NEUROPSYCHOPEDAGOGICAL INTERVENTION WITH THE RUBIK’S CUBE: IMPACT ON EXECUTIVE FUNCTIONS AND CORTICAL ACTIVITY IN EARLY ELEMENTARY SCHOOL CHILDREN

Fabrício Bruno Cardoso, Alfred Sholl-Franco, Érica Garcia Silveira Gonçalves, Filipi Prado Grimm, Everton Odisi, Aliny Carvalho Dematté, João Vitor Galo Esteves, Washington Adolfo Batista, Filipe M. Bonone

Abstract


Difficulties in academic learning are often associated with deficits in executive functions (EFs), particularly in working memory, inhibitory control, and cognitive flexibility. Among the cognitive processes linked to EFs, rapid automatized naming (RAN) is a key indicator of lexical access efficiency and processing speed, both crucial for reading fluency and academic success. Given its importance, investigating interventions that enhance RAN performance can provide valuable insights into cognitive training strategies. This study examined the effects of a Neuropsychopedagogical Intervention (NPpI) on automatized naming ability in children aged 7 to 9 years. A total of 20 participants were randomly assigned to either an experimental group (EG, n = 10), which received the intervention, or a control group (CG, n = 10), which did not undergo any additional training. The intervention aimed to stimulate cognitive mechanisms underlying lexical retrieval and processing efficiency through structured cognitive activities. All assessments were conducted after the intervention period, ensuring that performance differences reflected the effects of NPpI. To evaluate outcomes, behavioral performance was measured using the Rapid Automatized Naming (RAN) test, assessing lexical retrieval speed and accuracy. Additionally, electrophysiological measures were obtained through electroencephalography (EEG), specifically analyzing the Theta/Alpha Ratio (TAR) in the parietal region to assess neural efficiency during cognitive processing. The results showed that children in the EG exhibited faster naming times (M = 35.18s, SD = 6.82) compared to the CG (M = 40.19s, SD = 6.03; p = 0.0232). Moreover, the EG made fewer errors (M = 1.30, SD = 0.95) than the CG (M = 2.40, SD = 1.07; p = 0.0415), indicating improved lexical retrieval accuracy. Electrophysiological findings revealed a significantly lower Theta/Alpha Ratio in the EG, particularly in the PZ electrode (EG: M = 1.88, SD = 0.68 vs. CG: M = 2.73, SD = 0.77; p < 0.01), suggesting enhanced neural efficiency following NPpI. These findings support the effectiveness of structured neuropsychopedagogical interventions in enhancing automatized naming performance and modulating cortical activity. The observed improvements in processing speed, accuracy, and neural efficiency reinforce the relevance of integrating cognitive training programs into educational settings. Future research should explore long-term effects, applicability to diverse populations, and broader cognitive outcomes to optimize intervention strategies for learning enhancement.

 

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children, executive functions, neuropsychopedagogical intervention, Rubik’s cube, theta/alpha ratio, neural efficiency

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Apšvalka, D., Ferreira, C. S., Schmitz, T. W., Rowe, J. B., & Anderson, M. C. (2022). Dynamic targeting enables domain-general inhibitory control over action and thought by the prefrontal cortex. Nature Communications, 13, 274. https://doi.org/10.1038/s41467-021-27926-w

Badia-Aguarón, T., Royuela-Colomer, E., Pera-Guardiola, V., Vergés-Balasch, P., Cebolla, A., Luciano, J. V., Soler, J., Feliu-Soler, A., & Huguet Miguel, A. (2024). Combining mindfulness and cognitive training in children with attention deficit hyperactivity disorder: Study protocol of a pilot randomized controlled trial (the NeuroMind study). Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1291198

Bai, S., Liu, W., & Guan, Y. (2021). The visuospatial and sensorimotor functions of the posterior parietal cortex in drawing tasks: A review. Frontiers in Aging Neuroscience, 13. https://doi.org/10.3389/fnagi.2021.717002

Banales, E., Kohnen, S., & McArthur, G. (2015). O treinamento da memória de trabalho verbal pode melhorar a leitura? Neuropsicologia Cognitiva, 32(3–4), 104–132. https://doi.org/10.1080/02643294.2015.1014331

Bombonato, C., Del Lucchese, B., Ruffini, C., Di Lieto, M. C., Brovedani, P., Sgandurra, G., Cioni, G., & Pecini, C. (2024). Far transfer effects of trainings on executive functions in neurodevelopmental disorders: A systematic review and metanalysis. Neuropsychology Review, 34, 98–133. https://doi.org/10.1007/s11065-022-09574-z

