Abstract
For decades researchers have been trying to identify and classify characteristics that contribute to students’ academic success. The plethora of meaningful predictors is covered in the current volume by scores of distinguished contributors, and the reader will discover that all of the suggested lists and models are in no way complete or definitive.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ai, X. (2002). Gender differences in growth in mathematics achievement: Three-level longitudinal and multilevel analyses of individual, home, and school influences. Mathematical Thinking and Learning, 4(1), 1–22.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Ajzen, I. (2001). Nature and operation of attitudes. Annual Review of Psychology, 52(1), 27–58.
Ajzen, I. (2002). Residual effects of past on later behavior: Habituation and reasoned action perspectives. Personality and Social Psychology Review, 6(2), 107–122.
Ajzen, I. (2006). Constructing a theory of planned behavior questionnaire. Retrieved from http://www.unibielefeld.de/ikg/zick/ajzen%20construction%20a%20tpb%20questionnair.pdf
Ajzen, I., & Fishbein, M. (1977). Attitude-behavior relations: A theoretical analysis and review of empirical research. Psychological Bulletin, 84(5), 888–918.
Ajzen, I., & Fishbein, M. (2005). The influence of attitudes on behavior. In D. AlbarracĂn, B. T. Johnson, & M. P. Zanna (Eds.), The handbook of attitudes (pp. 173–221). Mahwah, NJ: Erlbaum.
Ak, L., & Sayil, M. (2006). Three different types of elementary school students’ school achievements, perceived social support, school attitudes and behavior adjustment problems. Educational Sciences: Theory & Practice, 6(2), 293–300.
Akey, T. M. (2006). School context, student attitudes and behavior, and academic achievement: An exploratory analysis. MDRC. Retrieved from http://files.eric.ed.gov/fulltext/ED489760.pdf
Armitage, C. J., & Christian, J. (2003). From attitudes to behaviour: Basic and applied research on the theory of planned behaviour. Current Psychology, 22(3), 187–195.
Armitage, C. J., & Conner, M. (2001). Efficacy of the theory of planned behaviour: A meta analytic review. British Journal of Social Psychology, 40(4), 471–499.
Ashcraft, M. H. (2002). Math anxiety: Personal, educational, and cognitive consequences. Current Directions in Psychological Science, 11(5), 181–185.
Beede, D. N., Julian, T. A., Langdon, D., McKittrick, G., Khan, B., & Doms, M. E. (2011). Women in STEM: A gender gap to innovation. Economics and Statistics Administration Issue Brief, 04–11.
Beilock, S. L., Gunderson, E. A., Ramirez, G., & Levine, S. C. (2010). Female teachers’ math anxiety affects girls’ math achievement. Proceedings of the National Academy of Sciences, 107(5), 1860–1863.
Bem, D. J. (1972). Constructing cross-situational consistencies in behavior: Some thoughts on Alker’s critique of Mischel. Journal of Personality, 40(1), 17–26.
Brownlow, S., Jacobi, T., & Rogers, M. (2000). Science anxiety as a function of gender and experience. Sex Roles, 42(1–2), 119–131.
Brubaker, R. G., & Fowler, C. (1990). Encouraging college males to perform testicular self examination: Evaluation of a persuasive message based on the revised theory of reasoned action. Journal of Applied Social Psychology, 20(17), 1411–1422.
Chen, X. (2009). Stats in brief: Students who Study Science, Technology, Engineering, and Mathematics (STEM) in Postsecondary Education (NCES 2009–16). Retrieved from http://nces.ed.gov/pubsearch/pubsinfo.asp?pubid=2009161
Cooke, R., & Sheeran, P. (2004). Moderation of cognition-intention and cognition behavior relations: A meta-analysis of properties of variables from the theory of planned behaviour. British Journal of Social Psychology, 43(2), 159–186.
Credé, M., & Kuncel, N. R. (2008). Study habits, skills, and attitudes: The third pillar supporting collegiate academic performance. Perspectives on Psychological Science, 3(6), 425–453.
Daniels, L. M., Haynes, T. L., Stupnisky, R. H., Perry, R. P., Newall, N. E., & Pekrun, R. (2008). Individual differences in achievement goals: A longitudinal study of cognitive, emotional, and achievement outcomes. Contemporary Educational Psychology, 33(4), 584–608.
Dempster, M., & McCorry, N. K. (2009). The role of previous experience and attitudes toward statistics in statistics assessment outcomes among undergraduate psychology students. Journal of Statistics Education, 17(2), 1–7.
