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Math and science motivation: a longitudinal examination of the links between choices and beliefs
Abstract
This study addresses the longitudinal associations between youths' out-of-school activities, expectancies-values, and high school course enrollment in the domains of math and science. Data were collected on 227 youth who reported on their activity participation in 5th grade, expectancies-values in 6th and 10th grade, and courses taken throughout high school. Math and science course grades at 5th and 10th grade were gathered through school record data. Results indicated youths' math and science activity participation predicted their expectancies and values, which, in turn, predicted the number of high school courses above the predictive power of grades. Although there were mean-level differences between boys and girls on some of these indicators, relations among indicators did not significantly differ by gender.
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“Starting in elementary school, gender differences also appear in boys ' and girls ' interests in different academic subjects; for example, elementary school-aged boys have higher levels of interest in math than do girls -and the difference holds even when controlling for prior math achievement (Simpkins et al., 2006).”
From Gender and Education (2015) · cites this paper as Simpkins et al., 2006
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Balta, N., Japashov, N., Mansurova, A., Tzafilkou, K., Oliveira, A. W., & Lathrop, R. L. (2022) · Science Education · doi:10.1002/sce.21776 · Cited by 42
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BackgroundDawes, N. P., Vest, A. E., & Simpkins, S. D. (2013) · Journal of Youth and Adolescence · doi:10.1007/s10964-013-9980-y · Cited by 37
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Student Content Knowledge Increases After Participation in a Hands-on Biotechnology Intervention
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BackgroundBrown, C. E., & Putwain, D. W. (2021) · Educational Psychology · doi:10.1080/01443410.2021.1985083 · Cited by 41
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BackgroundInfluentialDevelopmental pathways in underachievement
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The effects of interest and utility value on mathematics engagement and achievement
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Johnson, M. L., & Safavian, N. S. (2016) · Journal of Cognitive Education and Psychology · doi:10.1891/1945-8959.15.3.368 · Cited by 39
Parents who want their PreK children to have science learning experiences are outliers
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The academic resilience of native and immigrant-origin students in selected European countries
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Reexamining the interaction between expectancy and task value in academic settings
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Andrews, S., Runyon, C., & Aikens, M. L. (2017) · CBE—Life Sciences Education · doi:10.1187/cbe.17-03-0043 · Cited by 32
“Indeed, in K–12 environments, task values have been shown to affect achievement (Berndt and Miller, 1990; Simpkins et al., 2006; Lee et al., 2014), course enrollment intentions (Eccles et al.”
BackgroundExpectancy-Value Beliefs of Early-Adolescent Hispanic and Non-Hispanic Youth
Safavian, N. S., & Conley, A. M. (2016) · AERA Open · doi:10.1177/2332858416673357 · Cited by 32
“These associations are robust and sustained over time and, in some cases, stronger and more reliable predictors of achievement than prior performance (Simpkins et al., 2006; Spinath, Spinath, Harlaar, & Plomin, 2006; Steinmayr & Spinath, 2009).”
BackgroundResultInfluentialThe influence of motivational and emotional factors in mathematical learning in secondary education
Hanin, V., & Nieuwenhoven, C. V. (2016) · European Review of Applied Psychology · doi:10.1016/j.erap.2016.04.006 · Cited by 46
Promotive and Corrosive Factors in African American Students’ Math Beliefs and Achievement
Diemer, M. A., Marchand, A. D., McKellar, S. E., & Malanchuk, O. (2016) · Journal of Youth and Adolescence · doi:10.1007/s10964-016-0439-9 · Cited by 47
“success (in general) and for STEM success (in particular) (Adelman 1999; Frank et al. 2008; Simpkins et al. 2006).”
BackgroundThe Role Of Parents in Students’ Motivational Beliefs and Values
Lazarides, R., Harackiewicz, J., Canning, E. A., Pesu, L., & Viljaranta, J. (2015) · doi:10.4324/9781315716923.ch5 · Cited by 32
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McLure, F. I., Fraser, B., & Koul, R. (2022) · Social Psychology of Education · doi:10.1007/s11218-022-09694-7 · Cited by 31
“However, this and other studies also showed that, relative to girls, boys generally have more positive attitudes towards STEM subjects and careers and higher self-efficacy in science and mathematics (Jacobs et al., 2002; Nosek et al., 2002; Riegle-Crumb et al., 2011; Simpkins et al., 2006).”
