Planning and working memory as predictors of academic performance in adolescents aged 12-17 years
DOI:
https://doi.org/10.17979/reipe.2024.11.1.10526Keywords:
executive functions, working memory, academic performance, adolescents, planning, self-reportingAbstract
The primary aim of this work was to analyze the predictive value of executive functions in relation to changes in academic performance among secondary school adolescents based on self- and parental assessment. The study consisted of a quantitative non-experimental, descriptive-correlational investigation of 265 adolescents aged 12-17 years. Students assessed their own executive functions using the Self-Report Executive Functioning Scale, while their parents/guardians assessed them using the Parental Executive Function Scale. Socioeconomic status was obtained with the Socioeconomic Level Survey, and academic performance was obtained from the report cards. The results showed a positive correlation between academic performance and executive functions, as perceived by both adolescents and parents; as well as between academic performance and socioeconomic status. Furthermore, academic performance was significantly explained by socioeconomic status and activities related to working memory and planning, as perceived by both adolescents and parents. Based on these findings, the study concludes that adolescents are capable of reflecting on the effectiveness of their executive functions in a way that is relevant to their academic performance, and that caregivers can provide relevant information about their children’s executive functions. Additionally, the findings highlight the importance of socioeconomic status when examining the relationship between executive functions and academic performance.
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AHMED, Sammy; TANG, Sandra; WATERS, Nicholas & DAVIS-KEAN, Pamela (2019). Executive function and academic achievement: Longitudinal relations from early childhood to adolescence. Journal of Educational Psychology, 111(3), 446. https://doi.org/10.1037/edu0000296
ARRINGTON, C. Nikki; KULESZ, Paulina; FRANCIS, Davis J.; FLETCHER, Jack M. & BARNES, Marcia A. (2014). The Contribution of Attentional Control and Working Memory to Reading Comprehension and Decoding. Scientific Studies of Reading, 18(5), 325–346. https://doi.org/10.1080/10888438.2014.902461
BEST, Jhon; MILLER, Patricia & NAGLIERI, Jack (2011). Relations between executive function and academic achievement from ages 5 to 17 in a large, representative national sample. Learning and individual differences, 21(4), 327-336. https://doi.org/10.1016/j.lindif.2011.01.007
BESTUÉ LAGUNA, Marta & ESCOLANO-PÉREZ, Elena (2021). Implicación de la resiliencia y de las funciones ejecutivas en el rendimiento académico de educación obligatoria. Revista INFAD de Psicología. International Journal of Developmental and Educational Psychology, 2(2), 309-316. https://doi.org/10.17060/ijodaep.2021.n2.v2.2237
BRADLEY, Robert H. & CORWYN, Robert F. (2002). Socioeconomic status and child development. Annual Review of psychology, 53(1), 371-399. https://doi.org/10.1146/annurev.psych.53.100901.135233
BULL, Rebecca & SCERIF, Gaia (2001). Executive Functioning as a Predictor of Children’s Mathematics Ability: Inhibition, Switching, and Working Memory. Developmental Neuropsychology, 19(3), 273–293 https://doi.org/10.1207/S15326942DN1903_3
CAIN, Kate; OAKHILL, Jane & BRYANT, Peter (2004). Children's reading comprehension ability: Concurrent prediction by working memory, verbal ability, and component skills. Journal of Educational Psychology, 96(1), 31. https://doi.org/10.1037/0022-0663.96.1.31
CLARK, Caron A. C.; PRITCHARD, Verena E. & WOODWARD, Lianne J. (2010) Preschool executive functioning abilities predict early mathematics achievement. Developmental Psychology, 46(5), 1176. https://doi.org/10.1037/a0019672
CRAGG, Lucy; KEEBLE, Sarah; RICHARDSON, Sophie; ROOME, Hannah E. & GILMORE, Camila (2017). Direct and indirect influences of executive functions on mathematics achievement. Cognition, 162, 12-26. https://doi.org/10.1016/j.cognition.2017.01.014
