Intelligence and school grades: A meta-analysis

Intelligence

Volumn 53, Issue , 2015, Pages 118-137

  Roth, Bettina ^a   Becker, Nicolas ^a   Romeyke, Sara ^a   Schäfer, Sarah ^a   Domnick, Florian ^a   Spinath, Frank M ^a  

^a SAARLAND UNIVERSITY   (Germany)

Author keywords

Intelligence; Meta analysis; School achievement; School grades

Indexed keywords

EID: 84944269608     PISSN: 01602896     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.intell.2015.09.002     Document Type: Article

References (203)

1. Adkins D.C. The efficiency of certain intelligence tests in predicting scholarship scores. Journal of Educational Psychology 1937, 28(2):129-134.
2. Agnoli S., Mancini G., Pozzoli T., Baldaro B., Russo P.M., Surcinelli P. The interaction between emotional intelligence and cognitive ability in predicting scholastic performance in school-aged children. Personality and Individual Differences 2012, 53(5):660-665.
3. Al-Ghamri, S. J. (2012). A Study in the relationship of mental ability with age, sex, and school achievement of secondary school students in the Republic of Yemen (Unpublished Doctoral Dissertation). University of Pune, Pune.
4. Allana, G. (2010). Is academic excellence in school children based on IQ: A review of private schools in Dubai regarding the gifted and talented (Unpublished Doctoral Dissertation). British University, Dubai.
5. Almquist Y. Social isolation in the classroom and adult health: A longitudinal study of a 1953 cohort. Advances in Life Course Research 2011, 16(1):1-12.
6. Ames V. Factors related to high-school achievement. Journal of Educational Psychology 1943, 34(4):229-236.
7. Arthur W., Bennett W., Huffcutt A.I. Conducting meta-analysis using SAS 2001, Lawrence Earlbaum Associates, Mahwah, NJ.
8. Aswal G.S. Intelligence as a correlate of achievement in mathematics across different levels of SES. Psycholingua 2001, 31(2):127-130.
9. Axelsson G.B. Mathematical identity in women: The concept, its components and relationship to educative ability, achievement and family support. International Journal of Lifelong Education 2009, 28(3):383-406.
10. Barton K., Dielman T.E., Cattell R.B. The prediction of school grades from personality and IQ measures. Personality 1971, 2(4):325-333.
11. Batey M., Furnham A. Creativity, intelligence, and personality: A critical review of the scattered literature. Genetic, Social, and General Psychology Monographs 2006, 132(4):355-429.
12. Beckett C., Castle J., Rutter M., Sonuga-Barke E.J. Institutional deprivation, specific cognitive functions, and scholastic achievement: English and Romanian Adoptee (ERA) study findings. Monographs of the Society for Research in Child Development 2010, 75(1):125-142.
13. Bennett G.K., Seashore H.G., Wesman A.G. Differential aptitude tests 1947, Psychological Corporation, New York.
14. Bipp T., Steinmayr R., Spinath B. A functional look at goal orientations: Their role for self-estimates of intelligence and performance. Learning and Individual Differences 2012, 22(3):280-289.
15. Blöschl L. BTS, HAWIK, und schulisches Arbeitsverhalten. Diagnostica 1966, 12:47-52.
16. Blue, L. (2009). An investigation into the relationship between cognitive ability, standardized achievement, and grades in middle school (Unpublished doctoral dissertation). Temple University, Philadelphia.
17. Bose U. Scholastic achievement and its correlates. Psychological Research Journal 1982, 6(1):33-38.
18. Bouffard T., Vezeau C., Roy M., Lengelé A. Stability of biases in self-evaluation and relations to well-being among elementary school children. International Journal of Educational Research 2011, 50(4):221-229.
19. Boulanger F.D. Ability and science learning: A quantitative synthesis. Journal of Research in Science Teaching 1981, 18:113-121.
20. Boulon-Díaz F. The effects of intelligence, social class, early development and pre-school experience on school achievement of Puerto Rican children. Paper presented at the Annual Convention of the American Psychological Association, Washington, DC 1992, August.
21. Bowers, J. E. (1966). A study of the relationships among measures of productive thinking intelligence, and ninth-grade achievement (Unpublished doctoral dissertation). University of Minnesota, Minneapolis.
22. Brickenkamp Handbuch psychologischer und pädagogischer Tests, Band 1 2002, Hogrefe, Göttingen. 3rd ed. E. Brähler, H. Holling, D. Leutner, F. Petermann (Eds.).
23. Bratko D., Chamorro-Premuzic T., Saks Z. Personality and school performance: Incremental validity of self- and peer-ratings over intelligence. Personality and Individual Differences 2006, 41(1):131-142.