Umarji, O., Dicke, A.-L., Safavian, N., Karabenick, S., & Eccles, J. (2021) · Journal of School Psychology · doi:10.1016/j.jsp.2020.12.004 · Cited by 31
“achievement and course enrollment (Berger & Karabenick, 2011; Luttrell et al., 2010; Nagy et al., 2006; Perez et al., 2014; Simpkins et al., 2006; Watt et al., 2006).”
BackgroundSelf-citationDimensional comparison effects on (gendered) educational choices.
Jansen, M., Becker, M., & Neumann, M. (2020) · Journal of Educational Psychology · doi:10.1037/edu0000524 · Cited by 47
Togou, M. A., Lorenzo, C., Cornetta, G., & Muntean, G. (2020) · IEEE Transactions on Education · doi:10.1109/te.2019.2957711 · Cited by 45
“academic and career trajectories [7], it is of paramount importance to promote students’ interest in STEAM courses that will prepare them for the future.”
BackgroundDo After-School Robotics Programs Expand the Pipeline into STEM Majors in College?
Burack, C., Melchior, A. C., & Hoover, M. (2018) · Journal of Pre-College Engineering Education Research · doi:10.7771/2157-9288.1244 · Cited by 30
Jacob, B. A., Dynarski, S., Frank, K. A., & Schneider, B. (2017) · Educational Evaluation and Policy Analysis · doi:10.3102/0162373716685823 · Cited by 24
Dynamic Relations Between Parents' Behaviors and Children's Motivational Beliefs in Sports and Music
Simpkins, S., Vest, A., Dawes, N., & Neuman, K. I. (2010) · Parenting · doi:10.1080/15295190903212638 · Cited by 30
“These motivational beliefs are powerful predictors of after-school activity participation, school course enrollments, and performance in academic and nonacademic domains (eg, Herbert & Stipek, 2005 ; Marsh et al, 2007 ; Simpkins, Davis-Kean, & Eccles, 2006 ).”
BackgroundSelf-citationDasgupta, N., Thiem, K. C., Coyne, A., Laws, H. B., Barbieri, M., & Wells, R. (2022) · Journal of Personality and Social Psychology · doi:10.1037/pspi0000377 · Cited by 29
“First, our research taps into communal values in math classes in early adolescence (middle school), informed by prior research that shows emergent interests in this particular developmental period persists longitudinally through high school and well into college years to predict college majors (Loveless, 2013; Maltese…”
BackgroundResultBurušić, J., Šimunović, M., & Šakić, M. (2019) · Research in Science & Technological Education · doi:10.1080/02635143.2019.1646717 · Cited by 33
“…achievement in school is often attributed to the levels of their engagement, motivation or interest for STEM school subjects (Eccles and Wig fi eld 2002), the level of their positive self-competence beliefs in the STEM domain also playing an important role (Simpkins, Davis-Kean, and Eccles 2006).”
BackgroundPromises and Pitfalls of Adapting Utility Value Interventions for Online Math Courses
Rosenzweig, E. Q., Hulleman, C. S., Barron, K. E., Kosovich, J. J., Priniski, S. J., & Wigfield, A. (2019) · The Journal of Experimental Education · doi:10.1080/00220973.2018.1496059 · Cited by 41
Kyte, S. B., & Riegle‐Crumb, C. (2017) · Social Sciences · doi:10.3390/socsci6010019 · Cited by 34
Gender Differences in Students’ Physical Science Motivation
Thomas, A. E. (2016) · American Educational Research Journal · doi:10.3102/0002831216682223 · Cited by 39
“While in mathematics moderate gender differences were found for self-concept, intrinsic value, personal importance, utility for job, and general utility for future life, males and females do not differ in several other value facets (Gaspard et al., 2015; Simpkins et al., 2006).”