Boutzoukas, E. M., O'Shea, A., Albizu, A., Evangelista, N. D., Hausman, H. K., Kraft, J. N., Van Etten, E. J., Bharadwaj, P. K., Smith, S. G., Song, H., Porges, E. C., Hishaw, A., DeKosky, S. T., Wu, S. S., Marsiske, M., Alexander, G. E., Cohen, R., & Woods, A. J. (2021). Frontal White Matter Hyperintensities and Executive Functioning Performance in Older Adults. Frontiers in aging neuroscience, 13. https://doi.org/10.3389/fnagi.2021.672535

Cai, D., Deng, M., Yu, J., Nan, W., & Leung, A. W. S. (2021). The relationship of resting-state EEG oscillations to executive functions in middle childhood. International Journal of Psychophysiology, 164, 64–70. https://doi.org/10.1016/j.ijpsycho.2021.02.021

Campelo, J. P. M. (2023). Jogos matemáticos para desenvolvimento cognitivo: Uma visão neuropsicopedagógica (Dissertação de mestrado). Universidade Federal do Piauí.

Campelo, J. P. M., Cardoso, F. B., & Cunha, K. M. (2023). Jogos lógicos para estímulo à cognição matemática: Interações com as neurociências aplicadas à aprendizagem. Anais da XI Bienal da Matemática, 203–206. Sociedade Brasileira de Matemática. https://sbm.org.br

Cao, C., Wen, W., Chen, A., Wang, S., Xu, G., Niu, C., & Song, J. (2023). Neuropsychological Alterations of Prolactinomas’ Cognitive Flexibility in Task Switching. Brain Sciences, 13(1), 82. https://doi.org/10.3390/brainsci13010082

Capodieci, A., Ruffini, C., Frascari, A., Rivella, C., Bombonato, C., Giaccherini, S., Scali, V., Luccherino, L., Viterbori, P., Traverso, L., Usai, M. C., Marzocchi, G. M., & Pecini, C. (2023). Executive functions in children with specific learning disorders: Shedding light on a complex profile through teleassessment. Research in Developmental Disabilities, 142. https://doi.org/10.1016/j.ridd.2023.104621

Cardoso, F. B., Loureiro, V. D. S., Souza, S., Pinheiro, J., Fulle, A. , Russo, R. M. T., Esteves, J. V. G., Carvalho, A. D. S., & Sholl-Franco, A. (2021). The Effects of Neuropsychopedagogical Intervention on Children with Learning Difficulties. American Journal of Educational Research, 9(11), 673-677. DOI: 10.12691/education-9-11-3

Cardoso, F., Braga, L., Loureiro, V., Bonone, F., Souza, S., & Sholl-Franco, A. (2024). Neuropsychopedagogical motor intervention program strengthening inhibitory control, working memory, and language abilities in post-COVID-19 school returnees. Journal of Education and Training Studies, 12(3). https://doi.org/10.11114/jets.v12i3.6789

Cardoso, F. B., Braga, L., Bonone, F. M., Algarve, F., Defreyn, E., Justi, N. da S., Ferreira, R. A., Ferreira, J. K. D. S., Souza, F., & Sholl-Franco, A. (2025). Impact of a neuropsychopedagogical motor program on executive functions and language skills in preschoolers. SCIREA Journal of Education, 10(1), 1–19. https://doi.org/10.54647/education880565

Cellier, D., Riddle, J., Petersen, I., & Hwang, K. (2021). The development of theta and alpha neural oscillations from ages 3 to 24 years. Developmental cognitive neuroscience, 50. https://doi.org/10.1016/j.dcn.2021.100969

Chanpirom, R., Lersilp, S., Putthinoi, S., & Chaimaha, N. (2021). Relationship between Cognitive Performance and Visual Motor Integration in Preschool Children in A Community: A Pilot Study. Journal of Occupational Therapy, Schools, & Early Intervention, 15(3), 231–243. https://doi.org/10.1080/19411243.2021.1975602

Charlebois-Poirier, A.-R., Davoudi, S., Lalancette, È., Knoth, I. S., & Lippé, S. (2025). The level of cognitive functioning in school-aged children is predicted by resting EEG Directed Phase Lag Index. Scientific Reports, 15, 1531. https://doi.org/10.1038/s41598-025-85635-6