24. Handbuch psychologischer und pädagogischer Tests 1997, Hogrefe, Göttingen. 2nd ed. R. Brickenkamp (Ed.).
25. Brody N. Intelligence 1992, Academic Press, San Diego, CA. 2nd ed.
26. Brucks, C. A. (1978). Über die Beziehungen zwischen Anspruchsniveau, Intelligenz und Schulleistung (unter Berücksichtigung der Stabilität und der Generalität des Anspruchsniveaus; unpublished doctoral dissertation). Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen-Nürnberg.
27. Brunner, M. (2006). Mathematische Schülerleistung: Struktur, Schulform-unterschiede und Validität (unpublished doctoral dissertation). Humboldt-Universität, Berlin.
28. Burgert R.H. The relation of school marks to intelligence in secondary schools. Journal of Applied Psychology 1937, 19(5):606-614.
29. Calvin C.M., Fernandes C., Smith P., Visscher P.M., Deary I.J. Sex, intelligence and educational achievement in a national cohort of over 175,000 11-year-old schoolchildren in England. Intelligence 2010, 38(4):424-432.
30. Carter H.D. Improving the prediction of school achievement by the use of the California Study Methods Survey. Education Administration & Supervision 1959, 45:255-260.
31. Chamorro-Premuzic T., Furnham A. Personality and intellectual competence 2005, Lawrence Erlbaum Associates, Mahwah, New Jersey.
32. Chamorro-Premuzic T., Quiroga M.A., Colom R. Intellectual competence and academic performance: A Spanish study. Learning and Individual Differences 2009, 19(4):486-491.
33. Cocking W.D., Holy T.C. Relation of intelligence scores to highschool and university marks. Educational Research Bulletin 1927, 6:383-384.
34. Colom R., Flores-Mendoza C.E. Intelligence predicts scholastic achievement irrespective of SES factors: Evidence from Brasil. Intelligence 2007, 35:243-251.
35. Cooper M. Factor analysis of measures of aptitude, intelligence, personality, and performance in high school subjects. The Journal of Experimental Education 1974, 42(3):7-10.
36. Craig, H. M. (1988). The relationship of motives, subjective perceptions, occupational aspirations and cognitive ability to career salience and scholastic achievement for eighth-grade and tenth-grade students (unpublished doctoral dissertation). State University of New York, Buffalo.
37. Daley T.C., Whaley S.E., Sigman M.D., Guthrie D., Neumann C.G., Bwibo N. Background and classroom correlates of child achievement, cognitive, and behavioural outcomes in rural Kenyan schoolchildren. International Journal of Behavioral Development 2005, 29(5):399-408.
38. Dash U.N., Mohanty M., Kar B.C. Mental capacity and cognitive functioning: Relationship with school achievement. Indian Journal of Current Psychological Research 1989, 4(2):103-110.
39. Day L., Hanson K., Maltby J., Proctor C., Wood A. Hope uniquely predicts objective academic achievement above intelligence, personality, and previous academic achievement. Journal of Research in Personality 2010, 44(4):550-553.
40. Deary I.J., Strand S., Smith P., Fernandes C. Intelligence and educational achievement. Intelligence 2007, 35:13-21.
41. Di Fabio A., Palazzeschi L. An in-depth look at scholastic success: Fluid intelligence, personality traits or emotional intelligence?. Personality and Individual Differences 2009, 46(5):581-585.
42. Dodonova Y.A., Dodonov Y.S. Processing speed and intelligence as predictors of school achievement: Mediation or unique contribution?. Intelligence 2012, 40(2):163-171.
43. Downey L.A., Lomas J., Billings C., Hansen K., Stough C. Scholastic success: Fluid intelligence, personality, and emotional intelligence. Canadian Journal of School Psychology 2013, 29(1):40-53.
44. Dresel M., Fasching M., Steuer G., Berner V.D. The role and the interplay of classroom goal structures, individual motivation and general intelligence for (excellent) school achievement in elementary school classrooms. Talent Development & Excellence 2010, 2(1):63-81.
45. Duckworth A.L., Quinn P.D., Tsukayama E. What "No child left behind" leaves behind: The roles of IQ and self-control in predicting standardized achievement test scores and report card grades. Journal of Educational Psychology 2012, 104(2):439-451.
46. Duval S., Tweedie R. Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics 2000, 56:455-463.
47. Edds J.H., McCall W.M. Predicting the scholastic success of college freshmen. Journal of Educational Research 1933, 27:127-130.
48. Edminston R.W., Rhoades B.J. Predicting achievement. Journal of Educational Research 1959, 52:177-180.
49. Falch T., Sandgren Massih S. The effect of education on cognitive ability. Economic Inquiry 2011, 49(3):838-856.
50. Fischbach A., Baudson T.G., Preckel F., Martin R., Brunner M. Do teacher judgments of student intelligence predict life outcomes?. Learning and Individual Differences 2013, 27:109-119.
