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Comparing methods for the analysis of pupillary response
Changes in eye-pupil size index a range of cognitive processes. However, variations in the protocols used to analyze such data exist in the psychological literature. This raises the question of whether different approaches to pupillary response data influence the outcome of the analysis. To address...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420434/ https://www.ncbi.nlm.nih.gov/pubmed/30324564 http://dx.doi.org/10.3758/s13428-018-1108-6 |
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author | Attard-Johnson, Janice Ó Ciardha, Caoilte Bindemann, Markus |
author_facet | Attard-Johnson, Janice Ó Ciardha, Caoilte Bindemann, Markus |
author_sort | Attard-Johnson, Janice |
collection | PubMed |
description | Changes in eye-pupil size index a range of cognitive processes. However, variations in the protocols used to analyze such data exist in the psychological literature. This raises the question of whether different approaches to pupillary response data influence the outcome of the analysis. To address this question, four methods of analysis were compared, using pupillary responses to sexually appetitive visual content as example data. These methods comprised analysis of the unadjusted (raw) pupillary response data, z-scored data, percentage-change data, and data transformed by a prestimulus baseline correction. Across two experiments, these methods yielded near-identical outcomes, leading to similar conclusions. This suggests that the range of approaches that are employed in the psychological literature to analyze pupillary response data do not fundamentally influence the outcome of the analysis. However, some systematic carryover effects were observed when a prestimulus baseline correction was applied, whereby dilation effects from an arousing target on one trial still influenced pupil size on the next trial. This indicates that the appropriate application of this analysis might require additional information, such as prior knowledge of the duration of carryover effects. |
format | Online Article Text |
id | pubmed-6420434 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-64204342019-04-03 Comparing methods for the analysis of pupillary response Attard-Johnson, Janice Ó Ciardha, Caoilte Bindemann, Markus Behav Res Methods Article Changes in eye-pupil size index a range of cognitive processes. However, variations in the protocols used to analyze such data exist in the psychological literature. This raises the question of whether different approaches to pupillary response data influence the outcome of the analysis. To address this question, four methods of analysis were compared, using pupillary responses to sexually appetitive visual content as example data. These methods comprised analysis of the unadjusted (raw) pupillary response data, z-scored data, percentage-change data, and data transformed by a prestimulus baseline correction. Across two experiments, these methods yielded near-identical outcomes, leading to similar conclusions. This suggests that the range of approaches that are employed in the psychological literature to analyze pupillary response data do not fundamentally influence the outcome of the analysis. However, some systematic carryover effects were observed when a prestimulus baseline correction was applied, whereby dilation effects from an arousing target on one trial still influenced pupil size on the next trial. This indicates that the appropriate application of this analysis might require additional information, such as prior knowledge of the duration of carryover effects. Springer US 2018-10-15 2019 /pmc/articles/PMC6420434/ /pubmed/30324564 http://dx.doi.org/10.3758/s13428-018-1108-6 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Article Attard-Johnson, Janice Ó Ciardha, Caoilte Bindemann, Markus Comparing methods for the analysis of pupillary response |
title | Comparing methods for the analysis of pupillary response |
title_full | Comparing methods for the analysis of pupillary response |
title_fullStr | Comparing methods for the analysis of pupillary response |
title_full_unstemmed | Comparing methods for the analysis of pupillary response |
title_short | Comparing methods for the analysis of pupillary response |
title_sort | comparing methods for the analysis of pupillary response |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420434/ https://www.ncbi.nlm.nih.gov/pubmed/30324564 http://dx.doi.org/10.3758/s13428-018-1108-6 |
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