Training, maturation, and genetic influences on the development of executive attention
Open accessAbstract
A neural network underlying attentional control involves the anterior cingulate in addition to lateral prefrontal areas. An important development of this network occurs between 3 and 7 years of age. We have examined the efficiency of attentional networks across age and after 5 days of attention training (experimental group) compared with different types of no training (control groups) in 4-year-old and 6-year-old children. Strong improvement in executive attention and intelligence was found from ages 4 to 6 years. Both 4- and 6-year-olds showed more mature performance after the training than did the control groups. This finding applies to behavioral scores of the executive attention network as measured by the attention network test, event-related potentials recorded from the scalp during attention network test performance, and intelligence test scores. We also documented the role of the temperamental factor of effortful control and the DAT1 gene in individual differences in attention. Overall, our data suggest that the executive attention network appears to develop under strong genetic control, but that it is subject to educational interventions during development.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Targeted intervention efforts delivered to individual children can improve aspects of Conscientiousness.
“There is also evidence that targeted intervention efforts delivered to individual children can improve aspects of Conscientiousness.”
From Personality Psychology and Economics (2011) · cites this paper as Rueda et al. [2005]
The Abstract and Discussion report that targeted attention training in 4- and 6-year-olds produced more mature executive-attention performance, a capacity the paper relates to effortful control. But the Results tables show no improvement in parent-rated effortful control after training, and the paper does not establish an improvement in Conscientiousness itself. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measuredAttention training improves performance on computer tasks of attention in children aged four to six.
“For instance, Rueda and colleagues [2005] designed a set of computer exercises to train attention in children between four and six years of age.Children in the intervention group improved in performance on computer tasks of attention relative to children who instead watched interactive videos for a comparable amount of time.”
From Personality Psychology and Economics (2011) · cites this paper as Rueda et al. [2005]
The Methods describe computer-based attention exercises for 4- and 6-year-olds and, in Experiments 2 and 3, five-session video controls. The Abstract reports more mature attention-test performance in trained children than in controls. However, the Discussion says the attention-test data alone did not provide sufficient evidence for a specific training effect, so the claim overstates the comparative improvement. (LLM, conf=0.86)
Experimental — accuracy not yet measuredThe 5-day attentional control training was more effective for 4-year-olds than for 6-year-olds.
“Of interest, the effectiveness of this training program was greater for 4-year-olds than 6-year-olds.”
From Assessing Executive Function in Preschoolers (2012) · cites this paper as Rueda, Rothbart, McCandliss, Saccomanno, & Posner, 2005
A 5-day computerized training program that taps attentional control produced significant gains in attentional control and spatial reasoning in preschoolers.
“For example, a series of small randomized controlled trials of a 5-day training program involving child friendly computer exercises tapping attentional control processes achieved significant improvements in aspects of attentional control as well as spatial reasoning (Rueda, Rothbart, McCandliss, Saccomanno, & Posner, 2005).”
From Assessing Executive Function in Preschoolers (2012) · cites this paper as Rueda, Rothbart, McCandliss, Saccomanno, & Posner, 2005
Cognitive training in preschoolers that targets attentional control and working memory is effective at least in the short term.
“While this is a controversial area of research and practice, a couple of studies have shown cognitive training in preschoolers focusing on attentional control and working memory to be effective, at least in the short-term.”