51. Fischer F., Schult J., Hell B. Sex differences in secondary school success: why female students perform better. European Journal of Psychology of Education 2013, 28(2):529-543.
52. Fleming M.L., Malone M.R. The relationship of student characteristics and student performance in science as viewed by metaanalysis research. Journal of Research in Science Teaching 1983, 20:481-495.
53. Flere S., Krajnc M.T., Klanjšek R., Musil B., Kirbiš A. Cultural capital and intellectual ability as predictors of scholastic achievement: A study of Slovenian secondary school students. British Journal of Sociology of Education 2010, 31(1):47-58.
54. Frandsen A.N. The Wechsler-Bellevue intelligence scale and high school achievement. Journal of Applied Psychology 1950, 34(6):406-411.
55. Freudenthaler H.H., Spinath B., Neubauer A.C. Predicting school achievement in boys and girls. European Journal of Personality 2008, 22(3):231-245.
56. Freund P.A., Holling H. Retest effects in matrix test performance: Differential impact of predictors at different hierarchy levels in an educational setting. Learning and Individual Differences 2011, 21(5):597-601.
57. Freund P.A., Holling H., Preckel F. A multivariate, multilevel analysis of the relationship between cognitive abilities and scholastic achievement. Journal of Individual Differences 2007, 28(4):188-197.
58. Friedhoff W.H. Relationships among various measures of socio-economic status, social class identification, intelligence, and school achievement. Dissertation Abstracts 1955, 15.
59. Furnham A., Monsen J. Personality traits and intelligence predict academic school grades. Learning and Individual Differences 2009, 19(1):28-33.
60. Furnham A., Monsen J., Ahmetoglu G. Typical intellectual engagement, Big Five personality traits, approaches to learning and cognitive ability predictors of academic performance. British Journal of Educational Psychology 2009, 79(4):769-782.
61. Gaedike A.-K. Determinanten der Schulleistung. Leistungsbeurteilung in der Schule 1974, 46-93. Quelle & Meyer, Heidelberg. K. Heller (Ed.).
62. Gagné F., St.Père F. When IQ is controlled, does motivation still predict achievement?. Intelligence 2002, 30(1):71-100.
63. Gale C. Height and intelligence. International Journal of Epidemiology 2005, 34(3):678-679.
64. Ghosh S.N. Prediction of scholastic achievement through the selection tests used in a Calcutta school. Indian Journal of Psychology 1960, 35:55-62.
65. Gilles P.-Y., Bailleux C. Personality traits and abilities as predictors of academic achievement. European Journal of Psychology of Education 2001, 16(1):3-15.
66. Glass G.V. Integrating findings: the meta-analysis of research. Review of Research in Education 1977, 5:351-379.
67. Glass G.V., McGaw B., Smith M.L. Meta-analysis in social research 1981, Sage, Beverly Hills, CA.
68. Gottfredson L.S. g: Highly general and highly practical. The general factor of intelligence: How general is it? 2002, 331-380. Lawrence Erlbaum Associates, Mahwah, New Jersey. R.J. Sternberg, E.L. Grigorenko (Eds.).
69. Gralewski J., Karwowski M. Creativity and school grades: A case from Poland. Thinking Skills and Creativity 2012, 7(3):198-208.
70. Gustafsson J.E., Undheim J.O. Individual differences in cognitive functions. Handbook of educational psychology 1996, 186-242. Prentice Hall International, New York. D.C. Berliner, R.C. Calfee (Eds.).
71. Hartlage L.C., Steele C.T. WISC and WISC-R correlates of academic achievement. Psychology in the Schools 1977, 14(1):15-18.
72. Hartson L.D. Relative value of school marks and intelligence tests as bases for rating secondary schools. School & Society 1939, 49:354-356.
73. Haugwitz M., Nesbit J.C., Sandmann A. Cognitive ability and the instructional efficacy of collaborative concept mapping. Learning and Individual Differences 2010, 20(5):536-543.
74. Hauser R.M., Palloni A. Why do intelligent people live longer 2010, University of Wisconsin-Madison: Center for Demography and Ecology.
75. Health and Psychosocial Instruments. Retrieved from . Access on 7/24/2015. https://www.ebscohost.com/academic/health-and-psychosocial-instruments-hapi.
76. Heaven P.C., Ciarrochi J. When IQ is not everything: Intelligence, personality and academic performance at school. Personality and Individual Differences 2012, 53(4):518-522.