Clements, G. M., Gyurkovics, M., Low, K. A., Beck, D. M., Fabiani, M., & Gratton, G. (2022). Dynamics of alpha suppression and enhancement may be related to resource competition in cross-modal cortical regions. NeuroImage, 252. https://doi.org/10.1016/j.neuroimage.2022.119048

Cole, M. W. (2024). Cognitive flexibility as the shifting of brain network flows by flexible neural representations. Current Opinion in Behavioral Sciences, 57, 101384. https://doi.org/10.1016/j.cobeha.2024.101384

Commodari, E., Sole, J., Guarnera, M., & La Rosa, V. L. (2024). Mental imagery in education: What impact on the relationships with visuospatial processing and school performance in junior high school students? Thinking Skills and Creativity, 54, 101667. https://doi.org/10.1016/j.tsc.2024.101667

Cona, G., Wiener, M., Allegrini, F., & Scarpazza, C. (2024). Gradient Organization of Space, Time, and Numbers in the Brain: A Meta-analysis of Neuroimaging Studies. Neuropsychology review, 34(3), 721–737. https://doi.org/10.1007/s11065-023-09609-z

Cremone, A, Mcdermott, J. M., & Spencer, R. M. C. (2017). Naps Enhance Executive Attention in Preschool-Aged Children. J Pediatr Psychol, 42 (8), 837-845. https://doi.org/10.1093/jpepsy/jsx048

Diamond, A., & Ling, D. S. (2016). Conclusions about interventions, programs, and approaches for improving executive functions that appear justified and those that, despite much hype, do not. Developmental Cognitive Neuroscience, 18, 34–48. https://doi.org/10.1016/j.dcn.2015.11.005

Diamond, A., Lee, C., Senften, P., Lam, A., & Abbott, D. (2019). Randomized control trial of Tools of the Mind: Marked benefits to kindergarten children and their teachers. PLoS ONE, 14(9). https://doi.org/10.1371/journal.pone.0222447

Domic-Siede, M., Irani, M., Valdés, J., Perrone-Bertolotti, M., & Ossandón, T. (2021). Theta activity from frontopolar cortex, mid-cingulate cortex, and anterior cingulate cortex shows different roles in cognitive planning performance. NeuroImage, 226. https://doi.org/10.1016/j.neuroimage.2020.117557

dos Anjos, P. G., de Souza, L. N., Paulino, J. de A., da Silva, M. D., de Oliveira, L. da C., da Cruz, I. K. M., da Silva, E. C., & Liberal, S. da S. (2024). The importance of neuropsychopedagogy in the teaching and learning process of students with disabilities in basic education. Caderno Pedagógico, 21(2), e2696. https://doi.org/10.54033/cadpedv21n2-028

Draheim, C., Pak, R., Draheim, A. A., & Engle, R. W. (2022). The role of attention control in complex real-world tasks. Psychonomic Bulletin & Review, 29, 1143–1197. https://doi.org/10.3758/s13423-021-02052-2

Dwyer C. P. (2023). An Evaluative Review of Barriers to Critical Thinking in Educational and Real-World Settings. Journal of Intelligence, 11(6), 105. https://doi.org/10.3390/jintelligence11060105

Eng, C. M., Pocsai, M., Fulton, V. E., Moron, S. P., Thiessen, E. D., & Fisher, A. V. (2022). Longitudinal investigation of executive function development employing task-based, teacher reports, and fNIRS multimethodology in 4- to 5-year-old children. Developmental science, 25(6). https://doi.org/10.1111/desc.13328

Enns, JT, Kozik, P., & Dudarev, V. (2024). Exercícios cognitivamente envolventes predizem o funcionamento executivo em tarefas de laboratório. Current Issues in Sport Science (CISS) , 9 (1). https://doi.org/10.36950/2024.9ciss007

Etherton, JL, Oberle, CD, Rhoton, J., & Ney, A. (2019). Efeitos do treinamento de memória de trabalho Cogmed no desempenho cognitivo. Psychological Research, 83(7), 1506–1518. 10.1007/s00426-018-1012-9

Etokabeka, E. (2024). Supporting the development of executive function skills through structured play: A qualitative study of South African preschool teachers. Early Childhood Education Journal. https://doi.org/10.1007/s10643-024-01827-1

Florio, T. M. (2025). Emergent Aspects of the Integration of Sensory and Motor Functions. Brain Sciences, 15(2), 162. https://doi.org/10.3390/brainsci15020162

