This article systematically reviews what is known empirically about the association between executive function and student achievement in both reading and math and critically assesses the evidence for a causal association between the two. Using meta-analytic techniques, the review finds that there is a moderate unconditional association between executive function and achievement that does not differ by executive function construct, age, or measurement type but finds no compelling evidence that a causal association between the two exists.
*AgostinoA.JohnsonJ.Pascual-LeoneJ. (2010). Executive functions underlying multiplicative reasoning: Problem type matters. Journal of Experimental Child Psychology, 105, 286–305. doi:10.1016/j.jecp.2009.09.006
2.
*AllanN. P.LoniganC. J. (2011). Examining the dimensionality of effortful control in preschool children and its relation to academic and socioemotional indicators. Developmental Psychology, 47, 905–915. doi:10.1037/a0023748
3.
*AllowayT. P.AllowayR. G. (2010). Investigating the predictive roles of working memory and IQ in academic attainment. Journal of Experimental Child Psychology, 106, 20–29. doi:10.1016/j.jecp.2009.11.003
4.
*AllowayT. P.BannerG. E.SmithP. (2010). Working memory and cognitive styles in adolescents’ attainment. British Journal of Educational Psychology, 80, 567–581. doi:10.1348/000709910X494566
5.
*AnderssonU. (2008). Working memory as a predictor of written arithmetical skills in children: The importance of central executive functions. British Journal of Educational Psychology, 78, 181–203. doi:10.1348/000709907X209854
6.
ArdilaA.RosselliM.MatuteE.GuajardoS. (2005). The influence of parents’ educational level on the development of executive functions. Developmental Neuropsychology, 28, 539–560. doi:10.1207/s15326942dn2801_5
7.
BaddeleyA. D.HitchG. (1974). Working memory. In BowerG. A. (Ed.), Recent advances in learning and motivation (Vol. 8, pp. 47–90). New York, NY: Academic Press.
8.
BanichM. T. (2009). Executive function. The search for an integrated account. Current Directions in Psychological Science, 18, 89–94.
9.
BarnettW. S.JungK.YaroszD. J.ThomasJ.HornbeckA.StechukR.BurnsS. (2008). Educational effects of the Tools of the Mind curriculum: A randomized trial. Early Childhood Research Quarterly, 23, 299–313. doi:10.1016/j.ecresq.2008.03.001
10.
*BergD. H. (2008). Working memory and arithmetic calculation in children: The contributory roles of processing speed, short-term memory, and reading. Journal of Experimental Child Psychology, 99, 288–308. doi:10.1016/j.jecp.2007.12.002
11.
BestJ. R.MillerP. H. (2010). A developmental perspective on executive function. Child Development, 81, 1641–1660. doi:10.1111/j.1467-8624.2010.01499.x
12.
BiermanK. L.NixR.GreenbergM.BlairC.DomitrovichC. (2008). Executive functions and school readiness intervention: Impact, moderation, and mediations in the Head Start REDI program. Development and Psychology, 20, 821–843. doi:10.1017/S0954579408000394
13.
BiermanK. L.TorresM. (in press). Promoting the development of executive functions through early education and prevention programs. In GriffinJ. A.FreundL. S.McCardleP. (Eds.), Executive function in preschool age children: Integrating measurement, neurodevelopment and translational research. Washington, DC: American Psychological Association.
14.
BlairC. (2002). School readiness: Integrating cognition and emotion in a neurobiological conceptualization of children’s functioning at school entry. American Psychologist, 57, 111–127. doi:10.1037/0003-066X.57.2.111
15.
*BlairC.RazzaR. P. (2007). Relating effortful control, executive function, and false belief understanding to emerging math and literacy ability in kindergarten. Child Development, 78, 647–663. doi:10.1111/j.1467-8624.2007.01019.x
16.
*BrockL.Rimm-KaufmanS.NathansonL.GrimmK. (2009). The contributions of “hot” and “cool” executive function to children’s academic achievement, learning-related behaviors, and engagement in kindergarten. Early Childhood Research Quarterly, 24, 337–349. doi:10.1016/j.ecresq.2009.06.001
17.
*BullR.EspyK. A.WiebeS. A. (2008). Short-term memory, working memory, and executive functioning in preschoolers: Longitudinal predictors of mathematical achievement at age 7 years. Developmental Neuropsychology, 33, 205–228. doi:10.1080/87565640801982312
18.