Duckworth, A. L., & Seligman, M. E. (2005). Self-discipline outdoes IQ in predicting academic performance of adolescents. Psychological Science, 16(12), 939–944.
Duckworth, A. L., & Yeager, D. S. (2015). Measurement matters assessing personal qualities other than cognitive ability for educational purposes. Educational Researcher, 44(4), 237–251.
Duncan, G. J., Dowsett, C. J., Claessens, A., Magnuson, K., Huston, A. C., Klebanov, P., Pagani, L. S., Feinstein, L., Engel, M., Brooks-Gunn, J., Sexton, H., Duckworth, K., & Japel, C. (2007). School readiness and later achievement. Developmental Psychology, 43(6), 1428–1446.
Emmioğlu, E., & Capa-Aydin, Y. (2012). Attitudes and achievement in statistics: A meta analysis study. Statistics Education Research Journal, 11(2), 95–102.
Fishbein, M., & Aizen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Reading, MA: Addison-Wesley.
Frenzel, A. C., Pekrun, R., & Goetz, T. (2007). Perceived learning environment and students’ emotional experiences: A multilevel analysis of mathematics classrooms. Learning and Instruction, 17(5), 478–493.
Furinghetti, F., & Morselli, F. (2009). Every unsuccessful problem solver is unsuccessful in his or her own way: affective and cognitive factors in proving. Educational Studies in Mathematics, 70(1), 71–90.
Geddes, J. D., Murrell, A. R., & Bauguss, J. (2010). Childhood learning: An examination of ability and attitudes toward school. Creative Education, 1(3), 170–183.
Glasman, L. R., & AlbarracĂn, D. (2006). Forming attitudes that predict future behavior: A meta analysis of the attitude-behavior relation. Psychological Bulletin, 132(5), 778–822.
Godin, G., & Kok, G. (1996). The theory of planned behavior: A review of its applications to health-related behaviors. American Journal of Health Promotion, 11(2), 87–98.
Godin, G., Valois, P., & Lepage, L. (1993). The pattern of influence of perceived behavioral control upon exercising behavior: An application of Ajzen’s theory of planned behavior. Journal of Behavioral Medicine, 16(1), 81–102.
Goetz, T., Cronjaeger, H., Frenzel, A. C., Lüdtke, O., & Hall, N. C. (2010). Academic self concept and emotion relations: Domain specificity and age effects. Contemporary Educational Psychology, 35(1), 44–58.
Greenwald, A. G., Brock, T. C., & Ostrom, T. M. (Eds.). (2013). Psychological foundations of attitudes. Waltham, MA: Academic Press.
Guzmán, M. R., Santiago-Rivera, A. L., & Hasse, R. F. (2005). Understanding academic attitudes and achievement in Mexican-origin youths: Ethnic identity, other group orientation, and fatalism. Cultural Diversity and Ethnic Minority Psychology, 11(1), 3–15.
Hannula, M. S. (2002). Attitude towards mathematics: Emotions, expectations and values. Educational studies in Mathematics, 49(1), 25–46.
Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. Journal for Research in Mathematics Education, 21(1), 33–46.
Hemmings, B., Grootenboer, P., & Kay, R. (2011). Predicting mathematics achievement: The influence of prior achievement and attitudes. International Journal of Science and Mathematics Education, 9(3), 691–705.
Hogg, M. A., & Vaughan, G. (2009). Essentials of social psychology. London, United Kingdom: Pearson Education.
Jerald, C. D. (2008). Benchmarking for success: Ensuring US students receive a world class education. Retrieved from http://www.nga.org/files/live/sites/NGA/files/pdf/0812BENCHMARKING.PDF
Johnson, J. A. (1987). Influence of adolescent social crowds on the development of vocational identity. Journal of Vocational Behavior, 31(2), 182–199.
Juter, K. (2005). Students’ attitudes to mathematics and performance in limits of functions. Mathematics Education Research Journal, 17(2), 91–110.
Kadijević, D. M. (2003). Examining mathematics attitude in a TIMSS 2003 pilot research. Zbornik Instituta za pedagoska istrazivanja, 35, 63–75.
Kadijević, D. M. (2008). TIMSS 2003: Relating dimensions of mathematics attitude to mathematics achievement. Zbornik Instituta za pedagoska istrazivanja, 40(2), 327–346.