Fornia, L., Leonetti, A., Puglisi, G., Rossi, M., Viganò, L., Della Santa, B., Simone, L., Bello, L., & Cerri, G. (2024). The parietal architecture binding cognition to sensorimotor integration: a multimodal causal study. Brain: a journal of neurology, 147(1), 297–310. https://doi.org/10.1093/brain/awad316

Frelih, T., Matkovič, A., Mlinarič, T., Bon, J., & Repovš, G. (2024). Modulation of aperiodic EEG activity provides a sensitive index of cognitive state changes during a working memory task. eLife, 13. https://doi.org/10.7554/eLife.101071.1

Friedman, N. P., & Robbins, T. W. (2022). The role of prefrontal cortex in cognitive control and executive function. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 47(1), 72–89. https://doi.org/10.1038/s41386-021-01132-0

Gashaj, V., Dapp, L. C., Trninic, D., & Roebers, C. M. (2021). The effect of video games, exergames and board games on executive functions in kindergarten and 2nd grade: An explorative longitudinal study. Trends in Neuroscience and Education, 25, 100162. https://doi.org/10.1016/j.tine.2021.100162

Giovannetti, E. A., & Rancz, E. (2024). Behind mouse eyes: The function and control of eye movements in mice. Neuroscience & Biobehavioral Reviews, 161, 105671. https://doi.org/10.1016/j.neubiorev.2024.105671

Graziani, D., Capodieci, A., Casalini, C., Giaccherini, S., Scali, V., Luccherino, L., & Pecini, C. (2024). Training rapid automatized naming in children with developmental Dyslexia. Child Neuropsychology, 1–27. https://doi.org/10.1080/09297049.2024.2414019

Grehs, B. D. M. S., Guerin, C. S., Loureiro, V. D. S., Souza, S. P. D., & Cardoso, F. B. (2024). Learning strategies: A resource for clinical neuropsychopedagogical intervention. International Journal of Psychological and Brain Sciences, 9(2), 14–20. https://doi.org/10.11648/j.ijpbs.20240902.11

Hartmann, M., & Dumureau, M. (2024). Anodal high-definition transcranial direct current stimulation over the left (but not right) parietal cortex facilitates mental arithmetic. Journal of Cognitive Enhancement. https://doi.org/10.1007/s41465-024-00314-0

Hertrich, I., Dietrich, S., Blum, C., & Ackermann, H. (2021). The Role of the Dorsolateral Prefrontal Cortex for Speech and Language Processing. Frontiers in human neuroscience, 15, 645209. https://doi.org/10.3389/fnhum.2021.645209

Hofstee, M., Endendijk, J., Huijding, J., van der Velde, B., Vidal, J., & Deković, M. (2024). Maturational changes in frontal EEG alpha and theta activity from infancy into early childhood and the relation with self-regulation in boys and girls. Developmental Cognitive Neuroscience, 70. https://doi.org/10.1016/j.dcn.2024.101445

Hooge, I. T. C., Nuthmann, A., Nyström, M., Niehorster, D. C., Holleman, G. A., Andersson, R., & Hessels, R. S. (2025). The fundamentals of eye tracking part 2: From research question to operationalization. Behavior Research Methods, 57, 73. https://doi.org/10.3758/s13428-024-02590-2

Huang, H., Li, R., Qiao, X., Li, X., Li, Z., Chen, S., Yao, Y., Wang, F., Zhang, X., Lin, K., & Zhang, J. (2024). Attentional control influences habituation through modulation of connectivity patterns within the prefrontal cortex: Insights from stereo-EEG. NeuroImage, 294, 120640. https://doi.org/10.1016/j.neuroimage.2024.120640

Ibbotson, P. (2023). The Development of Executive Function: Mechanisms of Change and Functional Pressures. Journal of Cognition and Development, 24(2), 172–190. https://doi.org/10.1080/15248372.2022.2160719

Kazali, E. (2025). Executive functions in inductive and deductive reasoning. Journal of Experimental Child Psychology, 252. https://doi.org/10.1016/j.jecp.2024.106144

Khan, K., & Lal, P. (2023). Executive dysfunctions in different learning disabilities: A review. Journal of Indian Association for Child and Adolescent Mental Health, 19(2), 126–142. https://doi.org/10.1177/09731342231179614

Khatib, L., Li, Y., Geary, D., & Popov, V. (2022). Meta-analysis on the relation between visuomotor integration and academic achievement: Role of educational stage and disability. Educational Research Review, 35. https://doi.org/10.1016/j.edurev.2021.100412

