Половые различия в математических способностях
DOI:
https://doi.org/10.54359/ps.v6i31.667Ключевые слова:
половые различия, математические способности, пренатальный тестостеронАннотация
Анализировались половые различия по математическим способностям, которые оценивались по результатам выполнения математического теста единого государственного экзамена. Выборка исследования включает 11577 пар близнецов, которые сдавали экзамен в 2010, 2011 и 2012 гг. Выборка репрезентативна популяции близнецов соответствующего возраста, проживающих на территории России. Для определения половых различий оценивались различия средних, дисперсий, величина эффекта d (разница в средних баллах мальчиков и девочек, деленная на усредненное по группам мальчиков и девочек стандартное отклонение). Основные результаты состоят в следующем. Девочки в среднем хуже выполняли математический тест, чем мальчики, однако различия между группами невелики и достигают уровня значимости только в одной возрастной когорте (у тех, кто сдавал экзамен в 2011 г.). Величина эффекта d для трех возрастных когорт равна 0,027, 0,078, 0,028, то есть пренебрежимо мала. Дисперсия в группе мальчиков больше, чем в группе девочек. По показателю математических способностей получены значимые различия между девочками из дизиготных разнополых пар и девочками из монои дизиготных однополых пар, что подтверждает предположение о влиянии пренатального тестостерона на формирование математических способностей.
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Библиографические ссылки
Beltz A.M., Blakemore J.E.O., Berenbaum S.A. Sex Differences in Brain and Behavioral Development. In: Neural Circuit Development and Function in the Brain. Oxford: Academic Press, 2013, pp. 467–499. DOI: https://doi.org/10.1016/B978-0-12-397267-5.00064-9
Benbow C.P., Stanley J.C. Sex differences in mathematical ability: Fact or artifact? Science, 1980, 210(4475), 1262–1264. doi:10.1126/science.7434028 DOI: https://doi.org/10.1126/science.7434028
Benbow C.B., Zonderman A.B., Stanley J.C. Assortative marriage and the familiarity of cognitive abilities in families of extremely gifted students. Intelligence, 1983, 7(2), 153–161. DOI: https://doi.org/10.1016/0160-2896(83)90025-9
Benbow C.H., Benbow R.M. Biological Correlates of High Mathematical Reasoning Ability. In: Progress in Brain Research. Elsevier, 1984, 61. pp. 469–490. DOI: https://doi.org/10.1016/S0079-6123(08)64455-6
Berenbaum S.A., Beltz A.M. Sexual differentiation of human in a national cohort of over 175,000 11-year-old schoolchildren in England. Intelligence, 2010, 38(4), 424–432. DOI: https://doi.org/10.1016/j.intell.2010.04.005
Cherney I., Campbell K. A league of their own: Do single-sex schools increase girls' participation in the physical sciences? SexRoles, 2011, 65(9/10), 712–724. DOI: https://doi.org/10.1007/s11199-011-0013-6
Chamorro-Premuzic N., Harlaar N., Greven C.U., Plomin R. More than just IQ: A longitudinal examination of self-perceived abilities as predictors of academic performance in a large sample of UK twins. Intelligence, 2010, 38(4), 385–392. DOI: https://doi.org/10.1016/j.intell.2010.05.002
Chertkova Yu.D. Sibship size and cognitive development of twins. Psikhologicheskie Issledovaniya, 2009b, 5(7), 1. http://psystudy.ru (in Russian, abstr. in English)
Cohen-Bendahan C.C.C., Buitelaar J.K., van Goozen S.H.M., Cohen-Kettenis P.T. Prenatal exposure to testosterone and functional cerebral lateralization: a study in same-sex and opposite-sex twin girls. Psychoneuroendocrinology, 2004, 29(7), 911–916. DOI: https://doi.org/10.1016/j.psyneuen.2003.07.001
Courvoisier D.S., Renaud O., Geiser C., Paschke K., Gaudy K., Jordan K. Sex hormones and mental rotation: An intensive longitudinal investigation. Hormones and Behavior, 2013, 63(2), 345–351. DOI: https://doi.org/10.1016/j.yhbeh.2012.12.007
Fergusson D., Lynskey M. Maternal age and cognitive and behavioral outcomes in middle childhood. Pediatric And Prenatal Epidemiology, 1993, 7(1), 77–91.