From Assessing Executive Function in Preschoolers (2012) · cites this paper as Rueda, Rothbart, McCandliss, Saccomanno, & Posner, 2005
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Conflict monitoring and cognitive control
Botvinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S., & Cohen, J. D. (2001) · Psychological Review · doi:10.1037/0033-295x.108.3.624 · Cited by 7,351 · see citing works
Effects of noise letters upon the identification of a target letter in a nonsearch task
Eriksen, B. A., & Eriksen, C. W. (1974) · Perception & Psychophysics · doi:10.3758/bf03203267 · Cited by 7,230 · see citing works
Cognitive and emotional influences in anterior cingulate cortex
Bush, G., Luu, P., & Posner, M. I. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01483-2 · Cited by 6,259 · see citing works
Self-citation(2000) · Elsevier eBooks · doi:10.1016/b978-0-12-109890-2.x5027-6 · Cited by 4,439 · see citing works
Handbook of self-regulation: research, theory, and applications
(2005) · Choice Reviews Online · doi:10.5860/choice.42-3719 · Cited by 3,644 · see citing works
Action video game modifies visual selective attention
Green, C. S., & Bavelier, D. (2003) · Nature · doi:10.1038/nature01647 · Cited by 2,540 · see citing works
Development of attentional networks in childhood
Rueda, M. R., Fan, J., McCandliss, B. D., Halparin, J. D., Gruber, D. B., Lercari, L. P., & Posner, M. I. (2004) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2003.12.012 · Cited by 1,339 · see citing works
Self-citationIncreased prefrontal and parietal activity after training of working memory
Olesen, P. J., Westerberg, H., & Klingberg, T. (2004) · Nature Neuroscience · doi:10.1038/nn1165 · Cited by 1,317 · see citing works
The Timing of Action-Monitoring Processes in the Anterior Cingulate Cortex
van Veen, V., & Carter, C. S. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260045837 · Cited by 1,288 · see citing works
Training of Working Memory in Children With ADHD
Klingberg, T., Forssberg, H., & Westerberg, H. (2002) · Journal of Clinical and Experimental Neuropsychology · doi:10.1076/jcen.24.6.781.8395 · Cited by 1,225 · see citing works
A Neural Basis for General Intelligence
Duncan, J., Seitz, R. J., Kolodny, J., Bor, D., Herzog, H. R., Ahmed, A., Newell, F. N., & Emslie, H. C. (2000) · Science · doi:10.1126/science.289.5478.457 · Cited by 1,043 · see citing works
Attention, Memory, and Executive Function
Lyon, G. R., Krasnegor, N. A., & McMenamin, S. (1996) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/00004703-199608000-00014 · Cited by 972 · see citing works
The Development of Executive Attention: Contributions to the Emergence of Self-Regulation
Rueda, M. R., Posner, M. I., & Rothbart, M. K. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_2 · Cited by 813 · see citing works
Self-citationTemple, E., Deutsch, G. K., Poldrack, R. A., Miller, S. L., Tallal, P., Merzenich, M. M., & Gabrieli, J. D. E. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0030098100 · Cited by 796 · see citing works
Spatial sampling of head electrical fields: the geodesic sensor net
Tucker, D. M. (1993) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(93)90121-b · Cited by 756 · see citing works
Cognitive and Brain Consequences of Conflict
Fan, J., Flombaum, J., McCandliss, B. D., Thomas, K. M., & Posner, M. I. (2002) · NeuroImage · doi:10.1006/nimg.2002.1319 · Cited by 676 · see citing works
Self-citationDeveloping Mechanisms of Temperamental Effortful Control
Rothbart, M. K., Ellis, L., Rueda, M. R., & Posner, M. I. (2003) · Journal of Personality · doi:10.1111/1467-6494.7106009 · Cited by 624 · see citing works
Self-citationShaywitz, B. A., Shaywitz, S. E., Blachman, B. A., Pugh, K. R., Fulbright, R. K., Skudlarski, P., Mencl, W. E., Constable, R. T., Holahan, J. M., Marchione, K. E., et al. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.12.019 · Cited by 613 · see citing works
Mapping the genetic variation of executive attention onto brain activity
Fan, J., Fossella, J., Sommer, T., Wu, Y., & Posner, M. I. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0732088100 · Cited by 464 · see citing works
Self-citationRemodelling of hand representation in adult cortex determined by timing of tactile stimulation
Wang, X., Merzenich, M. M., Sameshima, K., & Jenkins, W. M. (1995) · Nature · doi:10.1038/378071a0 · Cited by 436 · see citing works
Introduction to cognitive rehabilitation : theory and practice
Sohlberg, M. M., & Mateer, C. A. (1989) · Guilford Press eBooks · Cited by 395 · see citing works
Genetic and neurochemical modulation of prefrontal cognitive functions in children
Diamond, A., Briand, L., Fossella, J., & Gehlbach, L. (2004) · American Journal of Psychiatry · doi:10.1176/appi.ajp.161.1.125 · Cited by 381 · see citing works
Assessing the molecular genetics of attention networks
Fossella, J., Sommer, T., Fan, J., Wu, Y., Swanson, J. M., Pfaff, D. W., & Posner, M. I. (2002) · BMC Neuroscience · doi:10.1186/1471-2202-3-14 · Cited by 339 · see citing works
Self-citationAssessing the heritability of attentional networks
Fan, J., Wu, Y., Fossella, J., & Posner, M. I. (2001) · BMC Neuroscience · doi:10.1186/1471-2202-2-14 · Cited by 304 · see citing works
Self-citationGerardi‐Caulton, G. (2000) · Developmental Science · doi:10.1111/1467-7687.00134 · Cited by 299 · see citing works
Blasi, G., Mattay, V. S., Bertolino, A., Elvevåg, B., Callicott, J. H., Das, S., Kolachana, B. S., Egan, M. F., Goldberg, T. E., & Weinberger, D. R. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.0476-05.2005 · Cited by 294 · see citing works
Investigation of a Direct Intervention for Improving Attention in Young Children With ADHD
Kerns, K. A., Eso, K., & Thomson, J. (1999) · Developmental Neuropsychology · doi:10.1207/s15326942dn1602_9 · Cited by 209 · see citing works
Rueda, M. R., Posner, M. I., Rothbart, M. K., & Davis‐Stober, C. P. (2004) · BMC Neuroscience · doi:10.1186/1471-2202-5-39 · Cited by 198 · see citing works
Self-citationGenetic analyses of focal aspects of infant temperament.