*BullR.EspyK. A.WiebeS. A.SheffieldT. D.NelsonJ. M. (2011). Using confirmatory factor analysis to understand executive control in preschool children: Sources of variation in emergent mathematic achievement. Developmental Science, 14, 679–692. doi:10.1111/j.1467-7687.2010.01012.x
19.
*BullR.ScerifG. (2001). Executive functioning as a predictor of children’s mathematics ability: Inhibition, switching, and working memory. Developmental Neuropsychology, 19, 273–293. doi:10.1207/S15326942DN1903_3
20.
*CameronC. E.BrockL. L.MurrahW. M.BellL. H.WorzallaS. L.GrissmerD.MorrisonF. J. (2012). Fine motor skills and executive function both contribute to kindergarten achievement. Child Development, 83, 1229–1244. doi:10.1111/j.1467-8624.2012.01768.x
21.
CarrettiB.BorellaE.CornoldiC.De BeniR. (2009). Role of working memory in explaining the performance of individuals with specific reading comprehension difficulties: A meta-analysis. Learning and Individual Differences, 19, 246–251. doi:10.1016.jlindif.2008.10.002
22.
*CartwrightK. B. (2002). Cognitive development and reading: The relation of reading-specific multiple classification skill to reading comprehension in elementary school children. Journal of Educational Psychology, 94, 56–63. doi:10.1037//0022-0663.94.1.56
23.
*ChungK.McBride-ChangC. (2011). Executive functioning skills uniquely predict Chinese word reading. Journal of Educational Psychology, 103, 909–921. doi:10.1037/a0024744
24.
*ClaessensA.DuncanG.EngelM. (2009). Kindergarten skills and fifth-grade achievement: Evidence from the ECLS-K. Economics of Education Review, 28, 415–427. doi:10.1016/j.econedurev.2008.09.003
25.
*ClarkC. A. C.PritchardV. E.WoodwardL. J. (2010). Preschool executive functioning abilities predict early mathematics achievement. Developmental Psychology, 46, 1176–1191. doi:10.1037/a0019672
26.
DavisE. P.BruceJ.GunnarM. R. (2001). The anterior attention network: Associations with temperament and neuroendocrine activity in 6 year old children. Developmental Psychobiology, 40, 43–56. doi:10.1002/dev.10012
27.
*De SmedtB.JanssenR.BouwensK.VerschaffelL.BoetsB.GhesquièreP. (2009). Working memory and individual differences in mathematics achievement: A longitudinal study from first grade to second grade. Journal of Experimental Child Psychology, 103, 186–201. doi:10.1016/j.jecp.2009.01.004
28.
DiamondA. (2006). The early development of executive functions. In BialystokE.CraikF. I. M. (Eds.), Lifespan cognition: Mechanisms of change (pp. 70–96). New York, NY: Oxford University Press.
*DobbsJ.DoctoroffG. L.FisherP.ArnoldD. H. (2006). The association between preschool children’s socio-emotional functioning and their mathematical skills. Applied Developmental Psychology, 27, 97–108. doi:10.1016/j.appdev.2005.12.008
31.
*DuncanG.DowsettC.ClaessensA.MagnusonK.HustonA.KlebanovP.. . . DuckworthK. (2007). School readiness and later achievement. Developmental Psychology, 43, 1428–1446. doi:10.1037/0012-1649.43.6.1428
32.
*EspyK. A.McDiarmidM. M.CwikM. F.StaletsM. M.HambyA.SennT. E. (2004). The contribution of executive functions to emergent mathematic skills in preschool children. Developmental Neuropsychology, 26, 465–486. doi:10.1207/s15326942dn2601_6
33.
FarranD.WilsonS. J.LipseyM.TurnerK. (2013, March). Effects through kindergarten of a prekindergarten curricular attempt to improve self-regulation and achievement. Paper presented at the Society for Research on Educational Effectiveness Conference, Washington, DC.
34.
*FitzpatrickC.PaganiL. S. (2011). Toddler working memory skills predict kindergarten school readiness. Intelligence, 40, 205–212. doi:10.1016/j.intell.2011.11.007
35.
*FuchsL. S.ComptonD. L.FuchsD.PaulsenK.BryantJ. D.HamlettC. L. (2005). The prevention, identification, and cognitive determinants of math difficulty. Journal of Educational Psychology, 97, 493–513. doi:10.1037/0022-0663.97.3.493
36.