77. Hedges L.V., Olkin I. Statistical methods for meta-analysis 1985, Academic Press, Orlando, FL.
78. Hedges L.V., Vevea J.L. Fixed-and random-effects models in meta-analysis. Psychological Methods 1998, 3(4):486.
79. Hinkelman E.A. Relationship of intelligence to elementary school achievement. Education Administration & Supervision 1955, 41:176-179.
80. Hintsanen M., Alatupa S., Jokela M., Lipsanen J., Hintsa T., Leino M. Associations of temperament traits and mathematics grades in adolescents are dependent on the rater but independent of motivation and cognitive ability. Learning and Individual Differences 2012, 22(4):490-497.
81. Hofer M., Kuhnle C., Kilian B., Fries S. Cognitive ability and personality variables as predictors of school grades and test scores in adolescents. Learning and Instruction 2012, 22(5):368-375.
82. Hogrefe Testzentrale. Retrieved from . Access on 7/24/2015. http://www.testzentrale.de.
83. Hunter J.E., Schmidt F.L. Fixed effects vs. random effects meta-analysis models: implications for cumulative research knowledge. International Journal of Selection and Assessment 2002, 8(4):275-292.
84. Hunter J.E., Schmidt F.L. Methods of meta-analysis. correcting error and bias in research findings 2004, Sage, Thousand Oaks, CA. 2nd ed.
85. Irwin M., Engle P.L., Yarbrough C., Klein R.E., Townsend J. The relationship of prior ability and family characteristics to school attendance and school achievement in rural Guatemala. Child Development 1978, 49:415-427.
86. Jensen A.R. The g factor: The science of mental ability 1998, Praeger, Westport, CT.
87. Johnson D.L., McGowan R.J. Comparison of three intelligence tests as predictors of academic achievement and classroom behaviors of Mexican-American children. Journal of Psychoeducational Assessment 1984, 2(4):345-352.
88. Johnson, J. O. (1967). The relationship between science achievement and selected student characteristics (unpublished doctoral dissertation). University of Minnesota, Minneapolis.
89. Johnson W., Deary I.J., Iacono W.G. Genetic and environmental transactions underlying educational attainment. Intelligence 2009, 37(5):466-478.
90. Jordan A.M. Correlations of four intelligence tests with grades. Journal of Educational Psychology 1922, 13(7):419-429.
91. Kanderian, S. S. (1970). Study of the relationship between school achievement and measures of intelligence and creativity for students in Iraq (unpublished doctoral dissertation). University of Southern California, Los Angeles.
92. Karbach J., Gottschling J., Spengler M., Hegewald K., Spinath F.M. Parental involvement and general cognitive ability as predictors of domain-specific academic achievement in early adolescence. Learning and Instruction 2013, 23:43-51.
93. Kaufman S.B., DeYoung C.G., Gray J.R., Jiménez L., Brown J., Mackintosh N. Implicit learning as an ability. Cognition 2010, 116(3):321-340.
94. Keehn J.D., Prothro E.T. Nonverbal tests as predictors of academic success in Lebanon. Educational and Psychological Measurement 1955, 15:495-498.
95. Kersting M. Abitur ohne Hochschulreife. Forschung & Lehre 2015, March, 3:200-202.
96. Kessels U., Steinmayr R. Macho-man in school: Toward the role of gender role self-concepts and help seeking in school performance. Learning and Individual Differences 2013, 23:234-240.
97. Kirk S.A., McCarthy J.J., Kirk W.D. Illinois Test of psycholinguistic abilities 1974, University of Illinois Press, Urbana, IL.
98. Kleitman S., Moscrop T. Self-confidence and academic achievements in primary-school children: Their relationships and links to parental bonds, intelligence, age, and gender. Trends and prospects in metacognition research 2010, 293-326. Springer US, New York. A. Efklides, M. Plousia (Eds.).
99. Krumm S., Lipnevich A.A., Schmidt-Atzert L., Bühner M. Relational integration as a predictor of academic achievement. Learning and Individual Differences 2012, 22(6):759-769.
100. Kuncel N.R., Hezlett S.A., Ones D.S. Academic performance, career potential, creativity, and job performance: Can one construct predict them all?. Journal of Personality and Social Psychology 2004, 86:148-161.
101. Kundu R. An investigation in the prediction of school success. Indian Journal of Psychology 1962, 37(2):75-83.
102. Kundu R. An investigation into the relationship between abstract intelligence and attainments in different subjects of higher secondary course. Journal of Psychological Researches 1975, 19(2):71-75.
103. Kuusinen J., Leskinen E. Latent structure analysis of longitudinal data on relations between intellectual abilities and school achievement. Multivariate Behavioral Research 1988, 23(1):103-118.
104. Kwall D.S., Lackner F.M. Ability, sociometric and parent-child relationship variables in the prediction of elementary school achievement. Paper presented at the Annual Convention of the American Psychological Association, New York City 1966, September.