Goldsmith, H. H., Lemery‐Chalfant, K., Buss, K. A., & Campos, J. J. (1999) · Developmental Psychology · doi:10.1037/0012-1649.35.4.972 · Cited by 196 · see citing works
Attention in Preschoolers: Associations With Effortful Control and Motivation
Chang, F., & Burns, B. M. (2005) · Child Development · doi:10.1111/j.1467-8624.2005.00842.x · Cited by 157 · see citing works
Ontogeny of delay versus trace eyeblink conditioning in the rat
Claflin, D. I., Paczkowski, C. M., & Stanton, M. E. (2000) · Developmental Psychobiology · doi:10.1002/(sici)1098-2302(200003)36:2 · Cited by 71 · see citing works
Flagged first, then by citations
Research works printed but not linked: 28
- [1]Botwinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S. & Cohen, J. D. (2001) Psychol. Rev. 108, 624-652. [DOI] [PubMed] [Google Scholar]
- [2]Bush, G., Luu, P. & Posner, M. I. (2000) Trends Cogn. Sci. 4, 215-222. [DOI] [PubMed] [Google Scholar]
- [3]Fan, J., Flombaum, J. I., McCandliss, B. D., Thomas, K. M. & Posner, M. I. (2003) NeuroImage 18, 42-45. [DOI] [PubMed] [Google Scholar]
- [5]Fan, J., Wu, Y., Fossella, J. & Posner, M. I. (2001) BMC Neurosci. 2, 14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [6]Fossella, J., Sommer T., Fan, J., Wu, Y., Swanson, J. M., Pfaff, D. W. & Posner, M. I. (2002) BMC Neurosci. 3, 14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [7]Diamond, A., Briand, L., Fossella, J. & Gehlbach, L. (2004) Am. J. Psychiatry 161, 125-132. [DOI] [PubMed] [Google Scholar]
- [8]Blasi, G., Mattay, V. S., Bertolino, A., Elevag, B., Callicott, J. H., Das, Saumitra, Kolachana, B. S., Egan, M. F., Goldberg, T. E. & Weinberger, D. R. (2005) J. Neurosci. 25, 5038-5045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [9]Fan, J., Fossella, J. A., Summer, T. & Posner, M. I. (2003) Proc. Natl. Acad. Sci. USA 100, 7406-7411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [10]Rueda, M. R., Fan, J., Halparin, J., Gruber, D., Lercari, L. P., McCandliss, B. D. & Posner, M. I. (2004) Neuropsychologia 42, 1029-1040. [DOI] [PubMed] [Google Scholar]
- [11]Eriksen, B. A. & Ericksen, C. W. (1974) Percept. Psychophys. 16, 143-149. [Google Scholar]
- [12]Wang, X., Merzenich, M. M., Sameshima, K. & Jenkins, W. M. (1995) Nature 378, 71-75. [DOI] [PubMed] [Google Scholar]
- [13]Shaywitz, B. A., Shaywitz, S. E., Blachman, B. A., Pugh, K. R., Fulbright, R. K., Skudlarski, P., Mencl, W. E., Constable, R. T., Holahan, J. M., Marchione, K. E., et al. (2004) Biol. Psychiatry 55, 926-933. [DOI] [PubMed] [Google Scholar]
- [14]Temple, E., Deutsch, G. K., Poldrack, R. A., Miller, S. L., Tallal, P., Merzenich, M. M. & Gabrieli, J. D. E. (2003) Proc. Natl. Acad. Sci. USA 100, 2860-2865. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [17]Rothbart, M. K., Ahadi, S. A. & Hershey, K. (1994) Merrill Palmer Quart. 40, 21-39. [Google Scholar]
- [18]Gerardi-Caulton, G. (2000) Dev. Sci. 3, 397-404. [Google Scholar]
- [19]Chang, F. & Burns, B. M. (2005) Child Dev. 76, 247-263. [DOI] [PubMed] [Google Scholar]
- [20]Tucker, D. M. (1993) Electroencephalogr. Clin. Neurophysiol. 87, 154-163. [DOI] [PubMed] [Google Scholar]
- [21]Rueda, M. R., Posner, M. I., Rothbart, M. K. & Davis-Stober, C. P. (2004) BMC Neurosci. 5, 39. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [22]van Veen, V. & Carter, C. S. (2002) J. Cognit. Neurosci. 14, 593-602. [DOI] [PubMed] [Google Scholar]
- [23]Rueda, M. R., Posner, M. I. & Rothbart, M. K. (2005) Dev. Neuropsychol. 28, 573-594. [DOI] [PubMed] [Google Scholar]