BackgroundInfluentialFalco, L. D., Summers, J. J., & Bauman, S. (2010) · Educational Research and Evaluation · doi:10.1080/13803611.2011.555101 · Cited by 29
“Current research in the area of mathematics motivation suggests that fostering positive self-beliefs is very important, especially for girls, as they make the transition from elementary to middle school (Simpkins et al., 2006).”
BackgroundResultInfluentialWon, S., Anderman, E. M., & Zimmerman, R. S. (2019) · Journal of Educational Psychology · doi:10.1037/edu0000399 · Cited by 34
Vinni-Laakso, J., Guo, J.-S., Juuti, K., Loukomies, A., Lavonen, J., & Salmela-Aro, K. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01449 · Cited by 28
Safavian, N. (2019) · AERA Open · doi:10.1177/2332858419869342 · Cited by 28
“These findings complement the previous research on the associations of math expectancy beliefs and course taking for seventh-grade Hispanic and Asian students (Safavian & Conley, 2016), working and middle-class White youth (Simpkins et al., 2006), and eighthand ninth-grade Mexican and White students (Stevens et al.”
BackgroundResultInfluentialThreats and Supports to Female Students' Math Beliefs and Achievement.
McKellar, S. E., Marchand, A. D., Diemer, M. A., Malanchuk, O., & Eccles, J. (2019) · Journal of Research on Adolescence · doi:10.1111/jora.12384 · Cited by 28
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Relationships among properties of college students’ self-set academic goals and academic achievement
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“For example, Simpkins et al. (2006) found that high school students’ expectancies and values about math and science were positively related to their math and science grades and their decisions to take courses in those areas.”
BackgroundRosenzweig, E. Q., Chen, X., Song, Y., Baldwin, A. E., Barger, M. M., Cotterell, M. E., Dees, J. A., Injaian, A. S., Weliweriya, N., Walker, J. R., et al. (2024) · International Journal of STEM Education · doi:10.1186/s40594-024-00475-6 · Cited by 40
“For this reason, many researchers including us examine the broader concept of competence-related beliefs instead of studying one particular belief (e.g., Muenks et al., 2018; Simpkins et al., 2006).”
BackgroundTaylor, R. (2015) · Research Papers in Education · doi:10.1080/02671522.2014.880732 · Cited by 27
“This approach has been used to guide a number of studies (e.g. Simpkins, Davis-Kean, and Eccles 2006) and suggests that choice is influenced by individuals’ beliefs about how well they are likely to perform and the value that they place on this activity (Wigfield and Eccles 1992).”
MethodLuo, L., Stoeger, H., & Subotnik, R. F. (2022) · International Journal of STEM Education · doi:10.1186/s40594-021-00324-w · Cited by 41
“…STEM field or not) tend to provide more educational resources for their children’s STEM learning, including encouraging them to apply and attend a selective school, and model positive attitudes towards STEM as suggested in previous studies (Chen, 2013; Dabney et al., 2016; Simpkins et al., 2006).”
BackgroundInfluentialGender Differences in Academic Efficacy across STEM Fields
Ashlock, J. M., Stojnic, M., & Tüfekçi, Z. (2021) · Sociological Perspectives · doi:10.1177/07311214211028617 · Cited by 33
“While math and science interest also declines over the course of the middle school grades (Hill, McQuillan, Talbert, et al. 2017; Simpkins, Davis-Kean, and Eccles 2006), computer efficacy may decline more dramatically over the middle school grades as students attend to their core classes.”
BackgroundResultHartwell, M., & Kaplan, A. (2018) · The Journal of Experimental Education · doi:10.1080/00220973.2017.1381581 · Cited by 26
How do different components of Effortful Control contribute to children’s mathematics achievement?