105. Kyttälä M., Lehto J.E. Some factors underlying mathematical performance: The role of visuospatial working memory and non-verbal intelligence. European Journal of Psychology of Education 2008, 23:77-94.
106. Laidra K., Pillmann H., Allik J. Personality and intelligence as predictors of academic achievement: A cross-sectional study from elementary to secondary school. Personality and Individual Differences 2007, 42:441-451.
107. Lemos G.C., Abad F.J., Almeida L.S., Colom R. Past and future academic experiences are related with present scholastic achievement when intelligence is controlled. Learning and Individual Differences 2014, 32:148-155.
108. Levpušček M.P., Zupančič M., Sočan G. Predicting achievement in mathematics in adolescent students. The role of individual and social factors. The Journal of Early Adolescence 2013, 33(4):523-551.
109. Light R.J., Pillemer D.B. Summing up: The science of reviewing research 1984, Harvard University Press, Cambridge, Massachusetts.
110. Lindgren H.C., De Almeida Guedes H. Social status, intelligence, and educational achievement among elementary and secondary students in Sao Paulo, Brazil. The Journal of Social Psychology 1963, 60(1):9-14.
111. Line W., Glen J.S. Some relationships between intelligence and achievement in the public school. Journal of Educational Research 1935, 28:582-588.
112. Lu L., Weber H.S., Spinath F.M., Shi J. Predicting school achievement from cognitive and non-cognitive variables in a Chinese sample of elementary school children. Intelligence 2011, 39(2):130-140.
113. Lubbers M.J., Van Der Werf M.P., Kuyper H., Hendriks A.A. Does homework behavior mediate the relation between personality and academic performance?. Learning and Individual Differences 2010, 20(3):203-208.
114. Marcus B. Kontraproduktives Verhalten im Betrieb 2000, Verlag für Angewandte Psychologie, Göttingen.
115. Marcus B., Wagner U., Poole A., Powell D.M., Carswell J. The relationship of GMA to counterproductive work behavior revisited. European Journal of Personality 2009, 23(6):489-507.
116. Matlin A.H., Mendelsohn F.A. The relationship between personality and achievement variables in the elementary school. Journal of Educational Research 1965, 58(10):457-459.
117. Matthews J.S., Marulis L.M., Williford A.P. Gender processes in school functioning and the mediating role of cognitive self-regulation. Journal of Applied Developmental Psychology 2014, 35(3):128-137.
118. Mayer R.E. Intelligence and education. Handbook of intelligence 2000, 519-533. Cambridge University Press, New York. R.J. Sternberg (Ed.).
119. Mayer R.W. A study of the STEP Reading, SCAT and WISC tests, and school grades. Reading Teacher 1958, 12:117-142.
120. McNatt D.B. Ancient Pygmalion joins contemporary management: A meta-analysis of the result. Journal of Applied Psychology 2000, 85:314-322.
121. Meili R., Aebi H.J., Heizmann M.-L., Schoefer E. Intelligence and scholastic achievements in high schools of German speaking Switzerland. Schweizerische Zeitschrift für Psychologie und ihre Anwendungen 1977, 36(2):77-99.
122. Mental Measurements Yearbooks. Retrieved from . Access on 7/24/2015. http://www.ebscohost.com/ACADEMIC/mental-measurements-yearbook.
123. Millikin J.L. Some correlates of test-wiseness among high school students. Dissertation Abstracts International 1976, 36(8-A):5155.
124. Moenikia M., Zahed-Babelan A. A study of simple and multiple relations between mathematics attitude, academic motivation and intelligence quotient with mathematics achievement. Procedia-Social and Behavioral Sciences 2010, 2(2):1537-1542.
125. Moore C.C. The elementary school mark. The Pedagogical Seminary and Journal of Genetic Psychology 1939, 54:285-294.
126. Mõttus R., Guljajev J., Allik J., Laidra K., Pullmann H. Longitudinal associations of cognitive ability, personality traits and school grades with antisocial behaviour. European Journal of Personality 2012, 26(1):56-62.
127. Myburgh C.P.H., Grobler R.C., Niehaus L. Predictors of scholastic achievement: IQ, self-concept, time concept, and background characteristics. South African Journal of Education 1999, 19(3):165-178.
128. Neisser U., Boodoo G., Bouchard T.J., Boykin A.W., Brody N., Ceci S.J., Urbina S. Intelligence, knowns, and unknowns. American Psychologist 1996, 51:77-101.
129. Neuenschwander M. Intelligenzverteilung in den Sekundarstufenniveaus des Kantons Basel-Land (BL). Psychologie und Erziehung 2013, 39(1):58-66.
130. Neuenschwander R., Röthlisberger M., Cimeli P., Roebers C.M. How do different aspects of self-regulation predict successful adaptation to school?. Journal of Experimental Child Psychology 2012, 113(3):353-371.