Korda, Ž., Walcher, S., Körner, C., & Benedek, M. (2024). Internal coupling: Eye behavior coupled to visual imagery. Neuroscience & Biobehavioral Reviews, 165. https://doi.org/10.1016/j.neubiorev.2024.105855

Kostyrka-Allchorne, K., Wass, S. V., Yusuf, H., Rao, V., Bertini, C., & Sonuga-Barke, E. J. S. (2023). Inhibitory deficits and symptoms of attention-deficit hyperactivity disorder: How are they related to effortful control?. The British journal of developmental psychology, 41(1), 50–65. https://doi.org/10.1111/bjdp.12432

Lambert, K., DiCarlo, C. F., & Rueter, D. (2025). Using games and activities to increase inhibitory control skills in kindergarten-aged children. Early Childhood Education Journal. https://doi.org/10.1007/s10643-024-01847-x

Lee, R., Kwak, S., Lee, D., & Chey, J. (2022). Cognitive control training enhances the integration of intrinsic functional networks in adolescents. Frontiers in Human Neuroscience, 16. https://doi.org/10.3389/fnhum.2022.859358

Lesser, R. P., Webber, W. R. S., & Miglioretti, D. L. (2024). Pan-cortical electrophysiologic changes underlying attention. Scientific Reports, 14, 2680. https://doi.org/10.1038/s41598-024-52717-w

Li, S., Rosen, M. C., Chang, S., David, S., & Freedman, D. J. (2023). Alterations of neural activity in the prefrontal cortex associated with deficits in working memory performance. Frontiers in behavioral neuroscience, 17. https://doi.org/10.3389/fnbeh.2023.1213435

Liu, ZX, Glizer, D., Tannock, R., & Woltering, S. (2016). Potência alfa do EEG durante a manutenção de informações na memória de trabalho em adultos com TDAH e sua plasticidade devido ao treinamento da memória de trabalho: Um ensaio clínico randomizado. Neurofisiologia Clínica, 127(2), 1307–1320. 10.1016/j.clinph.2015.10.032

Lo, H. K.-Y., Fong, T. K.-H., Cheung, T., Ngan, S.-T. J., Lui, W.-Y. V., Chan, W.-C., Wong, C. S.-M., Wong, T. K.-T., & Cheng, C. P.-W. (2024). Enhanced Cognition and Modulation of Brain Connectivity in Mild Neurocognitive Disorder: The Promise of Transcranial Pulse Stimulation. Biomedicines, 12(9), 2081. https://doi.org/10.3390/biomedicines12092081

Loureiro, V. S., & Cardoso, F. B. (2022). The impact of emergency remote teaching on teachers’ perceptions of learning difficulties in the context of neuropsychopedagogics. Lurian Journal, 3(2), 25–33. https://doi.org/10.15826/Lurian.2022.3.2.2

Loureiro, V. da S., Souza, C. A. M. de, & Cardoso, F. B. (2022). Modelo de intervenção multicamadas: Uma proposta de atuação neuropsicopedagógica institucional. Mundo Livre: Revista Multidisciplinar, 8(2), 63–86. Recuperado de https://periodicos.uff.br/mundolivre/article/view/55399

Loureiro, V. da S., Novaes, A. de O., & Cardoso, F. B. (2024). Percepções Docentes Sobre as Dificuldades de Aprendizagem: Aportes da Neuropsicopedagogia. Revista De Ensino, Educação E Ciências Humanas, 25(1), 28–33. https://doi.org/10.17921/2447-8733.2024v25n1p28-33

Magosso, E., & Borra, D. (2024). The strength of anticipated distractors shapes EEG alpha and theta oscillations in a working memory task. NeuroImage, 300, 120835. https://doi.org/10.1016/j.neuroimage.2024.120835

Marshall, T., Farrar, A., Wilson, M., Taylor, J., George, P., Ghose, S. S., Cosgrove, J., & Patel, N. A. (2025). Mindfulness-Based Interventions in Schools: Assessing the Evidence Base. Psychiatric services (Washington, D.C.), 76(1), 49–60. https://doi.org/10.1176/appi.ps.20240027

Maurer, M. N., & Roebers, C. M. (2021). New insights into visual-motor integration exploring process measures during copying shapes. Psychology of Sport and Exercise, 55, 101954. https://doi.org/10.1016/j.psychsport.2021.101954