- [24]Duncan, J., Seitz, R. J., Kolodny, J., Bor, D., Herzog, H., Ahmed, A., Newell, F. N. & Emslie, H. (2000) Science 289, 457-460. [DOI] [PubMed] [Google Scholar]
- [25]Klingberg, T., Forssberg, H. & Westerberg, H. (2002) J. Clin. Exp. Neuropyschol. 24, 781-791. [DOI] [PubMed] [Google Scholar]
- [26]Rothbart, M. K., Ellis, L. K., Rueda, M. R. & Posner, M. I. (2003) J. Pers. 71, 1113-1143. [DOI] [PubMed] [Google Scholar]
- [27]Goldsmith, H. H., Lemery, K. S., Buss, K. A. & Campos, J. J. (1999) Dev. Psychol. 35, 972-985. [PubMed] [Google Scholar]
- [29]Green, C. S. & Bavelier, D. (2003) Nature 423, 534-537. [DOI] [PubMed] [Google Scholar]
- [30]Kerns, K. A., Esso, K. & Thompson, J. (1999) Dev. Neuropsychol. 16, 273-295. [Google Scholar]
- [31]Dowsett, S. M. & Livesey, D. J. (2000) Dev. Psychobiol. 36, 161-174. [DOI] [PubMed] [Google Scholar]
- [32]Olesen, P. J., Westerberg, H. & Klingberg, T. (2004) Nat. Neurosci. 1, 75-79. [DOI] [PubMed] [Google Scholar]
Cited by
Sorted by citations
The attention system of the human brain: 20 years after
Petersen, S. E., & Posner, M. I. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062111-150525 · Cited by 3,439 · see citing works
Self-citationBlair, C., & Razza, R. P. (2007) · Child Development · doi:10.1111/j.1467-8624.2007.01019.x · Cited by 3,140 · see citing works
Interventions shown to aid executive function development in children 4 to 12 years old
Diamond, A., & Lee, K. (2011) · Science · doi:10.1126/science.1204529 · Cited by 2,901 · see citing works
A Developmental Perspective on Executive Function
Best, J. R., & Miller, P. H. (2010) · Child Development · doi:10.1111/j.1467-8624.2010.01499.x · Cited by 2,692 · see citing works
Executive function in preschoolers: A review using an integrative framework.
Garon, N., Bryson, S. E., & Smith, I. M. (2008) · Psychological Bulletin · doi:10.1037/0033-2909.134.1.31 · Cited by 2,695 · see citing works
Preschool Program Improves Cognitive Control
Diamond, A., Barnett, W. S., Thomas, J., & Munro, S. (2007) · Science · doi:10.1126/science.1151148 · Cited by 2,025 · see citing works
Heckman, J. J., & Kautz, T. (2012) · Labour Economics · doi:10.1016/j.labeco.2012.05.014 · Cited by 2,007 · see citing works
Short-term meditation training improves attention and self-regulation
Tang, Y.-Y., Ma, Y., Wang, J., Fan, Y., Feng, S., Lu, Q., Yu, Q., Sui, D., Rothbart, M. K., Fan, M., et al. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0707678104 · Cited by 1,597 · see citing works
Self-citationMindfulness training modifies subsystems of attention
JHA, A. P., KROMPINGER, J., & BAIME, M. J. (2007) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.7.2.109 · Cited by 1,580 · see citing works
Training and plasticity of working memory
Klingberg, T. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.05.002 · Cited by 1,585 · see citing works
Research on attention networks as a model for the integration of psychological science.
Posner, M. I., & Rothbart, M. K. (2007) · Annual Review of Psychology · doi:10.1146/annurev.psych.58.110405.085516 · Cited by 1,569 · see citing works
Self-citationIndividual differences in executive functions are almost entirely genetic in origin.
Friedman, N. P., Miyake, A., Young, S. E., DeFries, J. C., Corley, R. P., & Hewitt, J. K. (2008) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.137.2.201 · Cited by 1,547 · see citing works
Links between behavioral regulation and preschoolers’ literacy, vocabulary, and math skills.
