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Volumn 111, Issue 42, 2014, Pages 15273-15278

The high heritability of educational achievement reflects many genetically influenced traits, not just intelligence

Author keywords

Academic achievement; Behavioral genetics; General cognitive ability; Personalized learning; Twin studies

Indexed keywords

ACADEMIC ACHIEVEMENT; ADOLESCENT; ARTICLE; BEHAVIOR DISORDER; FEMALE; GENETIC ANALYSIS; GENETIC TRAIT; HERITABILITY; HUMAN; INTELLIGENCE; MAJOR CLINICAL STUDY; MALE; MATHEMATICS; PARENT; PERSONALITY; PSYCHOLOGICAL ASPECT; SCIENCE; SELF CONCEPT; SEX DIFFERENCE; SEX LIMITATION; TWIN ZYGOSITY; TWINS; WELLBEING; ACHIEVEMENT; BEHAVIOR GENETICS; BIOLOGICAL MODEL; CHILD; COGNITION; EDUCATIONAL STATUS; GENETICS; LEARNING; LONGITUDINAL STUDY; MULTIVARIATE ANALYSIS; PHENOTYPE; UNITED KINGDOM;

EID: 84908077900     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1408777111     Document Type: Article
Times cited : (255)

References (71)
  • 1
    • 0003642920 scopus 로고    scopus 로고
    • Organisation for Economic Co-operation and Development, Paris
    • OECD (2013) Education at a Glance 2013 (Organisation for Economic Co-operation and Development, Paris).
    • (2013) Education at a Glance 2013
    • OECD1
  • 6
    • 0036011976 scopus 로고    scopus 로고
    • Interpersonal influences and educational aspirations in 12 countries: The importance of institutional context
    • Buchmann C, Dalton B (2002) Interpersonal influences and educational aspirations in 12 countries: The importance of institutional context. Sociol Educ 75(2):99-122.
    • (2002) Sociol Educ , vol.75 , Issue.2 , pp. 99-122
    • Buchmann, C.1    Dalton, B.2
  • 9
    • 18744423877 scopus 로고
    • Further evidence for genetic influences on educational achievement
    • Gill CE, Jardine R, Martin NG (1985) Further evidence for genetic influences on educational achievement. Br J Educ Psychol 55(Pt 3):240-250.
    • (1985) Br J Educ Psychol , vol.55 , pp. 240-250
    • Gill, C.E.1    Jardine, R.2    Martin, N.G.3
  • 10
    • 0016558094 scopus 로고
    • The inheritance of scholastric abilities in a sample of twins. I. Ascertainments of the sample and diagnosis of zygosity
    • Martin NG, Martin PG (1975) The inheritance of scholastric abilities in a sample of twins. I. Ascertainments of the sample and diagnosis of zygosity. Ann Hum Genet 39(2):213-218.
    • (1975) Ann Hum Genet , vol.39 , Issue.2 , pp. 213-218
    • Martin, N.G.1    Martin, P.G.2
  • 12
    • 84885353913 scopus 로고    scopus 로고
    • Literacy and numeracy are more heritable than intelligence in primary school
    • Kovas Y, et al. (2013) Literacy and numeracy are more heritable than intelligence in primary school. Psychol Sci 24(10):2048-2056.
    • (2013) Psychol Sci , vol.24 , Issue.10 , pp. 2048-2056
    • Kovas, Y.1
  • 13
    • 84892573273 scopus 로고    scopus 로고
    • Strong genetic influence on a UK nationwide test of educational achievement at the end of compulsory education at age 16
    • Shakeshaft NG, et al. (2013) Strong genetic influence on a UK nationwide test of educational achievement at the end of compulsory education at age 16. PLoS ONE 8(12):e80341.
    • (2013) PLoS ONE , vol.8 , Issue.12 , pp. e80341
    • Shakeshaft, N.G.1
  • 14
    • 77649187753 scopus 로고    scopus 로고
    • Investigating the predictive roles of working memory and IQ in academic attainment
    • Alloway TP, Alloway RG (2010) Investigating the predictive roles of working memory and IQ in academic attainment. J Exp Child Psychol 106(1):20-29.
