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Workers’ whole day workload and next day cognitive performance

Workload experienced over the whole day, not just work periods, may impact worker cognitive performance. We hypothesized that experiencing greater than typical whole day workload would be associated with lower visual processing speed and lower sustained attention ability, on the next day. To test th...

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Autores principales: Hernandez, Raymond, Jin, Haomiao, Pyatak, Elizabeth A., Roll, Shawn C., Schneider, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9982770/
https://www.ncbi.nlm.nih.gov/pubmed/37359695
http://dx.doi.org/10.1007/s12144-023-04400-y
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author Hernandez, Raymond
Jin, Haomiao
Pyatak, Elizabeth A.
Roll, Shawn C.
Schneider, Stefan
author_facet Hernandez, Raymond
Jin, Haomiao
Pyatak, Elizabeth A.
Roll, Shawn C.
Schneider, Stefan
author_sort Hernandez, Raymond
collection PubMed
description Workload experienced over the whole day, not just work periods, may impact worker cognitive performance. We hypothesized that experiencing greater than typical whole day workload would be associated with lower visual processing speed and lower sustained attention ability, on the next day. To test this, we used dynamic structural equation modeling to analyze data from 56 workers with type 1 diabetes. For a two-week period, on smartphones they answered questions about whole day workload at the end of each day, and completed cognitive tests 5 or 6 times throughout each day. Repeated smartphone cognitive tests were used, instead of traditional one- time cognitive assessment in the laboratory, to increase the ecological validity of the cognitive tests. Examples of reported occupations in our sample included housekeeper, teacher, physician, and cashier. On workdays, the mean number of work hours reported was 6.58 (SD 3.5). At the within-person level, greater whole day workload predicted decreased mean processing speed the next day (standardized estimate=-0.10, 95% CI -0.18 to -0.01) using a random intercept model; the relationship was not significant and only demonstrated a tendency toward the expected effect (standardized estimate= -0.07, 95% CI -0.15 to 0.01) in a model with a random intercept and a random regression slope. Whole day workload was not found to be associated with next-day mean sustained attention ability. Study results suggested that just one day of greater than average workload could impact next day processing speed, but future studies with larger sample sizes are needed to corroborate this finding.
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spelling pubmed-99827702023-03-03 Workers’ whole day workload and next day cognitive performance Hernandez, Raymond Jin, Haomiao Pyatak, Elizabeth A. Roll, Shawn C. Schneider, Stefan Curr Psychol Article Workload experienced over the whole day, not just work periods, may impact worker cognitive performance. We hypothesized that experiencing greater than typical whole day workload would be associated with lower visual processing speed and lower sustained attention ability, on the next day. To test this, we used dynamic structural equation modeling to analyze data from 56 workers with type 1 diabetes. For a two-week period, on smartphones they answered questions about whole day workload at the end of each day, and completed cognitive tests 5 or 6 times throughout each day. Repeated smartphone cognitive tests were used, instead of traditional one- time cognitive assessment in the laboratory, to increase the ecological validity of the cognitive tests. Examples of reported occupations in our sample included housekeeper, teacher, physician, and cashier. On workdays, the mean number of work hours reported was 6.58 (SD 3.5). At the within-person level, greater whole day workload predicted decreased mean processing speed the next day (standardized estimate=-0.10, 95% CI -0.18 to -0.01) using a random intercept model; the relationship was not significant and only demonstrated a tendency toward the expected effect (standardized estimate= -0.07, 95% CI -0.15 to 0.01) in a model with a random intercept and a random regression slope. Whole day workload was not found to be associated with next-day mean sustained attention ability. Study results suggested that just one day of greater than average workload could impact next day processing speed, but future studies with larger sample sizes are needed to corroborate this finding. Springer US 2023-03-03 /pmc/articles/PMC9982770/ /pubmed/37359695 http://dx.doi.org/10.1007/s12144-023-04400-y Text en © The Author(s) 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hernandez, Raymond
Jin, Haomiao
Pyatak, Elizabeth A.
Roll, Shawn C.
Schneider, Stefan
Workers’ whole day workload and next day cognitive performance
title Workers’ whole day workload and next day cognitive performance
title_full Workers’ whole day workload and next day cognitive performance
title_fullStr Workers’ whole day workload and next day cognitive performance
title_full_unstemmed Workers’ whole day workload and next day cognitive performance
title_short Workers’ whole day workload and next day cognitive performance
title_sort workers’ whole day workload and next day cognitive performance
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9982770/
https://www.ncbi.nlm.nih.gov/pubmed/37359695
http://dx.doi.org/10.1007/s12144-023-04400-y
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