lukas Ulrich
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-12-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2019.02901/full
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spelling doaj-c9d057e311f545c793c77861b74ef1e82020-11-25T02:23:02ZengFrontiers Media S.A.Frontiers in Psychology1664-10782019-12-011010.3389/fpsyg.2019.02901477826I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active IndividualsRalf Brand0Lukas Ulrich1Sport and Exercise Psychology, University of Potsdam, Potsdam, GermanyInstitute of Psychology, Humboldt University of Berlin, Berlin, GermanyThe purpose of this study was to illustrate that people’s affective valuation of exercise can be identified in their faces. The study was conducted with a software for automatic facial expression analysis and it involved testing the hypothesis that positive or negative affective valuation occurs spontaneously when people are reminded of exercise. We created a task similar to an emotional Stroop task, in which participants responded to exercise-related and control stimuli with a positive or negative facial expression (smile or frown) depending on whether the photo was presented upright or tilted. We further asked participants how much time they would normally spend for physical exercise, because we assumed that the affective valuation of those who exercise more would be more positive. Based on the data of 86 participants, regression analysis revealed that those who reported less exercise and a more negative reflective evaluation of exercise initiated negative facial expressions on exercise-related stimuli significantly faster than those who reported exercising more often. No significant effect was observed for smile responses. We suspect that responding with a smile to exercise-related stimuli was the congruent response for the majority of our participants, so that for them no Stroop interference occurred in the exercise-related condition. This study suggests that immediate negative affective reactions to exercise-related stimuli result from a postconscious automatic process and can be detected in the study participants’ faces. It furthermore illustrates how methodological paradigms from social–cognition research (here: the emotional Stroop paradigm) can be adapted to collect and analyze biometric data for the investigation of exercisers’ and non-exercisers’ automatic valuations of exercise.https://www.frontiersin.org/article/10.3389/fpsyg.2019.02901/fullmotivationexerciseemotionautomatic facial expression analysisStroop effect
collection DOAJ
language English
format Article
sources DOAJ
author Ralf Brand
Lukas Ulrich
spellingShingle Ralf Brand
Lukas Ulrich
I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals
Frontiers in Psychology
motivation
exercise
emotion
automatic facial expression analysis
Stroop effect
author_facet Ralf Brand
Lukas Ulrich
author_sort Ralf Brand
title I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals
title_short I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals
title_full I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals
title_fullStr I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals
title_full_unstemmed I Can See It in Your Face. Affective Valuation of Exercise in More or Less Physically Active Individuals
title_sort i can see it in your face. affective valuation of exercise in more or less physically active individuals
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2019-12-01
description The purpose of this study was to illustrate that people’s affective valuation of exercise can be identified in their faces. The study was conducted with a software for automatic facial expression analysis and it involved testing the hypothesis that positive or negative affective valuation occurs spontaneously when people are reminded of exercise. We created a task similar to an emotional Stroop task, in which participants responded to exercise-related and control stimuli with a positive or negative facial expression (smile or frown) depending on whether the photo was presented upright or tilted. We further asked participants how much time they would normally spend for physical exercise, because we assumed that the affective valuation of those who exercise more would be more positive. Based on the data of 86 participants, regression analysis revealed that those who reported less exercise and a more negative reflective evaluation of exercise initiated negative facial expressions on exercise-related stimuli significantly faster than those who reported exercising more often. No significant effect was observed for smile responses. We suspect that responding with a smile to exercise-related stimuli was the congruent response for the majority of our participants, so that for them no Stroop interference occurred in the exercise-related condition. This study suggests that immediate negative affective reactions to exercise-related stimuli result from a postconscious automatic process and can be detected in the study participants’ faces. It furthermore illustrates how methodological paradigms from social–cognition research (here: the emotional Stroop paradigm) can be adapted to collect and analyze biometric data for the investigation of exercisers’ and non-exercisers’ automatic valuations of exercise.
topic motivation
exercise
emotion
automatic facial expression analysis
Stroop effect
url https://www.frontiersin.org/article/10.3389/fpsyg.2019.02901/full
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