McClelland, M. M., Cameron, C. E., Connor, C. M., Farris, C. L., Jewkes, A. M., & Morrison, F. J. (2007) · Developmental Psychology · doi:10.1037/0012-1649.43.4.947 · Cited by 1,561 · see citing works
Best, J. R., Miller, P. H., & Naglieri, J. A. (2011) · Learning and Individual Differences · doi:10.1016/j.lindif.2011.01.007 · Cited by 1,294 · see citing works
Resilience in developing systems: Progress and promise as the fourth wave rises
Masten, A. S. (2007) · Development and Psychopathology · doi:10.1017/s0954579407000442 · Cited by 1,229 · see citing works
Best, J. R. (2010) · Developmental Review · doi:10.1016/j.dr.2010.08.001 · Cited by 1,078 · see citing works
Bilingual experience and executive functioning in young children
Carlson, S. M., & Meltzoff, A. N. (2008) · Developmental Science · doi:10.1111/j.1467-7687.2008.00675.x · Cited by 1,052 · see citing works
Training and transfer effects of executive functions in preschool children
Thorell, L. B., Lindqvist, S., Bergman Nutley, S., Bohlin, G., & Klingberg, T. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2008.00745.x · Cited by 1,041 · see citing works
Intelligence: New findings and theoretical developments
Nisbett, R. E., Aronson, J., Blair, C., Dickens, W., Flynn, J., Halpern, D. F., & Turkheimer, E. (2012) · American Psychologist · doi:10.1037/a0026699 · Cited by 968 · see citing works
Ponitz, C. C., McClelland, M. M., Matthews, J. S., & Morrison, F. J. (2009) · Developmental Psychology · doi:10.1037/a0015365 · Cited by 934 · see citing works
The Development of Executive Attention: Contributions to the Emergence of Self-Regulation
Rueda, M. R., Posner, M. I., & Rothbart, M. K. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_2 · Cited by 813 · see citing works
Self-citationActivities and Programs That Improve Children’s Executive Functions
Diamond, A. (2012) · Current Directions in Psychological Science · doi:10.1177/0963721412453722 · Cited by 750 · see citing works
Adolescent risk taking, impulsivity, and brain development: Implications for prevention
Romer, D. (2010) · Developmental Psychobiology · doi:10.1002/dev.20442 · Cited by 691 · see citing works
Typologies of attentional networks
Raz, A., & Buhle, J. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1903 · Cited by 706 · see citing works
Karbach, J., & Kray, J. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00846.x · Cited by 694 · see citing works
Removing brakes on adult brain plasticity: From molecular to behavioral interventions
Bavelier, D., Levi, D. M., Li, R. W., Dan, Y., & Hensch, T. K. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.4812-10.2010 · Cited by 589 · see citing works
Personality Psychology and Economics
Almlund, M., Duckworth, A. L., Heckman, J., & Kautz, T. (2011) · National Bureau of Economic Research · doi:10.3386/w16822 · Cited by 540 · see citing works
Jaeggi, S. M., Studer-Luethi, B., Buschkuehl, M., Su, Y.-F., Jonides, J., & Perrig, W. J. (2010) · Intelligence · doi:10.1016/j.intell.2010.09.001 · Cited by 509 · see citing works
Environmental influences on the pace of brain development
Tooley, U. A., Bassett, D. S., & Mackey, A. P. (2021) · Nature reviews. Neuroscience · doi:10.1038/s41583-021-00457-5 · Cited by 488 · see citing works
The role of individual differences in cognitive training and transfer
Jaeggi, S. M., Buschkuehl, M., Shah, P., & Jonides, J. (2014) · Memory & Cognition · doi:10.3758/s13421-013-0364-z · Cited by 432 · see citing works
Blair, C., & Raver, C. C. (2014) · PLoS ONE · doi:10.1371/journal.pone.0112393 · Cited by 391 · see citing works
The anterior cingulate gyrus and the mechanism of self-regulation
POSNER, M. I., ROTHBART, M. K., SHEESE, B. E., & TANG, Y. (2007) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.7.4.391 · Cited by 385 · see citing works
Self-citationAge effects on gray matter volume and attentional performance in Zen meditation
Pagnoni, G., & Cekic, M. (2007) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2007.06.008 · Cited by 370 · see citing works
Working memory training improves reading processes in typically developing children.