    • (2010) J Exp Child Psychol , vol.106 , Issue.1 , pp. 20-29
    • Alloway, T.P.1    Alloway, R.G.2
  • 16
    • 2442529865 scopus 로고    scopus 로고
    • Working memory skills and educational attainment: Evidence from national curriculum assessments at 7 and 14 years of age
    • Gathercole SE, Pickering SJ, Knight C, Stegmann Z (2004) Working memory skills and educational attainment: Evidence from national curriculum assessments at 7 and 14 years of age. Appl Cogn Psychol 18(1):1-16.
    • (2004) Appl Cogn Psychol , vol.18 , Issue.1 , pp. 1-16
    • Gathercole, S.E.1    Pickering, S.J.2    Knight, C.3    Stegmann, Z.4
  • 18
    • 79952100062 scopus 로고    scopus 로고
    • Self-efficacy, goal orientations and learning strategies as mediators between preceding and subsequent academic achievement
    • Diseth A (2011) Self-efficacy, goal orientations and learning strategies as mediators between preceding and subsequent academic achievement. Learn Individ Differ 21(2):191-195.
    • (2011) Learn Individ Differ , vol.21 , Issue.2 , pp. 191-195
    • Diseth, A.1
  • 20
    • 33745437010 scopus 로고    scopus 로고
    • Predicting school achievement from general cognitive ability, self-perceived ability, and intrinsic value
    • Spinath B, Spinath FM, Harlaar N, Plomin R (2006) Predicting school achievement from general cognitive ability, self-perceived ability, and intrinsic value. Intelligence 34(4):363-374.
    • (2006) Intelligence , vol.34 , Issue.4 , pp. 363-374
    • Spinath, B.1    Spinath, F.M.2    Harlaar, N.3    Plomin, R.4
  • 21
    • 84871922271 scopus 로고    scopus 로고
    • Academic achievement: The unique contribution of self-efficacy beliefs in self-regulated learning beyond intelligence, personality traits, and self-esteem
    • Zuffianò A, et al. (2013) Academic achievement: The unique contribution of self-efficacy beliefs in self-regulated learning beyond intelligence, personality traits, and self-esteem. Learn Individ Differ 23:158-162.
    • (2013) Learn Individ Differ , vol.23 , pp. 158-162
    • Zuffianò, A.1
  • 22
    • 39049145633 scopus 로고    scopus 로고
    • Emotional intelligence and scholastic achievement in Australian adolescents
    • Downey LA, Mountstephen J, Lloyd J, Hansen K, Stough C (2008) Emotional intelligence and scholastic achievement in Australian adolescents. Aust J Psychol 60(1):10-17.
    • (2008) Aust J Psychol , vol.60 , Issue.1 , pp. 10-17
    • Downey, L.A.1    Mountstephen, J.2    Lloyd, J.3    Hansen, K.4    Stough, C.5
  • 23
    • 79952508329 scopus 로고    scopus 로고
    • Trait emotional intelligence influences on academic achievement and school behaviour
    • Mavroveli S, Sánchez-Ruiz MJ (2011) Trait emotional intelligence influences on academic achievement and school behaviour. Br J Educ Psychol 81(Pt 1):112-134.
    • (2011) Br J Educ Psychol , vol.81 , pp. 112-134
    • Mavroveli, S.1    Sánchez-Ruiz, M.J.2
  • 24
    • 4944254552 scopus 로고    scopus 로고
    • Academic achievement in high school: Does emotional intelligence matter?
    • Parker JDA, et al. (2004) Academic achievement in high school: Does emotional intelligence matter? Pers Individ Dif 37(7):1321-1330.
    • (2004) Pers Individ Dif , vol.37 , Issue.7 , pp. 1321-1330
    • Parker, J.D.A.1
  • 25
    • 84869484994 scopus 로고    scopus 로고
    • The influence of emotional intelligence on academic progress and achievement in UK university students
    • Pope D, Roper C, Qualter P (2012) The influence of emotional intelligence on academic progress and achievement in UK university students. Assess Eval High Educ 37(8):907-918.