Kozina, A., & Mlekuž, A. (2014). The predictive power of attribution styles for PISA 2012 achievement: International and national perspective. Šolsko Polje, 25(5–6), 101–120.
Krahé, B., & Altwasser, C. (2006). Changing negative attitudes towards persons with physical disabilities: An experimental intervention. Journal of Community & Applied Social Psychology, 16(1), 59–69.
Kraus, S. J. (1995). Attitudes and the prediction of behaviour: A meta-analysis of the empirical literature. Personality and Social Psychology Bulletin, 21(1), 58–75.
Lee, J., Grigg, W. S., & Dion, G. S. (2007). The nation’s report card: Mathematics 2007 (NCES Report 2007–494). Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics.
Lipnevich, A. A., MacCann, C., Krumm, S., Burrus, J., & Roberts, R. D. (2011). Mathematics attitudes and mathematics outcomes of US and Belarusian middle school students. Journal of Educational Psychology, 103(1), 105–118.
Lipnevich, A. A., MacCann, C., & Roberts, R. D. (2013). Assessing non-cognitive constructs in education: A review of traditional and innovative approaches. In D. H. Saklofske, V. L. Schwean, & C. R. Reynolds (Eds.), The Oxford handbook of child psychological assessment (pp. 750–772). New York, NY: Oxford University Press.
Lipnevich, A. A., Preckel, F., & Krumm, S. (2016). Mathematics attitudes and their unique contribution to achievement: Going over and above cognitive ability and personality. Learning and Individual Differences, 47, 70–79.
Lipnevich, A. A., Preckel, F., & Roberts, R. D. (2016). Psychosocial constructs: Knowns, unknowns, and future directions. In A. A. Lipnevich, F. Preckel, & R. D. Roberts (Eds.), Psychosocial skills and school systems in the 21st Century: Theory, research, and practice. New York, NY: Springer.
Ma, X. (1999). A meta-analysis of the relationship between anxiety toward mathematics and achievement in mathematics. Journal for Research in Mathematics Education, 520–540.
Ma, X., & Kishor, N. (1997). Assessing the relationship between attitude towards mathematics and achievement in mathematics: A meta-analysis. Journal for Research in Mathematics Education, 28(1), 26–47.
Marjoribanks, K. (1992). Family capital, children’s individual attributes, and academic achievement. Journal of Psychology, 126(5), 529–538.
Martin, M. O., Mullis, I. V., Gregory, K. D., Hoyle, C., & Shen, C. (2000). Effective schools in science and mathematics: IEA’s Third International Mathematics and Science Study. Chestnut Hill, MA: International Study Center, Boston College.
Meece, J. L., Wigfield, A., & Eccles, J. S. (1990). Predictors of math anxiety and its influence on young adolescents’ course enrollment intentions and performance in mathematics. Journal of Educational Psychology, 82(1), 60–70.
Morony, S., Kleitman, S., Lee, Y. P., & Stankov, L. (2013). Predicting achievement: Confidence vs self-efficacy, anxiety, and self-concept in confucian and European countries. International Journal of Educational Research, 58, 79–96.
Motowidlo, S. J., Dunnette, M. D., & Carter, G. W. (1990). An alternative selection procedure: The low-fidelity simulation. Journal of Applied Psychology, 75(6), 640–647.
Notani, A. S. (1998). Moderators of perceived behavioral control’s predictiveness in the theory of planned behavior: A meta-analysis. Journal of Consumer Psychology, 7(3), 247–271.
Olson, J. M., & Zanna, M. P. (1993). Attitudes and attitude change. Annual Review of Psychology, 44(1), 117–154.
Olson, M. A., & Fazio, R. H. (2001). Implicit attitude formation through classical conditioning. Psychological Science, 12(5), 413–417.
Organisation for Economic Co-operation and Development & Programme for International Student Assessment. (2003). Student engagement at school: A sense of belonging and participation. Results from PISA 2000. Paris: OECD.
Organisation for Economic Co-operation and Development & Programme for International Student Assessment. (2012). PISA 2012 technical report. Paris: OECD.
Papanastasiou, C. (2000). Effects of attitudes and beliefs on mathematics achievement. Studies in Educational Evaluation, 26(1), 27–42.
Parker, D., Manstead, A. S., Stradling, S. G., Reason, J. T., & Baxter, J. S. (1992). Intention to commit driving violations: An application of the theory of planned behavior. Journal of Applied Psychology, 77(1), 94.
