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Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries

Executive functions (EF) can be measured by tests assessing accuracy, reaction times and by computing scores which combine these two components. Interpretation issues can arise from the use of different scoring methods across studies. Given that EF measures and their scoring methods are predominantl...

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Autores principales: Wray, Charlotte, Kowalski, Alysse J., Mpondo, Feziwe, Ochaeta, Laura, Belleza, Delia, DiGirolamo, Ann, Waford, Rachel, Richter, Linda, Lee, Nanette, Scerif, Gaia, Stein, Alan, Stein, Aryeh D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470922/
https://www.ncbi.nlm.nih.gov/pubmed/37651434
http://dx.doi.org/10.1371/journal.pone.0290238
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author Wray, Charlotte
Kowalski, Alysse J.
Mpondo, Feziwe
Ochaeta, Laura
Belleza, Delia
DiGirolamo, Ann
Waford, Rachel
Richter, Linda
Lee, Nanette
Scerif, Gaia
Stein, Alan
Stein, Aryeh D.
author_facet Wray, Charlotte
Kowalski, Alysse J.
Mpondo, Feziwe
Ochaeta, Laura
Belleza, Delia
DiGirolamo, Ann
Waford, Rachel
Richter, Linda
Lee, Nanette
Scerif, Gaia
Stein, Alan
Stein, Aryeh D.
author_sort Wray, Charlotte
collection PubMed
description Executive functions (EF) can be measured by tests assessing accuracy, reaction times and by computing scores which combine these two components. Interpretation issues can arise from the use of different scoring methods across studies. Given that EF measures and their scoring methods are predominantly developed and validated in high income countries, little is known about the generalisability of such methods cross- culturally. The current paper compares two different established scoring approaches for measures of inhibition and cognitive flexibility: difference scores (which utilise reaction time only) and computed scores (combining accuracy and reaction time). We utilised data collected in adulthood from three low- and middle-income birth cohorts (Guatemala, Philippines, South Africa). Non-normal distributions were observed for both scoring methods in all three samples; however, this was more pronounced for the difference score method. Differing distribution patterns were observed across the three cohorts, which was especially evident in the Guatemala cohort, highlighting potential issues with using these methods across diverse populations. The data suggest that the computed scores may be a reliable measure of EF. However, the different ways of scoring and interpreting EF instruments need to be considered carefully for each population before use.
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spelling pubmed-104709222023-09-01 Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries Wray, Charlotte Kowalski, Alysse J. Mpondo, Feziwe Ochaeta, Laura Belleza, Delia DiGirolamo, Ann Waford, Rachel Richter, Linda Lee, Nanette Scerif, Gaia Stein, Alan Stein, Aryeh D. PLoS One Research Article Executive functions (EF) can be measured by tests assessing accuracy, reaction times and by computing scores which combine these two components. Interpretation issues can arise from the use of different scoring methods across studies. Given that EF measures and their scoring methods are predominantly developed and validated in high income countries, little is known about the generalisability of such methods cross- culturally. The current paper compares two different established scoring approaches for measures of inhibition and cognitive flexibility: difference scores (which utilise reaction time only) and computed scores (combining accuracy and reaction time). We utilised data collected in adulthood from three low- and middle-income birth cohorts (Guatemala, Philippines, South Africa). Non-normal distributions were observed for both scoring methods in all three samples; however, this was more pronounced for the difference score method. Differing distribution patterns were observed across the three cohorts, which was especially evident in the Guatemala cohort, highlighting potential issues with using these methods across diverse populations. The data suggest that the computed scores may be a reliable measure of EF. However, the different ways of scoring and interpreting EF instruments need to be considered carefully for each population before use. Public Library of Science 2023-08-31 /pmc/articles/PMC10470922/ /pubmed/37651434 http://dx.doi.org/10.1371/journal.pone.0290238 Text en © 2023 Wray 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
Wray, Charlotte
Kowalski, Alysse J.
Mpondo, Feziwe
Ochaeta, Laura
Belleza, Delia
DiGirolamo, Ann
Waford, Rachel
Richter, Linda
Lee, Nanette
Scerif, Gaia
Stein, Alan
Stein, Aryeh D.
Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
title Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
title_full Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
title_fullStr Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
title_full_unstemmed Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
title_short Contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
title_sort contrasting speed and accuracy approaches to measure executive functions in three low-and middle-income countries
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470922/
https://www.ncbi.nlm.nih.gov/pubmed/37651434
http://dx.doi.org/10.1371/journal.pone.0290238
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