Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity
Introduction: Attentional bias (AB) is an implicit selective attention toward processing disorder-significant information while neglecting other environmental cues. Considerable empirical evidence highlights the clinical implication of AB in the onset and maintenance of substance use disorder. An in...
| Autores: | , , , , , , , , , |
|---|---|
| Tipo de recurso: | artículo |
| Estado: | Versión publicada |
| Fecha de publicación: | 2024 |
| País: | España |
| Institución: | Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya) |
| Repositorio: | Recercat. Dipósit de la Recerca de Catalunya |
| OAI Identifier: | oai:recercat.cat:2445/219183 |
| Acceso en línea: | https://hdl.handle.net/2445/219183 |
| Access Level: | acceso abierto |
| Palabra clave: | Alcoholisme Percepció visual Seguiment de la mirada Alcoholism Visual perception Eye tracking |
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Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement ActivityGhiţă, AlexandraHernández Serrano, OlgaMoreno, ManuelMonras Arnau, MiquelGual, AntoniMaurage, PierreGacto-Sánchez, MarianoFerrer, Marta (Ferrer García)Porras-García, BrunoGutiérrez Maldonado, JoséAlcoholismePercepció visualSeguiment de la miradaAlcoholismVisual perceptionEye trackingIntroduction: Attentional bias (AB) is an implicit selective attention toward processing disorder-significant information while neglecting other environmental cues. Considerable empirical evidence highlights the clinical implication of AB in the onset and maintenance of substance use disorder. An innovative method to explore direct measures of AB relies on the eye-movement activity using technologies like eye-tracking (ET). Despite the growing interest regarding the clinical relevance of AB in the spectrum of alcohol consumption, more research is needed to fully determine the AB patterns and its transfer from experimental to clinical applications. The current study consisted of three consecutive experiments. The first experiment aimed to design an ad-hoc visual attention task (VAT) consisting of alcohol-related and neutral images using a nonclinical sample (n = 15). The objective of the second and third experiments was to analyze whether the effect of type of image (alcohol-related vs. neutral images) on AB toward alcohol content using the VAT developed in the first experiment was different for type of drinker (light vs. heavy drinker in the second experiment [n = 30], and occasional social drinkers versus alcohol use disorder (AUD) patients in the third experiment [n = 48]). Methods: Areas of interest (AOIs) within each type of image (neutral and alcohol-related) were designed and raw ET-based data were subsequently extracted through specific software analyses. For experiment 1, attention maps were created and processed for each image. For experiments 2 and 3, data on ET variables were gathered and subsequently analyzed through a two-way ANOVA with the aim of examining the effects of the type of image and drinker on eye-movement activity. Results: There was a statistically significant interaction effect between type of image and type of drinker (light vs. heavy drinker in experiment 2, F(1, 56) = 13.578, p < 0.001, partial η2 = 0.195, and occasional social drinker versus AUD patients in the experiment 3, F(1, 92) = 35.806, p < 0.001, partial η2 = 0.280) for “first fixation” with large effect sizes, but not for “number of fixations” and “dwell time.” The simple main effect of type of image on mean “first fixation” score for AUD patients was not statistically significant. Conclusion: The data derived from the experiments indicated the importance of AB in sub-clinical populations: heavy drinkers displayed an implicit preference for alcohol-related images compared to light drinkers. Nevertheless, AB fluctuations in patients with AUD compared to the control group were found. AUD patients displayed an early interest in alcohol images, followed by an avoidance attentional processing of alcohol-related images. The results are discussed in light of recent literature in the field.Karger2025202520242025info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion15 p.application/pdfhttps://hdl.handle.net/2445/219183Articles publicats en revistes (Psicologia Clínica i Psicobiologia)reponame:Recercat. Dipósit de la Recerca de Catalunyainstname:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)InglésReproducció del document publicat a: https://doi.org/10.1159/000536252European Addiction Research, 2024, vol. 30, num.2, p. 65-79https://doi.org/10.1159/000536252cc by (c) Ghiţă, Alexandra et al., 2024https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:recercat.cat:2445/2191832026-05-29T05:05:01Z |
| dc.title.none.fl_str_mv |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| title |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| spellingShingle |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity Ghiţă, Alexandra Alcoholisme Percepció visual Seguiment de la mirada Alcoholism Visual perception Eye tracking |
| title_short |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| title_full |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| title_fullStr |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| title_full_unstemmed |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| title_sort |
Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity |
| dc.creator.none.fl_str_mv |