Meijer, J. S., de Jonge, M. L., Leenen, S., van Beek, P. E., de Kort, E., Vugs, B., & Andriessen, P. (2025). From movement to mind: Early fine motor skills are associated with cognitive performance at school age in very preterm infants. Early Human Development, 201. https://doi.org/10.1016/j.earlhumdev.2025.106197

Mendes, A. J., Galdo-Álvarez, S., Lema, A., Carvalho, S., & Leite, J. (2024). Transcranial Direct Current Stimulation Decreases P3 Amplitude and Inherent Delta Activity during a Waiting Impulsivity Paradigm: Crossover Study. Brain sciences, 14(2), 168. https://doi.org/10.3390/brainsci14020168

Montuori, C., Pozzan, G., Padova, C., Ronconi, L., Vardanega, T., & Arfé, B. (2023). Combined Unplugged and Educational Robotics Training to Promote Computational Thinking and Cognitive Abilities in Preschoolers. Education Sciences, 13(9), 858. https://doi.org/10.3390/educsci13090858

Morra, S., Howard, S. J., & Loaiza, V. M. (2025). Working Memory and Executive Functions: Theoretical Advances. Journal of Cognition, 8(1): 15, pp. 1–6. https://doi.org/10.5334/joc.42

Nguyen, L., Murphy, K., & Andrews, G. (2019). Cognitive and neural plasticity in old age: A systematic review of evidence from executive functions cognitive training. Ageing Research Reviews, 53, 100912. https://doi.org/10.1016/j.arr.2019.100912

Okur, M., & Aksoy, V. (2025). The Effect of a Working Memory Intervention Package on the Working Memory Performance of Primary School Students with Specific Learning Disabilities. Journal of Intelligence, 13(2), 16. https://doi.org/10.3390/jintelligence13020016

Otstavnov, N., Nieto-Doval, C., Galli, G., & Feurra, M. (2024). Frontoparietal brain network plays a crucial role in working memory capacity during complex cognitive task. eNeuro, 11(8), https://doi.org/10.1523/ENEURO.0394-23.2024

Paas, F., & van Merriënboer, J. J. (2020). Cognitive-load theory: Methods to manage working memory load in the learning of complex tasks. Current Directions in Psychological Science, 29(4), 394-398. https://doi.org/10.1177/0963721420922183

Pedroso, R. V., Lima-Silva, A. E., Tarachuque, P. E., Fraga, F. J., & Stein, A. M. (2021). Efficacy of Physical Exercise on Cortical Activity Modulation in Mild Cognitive Impairment: A Systematic Review. Archives of physical medicine and rehabilitation, 102(12), 2393–2401. https://doi.org/10.1016/j.apmr.2021.03.032

Peng, J., Mo, L., Huang, P., & Zhou, Y. (2017). Os efeitos do treinamento da memória de trabalho na melhoria da inteligência fluida de crianças durante a primeira infância. Cognitive Development, 43, 224–234. https://psycnet.apa.org/doi/10.1016/j.cogdev.2017.05.006

Perez, V., Duque, A., Hidalgo, V., & Salvador, A. (2024). EEG frequency bands in subjective cognitive decline: A systematic review of resting state studies. Biological Psychology, 191, 108823. https://doi.org/10.1016/j.biopsycho.2024.108823

Perpiñà Martí, G., Sidera, F., Senar Morera, F., & Serrat Sellabona, E. (2023). Executive functions are important for academic achievement, but emotional intelligence too. Scandinavian Journal of Psychology, 64(5), 470–478. https://doi.org/10.1111/sjop.12907

Pradeep, K., Anbalagan, R. S., Thangavelu, A. P., Aswathy, S., Jisha, V. G., & Vaisakhi, V. S. (2024). Neuroeducation: Understanding neural dynamics in learning and teaching. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1437418

Rasmussen, T., Filmer, H. L., & Dux, P. E. (2024). On the role of prefrontal and parietal cortices in mind wandering and dynamic thought. Cortex, 178, 249–268. https://doi.org/10.1016/j.cortex.2024.06.017

Ritz, H., Leng, X., & Shenhav, A. (2022). Cognitive control as a multivariate optimization problem. Journal of Cognitive Neuroscience, 34(4), 569–591. https://doi.org/10.1162/jocn_a_01822

Rivella, C., Bombonato, C., Pecini, C., Frascari, A., & Viterbori, P. (2024). Improving executive functions at school. Integrating metacognitive exercise in class and computerized training at home to ensure training intensity and generalization. A feasibility pilot study. British Journal of Educational Technology, 55, 2719–2739. https://doi.org/10.1111/bjet.13470

