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Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study

Modern slot machines are among the more harmful forms of gambling. Psychophysiological measures may provide a window into mental processes that underpin these harms. Here we investigated pupil dilation derived from eye tracking as a means of capturing changes in sympathetic nervous system arousal fo...

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Autores principales: Kim, Andy J., Murch, W. Spencer, Limbrick-Oldfield, Eve H., Ferrari, Mario A., MacDonald, Kent I., Fooken, Jolande, Cherkasova, Mariya V., Spering, Miriam, Clark, Luke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312385/
https://www.ncbi.nlm.nih.gov/pubmed/35877672
http://dx.doi.org/10.1371/journal.pone.0272070
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author Kim, Andy J.
Murch, W. Spencer
Limbrick-Oldfield, Eve H.
Ferrari, Mario A.
MacDonald, Kent I.
Fooken, Jolande
Cherkasova, Mariya V.
Spering, Miriam
Clark, Luke
author_facet Kim, Andy J.
Murch, W. Spencer
Limbrick-Oldfield, Eve H.
Ferrari, Mario A.
MacDonald, Kent I.
Fooken, Jolande
Cherkasova, Mariya V.
Spering, Miriam
Clark, Luke
author_sort Kim, Andy J.
collection PubMed
description Modern slot machines are among the more harmful forms of gambling. Psychophysiological measures may provide a window into mental processes that underpin these harms. Here we investigated pupil dilation derived from eye tracking as a means of capturing changes in sympathetic nervous system arousal following outcomes on a real slot machine. We hypothesized that positively reinforcing slot machine outcomes would be associated with increases in arousal, reflected in larger pupil diameter. We further examined the contribution of game luminance fluctuations on pupil diameter. In Experiment 1A, experienced slot machine gamblers (N = 53) played a commercially-available slot machine in a laboratory for 20 minutes while wearing mobile eye tracking glasses. Analyses differentiated loss outcomes, wins, losses-disguised-as-wins, and (free-spin) bonus features. Bonus features were associated with rapid increases in pupil diameter following the onset of outcome-related audiovisual feedback, relative to losses. In Experiment 1B, luminance data were extracted from captured screen videos (derived from Experiment 1A) to characterize on-screen luminance changes that could modulate pupil diameter. Bonus features and wins were associated with pronounced and complex fluctuations in screen luminance (≈50 L and ≈25L, respectively). However, the pupil dilation that was observed to bonus features in Experiment 1A coincided temporally with only negligible changes in screen luminance, providing partial evidence that the pupil dilation to bonus features may be due to arousal. In Experiment 2, 12 participants viewed pairs of stimuli (scrambled slot machine images) at luminance difference thresholds of ≈25L, ≈50L, and ≈100L. Scrambled images presented at luminance differences of ≈25L and greater were sufficient to cause pupillary responses. Overall, pupillometry may detect event-related changes in sympathetic nervous system arousal following gambling outcomes, but researchers must pay careful attention to substantial in-game luminance changes that may confound arousal-based interpretations.
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spelling pubmed-93123852022-07-26 Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study Kim, Andy J. Murch, W. Spencer Limbrick-Oldfield, Eve H. Ferrari, Mario A. MacDonald, Kent I. Fooken, Jolande Cherkasova, Mariya V. Spering, Miriam Clark, Luke PLoS One Research Article Modern slot machines are among the more harmful forms of gambling. Psychophysiological measures may provide a window into mental processes that underpin these harms. Here we investigated pupil dilation derived from eye tracking as a means of capturing changes in sympathetic nervous system arousal following outcomes on a real slot machine. We hypothesized that positively reinforcing slot machine outcomes would be associated with increases in arousal, reflected in larger pupil diameter. We further examined the contribution of game luminance fluctuations on pupil diameter. In Experiment 1A, experienced slot machine gamblers (N = 53) played a commercially-available slot machine in a laboratory for 20 minutes while wearing mobile eye tracking glasses. Analyses differentiated loss outcomes, wins, losses-disguised-as-wins, and (free-spin) bonus features. Bonus features were associated with rapid increases in pupil diameter following the onset of outcome-related audiovisual feedback, relative to losses. In Experiment 1B, luminance data were extracted from captured screen videos (derived from Experiment 1A) to characterize on-screen luminance changes that could modulate pupil diameter. Bonus features and wins were associated with pronounced and complex fluctuations in screen luminance (≈50 L and ≈25L, respectively). However, the pupil dilation that was observed to bonus features in Experiment 1A coincided temporally with only negligible changes in screen luminance, providing partial evidence that the pupil dilation to bonus features may be due to arousal. In Experiment 2, 12 participants viewed pairs of stimuli (scrambled slot machine images) at luminance difference thresholds of ≈25L, ≈50L, and ≈100L. Scrambled images presented at luminance differences of ≈25L and greater were sufficient to cause pupillary responses. Overall, pupillometry may detect event-related changes in sympathetic nervous system arousal following gambling outcomes, but researchers must pay careful attention to substantial in-game luminance changes that may confound arousal-based interpretations. Public Library of Science 2022-07-25 /pmc/articles/PMC9312385/ /pubmed/35877672 http://dx.doi.org/10.1371/journal.pone.0272070 Text en © 2022 Kim et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kim, Andy J.
Murch, W. Spencer
Limbrick-Oldfield, Eve H.
Ferrari, Mario A.
MacDonald, Kent I.
Fooken, Jolande
Cherkasova, Mariya V.
Spering, Miriam
Clark, Luke
Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study
title Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study
title_full Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study
title_fullStr Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study
title_full_unstemmed Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study
title_short Do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? A proof-of-concept study
title_sort do pupillary responses during authentic slot machine use reflect arousal or screen luminance fluctuations? a proof-of-concept study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312385/
https://www.ncbi.nlm.nih.gov/pubmed/35877672
http://dx.doi.org/10.1371/journal.pone.0272070
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