Loosli, S. V., Buschkuehl, M., Perrig, W. J., & Jaeggi, S. M. (2012) · Child Neuropsychology · doi:10.1080/09297049.2011.575772 · Cited by 365 · see citing works
Chaddock, L., Pontifex, M. B., Hillman, C. H., & Kramer, A. F. (2011) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617711000567 · Cited by 369 · see citing works
Medical decision-making in children and adolescents: developmental and neuroscientific aspects
Grootens-Wiegers, P., Hein, I. M., van den Broek, J. M., & de Vries, M. C. (2017) · BMC Pediatrics · doi:10.1186/s12887-017-0869-x · Cited by 357 · see citing works
Friedman, N. P., Miyake, A., Robinson, J. L., & Hewitt, J. K. (2011) · Developmental Psychology · doi:10.1037/a0023750 · Cited by 357 · see citing works
Changes and challenges in 20 years of research into the development of executive functions
Hughes, C. (2011) · Infant and Child Development · doi:10.1002/icd.736 · Cited by 347 · see citing works
A primer on investigating the after effects of acute bouts of physical activity on cognition
Pontifex, M. B., McGowan, A. L., Chandler, M. C., Gwizdala, K. L., Parks, A. C., Fenn, K., & Kamijo, K. (2019) · Psychology of Sport and Exercise · doi:10.1016/j.psychsport.2018.08.015 · Cited by 339 · see citing works
Mechanisms of white matter changes induced by meditation
Tang, Y.-Y., Lu, Q., Fan, M., Yang, Y., & Posner, M. I. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1207817109 · Cited by 335 · see citing works
Self-citationRueda, M. R., Checa, P., & Cómbita, L. M. (2012) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.09.004 · Cited by 331 · see citing works
Self-citationSchmidt, M., Jäger, K., Egger, F., Roebers, C. M., & Conzelmann, A. (2015) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.2015-0069 · Cited by 329 · see citing works
Sonuga‐Barke, E. J. S., & Halperin, J. M. (2010) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2009.02195.x · Cited by 320 · see citing works
Assessing Executive Function in Preschoolers
Anderson, P. J., & Reidy, N. (2012) · Neuropsychology Review · doi:10.1007/s11065-012-9220-3 · Cited by 293 · see citing works
Digital screen media and cognitive development
Anderson, D. R., Subrahmanyam, K., & Workgroup, O. B. O. T. C. I. O. D. M. (2017) · Pediatrics · doi:10.1542/peds.2016-1758c · Cited by 273 · see citing works
Executive control training from middle childhood to adolescence
Karbach, J., & Unger, K. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00390 · Cited by 269 · see citing works
Willoughby, M., Kupersmidt, J., Voegler-Lee, M., & Bryant, D. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2010.549980 · Cited by 267 · see citing works
Romer, D., Duckworth, A. L., Sznitman, S., & Park, S. (2010) · Prevention Science · doi:10.1007/s11121-010-0171-8 · Cited by 264 · see citing works
Effortful control, executive attention, and emotional regulation in 7–10-year-old children
Simonds, J., Kieras, J. E., Rueda, M. R., & Rothbart, M. K. (2007) · Cognitive Development · doi:10.1016/j.cogdev.2007.08.009 · Cited by 258 · see citing works
Self-citationRest Is Not Idleness: Implications of the Brain’s Default Mode for Human Development and Education
Immordino-Yang, M. H., Christodoulou, J. A., & Singh, V. (2012) · Perspectives on Psychological Science · doi:10.1177/1745691612447308 · Cited by 245 · see citing works
Does working memory training generalize?
Shipstead, Z., Redick, T. S., & Engle, R. W. (2010) · Psychologica Belgica · doi:10.5334/pb-50-3-4-245 · Cited by 242 · see citing works
Circuitry of self-control and its role in reducing addiction
Tang, Y.-Y., Posner, M. I., Rothbart, M. K., & Volkow, N. D. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.06.007 · Cited by 236 · see citing works
Self-citationHalperin, J. M., & Healey, D. M. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.07.006 · Cited by 237 · see citing works
Working memory, fluid intelligence, and impulsiveness in heavy media multitaskers
Minear, M., Brasher, F., McCurdy, M., Lewis, J., & Younggren, A. (2013) · Psychonomic Bulletin & Review · doi:10.3758/s13423-013-0456-6 · Cited by 231 · see citing works
Toward a physical basis of attention and self-regulation
Posner, M. I., & Rothbart, M. K. (2009) · Physics of Life Reviews · doi:10.1016/j.plrev.2009.02.001 · Cited by 230 · see citing works
Self-citationLillard, A. S. (2012) · Journal of School Psychology · doi:10.1016/j.jsp.2012.01.001 · Cited by 224 · see citing works
Working memory training does not improve intelligence in healthy young adults
Chooi, W.-T., & Thompson, L. A. (2012) · Intelligence · doi:10.1016/j.intell.2012.07.004 · Cited by 209 · see citing works
Sahdra, B. K., MacLean, K. A., Ferrer, E., Shaver, P. R., Rosenberg, E. L., Jacobs, T. L., Zanesco, A. P., King, B. G., Aichele, S. R., Bridwell, D. A., et al. (2011) · Emotion · doi:10.1037/a0022764 · Cited by 197 · see citing works
Children, wired: for better and for worse
Bavelier, D., Green, C. S., & Dye, M. W. G. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.035 · Cited by 193 · see citing works
Belsky, J., Pasco Fearon, R. M., & Bell, B. (2007) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2007.01807.x · Cited by 182 · see citing works