Robledo-Castro, C., Hederich-Martínez, C., & Castillo-Ossa, L. F. (2023). Cognitive stimulation of executive functions through computational thinking. Journal of Experimental Child Psychology, 235, 105738. https://doi.org/10.1016/j.jecp.2023.105738

Rosen, M. L., Li, A., Mikkelsen, C. A., & Aslin, R. N. (2025). Neural hyperscanning in caregiver-child dyads: A paradigm for studying the long-term effects of facilitated vs. disrupted attention on working memory and executive functioning in young children. Developmental Review, 75, 101170. https://doi.org/10.1016/j.dr.2024.101170

Ruffini, C., Chini, C., Lombardi, G., Della Rocca, S., Monaco, A., Campana, S., & Pecini, C. (2024). Training executive functions within the mathematical domain: A pilot study with an integrated digital-paper procedure in primary second-grade. Mind, Brain, and Education, 18(1), 85–102. https://doi.org/10.1111/mbe.12404

Sambol, S., Suleyman, E., Scarfo, J., & Ball, M. (2023). A true reflection of executive functioning or a representation of task-specific variance? Re-evaluating the unity/diversity framework. Acta Psychologica, 236. https://doi.org/10.1016/j.actpsy.2023.103934

Saricaoglu, M., Yücel, M. A., Budak, M., Omurtag, A., & Hanoglu, L. (2025). Different cortex activation between young and middle-aged people during different type problem-solving: An EEG & fNIRS study. NeuroImage, 308. https://doi.org/10.1016/j.neuroimage.2025.121062

Schoenel, A. S. P., Escarce, A. G., Araújo, L. L., & Lemos, S. M. A.. (2020). Influência do processamento fonológico no mau desempenho escolar: revisão sistemática de literatura. Codas, 32(5), e20180255. https://doi.org/10.1590/2317-1782/20192018255

Schwarze, S. A., Laube, C., Khosravani, N., Lindenberger, U., Bunge, S. A., & Fandakova, Y. (2023). Intensive task-switching training and single-task training differentially affect behavioral and neural manifestations of cognitive control in children. bioRxiv. https://doi.org/10.1101/2023.12.22.573065

Shende, S. A., & Mudar, R. A. (2023). Cognitive control in age-related hearing loss: A narrative review. Hearing Research, 436, 108814. https://doi.org/10.1016/j.heares.2023.108814

Simão, G. F., Corrêa, T. H. B., & Ferrandini, L. M. (2020). Contribuições da Neuropsicopedagogia no Contexto Educacional: um novo olhar para a instituição escolar. Educere Et Educare, 15(36). https://doi.org/10.17648/educare.v15i36.25115

Singh, S., Sandhu, K. & Lokesh (2024). Effect of Cognitive Training on Processing Speed of School Going Children: An Intervention Study with 3X3 Rubik Cube. International Journal of Indian Psychology, 12(3), 1157-1164. DIP:18.01.112.20241203, DOI:10.25215/1203.112

Siqueira, C. M., & Gurgel-Giannetti, J. (2011). Mau desempenho escolar: uma visão atual. Revista Da Associação Médica Brasileira, 57 (1), 78–87. https://doi.org/10.1590/S0104-42302011000100021

Souto, D., & Kerzel, D. (2021). Visual selective attention and the control of tracking eye movements: a critical review. Journal of Neurophysiology, 125(5), 1552–1576. https://doi.org/10.1152/jn.00145.2019

Souza, J. B., Trevisan, B. T., Nunes, L. G., Machado, W. L., & Seabra, A. G. (2024). A Naturalistic Intervention to Promote Executive Functions in Primary School Children: A Pilot Study. Brain Sciences, 14(1), 70. https://doi.org/10.3390/brainsci14010070

Sridhar, S., Khamaj, A., & Asthana, M. K. (2023). Cognitive neuroscience perspective on memory: Overview and summary. Frontiers in Human Neuroscience, 17. https://doi.org/10.3389/fnhum.2023.1217093

Tan, E., Troller-Renfree, S. V., Morales, S., Buzzell, G. A., McSweeney, M., Antúnez, M., & Fox, N. A. (2024). Theta activity and cognitive functioning: Integrating evidence from resting-state and task-related developmental electroencephalography (EEG) research. Developmental Cognitive Neuroscience, 67. https://doi.org/10.1016/j.dcn.2024.101404