    • (2012) Assess Eval High Educ , vol.37 , Issue.8 , pp. 907-918
    • Pope, D.1    Roper, C.2    Qualter, P.3
  • 26
    • 84897937078 scopus 로고    scopus 로고
    • Achievement-relevant personality: Relations with the Big Five and validation of an efficient instrument
    • Briley DA, Domiteaux M, Tucker-Drob EM (2014) Achievement-relevant personality: Relations with the Big Five and validation of an efficient instrument. Learn Individ Differ 32:26-39.
    • (2014) Learn Individ Differ , vol.32 , pp. 26-39
    • Briley, D.A.1    Domiteaux, M.2    Tucker-Drob, E.M.3
  • 27
    • 33751514073 scopus 로고    scopus 로고
    • Personality and intelligence as predictors of academic achievement: A cross-sectional study from elementary to secondary school
    • Laidra K, Pullmann H, Allik J (2007) Personality and intelligence as predictors of academic achievement: A cross-sectional study from elementary to secondary school. Pers Individ Dif 42(3):441-451.
    • (2007) Pers Individ Dif , vol.42 , Issue.3 , pp. 441-451
    • Laidra, K.1    Pullmann, H.2    Allik, J.3
  • 28
    • 84881614145 scopus 로고    scopus 로고
    • Noncognitive predictors of intelligence and academic achievement: An important role of confidence
    • Stankov L (2013) Noncognitive predictors of intelligence and academic achievement: An important role of confidence. Pers Individ Dif 55(7):727-732.
    • (2013) Pers Individ Dif , vol.55 , Issue.7 , pp. 727-732
    • Stankov, L.1
  • 30
    • 80255130619 scopus 로고    scopus 로고
    • The role of positive psychology constructs in predicting mental health and academic achievement in children and adolescents: A two-year longitudinal study
    • Marques SC, Pais-Ribeiro JL, Lopez SJ (2011) The role of positive psychology constructs in predicting mental health and academic achievement in children and adolescents: A two-year longitudinal study. J Happiness Stud 12(6):1049-1062.
    • (2011) J Happiness Stud , vol.12 , Issue.6 , pp. 1049-1062
    • Marques, S.C.1    Pais-Ribeiro, J.L.2    Lopez, S.J.3
  • 31
    • 78951475677 scopus 로고    scopus 로고
    • Achievement goal theory at the crossroads: Old controversies, current challenges, and new directions
    • Senko C, Hulleman CS, Harackiewicz JM (2011) Achievement goal theory at the crossroads: Old controversies, current challenges, and new directions. Educ Psychol 46(1):26-47.
    • (2011) Educ Psychol , vol.46 , Issue.1 , pp. 26-47
    • Senko, C.1    Hulleman, C.S.2    Harackiewicz, J.M.3
  • 32
    • 83755206320 scopus 로고    scopus 로고
    • The hungry mind: Intellectual curiosity is the third pillar of academic performance
    • von Stumm S, Hell B, Chamorro-Premuzic T (2011) The hungry mind: Intellectual curiosity is the third pillar of academic performance. Perspect Psychol Sci 6(6):574-588.
    • (2011) Perspect Psychol Sci , vol.6 , Issue.6 , pp. 574-588
    • Von Stumm, S.1    Hell, B.2    Chamorro-Premuzic, T.3
  • 33
    • 33847362660 scopus 로고    scopus 로고
    • Implicit theories of intelligence predict achievement across an adolescent transition: A longitudinal study and an intervention
    • Blackwell LS, Trzesniewski KH, Dweck CS (2007) Implicit theories of intelligence predict achievement across an adolescent transition: A longitudinal study and an intervention. Child Dev 78(1):246-263.
    • (2007) Child Dev , vol.78 , Issue.1 , pp. 246-263
    • Blackwell, L.S.1    Trzesniewski, K.H.2    Dweck, C.S.3
  • 34
    • 0039468446 scopus 로고
    • Self-motivation for academic attainment: The role of self-efficacy beliefs and personal goal setting
    • Zimmerman BJ, Bandura A, Martinez-Pons M (1992) Self-motivation for academic attainment: The role of self-efficacy beliefs and personal goal setting. Am Educ Res J 29(3):663-676.