Sánchez‐Pérez, N., Fuentes, L. J., Pina, V., López-López, J. A., & González-Salinas, C. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01383 · Cited by 26
“Some studies addressing the effect of gender in mathematics achievement have not found differences between boys and girls (Davis-Kean, 2005; Simpkins et al., 2006; Matthews et al., 2009), while others have found that boys outperformed girls on math abilities (Frome and Eccles, 1998; Jordan et al.,…”
BackgroundResultThe role of between‐parent values agreement in parent‐to‐child transmission of academic values
Gniewosz, B., & Noack, P. (2011) · Journal of Adolescence · doi:10.1016/j.adolescence.2011.11.007 · Cited by 28
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“…of expectancy and different types of value is found in other fields, including math (Fan, 2011; Guo, Marsh et al., 2015; Musu-Gillette et al., 2015; Simpkins et al., 2006) and chemistry learning outcomes (Perez et al., 2014), intention for further study (Battle & Wigfield, 2003; Perez et al.,…”
Multiple Points of Access for Supporting Interest in Science
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Motivational cost aspects of physical education in middle school students
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Fostering Students' Identification With Mathematics and Science
Jones, B. D., Ruff, C., & Osborne, J. W. (2015) · American Educational Research Association eBooks · doi:10.3102/978-0-935302-42-4_19 · Cited by 24
“Although some researchers have explored longer term studies of related constructs (e.g., Simpkins et al., 2006), more research is needed.”
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“Student motivation is of practical significance to educators and administrators—students are more likely to fully engage with content and to achieve more when they are motivated (Schunk et al., 2012; Simpkins et al., 2006).”
BackgroundLiu, A. S., & Schunn, C. D. (2020) · International Journal of STEM Education · doi:10.1186/s40594-020-00247-y · Cited by 34
“Many studies have shown that optional home-related science experiences (e.g., Dabney et al., 2012; Henriksen et al., 2015; Simpkins et al., 2006; Uitto et al., 2006), and nature-related experiences (e.g., Henriksen et al., 2015; Uitto et al., 2006) can positively affect science interest, consistent…”
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Value Reappraisal as a Conceptual Model for Task-Value Interventions
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Passionate Experiences in Adolescence: Situational Variability and Long‐Term Stability
Moeller, J., Dietrich, J., Eccles, J. S., & Schneider, B. (2016) · Journal of Research on Adolescence · doi:10.1111/jora.12297 · Cited by 35
Self-citationFactors that deepen or attenuate decline of science utility value during the middle school years
Bathgate, M. E., & Schunn, C. D. (2017) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2017.02.005 · Cited by 23
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How can a relevance intervention in math support students' career choices?
Piesch, H., Gaspard, H., Parrisius, C., Wille, E., & Nagengast, B. (2020) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2020.101185 · Cited by 28
Gladstone, J. R., Häfner, I., Turci, L., Kneißler, H., & Muenks, K. M. (2018) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2018.06.009 · Cited by 29
O’Shea, A., Booth, J. L., Barbieri, C., McGinn, K. M., Young, L. K., & Oyer, M. H. (2016) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2016.03.003 · Cited by 29
Yurt, E. (2015) · International Journal of Education in Mathematics Science and Technology · doi:10.18404/ijemst.26938 · Cited by 22
“, 1993; Eccles & Harold, 1991), English (Marsh & Yeung, 1997), science (Simpkins, Davis-Kean & Eccles, 2006; Senler & Sungur, 2009; Xiang, McBride & Bruene, 2004) and mathematics (Eccles et al., 1993; Meece, Wigfield & Eccles, 1990; Simpkins et al., 2006) in order to identify which components of motivation were effect…”
BackgroundGray, D. L., Chang, Y., & Anderman, E. M. (2015) · Learning and Individual Differences · doi:10.1016/j.lindif.2015.03.025 · Cited by 28
Acosta, S. T., & Hsu, H.-Y. M. (2013) · Educational Studies · doi:10.1080/03055698.2013.866889 · Cited by 26
“…supports the proposition that students’ academic values (attitudes) and beliefs (e.g. task beliefs, self-efficacy) predict academic behaviours such as academic performance and choosing mathematics and science courses in high school (Bandura 1977; Noack 2004; Simpkins, Davis-Kean, and Eccles 2006).”
BackgroundThe effects of individual characteristics on women intention to become social entrepreneurs?