Parker, D., Stradling, S. G., & Manstead, A. S. (1996). Modifying beliefs and attitudes to exceeding the speed limit: An intervention study based on the theory of planned behavior. Journal of Applied Social Psychology, 26(1), 1–19.
Petscher, Y. (2010). A meta-analysis of the relationship between student attitudes towards reading and achievement in reading. Journal of Research in Reading, 33(4), 335–355.
Phillips, K. A., Barrow, L., & Chandrasekhar, M. (2002). Science career interests among high school girls one year after participation in a summer science program. Journal of Women and Minorities in Science and Engineering, 8(2), 80–93.
Reynolds, A. L., & Weigand, M. J. (2010). The relationships among academic attitudes, psychological attitudes, and the first-semester academic achievement of first-year college students. Journal of Student Affairs Research and Practice, 47(2), 173–193.
Roberts, R., Martin, J., & Olaru, G. (2015). A Rosetta Stone for noncognitive skills: Understanding, assessing, and enhancing noncognitive skills in primary and secondary education. New York, NY: Asia Society.
Sarason, I. G. (1984). Stress, anxiety, and cognitive interference: reactions to tests. Journal of Personality and Social Psychology, 46(4), 929.
Sax, L. J., & Bryant, A. N. (2006). The impact of college on sex-atypical career choices of men and women. Journal of Vocational Behavior, 68(1), 52–63.
Schau, C., Stevens, J., Dauphinee, T. L., & Del Vecchio, A. (1995). The development and validation of the survey of attitudes toward statistics. Educational and Psychological Measurement, 55(5), 868–875.
Sheeran, P. (2002). Intention—behavior relations: A conceptual and empirical review. European Review of Social Psychology, 12(1), 1–36.
Smith, J. B. (1992). Access to algebra: Social stratification in students’ 8th grade mathematics courses. Available from ProQuest Dissertations & Theses Global (303977263, Order No. 9308255). Retrieved from http://ezproxy.cul.columbia.edu/login?url= http://search.proquest.com.ezproxy.cul.columbia.edu/docview/303977263?
Sizemore, O. J., & Lewandowski, G. (2009). Learning might not equal liking: Research methods course changes knowledge but not attitudes. Teaching of Psychology, 36(2), 90–95.
Stake, J. E., & Mares, K. R. (2005). Evaluating the impact of science-enrichment programs on adolescents’ science motivation and confidence: The splashdown effect. Journal of Research in Science Teaching, 42(4), 359–375.
Straus, M. (2014). (In) equalities in PISA 2012 mathematics achievement, socioeconomic gradient and mathematics-related attitudes of students in Slovenia, Canada, Germany and the United States. Solsko Polje, 25(5–6), 121–143.
Sweller, J. (1994). Cognitive load theory, learning difficulty, and instructional design. Learning and Instruction, 4(4), 295–312.
Trankina, M. L. (1993). Gender differences in attitudes toward science. Psychological Reports, 73(1), 123–130.
Uitto, A. (2014). Interest, attitudes and self-efficacy beliefs explaining upper secondary school students’ orientation towards biology-related careers. International Journal of Science and Mathematics Education, 12(6), 1425–1444.
Webb, T. L., & Sheeran, P. (2006). Does changing behavioral intentions engender behavior change? A meta-analysis of the experimental evidence. Psychological Bulletin, 132(2), 249–268.
Whetzel, D. L., & McDaniel, M. A. (2009). Situational judgment tests: An overview of current research. Human Resource Management Review, 19(3), 188–202.
Zajonc, R. B. (1968). Attitudinal effects of mere exposure. Journal of Personality and Social Psychology, 9(2), 1–27.
Zajonc, R. B. (2001). Mere exposure: A gateway to the subliminal. Current Directions in Psychological Science, 10(6), 224–228.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Sense Publishers
About this chapter
Cite this chapter
Lipnevich, A.A., Gjicali, K., Krumm, S. (2016). Understanding Attitudes in Education. In: Khine, M.S., Areepattamannil, S. (eds) Non-cognitive Skills and Factors in Educational Attainment. Contemporary Approaches to Research in learning Innovations. SensePublishers, Rotterdam. https://doi.org/10.1007/978-94-6300-591-3_6
Download citation
DOI: https://doi.org/10.1007/978-94-6300-591-3_6
Publisher Name: SensePublishers, Rotterdam
Online ISBN: 978-94-6300-591-3
eBook Packages: EducationEducation (R0)