*FuchsL. S.FuchsD.StuebingK.FletcherJ. M.HamlettC. L.LambertW. (2008). Problem solving and computational skill: Are they shared or distinct aspects of mathematical cognition?Journal of Educational Psychology, 100, 30–47. doi:10.1037/0022-0663.100.1.30
37.
*FuhsM. W.DayJ. D. (2011). Verbal ability and executive functioning development in preschoolers at Head Start. Developmental Psychology, 47, 404–416. doi:10.1037/a0021065
38.
GaronN.BrysonS. E.SmithI. M. (2008). Executive function in preschoolers: A review using an integrative framework. Psychological Bulletin, 134, 31–60. doi:10.1037/0033-2909.134.1.31
39.
*GathercoleS. E.AllowayT. P.WillisC.AdamsA. (2006). Working memory in children with reading disabilities. Journal of Experimental Child Psychology, 93, 265–281. doi:10.1016/j.jecp.2005.08.003
40.
*GathercoleS. E.PickeringS. J. (2000). Assessment of working memory in six- and seven-year-old children. Journal of Educational Psychology, 92, 377–390. doi:10.1037/0022-0663.92.2.377
41.
*GathercoleS. E.PickeringS. J.KnightC.StegmannZ. (2004). Working memory skills and educational attainment: Evidence from national curriculum assessments at 7 and 14 years of age. Applied Cognitive Psychology, 18, 1–16. doi:10.1002/acp.934
42.
*GathercoleS. E.TiffanyC.BriscoeJ.ThornA., & The ALSPAC Team. (2005). Developmental consequences of poor phonological short-term memory function in childhood: A longitudinal study. Journal of Child Psychology and Psychiatry, 46, 598–611. doi:10.1111/j.1469-7610.2004.00379.x
43.
GleserL. J.OlkinI. (2009). Stochastically dependent effect sizes. In CooperH.HedgesL.ValentineJ. (Eds.), The handbook of research synthesis and meta-analysis (2nd ed., pp. 357–376). New York, NY: Russell Sage Foundation.
44.
*GrazianoP. A.ReavisR. D.KeaneS. P.CalkinsS. D. (2007). The role of emotion regulation in children’s early academic success. Journal of School Psychology, 45, 3–19. doi:10.1016/j.jsp.2006.09.002
45.
HedgesL. V.TiptonE.JohnsonM. (2010). Robust variance estimation in meta-regression with dependent effect size estimates. Research Synthesis Methods, 1, 39–65. doi:10.1002/jrsm.5
46.
*HolmesJ.AdamsJ. W.HamiltonC. J. (2008). The relationship between visuospatial sketchpad capacity and children’s mathematical skills. European Journal of Cognitive Psychology, 20, 272–289. doi:10.1080/09541440701612702
47.
*HowseR. B.CalkinsS. D.AnastopoulosA. D.KeaneS. P.SheltonT. L. (2003). Regulatory contributors to children’s kindergarten achievement. Early Education & Development, 14, 101–120. doi:10.1207/s15566935eed1401_7
48.
*HowseR. B.LangeG.FarranD. C.BoylesC. D. (2003). Motivation and self-regulation as predictors of achievement in economically disadvantaged young children. Journal of Experimental Education, 71, 151–174. doi:10.1080/00220970309602061
49.
HughesC. (1998). Executive function in preschoolers: Links with theory of mind and verbal ability. British Journal of Developmental Psychology, 16, 233–253. doi:10.1111/j.2044-835X.1998.tb00921.x
50.
JuradoM. B.RosselliM. (2007). The elusive nature of executive functions: A review of our current understanding. Neuropsychology Review, 17, 213–233. doi:10.1007/s11065-007-9040-z
51.
*KingK. A. (2010). How does emotion regulation of head start preschoolers relate to academic competence at the end of kindergarten? Evidence from longitudinal models (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses. (305199654)
52.
*KolkmanM. E.HoijtinkH. J. A.KroesbergenE. H.LesemanP. P. M. (2013). The role of executive functions in numerical magnitude skills. Learning and Individual Differences, 24, 145–151. doi:10.1016/j.lindif.2013.01.004
53.
*KroesbergenE. H.Van LuitJ. E. H.Van LieshoutE. C. D. M.LoosbroekE.Van de RijtB. A. M. (2009). Individual differences in early numeracy. Journal of Psychoeducational Assessment, 27, 226–236. doi:10.1177/0734282908330586
54.