131. Nijenhuis J.t., Resing W., Tolboom E., Bleichrodt N. Short-term memory as an additional predictor of school achievement for immigrant children?. Intelligence 2004, 32(2):203-213.
132. Oates D.W. The relation of temperament and intelligence to scholastic ability. Forum of Education 1929, 7:171-185.
133. Orwin R.G. A fail-safe N for effect size. Journal of Educational Statistics 1983, 8:147-159.
134. Pearlman, K. (1982). The Bayesian approach to validity generalization: A systematic examination of the robustness of procedures and conclusions (unpublished doctoral dissertation). George Washington University, Washington.
135. Peterson J.B., Pihl R.O., Higgins D.M., Séguin J.R., Tremblay R.E. Neuropsychological performance, IQ, personality, and grades in a longitudinal grade-school male sample. Individual Differences Research 2003, 1(3):159-172.
136. Petrides K.V., Chamorro-Premuzic T., Frederickson N., Furnham A. Explaining individual differences in scholastic behaviour and achievement. British Journal of Educational Psychology 2005, 75(2):239-255.
137. Phillipson S., Phillipson S.N. Children's cognitive ability and their academic achievement: the mediation effects of parental expectations. Asia Pacific Education Review 2012, 13(3):495-508.
138. Powell C., Nettelbeck T. Intellectual curiosity may not incrementally predict academic success. Personality and Individual Differences 2014, 64:7-11.
139. Preckel F., Brüll M. The benefit of being a big fish in a big pond: Contrast and assimilation effects on academic self-concept. Learning and Individual Differences 2010, 20(5):522-531.
140. Preckel F., Götz T., Frenzel A. Ability grouping of gifted students: Effects on academic self-concept and boredom. British Journal of Educational Psychology 2010, 80(3):451-472.
141. Preckel F., Lipnevich A.A., Boehme K., Brandner L., Georgi K., Könen T., Roberts R.D. Morningness-eveningness and educational outcomes: the lark has an advantage over the owl at high school. British Journal of Educational Psychology 2013, 83(1):114-134.
142. Primi R., Ferrão M.E., Almeida L.S. Fluid intelligence as a predictor of learning: A longitudinal multilevel approach applied to math. Learning and Individual Differences 2010, 20:446-451.
143. Qualter P., Gardner K.J., Pope D.J., Hutchinson J.M., Whiteley H.E. Ability emotional intelligence, trait emotional intelligence, and academic success in British secondary schools: A 5year longitudinal study. Learning and Individual Differences 2012, 22(1):83-91.
144. R Core Team R: A language and environment for statistical computing 2015, R Foundation for Statistical Computing, Vienna, Austria, (URL http://www.R-project.org).
145. Rauh H. Schulleistung und Übertrittsempfehlung am Ende des 4. Schuljahres. Längsschnittliche empirische Analyse eines komplexen Bega- bungsurteils. Schüler- und Lehrerbeurteilung 1977, 15-64. Beltz, Weinheim. K. Ingenkamp (Ed.).
146. Rindermann H., Neubauer A.C. Informationsverarbeitungsge- schwindigkeit und Schulerfolg: Weisen basale Maße der Intelligenz prädiktive Validität auf?. Diagnostica 2000, 46(1):8-17.
147. Rindermann H., Neubauer A.C. Processing speed, intelligence, creativity, and school performance: Testing of causal hypotheses using structural equation models. Intelligence 2004, 32(6):573-589.
148. Rogers K.H. 'Intelligence' and 'perseveration' related to school achievement. Journal of Experimental Education 1933, 2:35-43.
149. Rojstaczer S., Healy C. Grading in American colleges and universities. Teachers College Record 2010, March, (Retrieved from http://www.tcrecord.org).
150. Rosander P., Bäckström M. The unique contribution of learning approaches to academic performance, after controlling for IQ and personality: Are there gender differences?. Learning and Individual Differences 2012, 22(6):820-826.
151. Rosander P., Bäckström M., Stenberg G. Personality traits and general intelligence as predictors of academic performance: A structural equation modelling approach. Learning and Individual Differences 2011, 21(5):590-596.
152. Sauer J. Prognose von Schulerfolg. Handwörterbuch Pädagogische Psychologie 2006, 584-595. Beltz PVU, Weinheim. D.H. Rost (Ed.).
153. Sauer J., Gamsjäger E. Ist Schulerfolg vorhersagbar? Die Determinanten der Grundschulleistung und ihr prognostischer Wert für den Sekundarschulerfolg 1996, Hogrefe, Göttingen.