    • (1992) Am Educ Res J , vol.29 , Issue.3 , pp. 663-676
    • Zimmerman, B.J.1    Bandura, A.2    Martinez-Pons, M.3
  • 35
    • 0026461929 scopus 로고
    • Externalizing behavior problems and academic underachievement in childhood and adolescence: Causal relationships and underlying mechanisms
    • Hinshaw SP (1992) Externalizing behavior problems and academic underachievement in childhood and adolescence: Causal relationships and underlying mechanisms. Psychol Bull 111(1):127-155.
    • (1992) Psychol Bull , vol.111 , Issue.1 , pp. 127-155
    • Hinshaw, S.P.1
  • 36
    • 84857090147 scopus 로고    scopus 로고
    • Childhood trajectories of inattention and hyperactivity and prediction of educational attainment in early adulthood: A 16-year longitudinal population-based study
    • Pingault J-B, et al. (2011) Childhood trajectories of inattention and hyperactivity and prediction of educational attainment in early adulthood: A 16-year longitudinal population-based study. Am J Psychiatry 168(11):1164-1170.
    • (2011) Am J Psychiatry , vol.168 , Issue.11 , pp. 1164-1170
    • Pingault, J.-B.1
  • 37
    • 84884504538 scopus 로고    scopus 로고
    • Adolescent health and high school dropout: A prospective cohort study of 9000 Norwegian adolescents (the Young-HUNT)
    • De Ridder KAA, et al. (2013) Adolescent health and high school dropout: A prospective cohort study of 9000 Norwegian adolescents (the Young-HUNT). PLoS ONE 8(9):e74954.
    • (2013) PLoS ONE , vol.8 , Issue.9 , pp. e74954
    • De Ridder, K.A.A.1
  • 38
    • 65649115080 scopus 로고    scopus 로고
    • Parental involvement in middle school: A meta-analytic assessment of the strategies that promote achievement
    • Hill NE, Tyson DF (2009) Parental involvement in middle school: A meta-analytic assessment of the strategies that promote achievement. Dev Psychol 45(3):740-763.
    • (2009) Dev Psychol , vol.45 , Issue.3 , pp. 740-763
    • Hill, N.E.1    Tyson, D.F.2
  • 39
    • 0035511196 scopus 로고    scopus 로고
    • Relations of middle school students' perceptions of family and school contexts with academic achievement
    • Marchant GJ, Paulson SE, Rothlisberg BA (2001) Relations of middle school students' perceptions of family and school contexts with academic achievement. Psychol Sch 38(6):505-519.
    • (2001) Psychol Sch , vol.38 , Issue.6 , pp. 505-519
    • Marchant, G.J.1    Paulson, S.E.2    Rothlisberg, B.A.3
  • 40
    • 51249109257 scopus 로고    scopus 로고
    • Cognitive ability, personality, and academic performance in adolescence
    • Leeson P, Ciarrochi J, Heaven PCL (2008) Cognitive ability, personality, and academic performance in adolescence. Pers Individ Dif 45(7):630-635.
    • (2008) Pers Individ Dif , vol.45 , Issue.7 , pp. 630-635
    • Leeson, P.1    Ciarrochi, J.2    Heaven, P.C.L.3
  • 41
    • 35648966137 scopus 로고    scopus 로고
    • Predicting intra-individual academic achievement trajectories of adolescents nested in class environment: Influence of motivation, implicit theory of intelligence, self-esteem and parenting
    • Roskam I, Nils F (2007) Predicting intra-individual academic achievement trajectories of adolescents nested in class environment: Influence of motivation, implicit theory of intelligence, self-esteem and parenting. Psychol Belg 47(1):119-143.
    • (2007) Psychol Belg , vol.47 , Issue.1 , pp. 119-143
    • Roskam, I.1    Nils, F.2
  • 42
    • 84897725530 scopus 로고    scopus 로고
    • A general theoretical integrative model of individual differences in interests, abilities, personality traits, and academic and occupational achievement: A commentary on four recent articles
    • Schmidt FL (2014) A general theoretical integrative model of individual differences in interests, abilities, personality traits, and academic and occupational achievement: A commentary on four recent articles. Perspect Psychol Sci 9(2):211-218.