Obradović, J. (2010) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2009.09.004 · Cited by 160 · see citing works
Growing up multitasking: The costs and benefits for cognitive development
Courage, M. L., Bakhtiar, A., Fitzpatrick, C., Kenny, S., & Brandeau, K. (2015) · Developmental Review · doi:10.1016/j.dr.2014.12.002 · Cited by 159 · see citing works
Posner, M. I. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.12.040 · Cited by 151 · see citing works
Self-citationKatz, B., Jaeggi, S., Buschkuehl, M., Stegman, A., & Shah, P. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00242 · Cited by 142 · see citing works
Early adversity and neural correlates of executive function: Implications for academic adjustment
McDermott, J. M., Westerlund, A., Zeanah, C. H., Nelson, C. A., & Fox, N. A. (2012) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.09.008 · Cited by 146 · see citing works
Age-related changes in error processing in young children: A school-based investigation
Grammer, J. K., Carrasco, M., Gehring, W. J., & Morrison, F. J. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2014.02.001 · Cited by 134 · see citing works
Association between Early Life Exposure to Air Pollution and Working Memory and Attention
Rivas, I., Basagaña, X., Cirach, M., López-Vicente, M., Suades-González, E., Garcia-Esteban, R., Álvarez-Pedrerol, M., Dadvand, P., & Sunyer, J. (2019) · Environmental Health Perspectives · doi:10.1289/ehp3169 · Cited by 140 · see citing works
Kable, J. W., Caulfield, M. K., Falcone, M., McConnell, M., Bernardo, L., Parthasarathi, T., Cooper, N., Ashare, R., Audrain-McGovern, J., Hornik, R., et al. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.2832-16.2017 · Cited by 124 · see citing works
Executive functions in learning processes: Do they benefit from physical activity?
Barenberg, J., Berse, T., & Dutke, S. (2011) · Educational Research Review · doi:10.1016/j.edurev.2011.04.002 · Cited by 126 · see citing works
Are There Executive Dysfunction Subtypes Within ADHD?
Roberts, B. A., Martel, M. M., & Nigg, J. T. (2017) · Journal of Attention Disorders · doi:10.1177/1087054713510349 · Cited by 116 · see citing works
Contributions of Attentional Control to Socioemotional and Academic Development
Rueda, M. R., Checa, P., & Rothbart, M. K. (2010) · Early Education and Development · doi:10.1080/10409289.2010.510055 · Cited by 117 · see citing works
Self-citationPsychosocial deprivation, executive functions and the emergence of socio-emotional behavior problems
McDermott, J. M., Troller-Renfree, S., Vanderwert, R., Nelson, C. A., Zeanah, C. H., & Fox, N. A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00167 · Cited by 113 · see citing works
Mindfulness Plus Reflection Training: Effects on Executive Function in Early Childhood
Zelazo, P. D., Forston, J. L., Masten, A. S., & Carlson, S. M. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00208 · Cited by 111 · see citing works
“…brief interventions that provide children with opportunities to practice their developing EF skills at increasing levels of challenge (e.g., Rueda et al., 2005; Karbach and Kray, 2009; Thorell et al., 2009; Mackey et al., 2011; Tominey and McClelland, 2011; Neville et al., 2013; Weiland…”
Origins of altered reinforcement effects in ADHD
Johansen, E., Killeen, P. R., Russell, V. A., Tripp, G., Wickens, J. R., Tannock, R., Williams, J., & Sagvolden, T. (2009) · Behavioral and Brain Functions · doi:10.1186/1744-9081-5-7 · Cited by 108 · see citing works
Cardoso-Leite, P., & Bavelier, D. (2014) · Current Opinion in Neurology · doi:10.1097/wco.0000000000000077 · Cited by 111 · see citing works
Indiscriminate Friendliness in Maltreated Foster Children
Pears, K. C., Bruce, J., Fisher, P. A., & Kim, H. K. (2010) · Child Maltreatment · doi:10.1177/1077559509337891 · Cited by 109 · see citing works
Stepankova, H., Lukavsky, J., Buschkuehl, M., Kopecek, M., Ripova, D., & Jaeggi, S. M. (2014) · Developmental Psychology · doi:10.1037/a0034913 · Cited by 101 · see citing works
Executive function in children born preterm: Risk factors and implications for outcome
Taylor, H. G., & Clark, C. A. C. (2016) · Seminars in Perinatology · doi:10.1053/j.semperi.2016.09.004 · Cited by 101 · see citing works
An Open Trial of a Metacognitive Executive Function Training for Young Children With ADHD
Tamm, L., Nakonezny, P. A., & Hughes, C. W. (2014) · Journal of Attention Disorders · doi:10.1177/1087054712445782 · Cited by 98 · see citing works
Traut, H. J., Guild, R. M., & Munakata, Y. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.662139 · Cited by 100 · see citing works
Training on Working Memory and Inhibitory Control in Young Adults
Maraver, M. J., Bajo, M. T., & Gomez-Ariza, C. J. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00588 · Cited by 96 · see citing works
“…training response inhibition in young adults (Berkman et al., 2014); or a more adult-like pattern of EEG markers (dorsolateral prefrontal negativity linked to the anterior cingulate gyrus) in 6-year-old children after a 5-day training with tasks involving conflict resolution (Rueda et al., 2005).”