DEKKER, Marielle C.; ZIERMANS, Tim B.; SPRUJIT, Andrea M. & SWAAB, Hannah (2017). Cognitive, parent and teacher rating measures of executive functioning: Shared and unique influences on school achievement. Frontiers in Psychology, 8, 48. https://doi.org/10.3389/fpsyg.2017.00048
DIAMOND, Adele (2013). Executive Functions. Annual Review of Psychology, 64, 135-168. https://doi.org/10.1146/annurev-psych-113011-143750
FARAH, Martha J. (2017). The neuroscience of socioeconomic status: Correlates, causes, and consequences. Neuron, 96(1), 56-71. https://doi.org/10.1016/j.neuron.2017.08.034
FEPRA - Federación de Psicólogos de la República Argentina- (2013). Código de Ética de la Federación de Psicólogos de la República Argentina. Disponible en: https://fepra.org.ar/codigo-de-etica/
FERNALD, Anne; MARCHMAN, Virginia A. & WEISLEDER, Adriana (2013). SES differences in language processing skill and vocabulary are evident at 18 months. Developmental Science, 16(2), 234-248. https://doi.org/10.1111/desc.12019
FONSECA ESTUPIÑAN, Gina Paola; RODRIGUEZ BARRETO, Lucía Carlota & PARRA PULIDO, Javier Humberto (2016). Relación entre funciones ejecutivas y rendimiento académico por asignaturas en escolares de 6 a 12 años. Hacia la Promoción de Salud, 21(2), 41-58. http://www.scielo.org.co/scielo.php?pid=S0121-75772016000200004&script=sci_arttext
GERST, Elyssa H.; CIRINO, Paul T.; FLETCHER, Jack M. & YOSHIDA, Hanako. (2017). Cognitive and behavioral rating measures of executive function as predictors of academic outcomes in children. Child Neuropsychology, 23(4), 381-407. https://doi.org/10.1080/09297049.2015.1120860l
GILKERSON, Jill; RICHARDS, Jeffrey A.; WARREN, Steven F.; MONTGOMERY, Judith K.; GREENWOOD, Charles R.; KIMBOUGH Oller, D.; HANSES, Jhon H. L. & PAUL, Terrance D. (2017). Mapping the early language environment using all-day recordings and automated analysis. American journal of Speech-Language Pathology, 26(2), 248-265. https://doi.org/10.1044/2016_AJSLP-15-0169
HAN, Jing; CUI, Naixue; LYU, Pingping & LI, Yang (2023). Early-life home environment and child cognitive function: A meta-analysis. Personality and Individual Differences, 200, 111905. https://doi.org/10.1016/j.paid.2022.111905
HART, Betty & RISLEY, Todd R. (1995). Meaningful differences in the everyday experience of young American children. Brookes Publishing.
HYDE, Luke W.; GARD, Arianna M.; TOMLINSON, Rachel; BURT, S. Alexandra; MITCHELL, Colter & MONK, Christopher (2020). An ecological approach to understanding the developing brain: Examples linking poverty, parenting, neighborhoods, and the brain. American Psychologist, 75(9), 1245–1259. https://doi.org/10.1037/amp0000741
IGLESIAS-SARMIENTO, Valentín; CARRIEDO, Nuria; RODRÍGUEZ-VILLAGRA, Odir A. & PÉREZ, Leire (2023). Executive functioning skills and (low) math achievement in primary and secondary school. Journal of Experimental Child Psychology, 235, 105715. https://doi.org/10.1016/j.jecp.2023.105715
KENT, Shawn; WANZEK, Jeanne; PETSCHER, Yaacov; AL OTAIBA, Stephanie & KIM Young-Suk (2014). Writing fluency and quality in kindergarten and first grade: The role of attention, reading, transcription, and oral language. Reading and Writing, 27, 1163-1188. https://link.springer.com/article/10.1007/s11145-013-9480-1
KOROUS, Kevin M.; CAUSADIAS, José M.; BRADLEY, Robert H.; LUTHAR, Suniya. S. & LEVY, Roy (2022). A systematic overview of meta-analyses on socioeconomic status, cognitive ability, and achievement: The need to focus on specific pathways. Psychological Reports, 125(1), 55-97. https://doi.org/10.1177/0033294120984127
KORZENIOWSKI, Celina & ISON, Mirta (2019). Escala de Funcionamiento Ejecutivo para Escolares: Análisis de las Propiedades Psicométricas. Psicología Educativa, 25, 147-157. https://doi.org/10.5093/psed2019a4
LAST, Briana S.; LAWSON, Gwen M.; BREINER, Kaitlyn; STEINBER, Laurence & FARAH, Martha J. (2018). Childhood socioeconomic status and executive function in childhood and beyond. PloS One, 13(8), e0202964. https://doi.org/10.1371/journal.pone.0202964