    • (2014) Perspect Psychol Sci , vol.9 , Issue.2 , pp. 211-218
    • Schmidt, F.L.1
  • 43
    • 0036912661 scopus 로고    scopus 로고
    • Heritability of educational achievement in 12-year-olds and the overlap with cognitive ability
    • Bartels M, Rietveld MJH, Van Baal GCM, Boomsma DI (2002) Heritability of educational achievement in 12-year-olds and the overlap with cognitive ability. Twin Res 5(6):544-553.
    • (2002) Twin Res , vol.5 , Issue.6 , pp. 544-553
    • Bartels, M.1    Rietveld, M.J.H.2    Van Baal, G.C.M.3    Boomsma, D.I.4
  • 44
    • 84866532916 scopus 로고    scopus 로고
    • Multivariate genetic analyses of cognition and academic achievement from two population samples of 174,000 and 166,000 school children
    • Calvin CM, et al. (2012) Multivariate genetic analyses of cognition and academic achievement from two population samples of 174,000 and 166,000 school children. Behav Genet 42(5):699-710.
    • (2012) Behav Genet , vol.42 , Issue.5 , pp. 699-710
    • Calvin, C.M.1
  • 45
    • 68749087055 scopus 로고    scopus 로고
    • Genetic and environmental transactions underlying educational attainment
    • Johnson W, Deary IJ, Iacono WG (2009) Genetic and environmental transactions underlying educational attainment. Intelligence 37(5):466-478.
    • (2009) Intelligence , vol.37 , Issue.5 , pp. 466-478
    • Johnson, W.1    Deary, I.J.2    Iacono, W.G.3
  • 46
    • 36049033420 scopus 로고    scopus 로고
    • The genetic and environmental origins of learning abilities and disabilities in the early school years
    • Kovas Y, Haworth CMA, Dale PS, Plomin R (2007) The genetic and environmental origins of learning abilities and disabilities in the early school years. Monogr Soc Res Child Dev 72(3):vii, 1-144.
    • (2007) Monogr Soc Res Child Dev , vol.72 , Issue.3
    • Kovas, Y.1    Haworth, C.M.A.2    Dale, P.S.3    Plomin, R.4
  • 47
    • 0043229113 scopus 로고    scopus 로고
    • Intelligence and achievement: A behavioral genetic perspective
    • Petrill SA, Wilkerson B (2000) Intelligence and achievement: A behavioral genetic perspective. Educ Psychol Rev 12(2):185-199.
    • (2000) Educ Psychol Rev , vol.12 , Issue.2 , pp. 185-199
    • Petrill, S.A.1    Wilkerson, B.2
  • 48
    • 84995106443 scopus 로고
    • Associations between cognitive abilities and scholastic achievement: Genetic overlap but environmental differences
    • Thompson LA, Detterman DK, Plomin R (1991) Associations between cognitive abilities and scholastic achievement: Genetic overlap but environmental differences. Psychol Sci 2(3):158-165.
    • (1991) Psychol Sci , vol.2 , Issue.3 , pp. 158-165
    • Thompson, L.A.1    Detterman, D.K.2    Plomin, R.3
  • 49
    • 0028951224 scopus 로고
    • Cognitive ability and academic achievement in the Colorado Adoption Project: A multivariate genetic analysis of parent-offspring and sibling data
    • Wadsworth SJ, DeFries JC, Fulker DW, Plomin R (1995) Cognitive ability and academic achievement in the Colorado Adoption Project: A multivariate genetic analysis of parent-offspring and sibling data. Behav Genet 25(1):1-15.
    • (1995) Behav Genet , vol.25 , Issue.1 , pp. 1-15
    • Wadsworth, S.J.1    DeFries, J.C.2    Fulker, D.W.3    Plomin, R.4
  • 50
    • 16244393700 scopus 로고    scopus 로고
    • The genetic basis of academic achievement on the Queensland Core Skills Test and its shared genetic variance with IQ
    • Wainwright MA, Wright MJ, Geffen GM, Luciano M, Martin NG (2005) The genetic basis of academic achievement on the Queensland Core Skills Test and its shared genetic variance with IQ. Behav Genet 35(2):133-145.