Davis O.S.P., Kovas Y., Harlaar N., Busfield P., McMillan A., Frances J., Petrill S.A., Dale P.S., Plomin R. Generalist genes and the Internet generation: etiology of learning abilities by web testing at age 10. Genes, Brain and Behavior, 2008, 7(4), 455–462. DOI: https://doi.org/10.1111/j.1601-183X.2007.00370.x
Ding C.S., Song K., Richardson L. Do Mathematical Gender Differences Continue? A Longitudinal Study of Gender Difference and Excellence in Mathematics Performance in the U.S. Educational Studies, 2006, 40(3), 279–295. DOI: https://doi.org/10.1080/00131940701301952
Dwyer C.A., Johnson L.M. Grades, accomplishments and correlates. In: Gender and fair assessment. Mahwah, NJ: Erlbaum. 1997, pp. 127–156.
Egorova M.S., Zyrianova N.M., Parshikova O.V., Pyankova S.D., Chertkova Yu.D. Differentsial'naya psikhologiya. Vestnik Permskogo gosudarstvennogo pedagogicheskogo universiteta, Ser. 10, 2005, 1(2), 21–32. (in Russian)
Egorova M.S., Zyrianova N.M., Parshikova O.V., Pyankova S.D., Chertkova Yu.D. Psikhologicheskie problemy sovremennoi sem'i. Proceedings of the 3rd International Conference, Moscow, 16–18 of October, 2007. Part 1(2), 2007, 304–310. (in Russian)
Epstein D., Elwood J., Hey V., Maw J. (Eds.) Failing boys? Issues in gender andachievement. Buckingham: Open University Press, 1998.
Falter C.M., Arroyo M., Davis G.J. Testosterone: Activation or organization of spatial cognition. Biological Psychology, 73(2), 2009, 132–140. DOI: https://doi.org/10.1016/j.biopsycho.2006.01.011
Federal'nyi institut pedagogicheskikh izmerenii. Itogovyi analiticheskii otchet o rezul'tatakh provedeniya EGE v 2010 godu, 2010. http://www.fipi.ru/binaries/1085/1_razdel_11_21092010.pdf (in Russian)
Federal'nyi institut pedagogicheskikh izmerenii. Itogovyi analiticheskii otchet o rezul'tatakh edinogo gosudarstvennogo ekzamena 2011 goda, 2011. (in Russian)
Federal'nyi institut pedagogicheskikh izmerenii. Itogovyi analiticheskii otchet o rezul'tatakh edinogo gosudarstvennogo ekzamena 2012 goda, 2012. http://www.fipi.ru/binaries/1353/1.pdf (in Russian)
Fergusson D., Lynskey M. Maternal age and cognitive and behavioral outcomes in middle childhood. Pediatric And Prenatal Epidemiology, 1993, 7(1), 77–91. DOI: https://doi.org/10.1111/j.1365-3016.1993.tb00604.x
Gottfredson L.S. (2002). Highly general and highly practical. In: R.J. Sternberg, and E. Grigorenko (Eds.), The general factor of intelligence: How general is it? Mahwah, NJ: Erlbaum, pp. 331–380.
Gouchie C., Kimura D. The relationship between testosterone levels and cognitive ability patterns. Psychoneuroendocrinology, 1991, 16(4), 323–334. DOI: https://doi.org/10.1016/0306-4530(91)90018-O
Halberda J., Mazzocco M.M.M., Feigenson L. Individual differences in nonverbal number acuity correlate with maths achievement. Nature, 2008, 455(7213), 665−668. DOI: https://doi.org/10.1038/nature07246
Halpern D. Sex differences in cognitive abilities. Mahwah, NJ: Erlbaum, 2000. DOI: https://doi.org/10.4324/9781410605290
Hedges L.V., Nowel A. Sex Differences in Mental Test Scores, Variability, and Numbers of High-Scoring Individuals. Science, 1995, 269(5220), 41–48. DOI: https://doi.org/10.1126/science.7604277
Heil M., Kavsek M., Rolke B., Beste C., Jansen P. Mental rotation in female fraternal twins: evidence for intra-uterine hormone transfer? Biological Psychology, 2011, 86, 90–93. DOI: https://doi.org/10.1016/j.biopsycho.2010.11.002
Helwig R., Anderson L., Tindal G. Influence of elementary student gender on teachers’ perceptions of mathematics achievement. Journal of Educational Research, 2001, 95(2), 93–102. DOI: https://doi.org/10.1080/00220670109596577
Hooven C.K., Chabris C.F., Ellison P.T., Kosslyn S.M. The relationship of male testosterone to components of mental rotation. Neuropsychologia, 2004, 42(6), 782–790. DOI: https://doi.org/10.1016/j.neuropsychologia.2003.11.012
Hyde J.S., Fennema E., Lamon S.J. Gender Differences in Mathematics Performance: A Meta-Analysis. Psychological Bullletin, 1990, 107(2), 139–155. DOI: https://doi.org/10.1037/0033-2909.107.2.139