LAWSON, Gween M. & FARAH, Martha J. (2017). Executive function as a mediator between SES and academic achievement throughout childhood. International Journal of Behavioral Development, 41(1), 94-104. https://doi.org/10.1177/0165025415603489
LAWSON, Gweendolyn M.; HOOK, C. J.; & FARAH, Martha J. (2018). A meta‐analysis of the relationship between socioeconomic status and executive function performance among children. Developmental Science, 21(2), e12529. https://doi.org/10.1177/0165025415603489
LEE, Kerry & BULL, Rebecca (2016). Developmental changes in working memory, updating, and math achievement. Journal of Educational Psychology, 108(6), 869-882. https://doi.org/10.1037/edu0000090
Ley 26061 (2005). Ley de protección integral de los derechos de las niñas, niños y adolescentes, de 28 de septiembre de 2005. Ministerio de Justicia de la Nación Argentina. Disponible en: https://servicios.infoleg.gob.ar/infolegInternet/verNorma.do?id=110778
LOCASCIO, Gianna; MAHONE, E Mark; EASON, Sara H. & CUTTING, Laurie E. (2010). Executive dysfunction among children with reading comprehension deficits. Journal of Learning Disabilities, 43(5), 441-454. https://doi.org/10.1177/0022219409355476
McLAUGHLIN, Katie A.; SHERIDAN, Margaret A. & LAMBERT, Hilary K. (2014). Childhood adversity and neural development: Deprivation and threat as distinct dimensions of early experience. Neuroscience & Biobehavioral Reviews, 47, 578-591. https://doi.org/10.1016/j.neubiorev.2014.10.012
MARTÍNEZ ROCHA, Erika Yesmid (2023). Relación entre la memoria de computrabajo y el desempeño en matemáticas. Ciencia Latina, 7. https://doi.org/10.37811/cl_rcm.v7i2.5840
MEJIA RUBIO Andrea del Rocío, (2023). Relación entre inteligencia emocional, funciones ejecutivas y rendimiento académico en escolares. Revista Latinoamericana de Ciencias Sociales y Humanidades, 4(3), 1153-1164. https://doi.org/10.56712/latam.v4i3.1139
MIRANDA, Ana; COLOMER, Carla; MERCADER, Jessica; FERNÁNDEZ, M. Inmaculada & PRESENTACIÓN, M. Jesús (2015). Performance-based tests versus behavioral ratings in the assessment of executive functioning in preschoolers: associations with ADHD symptoms and reading achievement. Frontiers in Psychology, 6, 545. https://doi.org/10.3389/fpsyg.2015.00545
MIYAKE, Akira.; FRIEDMAN, Naomi P.; EMERSON, Michael J.; WITZKI, Alexander H.; HOWERTER, Ami & WAGER, Tor D. (2000). The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks: A Latent Variable Analysis. Cognitive Psychology 41, 49-100. https://doi.org/10.1006/cogp.1999.0734
MUCHIUT, Álvaro; DRI, Constanza; VACCARO, Paola & PIETTO, Marcos (2020) Escala de funciones ejecutivas para padres de adolescentes: construcción, baremación y validación. Sociedad Latinoamericana de Neuropsicología. Neuropsicología Latinoamericana; 12(1), 38-53. https://ri.conicet.gov.ar/handle/11336/145871
MUCHIUT, Álvaro, VACCARO, Paola & PIETTO, Marcos. (2021) Inteligencia, funciones ejecutivas y rendimiento académico. Interdisciplinaria, 38(3), 83-102. https://ri.conicet.gov.ar/handle/11336/212008
MUCHIUT, Álvaro; PIETTO, Marcos & VACCARO, Paola (2023). Escala de autorreporte de funcionamiento ejecutivo (AFE) para adolescentes: construcción, baremación y validación. Revista Iberoamericana de Neuropsicología, 6(1), 1-19. https://ri.conicet.gov.ar/handle/11336/229535
MUCHIUT, Álvaro; VACCARO, Paola; PIETTO, Marcos & SÁNCHEZ Belén (2024). Intervención neurodidáctica sobre las funciones ejecutivas en adolescentes. JONED, Journal of Neuroeducation, 4(2), 31-45. https://revistes.ub.edu/index.php/joned/article/view/42417
NOBLE, Kimberly G. & GIEBLER, Melissa A. (2020). The neuroscience of socioeconomic inequality. Current Opinion in Behavioral Sciences, 36, 23-28. https://doi.org/10.1016/j.cobeha.2020.05.007
RAMOS, Carlos; JADÁN-GUERRERO, Janio & GÓMEZ-GARCÍA, Antonio (2018). Relación entre el rendimiento académico y el autorreporte del funcionamiento ejecutivo de adolescentes ecuatorianos. Avances en Psicología Latinoamericana, 36(2), 405-417. https://doi.org/10.12804/revistas.urosario.edu.co/apl/a.5481