154. Sauer J., Gattringer H. Zur Aufklärung der Schulleistung durch spezifische und gemeinsame Varianzanteile von Intelligenz und Motivation. Aspekte psychologischer Forschung. Festschrift zum 60. Geburtstag von Erwin Roth 1986, 237-257. Hogrefe, Göttingen. K. Daumenlang, J. Sauer (Eds.).
155. Scarr S., Caparlo B.K., Ferndman B.M., Tower R.B., Caplan J. Developmental status and school achievements of minority and non-minority children from birth to 18years in a British Midlands town. British Journal of Developmental Psychology 1983, 1(1):31-48.
156. Schaefer B.A., McDermott P.A. Learning behavior and intelligence as explanations for children's scholastic achievement. Journal of School Psychology 1999, 37(3):299-313.
157. Schellenberg E.G. Music and cognitive abilities. Current Directions in Psychological Science 2005, 14(6):317-320.
158. Schmidt F.L., Hunter J.E. Development of a general solution to the problem of validity generalization. Journal of Applied Psychology 1977, 62:529-540.
159. Schmidt F.L., Hunter J.E. Comparison of three meta-analysis methods revisited: An analysis of Johnson, Mullen, and Salas (1995). Journal of Applied Psychology 1999, 84:144-148.
160. Schmidt F.L., Le H. Hunter and Schmidt metaanalysis programs (Version 1.1) [Computer software] 2005, Department of Management and Organizations, University of Iowa, Iowa City, IA.
161. Schneider M., Grabner R.H., Paetsch J. Mental number line, number line estimation, and mathematical achievement: Their interrelations in grades 5 and 6. Journal of Educational Psychology 2009, 101(2):359-372.
162. Schult, J. (2013). Once upon a time in the test: Sex differences in the prediction of academic achievement and job performance (Unpublished doctoral dissertation). Universität Konstanz, Konstanz.
163. Schwinger M., Steinmayr R., Spinath B. How do motivational regulation strategies affect achievement: Mediated by effort management and moderated by intelligence. Learning and Individual Differences 2009, 19(4):621-627.
164. Seitz W. The relationship between personality characteristics of public school pupils, their scholastic achievements, and intelligence test performance. Zeitschrift für Experimentelle und Angewandte Psychologie 1971, 18(2):307-336.
165. Sharma A., Sharma P., Sharma D. Cognitive correlates of different academic subjects in school setting. International Journal of Psychological Studies 2011, 3(2):142-148.
166. Singh R., Varma S.K. The effect of academic aspiration and intelligence on scholastic success of XI graders. Indian Journal of Psychometry & Education 1995, 26(1):43-48.
167. Smith E., Hay P., Campbell L., Trollor J.N. A review of the association between obesity and cognitive function across the lifespan: implications for novel approaches to prevention and treatment. Obesity Reviews 2011, 12(9):740-755.
168. Sonnleitner P., Keller U., Martin R., Brunner M. Students' complex problem-solving abilities: Their structure and relations to reasoning ability and educational success. Intelligence 2013, 41(5):289-305.
169. Spinath B., Harald Freudenthaler H., Neubauer A.C. Domain-specific school achievement in boys and girls as predicted by intelligence, personality and motivation. Personality and Individual Differences 2010, 48(4):481-486.
170. Spinath F.M., Spinath B., Plomin R. The nature and nurture of intelligence and motivation in the origins of sex differences in elementary school achievement. European Journal of Personality 2008, 22(3):211-229.
171. St.John C.W. Educational achievement in relation to intelligence 1930, Harvard University Press, Oxford.
172. Steinkamp M.W., Maehr M.L. Affect, ability, and science achievement: A quantitative synthesis of correlational research. Review of Educational Research 1983, 53:369-396.
173. Steinmayr R., Spinath B. The importance of motivation as a predictor of school achievement. Learning and Individual Differences 2009, 19(1):80-90.
174. Steinmayr R., Meißner A. Zur Bedeutung der Intelligenz und des Fähigkeitsselbstkonzeptes bei der Vorhersage von Leistungstests und Noten in Mathematik. Zeitschrift für Pädagogische Psychologie 2013, 27(4):273-282.
175. Steinmayr R., Dinger F.C., Spinath B. Parents' education and children's achievement: the role of personality. European Journal of Personality 2010, 24(6):535-550.
176. Steinmayr R., Wirthwein L., Schöne C. Gender and numerical intelligence: Does motivation matter?. Learning and Individual Differences 2014, 32:140-147.
177. Stejskal C. Selecting pupils for secondary schools. Paper presented at the Conférence Internationale de Psychotechnique, Prague 1935.
178. Sternberg R.J., Grigorenko E.L., Bundy D.A. The predictive value of IQ. Merrill-Palmer Quarterly 2001, 47:1-41.
179. Süß H.-M. Prädiktive Validität der Intelligenz im schulischen und außerschulischen Bereich. Perspektiven der Intelligenzforschung 2001, 109-135. Pabst, Lengerich. E. Stern, J. Guthke (Eds.).