*KyttäläM.LehtoJ. E. (2008). Some factors underlying mathematical performance: The role of visuospatial working memory and non-verbal intelligence. European Journal of Psychology of Education, 23, 77–94. doi:10.1007/BF03173141
55.
*LanX.LegareC. H.PonitzC. C.LiS.MorrisonF. J. (2011). Investigating the links between the subcomponents of executive function and academic achievement: A cross-cultural analysis of Chinese and American preschoolers. Journal of Experimental Child Psychology, 108, 677–692. doi:10.1016/j.jecp.2010.11.001
56.
*LatzmanR.ElkovitchN.YoungJ.ClarkL. (2010). The contribution of executive functioning to academic achievement among male adolescents. Journal of Clinical and Experimental Neuropsychology, 35, 455–462. doi:10.1080/13803390903164363
57.
*LeeK.NgS.NgE.LimZ. (2004). Working memory and literacy as predictors of performance on algebraic word problems. Journal of Experimental Child Psychology, 89, 140–158. doi:10.1016/j.jecp.2004.07.001
58.
*LeeK.NgS. F.PeM. L.AngS. Y.HasshimM. N. A. M.BullR. (2012). The cognitive underpinnings of emerging mathematical skills: Executive functioning, patterns, numeracy, and arithmetic. British Journal of Educational Psychology, 82, 82–99. doi:10.1111/j.2044-8279.2010.02016.x
59.
*LeerkesE. M.ParadiseM. J.O’BrienM.CalkinsS. D.LangeG. (2008). Emotion and cognition processes in preschool children. Merrill-Palmer Quarterly, 54, 102–124. doi:10.1353/mpq.2008.0009
60.
*LeFevreJ.BerriganL.VendettiC.KamawarD.BisanzJ.SkwarchukS.Smith-ChantB. L. (2013). The role of executive attention in the acquisition of mathematical skills for children in grades 2 through 4. Journal of Experimental Child Psychology, 114, 243–261. doi:10.1016/j.jecp.2012.10.005
LehtoJ. (1996). Are executive function tests dependent on working memory capacity?Quarterly Journal of Experimental Psychology, 49A, 29–50.
63.
LevinH. S.FletcherJ. M.KuferaJ. A.HarwardH.LillyM. A.MendelsohnD.. . . EisenbergH. M. (1996). Dimensions of cognition measured by the Tower of London and other cognitive tasks in head-injured children and adolescents. Developmental Neuropsychology, 12, 17–34.
64.
Li-GriningC. P. (2007). Effortful control among low-income preschoolers in three cities: Stability, change, and individual differences. Developmental Psychology, 43, 208–221. doi:10.1037/0012-1649.43.1.208
65.
*LiewJ.ChenQ.HughesJ. N. (2010). Child effortful control, teacher–student relationships, and achievement in academically at-risk children: Additive and interactive effects. Early Childhood Research Quarterly, 25, 51–64. doi:10.1016/j.ecresq.2009.07.005
66.
LipseyM. W.WilsonD. B. (2001). Practical meta-analysis. Thousand Oaks, CA: Sage.
67.
*LoosliS. V.BuschkuehlM.PerrigW. J.JaeggiS. M. (2012). Working memory training improves reading processes in typically developing children. Child Neuropsychology, 18, 62–78. doi:10.1080/09297049.2011.575772
68.
LoweC.RabbittP. (1997). Cognitive models of aging and frontal lobe deficits. In RabbittP. (Ed.), Methodology of frontal and executive functions (pp. 39–59). Hove, England: Psychology Press.
69.
*MabbottD.BisanzJ. (2008). Computational skills, working memory, and conceptual knowledge in older children with mathematics learning disabilities. Journal of Learning Disabilities, 41, 15–28. doi:10.1177/0022219407311003
70.
*MatthewsJ. S.KizzieK. T.RowleyS. J.CortinaK. (2010). African Americans and boys: Understanding the literacy gap, tracing academic trajectories, and evaluating the role of learning-related skills. Journal of Educational Psychology, 102, 757–771. doi:10.1037/a0019616
71.
*MazzoccoM. M. M.KoverS. T. (2007). A longitudinal assessment of executive function skills and their association with math performance. Child Neuropsychology, 13, 18–45. doi:10.1080/09297040600611346
72.