RISSO, Alicia; DURÁN, Montserrat; BRENLLA, Juan Carlos; PERALBO, Manuel & BARCA, Alfonso (2015). Un análisis de las relaciones entre funciones ejecutivas, lenguaje y habilidades matemáticas. Revista de Estudios e Investigación en Psicología y Educación, 09, 073-078. https://doi.org/10.17979/reipe.2015.0.09.577
ROMEO, Rachel R.; SEGARAN, Joshua; LEONARD, Julia A.; ROBINSON, Sidney T.; WEST, Martin R.; MACKEY, Allyson P.; YENDIKI Anastasia; ROWE, Meredith L. & GABRIELI, John D. E: (2018). Language exposure relates to structural neural connectivity in childhood. Journal of Neuroscience, 38(36), 7870-7877. https://doi.org/10.1523/JNEUROSCI.0484-18.2018
ROSEN, Maya L.; HAGEN, McKenzie P.; LURIE, Lucy A.; MILES, Zoe E.; SHERIDAN, Margaret A.; MELTZOFF, Andrew N. & McLAUGHLIN, Katie A. (2020). Cognitive stimulation as a mechanism linking socioeconomic status with executive function: A longitudinal investigation. Child Development, 91(4), e762-e779. https://doi.org/10.1111/cdev.13315
SESMA, Heather Whitney; MAHONE, E. Mark; LEVINE, Terry; EASON, Sarah H. & CUTTIN, Laurie E. (2009). The Contribution of Executive Skills to Reading Comprehension. Child Neuropsychology, 15(3), 232–246. https://doi.org/10.1080/09297040802220029
SIKORA, Darryn M.; HALEY, Pat; EDWARDS, Jay & BUTLER, Robert (2002). Tower of London test performance in children with poor arithmetic skills. Developmental Neuropsychology, 21(3), 243–254. https://doi.org/10.1207/S15326942DN2103_2
St CLAIR-THOMPSON, Helén L. & GATHERCOLE, Susan E. (2006). Executive functions and achievements in school: Shifting, updating, inhibition, and working memory. Quarterly Journal of Experimental Psychology (2006), 59(4), 745–759. https://doi.org/10.1080/17470210500162854
St. JHON, Ashley M. & TARULLO, Amanda. R. (2020). Neighbourhood chaos moderates the association of socioeconomic status and child executive functioning. Infant and Child Development, 29(1), e2153. https://doi.org/10.1002/icd.2153
SNYDER, Hannah R.; FRIEDMAN, Naomi. P. & HANKIN, Benjamin L. (2021). Associations between task performance and self-report measures of cognitive control: Shared versus distinct abilities. Assessment, 28(4), 1080-1096. https://doi.org/10.1177/1073191120965694
SUÁREZ-RIVEIRO José Manuel; MARTÍNEZ-VICENTE, Marta & VALIENTE-BARROSO, Carlos (2020). Rendimiento académico según distintos niveles de funcionalidad ejecutiva y de estrés infantil percibido. Psicología Educativa 26(1) 77-8. https://doi.org/10.5093/psed2019a17
TEN EYCKE, Kayla D. & DEWEY Deborah (2016). Parent-report and performance-based measures of executive function assess different constructs. Child Neuropsychology, 22(8), 889-90 https://doi.org/10.1080/09297049.2015.1065961
TOORNSTRA, Annet; HURKS, Petra P. M.; VAN DER ELST, Wim; KOK, Gerjo & CURFS, L. M. G. (2019). Measuring visual, spatial, and visual spatial short-term memory in schoolchildren: Studying the influence of demographic factors and regression-based normative data. Journal of Pediatric Neuropsychology, 5, 119-131. https://doi.org/10.1007/s40817-019-00070-6
VAN TETERING, Marleen A.; DE GROOT, Renate H. & JOLLES, Jelle. (2018). Teacher-evaluated self-regulation is related to school achievement and influenced by parental education in schoolchildren aged 8–12: a case–control study. Frontiers in Psychology, 9, 438. https://doi.org/10.3389/fpsyg.2018.00438
VAN TETERING, Marleen, JOLLES, Jelle, VAN DER ELST, Wim, & JOLLES, Dietsje D. (2022). School achievement in early adolescence is associated with students’ self-perceived executive functions. Frontiers in Psychology, 12, 734576. https://doi.org/10.3389/fpsyg.2021.734576
VELLINHO-CORSO, Luciana (2018). Working memory, number sense, and arithmetical performance. Psicologia: Teoria e Prática, 20(1), 155–167. https://doi.org/10.5935/1980-6906/psicologia.v20n1p155-167
YENIAD, Nihal; NALDA, Maike; MESMAN, Judi; VAN IJZENDOORN, Marinus H, & PIEPER, Suzanne. (2013). Shifting ability predicts math and reading performance in children: A meta-analytical study. Learning and Individual Differences, 23, 1-9. https://doi.org/10.1016/j.lindif.2012.10.004
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