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Measuring Food-Related Attentional Bias

Objective: Food-related attentional bias has been defined as the tendency to give preferential attention to food-related stimuli. Attentional bias is of interest as studies have found that increased attentional bias is associated with obesity; others, however, have not. A possible reason for mixed r...

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Autores principales: Franja, Stefania, McCrae, Anna E., Jahnel, Tina, Gearhardt, Ashley N., Ferguson, Stuart G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548655/
https://www.ncbi.nlm.nih.gov/pubmed/34721128
http://dx.doi.org/10.3389/fpsyg.2021.629115
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author Franja, Stefania
McCrae, Anna E.
Jahnel, Tina
Gearhardt, Ashley N.
Ferguson, Stuart G.
author_facet Franja, Stefania
McCrae, Anna E.
Jahnel, Tina
Gearhardt, Ashley N.
Ferguson, Stuart G.
author_sort Franja, Stefania
collection PubMed
description Objective: Food-related attentional bias has been defined as the tendency to give preferential attention to food-related stimuli. Attentional bias is of interest as studies have found that increased attentional bias is associated with obesity; others, however, have not. A possible reason for mixed results may be that there is no agreed upon measure of attentional bias: studies differ in both measurement and scoring of attentional bias. Additionally, little is known about the stability of attentional bias over time. The present study aims to compare attentional bias measures generated from commonly used attentional bias tasks and scoring protocols, and to test re-test reliability. Methods: As part of a larger study, 69 participants (67% female) completed two food-related visual probe tasks at baseline: lexical (words as stimuli), and pictorial (pictures as stimuli). Reaction time bias scores (attentional bias scores) for each task were calculated in three different ways: by subtracting the reaction times for the trials where probes replaced (1) neutral stimuli from the trials where the probes replaced all food stimuli, (2) neutral stimuli from the trials where probes replaced high caloric food stimuli, and (3) neutral stimuli from low caloric food stimuli. This resulted in three separate attentional bias scores for each task. These reaction time results were then correlated. The pictorial visual probe task was administered a second time 14-days later to assess test-retest reliability. Results: Regardless of the scoring use, lexical attentional bias scores were minimal, suggesting minimal attentional bias. Pictorial task attentional bias scores were larger, suggesting greater attentional bias. The correlation between the various scores was relatively small (r = 0.13–0.20). Similarly, test-retest reliability for the pictorial task was poor regardless of how the test was scored (r = 0.20–0.41). Conclusion: These results suggest that at least some of the variation in findings across attentional bias studies could be due to differences in the way that attentional bias is measured. Future research may benefit from either combining eye-tracking measurements in addition to reaction times.
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spelling pubmed-85486552021-10-28 Measuring Food-Related Attentional Bias Franja, Stefania McCrae, Anna E. Jahnel, Tina Gearhardt, Ashley N. Ferguson, Stuart G. Front Psychol Psychology Objective: Food-related attentional bias has been defined as the tendency to give preferential attention to food-related stimuli. Attentional bias is of interest as studies have found that increased attentional bias is associated with obesity; others, however, have not. A possible reason for mixed results may be that there is no agreed upon measure of attentional bias: studies differ in both measurement and scoring of attentional bias. Additionally, little is known about the stability of attentional bias over time. The present study aims to compare attentional bias measures generated from commonly used attentional bias tasks and scoring protocols, and to test re-test reliability. Methods: As part of a larger study, 69 participants (67% female) completed two food-related visual probe tasks at baseline: lexical (words as stimuli), and pictorial (pictures as stimuli). Reaction time bias scores (attentional bias scores) for each task were calculated in three different ways: by subtracting the reaction times for the trials where probes replaced (1) neutral stimuli from the trials where the probes replaced all food stimuli, (2) neutral stimuli from the trials where probes replaced high caloric food stimuli, and (3) neutral stimuli from low caloric food stimuli. This resulted in three separate attentional bias scores for each task. These reaction time results were then correlated. The pictorial visual probe task was administered a second time 14-days later to assess test-retest reliability. Results: Regardless of the scoring use, lexical attentional bias scores were minimal, suggesting minimal attentional bias. Pictorial task attentional bias scores were larger, suggesting greater attentional bias. The correlation between the various scores was relatively small (r = 0.13–0.20). Similarly, test-retest reliability for the pictorial task was poor regardless of how the test was scored (r = 0.20–0.41). Conclusion: These results suggest that at least some of the variation in findings across attentional bias studies could be due to differences in the way that attentional bias is measured. Future research may benefit from either combining eye-tracking measurements in addition to reaction times. Frontiers Media S.A. 2021-10-13 /pmc/articles/PMC8548655/ /pubmed/34721128 http://dx.doi.org/10.3389/fpsyg.2021.629115 Text en Copyright © 2021 Franja, McCrae, Jahnel, Gearhardt and Ferguson. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Franja, Stefania
McCrae, Anna E.
Jahnel, Tina
Gearhardt, Ashley N.
Ferguson, Stuart G.
Measuring Food-Related Attentional Bias
title Measuring Food-Related Attentional Bias
title_full Measuring Food-Related Attentional Bias
title_fullStr Measuring Food-Related Attentional Bias
title_full_unstemmed Measuring Food-Related Attentional Bias
title_short Measuring Food-Related Attentional Bias
title_sort measuring food-related attentional bias
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548655/
https://www.ncbi.nlm.nih.gov/pubmed/34721128
http://dx.doi.org/10.3389/fpsyg.2021.629115
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