*McClellandM. M.AcockA. C.MorrisonF. J. (2006). The impact of kindergarten learning-related skills on academic trajectories at the end of elementary school. Early Childhood Research Quarterly, 21, 471–490. doi:10.1016/j.ecresq.2006.09.003
73.
McClellandM. M.AcockA. C.PiccininA.RheaS. A.StallingsM. C. (2013). Relations between preschool attention span-persistence and age 25 educational outcomes. Early Childhood Research Quarterly, 28, 314–324. doi:10.1016/j.ecresq.2012.07.008
74.
McClellandM. M.CameronC. E. (2012). Self-regulation in early childhood: Improving conceptual clarity and developing ecologically valid measures. Child Development Perspectives, 6, 136–142. doi:10.1111/j.1750-8606.2011.00191.x
75.
*McClellandM. M.CameronC.ConnorC. M.FarrisC.JewkesA.MorrisonF. (2007). Links between behavioral regulation and preschoolers’ literacy, vocabulary, and math skills. Developmental Psychology, 43, 947–959. doi:10.1037/0012-1649.43.4.947
76.
*McClellandM. M.MorrisonF. J.HolmesD. L. (2000). Children at risk for early academic problems: The role of learning-related social skills. Early Childhood Research Quarterly, 15, 307–329. doi:10.1016/S0885-2006(00)00069-7
77.
Melby-LervågM.HulmeC. (2013). Is working memory training effective? A meta-analytic review. Developmental Psychology, 49, 270–291. doi:10.1037/a0028228
78.
*MeyerM. L.SalimpoorV. N.WuS. S.GearyD. C.MenonV. (2010). Differential contribution of specific working memory components to mathematics achievement in 2nd and 3rd graders. Learning and Individual Differences, 20, 101–109. doi:10.1016/j.lindif.2009.08.004
79.
MiyakeA.FriedmanN.EmersonM.WitzkiA.HowerterA.WagerT. (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. doi:10.1006/cogp.1999.0734
80.
*MonetteS.BigrasM.GuayM. (2011). The role of the executive functions in school achievement at the end of grade 1. Journal of Experimental Child Psychology, 109, 158–173. doi:10.1016/j.jecp.2011.01.008
81.
MorrisonF. J.GrammerJ. K. (in press). Conceptual clutter and measurement mayhem: A proposal for a cross disciplinary approach to conceptualizing and measuring executive function. In GriffinJ. A.FreundL. S.McCardleP. (Eds.), Executive function in preschool age children: Integrating measurement, neurodevelopment and translational research. Washington, DC: American Psychological Association.
82.
*NeuenschwanderR.RöthilisbergerM.CimerliP.RoebersC. M. (2012). How do different aspects of self-regulation predict successful adaptation to school?Journal of Experimental Child Psychology, 113, 353–371. doi:10.1016/j.jecp.2012.07.004
83.
*NevoE.BreznitzZ. (2011). Assessment of working memory components at 6 years of age as predictors of reading achievements a year later. Journal of Experimental Child Psychology, 109, 73–90. doi:10.1016/j.jecp.2010.09.010
84.
NobleK. G.NormanM. F.FarahM. J. (2005). Neurocognitive correlates of socioeconomic status in kindergarten children. Developmental Science, 8, 74–87. doi:10.1111/j.1467-7687.2005.00394.x
85.
NormanD. A.ShalliceT. (1986). Attention to action: Willed and automatic control of behaviour. In DavidsonR. J.SchwartzG. E.ShapiroD. (Eds.), Consciousness and self-regulation: Advances in research and theory (pp. 1–18). New York, NY: Plenum Press.
86.
*OberleE.Schonert-ReichlK. A. (2012). Relations among peer acceptance, inhibitory control, and math achievement in early adolescence. Journal of Applied Developmental Psychology, 34, 45–51. doi:10.1016/j.appdev.2012.09.003
87.
ParkS.HolzmanP.Goldman-RakicP. (1995). Spatial working memory deficits in the relatives of schizophrenic patients. Archives of General Psychiatry, 52, 821–828. doi:10.1001/archpsyc.1995.03950220031007
88.
*PassolunghiM. C.LanfranchiS. (2012). Domain-specific and domain-general precursors of mathematical achievement: A longitudinal study from kindergarten to first grade. British Journal of Educational Psychology, 82, 42–63. doi:10.1111/j.2044-8279.2011.02039.x
89.