Hyde J.S., Lindberg S.M., Linn M.C., Ellis A.B., Williams C.C. Gender similarities characterize math performance. Science, 2008, 321(5888), 494−495. DOI: https://doi.org/10.1126/science.1160364
Jacobs J.E., Bleeker M.M. Girls' and boys' developing interests in math and science: Do parents matter? New Directions in Child and Adolescent Development, 2004, 106, 5–21. DOI: https://doi.org/10.1002/cd.113
Jacobs J.E. Twenty-Five years of research on gender and ethnic differences in math and science career choices: What have we learned? New directions for child and adolescent development, 2005, 110(52), 85–93. DOI: https://doi.org/10.1002/cd.151
Janowsky J.S., Oviatt S.K., Orwoll E.S. Testosterone influences spatial cognition in older men. Behavioral Neuroscience, 1994, 108(2), 325–332. DOI: https://doi.org/10.1037/0735-7044.108.2.325
Keller C. Effect of teachers’ stereotyping on students’ stereotyping of mathematics as a male domain. The Journal of Social Psychology, 2001, 141(2), 165–173. DOI: https://doi.org/10.1080/00224540109600544
Kenney-Benson G.A., Pomerantz E.M., Ryan A.M., Patrick H. Sex differences in math performance: The role of children's approach to schoolwork. Developmental Psychology, 2006, 42(1), 11–26. DOI: https://doi.org/10.1037/0012-1649.42.1.11
Ketterlinus R., Henderson S., Lamb M. The Effects of Maternal Age-at-Birth on Children’s Cognitive Development. Journal of Research on Adolescence, 1991, 1(2), 173–188. DOI: https://doi.org/10.1207/s15327795jra0102_4
Kimball M.M. A new perspective on women’s math achievement. Psychological Bulletin, 1989, 105(2), 198–214. DOI: https://doi.org/10.1037/0033-2909.105.2.198
Kimura D. Sex, sexual orientation and sex hormones influence human cognitive function. (Research Support, Non-U.S. Gov't Review). Neurobiology, 1996, 6(2), 259–263. DOI: https://doi.org/10.1016/S0959-4388(96)80081-X
Knickmeyer R., Baron-Cohen S., Raggatt P., Taylor K., Hackett G. Fetal testosterone and empathy. Hormones and Behavior, 49(3), 2006, 282–292. DOI: https://doi.org/10.1016/j.yhbeh.2005.08.010
Korpershoek H., Kuyper H., van der Werf G., Bosker R. Who succeeds in advanced mathematics and science courses? British Educational Research Journal, 2011, 37(3), 357–380. DOI: https://doi.org/10.1080/01411921003671755
Kovas Y., Haworth C.M.A., Petrill S.A., Plomin R. Mathematical Ability of 10-Year-Old Boys and Girls: Genetic and Environmental Etiology of Typical and Low Performance. Journal of learning disabilities, 2007, 40(6), 554–56. DOI: https://doi.org/10.1177/00222194070400060601
Lachance J.A., Mazzocco M.M.M. A longitudinal analysis of sex differences in math and spatial skills in primary school age children. Learning and Individual Differences, 2006, 16, 195–216. DOI: https://doi.org/10.1016/j.lindif.2005.12.001
Leahey E., Guo G. Gender differences in mathematical trajectories. Social Forces, 2001, 80(2), 713–732. DOI: https://doi.org/10.1353/sof.2001.0102
Lindberg S.M., Hyde J.S., Petersen J.L., Linn M.C. New Trends in gender and mathematics performance: A meta-analysis. Psychological Bulletin, 2010, 136(6), 1123–1135. DOI: https://doi.org/10.1037/a0021276
Lubinski D., Benbow C.P. Study of mathematically precocious youth after 35 years: Uncovering antecedents for the development of math-science expertise. Perspectives on Psychological Science, 2006, 1(4), 316–345. DOI: https://doi.org/10.1111/j.1745-6916.2006.00019.x
Lubinski D. Spatial ability and STEM: A sleeping giant for talent identification and development. Personality and Individual Differences, 2010, 49(4), 344–351. DOI: https://doi.org/10.1016/j.paid.2010.03.022
Lummis M., Stevenson H.W. Gender differences in beliefs and achievement: A cross-cultural study. Developmental Psychology, 1990, 26(2), 254. DOI: https://doi.org/10.1037/0012-1649.26.2.254
Maccoby E., Jacklin С. The Psychology of Sex Differences. Stanford, 1974. DOI: https://doi.org/10.1515/9781503620780