Polas, M. R. H., & Jahanshahi, A. A. (2020) · Journal of Public Affairs · doi:10.1002/pa.2204 · Cited by 23
Miller, R. S., & Wang, M. (2019) · Journal of Youth and Adolescence · doi:10.1007/s10964-019-01115-x · Cited by 32
“While expectancy-value theory identifies teacher behavior as a critical component for student learning (Simpkins et al. 2006), the Classroom Assessment Scoring System for secondary”
BackgroundAn intervention to support mathematics self-efficacy in middle school
Falco, L. D. (2019) · Integrative and Interdisciplinary Curriculum in the Middle School · doi:10.1080/00940771.2019.1576580 · Cited by 21
Hsieh, T.-Y., Liu, Y., & Simpkins, S. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00380 · Cited by 21
Self-citationOliver, M. C., Woods-McConney, A., Maor, D., & McConney, A. (2017) · International Journal of STEM Education · doi:10.1186/s40594-017-0060-9 · Cited by 20
“In the USA, gender and ethnicity-related gaps in participation and attainment were explored in a longitudinal study of third to eighth grade (Year 3–8) students.”
MethodIndividual Differences Related to College Students’ Course Performance in Calculus II
Hart, S., Daucourt, M., & Ganley, C. (2017) · Journal of Learning Analytics · doi:10.18608/jla.2017.42.11 · Cited by 20
Richter, E., Kunter, M., Marx, A., & Richter, D. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.722169 · Cited by 33
“, 2012) and the number of math courses taken in high school (Simpkins et al., 2006; Simpkins et al., 2012).”
BackgroundSTEM Pipeline: Mathematics Beliefs, Attitudes, and Opportunities of Racial/Ethnic Minority Girls
Butler‐Barnes, S. T., Cheeks, B. L., Barnes, D. L., & Ibrahim, H. (2021) · Journal for STEM Education Research · doi:10.1007/s41979-021-00059-x · Cited by 22
Karamarkovich, S. M., & Rutherford, T. A. (2021) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2021.101996 · Cited by 29
Kurban, E. R., & Cabrera, A. F. (2019) · The Journal of Higher Education · doi:10.1080/00221546.2019.1681348 · Cited by 27
Güdel, K., Heitzmann, A., & Müller, A. (2018) · International Journal of Technology and Design Education · doi:10.1007/s10798-018-9475-y · Cited by 29
Bohrnstedt, G. W., Zhang, J., Park, B. J., Ikoma, S., Broer, M., & Ogut, B. (2020) · Springer eBooks · doi:10.1007/978-3-030-41231-9_7 · Cited by 28
Science motivation, academic achievement, career aspirations in early adolescents
Putwain, D. W., Mallaburn, A., & Held, T. (2024) · Learning and Individual Differences · doi:10.1016/j.lindif.2024.102577 · Cited by 22
Metadata
- Authors
- Simpkins, S. D., Davis-Kean, P. E., & Eccles, J. S.
- Affiliations
- Arizona State University (US)
- University of Michigan (US)
- Venue
- Developmental Psychology
- Published
- 2006
- Volume
- 42
- Issue
- 1
- Pages
- 70-83
- ISSN
- 0012-1649 (ISSN-L)
- 1939-0599
- OpenAlex
- W2166538722
- Cited by
- 808
- References
- 0
- Citations by year
- 2026: 22 · 2025: 36 · 2024: 36 · 2023: 41 · 2022: 44 · 2021: 58 · 2020: 69 · 2019: 74 · 2018: 47 · 2017: 65 · 2016: 53 · 2015: 46 · 2014: 40 · 2013: 33 · 2012: 36
- FWCI
- 21.44
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Developmental Psychology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (HD 17553, R01HD017553)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Applied Psychology › Career Development and Diversity
- Social Sciences › Education › School Choice and Performance
- Keywords
- math motivation, science motivation, extracurricular activities, expectancy, values, course registration, longitudinal development, gender differences, adolescents
- MeSH terms
- Achievement, Adolescent, Adult, Child, Choice Behavior, Culture, Female, Follow-Up Studies, Humans, Male, Mathematics, Motivation, Science, Sex Factors
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