*PonitzC. C.McClellandM. M.MatthewsJ. S.MorrisonF. J. (2009). A structured observation of behavioral self-regulation and its contribution to kindergarten outcomes. Developmental Psychology, 45, 605–619. doi:10.1037/a0015365
90.
RabinerD. L.MurrayD. W.SkinnerA. T.MaloneP. S. (2010). A randomized trial of two promising computer-based interventions for students with attention difficulties. Journal of Abnormal Child Psychology, 38, 131–142. doi:10.1007/s10802-009-9353-x
91.
RaghubarK. P.BarnesM.HechtS. (2010). Working memory and mathematics: A review of developmental, individual difference, and cognitive approaches. Learning and Individual Difference, 20, 110–122. doi:10.1016/j.lindif.2009.10.005
92.
*RaverC. C.JonesS. M.Li-GriningC.ZhaiF.BubK.PresslerE. (2011). CSRP’s impact on low-income preschoolers’ preacademic skills: Self-regulation as a mediating mechanism. Child Development, 82, 362–378. doi:10.1111/j.1467-8624.2010.01561.x
93.
RobbinsT. W.JamesM.OwenA. M.SahakianB. J.LawrenceA. D.McInnesL.RabbittP. M. A. (1998). A study of performance on tests from the CANTAB battery sensitive to frontal lobe dysfunction in a large sample of normal volunteers: Implications for theories of executive functioning and cognitive aging. Journal of the International Neuropsychological Society, 4, 474–490.
94.
*RoebersC. M.CimeliP.RöethlisbergerM.NeuenschwanderR. (2012). Executive functioning, metacognition, and self-perceived competence in elementary school children: An explorative study on their interrelations and their role for school achievement. Metacognition Learning, 7, 151–173. doi:10.1007/s11409-012-9089-9
95.
RosvoldH. E.MirskyA. F.SarasonI.BransomeE. D.Jr.BeckL. H. (1956). A continuous performance test of brain damage. Journal of Consulting Psychology, 20, 343–350. doi:10.1037/h0043220
96.
RothbartM. K.PosnerM. I. (2005). Genes and experience in the development of executive attention and effortful control. New Directions for Child and Adolescent Development, 109, 101–108.
97.
RothbartM. K.AhadiS. A.HersheyK. L.FisherP. (2001). Investigations of temperament at three to seven years: The Children’s Behavior Questionnaire. Child Development, 72, 1394–1408.
98.
RuedaM. R.PosnerM. I.RothbartM. K. (2004). Attentional control and self-regulation. In BaumeisterR. F.VohsK. D. (Eds.), Handbook of self-regulation: Research, theory, and applications (pp. 283–300). New York, NY: Guilford Press.
SennT. E.EspyK. A.KaufmannP.M. (2004). Using path analysis to understand executive function organization in preschool children. Developmental Cognitive Neuroscience Laboratory—Faculty and Staff Publications. Paper 8. Retrieved from http://digitalcommons.unl.edu/dcnlfacpub/8
101.
*SimmonsF. R.WillisC.AdamsA. (2012). Different components of working memory have different relationships with different mathematical skills. Journal of Experimental Child Psychology, 111, 139–155. doi:10.1016/j.jecp.2011.08.011
102.
*Smith-DonaldR.RaverC. C.HayesT.RichardsonB. (2007). Preliminary construct and concurrent validity of the preschool self-regulation assessment (PSRA) for field-based research. Early Childhood Research Quarterly, 22, 173–187. doi:10.1016/j.ecresq.2007.01.002
*St. Clair-ThompsonH.GathercoleS. (2006). Executive functions and achievements in school: Shifting, updating, inhibition, and working memory. Quarterly Journal of Experimental Psychology, 59, 745–759. doi:10.1080/17470210500162854
105.
*St. Clair-ThompsonH.StevensR.HuntA.BolderE. (2010). Improving children’s working memory and classroom performance. Educational Psychology: An International Journal of Experimental Educational Psychology, 30, 203–219. doi:10.1080/01443410903509259
106.
*St. Clair-ThompsonH.SykesS. (2010). Scoring methods and the predictive ability of working memory tasks. Behavior Research Methods, 42, 969–975. doi:10.3758/BRM.42.4.969
107.
StroopJ. R. (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology, 18, 643–662. doi:10.1037/h0054651
108.