Maloney E.A., Waechter S., Risko E.F., Fugelsang J.A., Reducing the sex difference in math anxiety: The role of spatial processing ability. Learning and Individual Differences, 22(3), 2012, 380–384. DOI: https://doi.org/10.1016/j.lindif.2012.01.001
Petrill S.A., Thompson L.A. The effect of gender upon heritability and common environmental estimates in measures of scholastic achievement. Psychology of Individual Differences, 1994, 16(4), 631–640. DOI: https://doi.org/10.1016/0191-8869(94)90190-2
Shearer D., Mulvihill L.V., Klerman J., Wallander M. Association of Early Childbearing and Low Cognitive Ability. Perspectives on Sexual and Reproductive Health, 2002, 35(5), 236–243. DOI: https://doi.org/10.2307/3097822
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. DOI: https://doi.org/10.1002/per.677
Spinath B., Spinath F.M., Harlaar N., Plomin R. Predicting school achievement from intelligence, self-perceived ability, and intrinsic value. Intelligence, 2006, 34(4), 363–374. DOI: https://doi.org/10.1016/j.intell.2005.11.004
Steele J. Children’s gender stereotypes about math: The role of stereotype stratification. Journal of Applied Social Psychology, 2003, 33(12), 2587–2606. DOI: https://doi.org/10.1111/j.1559-1816.2003.tb02782.x
Strand S., Deary I.J., Smith P. Sex differences in Cognitive Abilities Test scores: A UK national picture. British Journal of Educational Psychology, 2006, 76(3), 463–480. DOI: https://doi.org/10.1348/000709905X50906
Tapp A.L., Maybery M.T., Whitehouse A.J.O. Evaluating the twin testosterone transfer hypothesis: A review of the empirical evidence. Hormones and Behavior, 2011, 60(5), 713–722. DOI: https://doi.org/10.1016/j.yhbeh.2011.08.011
Tiedemann J. Parents’ gender stereotypes and teachers’ beliefs as predictors of children’s concept of their mathematical ability in elementary school. Journal of Educational Psychology, 2000, 92(1), 144–151. DOI: https://doi.org/10.1037/0022-0663.92.1.144
Van Garderen D., Montague M. Visual-spatial representation, mathematical problem solving, and students of varying abilities. Learning Disabilities Research and Practice, 2003, 18(4), 246–254. DOI: https://doi.org/10.1111/1540-5826.00079
Vuoksimaa E., Eriksson C.J.P., Pulkkinen L., Rose R.J., Kaprio J. Decreased prevalence of left-handedness among females with male co-twins: Evidence suggesting prenatal testosterone transfer in humans? Psychoneuroendocrinology, 35(10), 2010, 1462–1472. DOI: https://doi.org/10.1016/j.psyneuen.2010.04.013
Vuoksimaa E., Kaprio J., Kremen W.S., Hokkanen L., Viken R.J., Tuulio-Henriksson A., Rose R.J. Having a male co-twin masculinizes mental rotation performance in females. Psychological Science, 2012, 21(8), 1069–1071. DOI: https://doi.org/10.1177/0956797610376075
Wai J., Cacchio M., Putalla M., Makel M.C. Sex differences in the right tail of cognitive abilities: A 30 year examination. Intelligence, 2010, 38(4), 412–423. DOI: https://doi.org/10.1016/j.intell.2010.04.006
Wigfield A., Eccles J.S. Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 2000, 25(1), 68–81. DOI: https://doi.org/10.1006/ceps.1999.1015
Wigfield A., Eccles J.S. Students' motivation during the middle school years In: J. Aronson (Ed.), Improving Academic Achievement: Impact of Psychological Factors on Education. Amsterdam: Academic Press, 2002, pp. 159–184. DOI: https://doi.org/10.1016/B978-012064455-1/50011-7
Wigfield A., Wagner A.L., Elliot A.J., Dweck C.S. Competence, motivation, and identity development during adolescence. New York, NY: Guilford Publications, 2005.
Willingham W., Cole N. Gender and fair assessment. Mahwah, NJ: Erlbaum, 1997.
Wong K.C., Lam Y.R., Ho L.M. The effects of schooling on gender differences. British Educational Research Journal, 2002, 28(6), 827–843. DOI: https://doi.org/10.1080/0141192022000019080
Zyrianova N.M. Academic achievement of twins and their single-born peers. Part 1. Psikhologicheskie Issledovaniya, 2009a, 4(6), 1. http://psystudy.ru (in Russian, abstr. in English)
Zyrianova N.M. Academic achievement of twins and their single-born peers. Part 2. Psikhologicheskie Issledovaniya, 2009b, 5(7), 1. http://psystudy.ru (in Russian, abstr. in English)