180. Svensson A. Relative achievement: School performance in relation to intelligence, sex and home Environment 1971, Almqvist & Wiksell, Oxford.
181. Taub G.E., Keith T.Z., Floyd R.G., Mcgrew K.S. Effects of general and broad cognitive abilities on mathematics achievement. School Psychology Quarterly 2008, 23:187-198.
182. Telles Da Silva B.T., Borges Osorio M.R., Salzano F.M. School achievement, intelligence, and personality in twins. Acta Geneticae Medicae et Gemellologiae 1975, 24:213-219.
183. Tent L. Zensuren. Handwörterbuch Pädagogische Psychologie 2006, 873-880. Beltz PVU, Weinheim. D.H. Rost (Ed.).
184. Tiedemann J., Faber G. Preschoolers' maternal support and cognitive competencies as predictors of elementary achievement. Journal of Educational Research 1992, 85(6):348-354.
185. Todt E. Untersuchungen zur Vorhersage von Schulnoten. Psychologische Forschung 1966, 29:32-51.
186. Trautwein U., Lüdtke O., Roberts B.W., Schnyder I., Niggli A. Different forces, same consequence: conscientiousness and competence beliefs are independent predictors of academic effort and achievement. Journal of Personality and Social Psychology 2009, 97(6):1115-1128.
187. Trost G., Bickel H. Studierfähigkeit und Studienerfolg 1979, Minerva Publikation, München.
188. Turney A.H. Factors other than intelligence that affect success in high school 1930, University of Minnesota Press, Oxford.
189. Valenzuela, A. M. (1971). The relationships between self-concept, intelligence, socio-economic status and school Achievement among Spanish-American children in OMAHA (unpublished diploma thesis). University of Nebraska, Omaha.
190. Viechtbauer W. Conducting meta-analyses in R with the metafor package. Journal of Statistical Software 2010, 36(3):1-48. (URL http://www.jstatsoft.org/v36/i03/).
191. Vecchione M., Alessandri G., Marsicano G. Academic motivation predicts educational attainment: Does gender make a difference?. Learning and Individual Differences 2014, 32:124-131.
192. Vock M., Preckel F., Holling H. Mental abilities and school achievement: A test of a mediation hypothesis. Intelligence 2011, 39(5):357-369.
193. Vrdoljak G., Velki T. Metacognition and intelligence as predictors of academic success. Hrvatski Časopis za Odgoj i Obrazovanje 2012, 14(4):799-815.
194. Watkins D., Astilla E. Relationship between field independence, intelligence, and school achievement for Filipino girls. Perceptual and Motor Skills 1980, 51(2):593-594.
195. Watterson D.G., Schuerger J.M., Melnyk G.I. The addition of personality measures to ability measures for predicting and understanding school achievement. Multivariate Experimental Clinical Research 1976, 2(3):113-122.
196. Weber H.S., Lu L., Shi J., Spinath F.M. The roles of cognitive and motivational predictors in explaining school achievement in elementary school. Learning and Individual Differences 2013, 25:85-92.
197. Wellman F.E. Differential prediction of high school achievement using single score and multiple factor tests of mental maturity. Personnel & Guidance Journal 1957, 35:512-517.
198. Whitener E.M. Confusion on confidence intervals and credibility intervals in meta-analysis. Journal of Applied Psychology 1990, 75:315-321.
199. Wright M.M., Parker J.L. The relationship of intelligence, self-concept and locus of control to school achievement for aboriginal and non-aboriginal children. Exceptional Child 1978, 25(3):167-179.
200. Xin Z., Zhang L. Cognitive holding power, fluid intelligence, and mathematical achievement as predictors of children's realistic problem solving. Learning and Individual Differences 2009, 19(1):124-129.
201. Zaunbauer A.M., Retelsdorf J., Möller J. Die Vorhersage von Englischleistungen am Anfang der Sekundarstufe. Zeitschrift für Entwicklungspsychologie und Pädagogische Psychologie 2009, 41(3):153-164.
202. Ziegler M., Knogler M., Bühner M. Conscientiousness, achievement striving, and intelligence as performance predictors in a sample of German psychology students: Always a linear relationship?. Learning and Individual Differences 2009, 19(2):288-292.
203. Zuffianò A., Alessandri G., Gerbino M., Luengo Kanacri B.P., Di Giunta L., Milioni M., Caprara G.V. Academic achievement: The unique contribution of self-efficacy beliefs in self-regulated learning beyond intelligence, personality traits, and self-esteem. Learning and Individual Differences 2013, 23:158-162.