*SwansonH. L. (2011a). Intellectual growth in children as a function of domain specific and domain general working memory subgroups. Intelligence, 39, 481–492. doi:10.1016/j.intell.2011.10.001
109.
*SwansonH. L. (2011b). Working memory, attention, and mathematical problem solving: A longitudinal study of elementary school children. Journal of Educational Psychology, 103, 821–837. doi:10.1037/a0025114
110.
*SwansonH. L.Beebe-FrankenbergerM. (2004). The relationship between working memory and mathematical problem solving in children at risk and not at risk for serious math difficulties. Journal of Educational Psychology, 96, 471–491. doi:10.1037/0022-0663.96.3.471
111.
SwansonH. L.JermanO. (2006). Math disabilities: A selective meta-analysis of the literature. Review of Educational Research, 76, 249–274.
112.
*ThorellL. B.NybergL. (2008). The childhood executive functioning inventory (CHEXI): A new rating instrument for parents and teachers. Developmental Neuropsychology, 33, 536–552. doi:10.1080/87565640802101516
113.
TomineyS. L.McClellandM. M. (2011). Red light, purple light: Findings from a randomized trial using circle time games to improve behavioral self-regulation in preschool. Early Education & Development, 22, 489–519. doi:0.1080/10409289.2011.574258
114.
ToughP. (2009, December27). Can the right kinds of play teach self-control?New York Times, p. MM31.
115.
UrsacheA.BlairC.RaverC. C. (2012). The promotion of self-regulation as a means of enhancing school readiness and early achievement in children at risk for school failure. Child Development Perspectives, 6, 122–128. doi:10.1111/j.1750-8606.2011.00209.x
116.
*ValienteC.Lemery-ChalfantK.SwansonJ. (2010). Prediction of kindergartners’ academic achievement from their effortful control and emotionality: Evidence for direct and moderated relations. Journal of Educational Psychology, 102, 550–560. doi:10.1037/a0018992
117.
*Van der VenS. H. G.KroesbergenE. H.BoomJ.LesemanP. P. M. (2011). The development of executive functions and early mathematics: A dynamic relationship. British Journal of Educational Psychology, 82, 100–119. doi:10.1111/j.2044-8279.2011.02035.x
118.
*von SuchodoletzA.GunzenhauserC. (2013). Behavior regulation and early math and vocabulary knowledge in German preschool children. Early Education and Development, 24, 310–331. doi:10.1080/10409289.2012.693428
119.
*WelshJ.NixR.BlairC.BiermanK.NelsonK. (2010). The development of cognitive skills and gains in academic school readiness for children from low-income families. Journal of Educational Psychology, 102, 43–53. doi:10.1037/a0016738
120.
WelshM. C.PenningtonB. F.GroisserD. B. (1991). A normative-developmental study of executive function: A window on prefrontal function in children. Developmental Neuropsychology, 7, 131–149.
121.
*WilloughbyM. T.BlairC. B.WirthR. J.GreenbergM. (2012). The measurement of executive function at age 5: Psychometric properties and relationship to academic achievement. Psychological Assessment, 24, 226–239. doi:10.1037/a0025361
122.
*WilloughbyM. T.KupersmidtJ. B.Voegler-LeeM. E. (2012). Is preschool executive function causally related to academic achievement?Child Neuropsychology, 18, 79–91. doi:10.1080/09297049.2011.578572
123.
*WilloughbyM. T.KupersmidtJ.Voegler-LeeM.BryantD. (2011). Contributions of hot and cool self-regulation to preschool disruptive behavior and academic achievement. Developmental Neuropsychology, 36, 162–180. doi:10.1080/87565641.2010.549980
124.
YeniadN.MaldaM.MesmanJ.MarinusH.van IjzendoornM. H.PieperS. (2013). Shifting ability predicts math and reading performance in children: A meta-analytical study. Learning and Individual Difference, 23, 1–9. doi:10.1016/j.lindif.2012.10.004
125.
ZelazoP. D.CarterA.ReznickJ. S.FryeD. (1997). Early development of executive function: A problem-solving framework. Review of General Psychology, 1, 198–226. doi:10.1037/1089-2680.1.2.198
126.
*ZhengX.SwansonH. L.MarcoulidesG. A. (2011). Working memory components as predictors of children’s mathematical word problem solving. Journal of Experimental Child Psychology, 110, 481–498. doi:10.1016/j.jecp.2011.06.001
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