InfluentialRiggs, N. R., Spruijt-Metz, D., Chou, C.-P., & Pentz, M. A. (2012) · Child Neuropsychology · doi:10.1080/09297049.2011.555759 · Cited by 97 · see citing works
Behavioral and Brain Measures of Executive Attention and School Competence in Late Childhood
Checa, P., & Rueda, M. R. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2011.591857 · Cited by 85 · see citing works
Self-citationLeonard, N. R., Jha, A. P., Casarjian, B., Goolsarran, M., Garcia, C., Cleland, C. M., Gwadz, M. V., & Massey, Z. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00792 · Cited by 74 · see citing works
Qualitative change in executive control during childhood and adulthood
Chevalier, N., Huber, K. L., Wiebe, S. A., & Espy, K. A. (2013) · Cognition · doi:10.1016/j.cognition.2013.02.012 · Cited by 73 · see citing works
Schmidt, M., Mavilidi, M. F., Singh, A., & Englert, C. (2020) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2020.101908 · Cited by 70 · see citing works
Linking neurogenetics and individual differences in language learning: the dopamine hypothesis.
Wong, P. C. M., Morgan-Short, K., Ettlinger, M., & Zheng, J. (2012) · Cortex · doi:10.1016/j.cortex.2012.03.017 · Cited by 67 · see citing works
Zhang, Q., Wang, C., Zhao, Q., Yang, L., Buschkuehl, M., & Jaeggi, S. M. (2019) · Developmental Science · doi:10.1111/desc.12748 · Cited by 61 · see citing works
“…while training on several attention tasks including a Stroop-like task in preschoolers led to neural changes associated with a flanker task (Rueda et al., 2005, 2012), no behavioral effects were observed, and another IC training program consisting of go/nogo, flanker, and stop-signal tasks…”
Executive function and latent classes of childhood obesity risk
Riggs, N. R., Huh, J., Chou, C.-P., Spruijt-Metz, D., & Pentz, M. A. (2012) · Journal of Behavioral Medicine · doi:10.1007/s10865-011-9395-8 · Cited by 57 · see citing works
Ford, R. M., McDougall, S. J. P., & Evans, D. (2009) · British Journal of Psychology · doi:10.1348/000712609x406762 · Cited by 51 · see citing works
Gremillion, M. L., & Martel, M. M. (2012) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-012-9650-7 · Cited by 47 · see citing works
- Authors
- Rueda, M. R., Rothbart, M. K., McCandliss, B. D., Saccomanno, L., & Posner, M. I.
- Affiliations
- University of Oregon (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2005-09-28
- Volume
- 102
- Issue
- 41
- Pages
- 14931-14936
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC1253585
- OpenAlex
- W2161289687
- Cited by
- 1,110
- References
- 31
- Citations by year
- 2026: 11 · 2025: 24 · 2024: 23 · 2023: 34 · 2022: 44 · 2021: 46 · 2020: 120 · 2019: 59 · 2018: 54 · 2017: 58 · 2016: 51 · 2015: 66 · 2014: 59 · 2013: 78 · 2012: 84
- FWCI
- 15.32
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (HD-38051, P01HD038051)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- executive attention, attentional control, attention training, child development, anterior cingulate cortex, lateral prefrontal cortex, intelligence, effortful control, DAT1 gene, individual differences in attention, event-related potentials
- MeSH terms
- Attention, Child, Child Development, Child, Preschool, Electroencephalography, Electrophoresis, Agar Gel, Evoked Potentials, Female, Genotype, Gyrus Cinguli, Humans, Intelligence Tests, Male, Models, Neurological, Oregon, Teaching, Temperament, DNA Primers, Dopamine Plasma Membrane Transport Proteins
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review