    • (2005) Behav Genet , vol.35 , Issue.2 , pp. 133-145
    • Wainwright, M.A.1    Wright, M.J.2    Geffen, G.M.3    Luciano, M.4    Martin, N.G.5
  • 51
    • 66649104550 scopus 로고    scopus 로고
    • More than just IQ: School achievement is predicted by self-perceived abilities - But for genetic rather than environmental reasons
    • Greven CU, Harlaar N, Kovas Y, Chamorro-Premuzic T, Plomin R (2009) More than just IQ: school achievement is predicted by self-perceived abilities - but for genetic rather than environmental reasons. Psychol Sci 20(6):753-762.
    • (2009) Psychol Sci , vol.20 , Issue.6 , pp. 753-762
    • Greven, C.U.1    Harlaar, N.2    Kovas, Y.3    Chamorro-Premuzic, T.4    Plomin, R.5
  • 52
    • 84862306062 scopus 로고    scopus 로고
    • The prediction of school achievement from a behavior genetic perspective: Results from the German twin study on Cognitive Ability, Self-Reported Motivation, and School Achievement (CoSMoS)
    • Gottschling J, Spengler M, Spinath B, Spinath FM (2012) The prediction of school achievement from a behavior genetic perspective: Results from the German twin study on Cognitive Ability, Self-Reported Motivation, and School Achievement (CoSMoS). Pers Individ Dif 53(4):381-386.
    • (2012) Pers Individ Dif , vol.53 , Issue.4 , pp. 381-386
    • Gottschling, J.1    Spengler, M.2    Spinath, B.3    Spinath, F.M.4
  • 53
    • 51349162629 scopus 로고    scopus 로고
    • The nature and nurture of intelligence and motivation in the origins of sex differences in elementary school achievement
    • Spinath FM, Spinath B, Plomin R (2008) The nature and nurture of intelligence and motivation in the origins of sex differences in elementary school achievement. Eur J Pers 22(3):211-229.
    • (2008) Eur J Pers , vol.22 , Issue.3 , pp. 211-229
    • Spinath, F.M.1    Spinath, B.2    Plomin, R.3
  • 54
    • 51349100375 scopus 로고    scopus 로고
    • Moderating effects of personality on the genetic and environmental influences of school grades helps to explain sex differences in scholastic achievement
    • Hicks BM, Johnson W, Iacono WG, McGue M (2008) Moderating effects of personality on the genetic and environmental influences of school grades helps to explain sex differences in scholastic achievement. Eur J Pers 22(3):247-268.
    • (2008) Eur J Pers , vol.22 , Issue.3 , pp. 247-268
    • Hicks, B.M.1    Johnson, W.2    Iacono, W.G.3    McGue, M.4
  • 55
    • 26444493582 scopus 로고    scopus 로고
    • Disruptive behavior and school grades: Genetic and environmental relations in 11-year-olds
    • Johnson W, McGue M, Iacono WG (2005) Disruptive behavior and school grades: Genetic and environmental relations in 11-year-olds. J Educ Psychol 97(3):391-405.
    • (2005) J Educ Psychol , vol.97 , Issue.3 , pp. 391-405
    • Johnson, W.1    McGue, M.2    Iacono, W.G.3
  • 56
    • 84891076805 scopus 로고    scopus 로고
    • Genetic and environmental influences on the co-occurrence of early academic achievement and externalizing behavior
    • Newsome J, Boisvert D, Wright JP (2014) Genetic and environmental influences on the co-occurrence of early academic achievement and externalizing behavior. J Crim Justice 42(1):45-53.
    • (2014) J Crim Justice , vol.42 , Issue.1 , pp. 45-53
    • Newsome, J.1    Boisvert, D.2    Wright, J.P.3
  • 58
    • 34248641404 scopus 로고    scopus 로고
    • Why are hyperactivity and academic achievement related?
    • Saudino KJ, Plomin R (2007) Why are hyperactivity and academic achievement related? Child Dev 78(3):972-986.
    • (2007) Child Dev , vol.78 , Issue.3 , pp. 972-986
    • Saudino, K.J.1    Plomin, R.2
  • 60
    • 84871928606 scopus 로고    scopus 로고
    • Understanding the science-learning environment: A genetically sensitive approach
    • Haworth CMA, et al. (2013) Understanding the science-learning environment: A genetically sensitive approach. Learn Individ Differ 23:145-150.