Ghiţă, Alexandra Hernández Serrano, Olga Moreno, Manuel Monras Arnau, Miquel Gual, Antoni Maurage, Pierre Gacto-Sánchez, Mariano Ferrer, Marta (Ferrer García) Porras-García, Bruno Gutiérrez Maldonado, José |
| author |
Ghiţă, Alexandra |
| author_facet |
Ghiţă, Alexandra Hernández Serrano, Olga Moreno, Manuel Monras Arnau, Miquel Gual, Antoni Maurage, Pierre Gacto-Sánchez, Mariano Ferrer, Marta (Ferrer García) Porras-García, Bruno Gutiérrez Maldonado, José |
| author_role |
author |
| author2 |
Hernández Serrano, Olga Moreno, Manuel Monras Arnau, Miquel Gual, Antoni Maurage, Pierre Gacto-Sánchez, Mariano Ferrer, Marta (Ferrer García) Porras-García, Bruno Gutiérrez Maldonado, José |
| author2_role |
author author author author author author author author author |
| dc.subject.none.fl_str_mv |
Alcoholisme Percepció visual Seguiment de la mirada Alcoholism Visual perception Eye tracking |
| topic |
Alcoholisme Percepció visual Seguiment de la mirada Alcoholism Visual perception Eye tracking |
| description |
Introduction: Attentional bias (AB) is an implicit selective attention toward processing disorder-significant information while neglecting other environmental cues. Considerable empirical evidence highlights the clinical implication of AB in the onset and maintenance of substance use disorder. An innovative method to explore direct measures of AB relies on the eye-movement activity using technologies like eye-tracking (ET). Despite the growing interest regarding the clinical relevance of AB in the spectrum of alcohol consumption, more research is needed to fully determine the AB patterns and its transfer from experimental to clinical applications. The current study consisted of three consecutive experiments. The first experiment aimed to design an ad-hoc visual attention task (VAT) consisting of alcohol-related and neutral images using a nonclinical sample (n = 15). The objective of the second and third experiments was to analyze whether the effect of type of image (alcohol-related vs. neutral images) on AB toward alcohol content using the VAT developed in the first experiment was different for type of drinker (light vs. heavy drinker in the second experiment [n = 30], and occasional social drinkers versus alcohol use disorder (AUD) patients in the third experiment [n = 48]). Methods: Areas of interest (AOIs) within each type of image (neutral and alcohol-related) were designed and raw ET-based data were subsequently extracted through specific software analyses. For experiment 1, attention maps were created and processed for each image. For experiments 2 and 3, data on ET variables were gathered and subsequently analyzed through a two-way ANOVA with the aim of examining the effects of the type of image and drinker on eye-movement activity. Results: There was a statistically significant interaction effect between type of image and type of drinker (light vs. heavy drinker in experiment 2, F(1, 56) = 13.578, p < 0.001, partial η2 = 0.195, and occasional social drinker versus AUD patients in the experiment 3, F(1, 92) = 35.806, p < 0.001, partial η2 = 0.280) for “first fixation” with large effect sizes, but not for “number of fixations” and “dwell time.” The simple main effect of type of image on mean “first fixation” score for AUD patients was not statistically significant. Conclusion: The data derived from the experiments indicated the importance of AB in sub-clinical populations: heavy drinkers displayed an implicit preference for alcohol-related images compared to light drinkers. Nevertheless, AB fluctuations in patients with AUD compared to the control group were found. AUD patients displayed an early interest in alcohol images, followed by an avoidance attentional processing of alcohol-related images. The results are discussed in light of recent literature in the field. |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2024 2025 2025 2025 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
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article |
| status_str |
publishedVersion |
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https://hdl.handle.net/2445/219183 |
| url |
https://hdl.handle.net/2445/219183 |
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Inglés |
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Inglés |
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Reproducció del document publicat a: https://doi.org/10.1159/000536252 European Addiction Research, 2024, vol. 30, num.2, p. 65-79 https://doi.org/10.1159/000536252 |
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cc by (c) Ghiţă, Alexandra et al., 2024 https://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
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cc by (c) Ghiţă, Alexandra et al., 2024 https://creativecommons.org/licenses/by/4.0/ |
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openAccess |
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15 p. application/pdf |
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Karger |
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Karger |
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Articles publicats en revistes (Psicologia Clínica i Psicobiologia) reponame:Recercat. Dipósit de la Recerca de Catalunya instname:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya) |
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Recercat. Dipósit de la Recerca de Catalunya |
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