Thornhill-Miller B, Camarda A, Mercier M, Burkhardt J-M, Morisseau T, Bourgeois-Bougrine S, Vinchon F, El Hayek S, Augereau-Landais M, Mourey F, et al. Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education. Journal of Intelligence. 2023; 11(3):54. https://doi.org/10.3390/jintelligence11030054

Tian, H., Wang, Z., Meng, Y., Geng, L., Lian, H., Shi, Z., Zhuang, Z., Cai, W., & He, M. (2025). Neural mechanisms underlying cognitive impairment in depression and cognitive benefits of exercise intervention. Behavioural Brain Research, 476. https://doi.org/10.1016/j.bbr.2024.115218

Träff, U., Östergren, R., Skagerlund, K., & Skagenholt, M. (2025). Mental arithmetic skill development in primary school: The importance of number processing abilities and general cognitive abilities. Journal of Experimental Child Psychology, 252. https://doi.org/10.1016/j.jecp.2024.106155

Trammell, J. P., MacRae, P. G., Davis, G., Bergstedt, D., & Anderson, A. E. (2017). The relationship of cognitive performance and the theta-alpha power ratio is age-dependent: An EEG study of short-term memory and reasoning during task and resting-state in healthy young and old adults. Frontiers in Aging Neuroscience, 9, 364. https://doi.org/10.3389/fnagi.2017.00364

van Balkom, T. D., van den Heuvel, O. A., Berendse, H. W., & others. (2020). The effects of cognitive training on brain network activity and connectivity in aging and neurodegenerative diseases: A systematic review. Neuropsychology Review, 30, 267–286. https://doi.org/10.1007/s11065-020-09440-w

Vidaurre, D. (2024). A generative model of electrophysiological brain responses to stimulation. eLife, 12. https://doi.org/10.7554/eLife.87729.3

Vita-Barrull, N., Estrada-Plana, V., March-Llanes, J., Guzmán, N., Fernández-Muñoz, C., Ayesa, R., & Moya-Higueras, J. (2023). Board game-based intervention to improve executive functions and academic skills in rural schools: A randomized controlled trial. Trends in Neuroscience and Education, 33. https://doi.org/10.1016/j.tine.2023.100216

Viviani, G., & Vallesi, A. (2021). EEG-neurofeedback and executive function enhancement in healthy adults: A systematic review. Psychophysiology, 58(9). https://doi.org/10.1111/psyp.13874

Yu, J., Abdullah, M. F. I. L., & Mansor, N. S. (2024). EEG components of inhibitory control ability in internet gaming disorder: A systematic review and meta-analysis of randomized controlled trials. Brain and Behavior, 14. https://doi.org/10.1002/brb3.3388

Wang, W., Li, H., Wang, Y., Liu, L., & Qian, Q. (2024). Changes in effective connectivity during visual-motor integration tasks: A preliminary f-NIRS study. Behavioral and Brain Functions, 20, 4. https://doi.org/10.1186/s12993-024-002323

Wang, M., & Lyu, B. (2024). Effect of 24-form simplified Tai Chi on executive inhibitory control of college students: A randomized controlled trial of EEG. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1344989

Wei, H., Chen, L., & Zhao, L. (2024). Can the Spontaneous Electroencephalography Theta/Beta Power Ratio and Alpha Oscillation Measure Individuals’ Attentional Control? Behavioral Sciences, 14(3), 227. https://doi.org/10.3390/bs14030227

Whybird, M., Coats, R., Vuister, T., Harrison, S., Booth, S., & Burke, M. (2021). The role of the posterior parietal cortex on cognition: An exploratory study. Brain Research, 1764, 147452. https://doi.org/10.1016/j.brainres.2021.147452

Wu, Q., Wu, C., & Liu, J. (2024). Research progress on the intervention of cognitive function using transcranial alternating current stimulation technology. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1405636

Zhang, Y., Tolmie, A., & Gordon, R. (2022). The Relationship between Working Memory and Arithmetic in Primary School Children: A Meta-Analysis. Brain sciences, 13(1), 22. https://doi.org/10.3390/brainsci13010022

Zühlsdorff, K., Dalley, J. W., Robbins, T. W., & Morein-Zamir, S. (2023). Cognitive flexibility: neurobehavioral correlates of changing one's mind. Cerebral cortex (New York, N.Y.: 1991), 33(9), 5436–5446. https://doi.org/10.1093/cercor/bhac431




DOI: http://dx.doi.org/10.46827/ejse.v11i2.5889

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