    • (2013) Learn Individ Differ , vol.23 , pp. 145-150
    • Haworth, C.M.A.1
  • 61
    • 33746825070 scopus 로고    scopus 로고
    • Genetic and environmental influences on academic achievement trajectories during adolescence
    • Johnson W, McGue M, Iacono WG (2006) Genetic and environmental influences on academic achievement trajectories during adolescence. Dev Psychol 42(3):514-532.
    • (2006) Dev Psychol , vol.42 , Issue.3 , pp. 514-532
    • Johnson, W.1    McGue, M.2    Iacono, W.G.3
  • 62
    • 84873927503 scopus 로고    scopus 로고
    • Twins Early Development Study (TEDS): A genetically sensitive investigation of cognitive and behavioral development from childhood to young adulthood
    • Haworth CMA, Davis OSP, Plomin R (2013) Twins Early Development Study (TEDS): A genetically sensitive investigation of cognitive and behavioral development from childhood to young adulthood. Twin Res Hum Genet 16(1):117-125.
    • (2013) Twin Res Hum Genet , vol.16 , Issue.1 , pp. 117-125
    • Haworth, C.M.A.1    Davis, O.S.P.2    Plomin, R.3
  • 63
    • 84860700390 scopus 로고    scopus 로고
    • Reconsidering the heritability of intelligence in adulthood: Taking assortative mating and cultural transmission into account
    • Vinkhuyzen AA, van der Sluis S, Maes HH, Posthuma D (2012) Reconsidering the heritability of intelligence in adulthood: Taking assortative mating and cultural transmission into account. Behav Genet 42(2):187-198.
    • (2012) Behav Genet , vol.42 , Issue.2 , pp. 187-198
    • Vinkhuyzen, A.A.1    Van Der Sluis, S.2    Maes, H.H.3    Posthuma, D.4
  • 65
    • 0021807195 scopus 로고
    • Education policy and the heritability of educational attainment
    • Heath AC, et al. (1985) Education policy and the heritability of educational attainment. Nature 314(6013):734-736.
    • (1985) Nature , vol.314 , Issue.6013 , pp. 734-736
    • Heath, A.C.1
  • 66
    • 0033786480 scopus 로고    scopus 로고
    • Infant zygosity can be assigned by parental report questionnaire data
    • Price TS, et al. (2000) Infant zygosity can be assigned by parental report questionnaire data. Twin Res 3(3):129-133.
    • (2000) Twin Res , vol.3 , Issue.3 , pp. 129-133
    • Price, T.S.1
  • 67
    • 0021686432 scopus 로고
    • Adjustment of twin data for the effects of age and sex
    • McGue M, Bouchard TJ, Jr (1984) Adjustment of twin data for the effects of age and sex. Behav Genet 14(4):325-343.
    • (1984) Behav Genet , vol.14 , Issue.4 , pp. 325-343
    • McGue, M.1    Bouchard, T.J.2
  • 69
    • 21244500084 scopus 로고
    • On the sources of my book Moderne Algebra
    • Van Der Waerden BL (1975) On the sources of my book Moderne Algebra. Hist Math 2(1):31-40.
    • (1975) Hist Math , vol.2 , Issue.1 , pp. 31-40
    • Van Der Waerden, B.L.1
  • 70
    • 0036596190 scopus 로고    scopus 로고
    • Analytic approaches to twin data using structural equation models
    • Rijsdijk FV, Sham PC (2002) Analytic approaches to twin data using structural equation models. Brief Bioinform 3(2):119-133.
    • (2002) Brief Bioinform , vol.3 , Issue.2 , pp. 119-133
    • Rijsdijk, F.V.1    Sham, P.C.2
  • 71
    • 79954629131 scopus 로고    scopus 로고
    • OpenMx: An open source extended structural equation modeling framework
    • Boker S, et al. (2011) OpenMx: An open source extended structural equation modeling framework. Psychometrika 76(2):306-317.
    • (2011) Psychometrika , vol.76 , Issue.2 , pp. 306-317
    • Boker, S.1


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