TY - JOUR
T1 - Executive functions form a single construct and are associated with schooling
T2 - Evidence from three low- And middle- income countries
AU - COHORTS
AU - Wray, Charlotte
AU - Kowalski, Alysse
AU - Mpondo, Feziwe
AU - Ochaeta, Laura
AU - Belleza, Delia
AU - DiGirolamo, Ann
AU - Waford, Rachel
AU - Richter, Linda
AU - Lee, Nanette
AU - Scerif, Gaia
AU - Stein, Aryeh D.
AU - Stein, Alan
N1 - Publisher Copyright:
© 2020 Wray et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2020/11
Y1 - 2020/11
N2 - Measuring executive function (EF) among adults is important, as the cognitive processes involved in EF are critical to academic achievement, job success and mental health. Current evidence on measurement and structure of EF largely come from Western, Educated, Industrialized, Rich and Democratic (WEIRD) countries. However, measuring EF in low- and-middle-income countries (LMICs) is challenging, because of the dearth of EF measures validated across LMICs, particularly measures that do not require extensive training, expensive equipment, or professional administration. This paper uses data from three LMIC cohorts to test the feasibility, validity and reliability of EF assessment in adults using three sub-tests (representing key components of EF) of the NIH Toolbox Cognitive battery. For each cohort, all three EF measures (inhibition, flexibility and working memory) loaded well onto a unidimensional latent factor of EF. Factor scores related well to measures of fluid intelligence, processing speed and schooling. All measures showed good test-retest reliability across countries. This study provides evidence for a set of sound measures of EF that could be used across different cultural, language and socio-economic backgrounds in future LMIC research. Furthermore, our findings extend conclusions on the structure of EF beyond those drawn from WEIRD countries.
AB - Measuring executive function (EF) among adults is important, as the cognitive processes involved in EF are critical to academic achievement, job success and mental health. Current evidence on measurement and structure of EF largely come from Western, Educated, Industrialized, Rich and Democratic (WEIRD) countries. However, measuring EF in low- and-middle-income countries (LMICs) is challenging, because of the dearth of EF measures validated across LMICs, particularly measures that do not require extensive training, expensive equipment, or professional administration. This paper uses data from three LMIC cohorts to test the feasibility, validity and reliability of EF assessment in adults using three sub-tests (representing key components of EF) of the NIH Toolbox Cognitive battery. For each cohort, all three EF measures (inhibition, flexibility and working memory) loaded well onto a unidimensional latent factor of EF. Factor scores related well to measures of fluid intelligence, processing speed and schooling. All measures showed good test-retest reliability across countries. This study provides evidence for a set of sound measures of EF that could be used across different cultural, language and socio-economic backgrounds in future LMIC research. Furthermore, our findings extend conclusions on the structure of EF beyond those drawn from WEIRD countries.
UR - https://www.scopus.com/pages/publications/85097034172
UR - https://www.scopus.com/pages/publications/85097034172#tab=citedBy
U2 - 10.1371/journal.pone.0242936
DO - 10.1371/journal.pone.0242936
M3 - Article
C2 - 33253303
AN - SCOPUS:85097034172
SN - 1932-6203
VL - 15
JO - PloS one
JF - PloS one
IS - 11 November 2020
M1 - e0242936
ER -