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Articles

Developing growth mindsets in engineering students: a systematic literature review of interventions

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Pages 503-527 | Received 28 Jan 2020, Accepted 10 Mar 2021, Published online: 03 May 2021

References

  • Note: Asterisks Indicate References Included as Part of the Systematic Literature Review.
  • Alpay, E., and J. Ireson. 2006. “Self-Theories of Intelligence of Engineering Students.” European Journal of Engineering Education 31 (2): 169–180. doi:10.1080/03043790600567027.
  • Baillie, C., and G. Fitzgerald. 2000. “Motivation and Attrition in Engineering Students.” European Journal of Engineering Education 25 (2): 145–155. doi:10.1080/030437900308544.
  • Bazelais, P., D. J. Lemay, T. Doleck, X. S. Hu, A. Vu, and J. Yao. 2018. “Grit, Mindset, and Academic Performance: A Study of Pre-University Science Students.” Eurasia Journal of Mathematics, Science and Technology Education 14 (12): 1–10. doi:10.29333/ejmste/94570.
  • Blackwell, L. S., K. H. Trzesniewski, and C. S. Dweck. 2007. “Implicit Theories of Intelligence Predict Achievement Across an Adolescent Transition: A Longitudinal Study and an Intervention.” Child Development 78 (1): 246–263.
  • Borrego, M., M. J. Foster, and J. E. Froyd. 2014. “What is the State of the Art of Systematic Review in Engineering Education?” Journal of Engineering Education 104 (2): 212–242. doi:10.1002/jee.20069.
  • Bostwick, K. C., A. J. Martin, R. J. Collie, and T. L. Durksen. 2019. “Growth Orientation Predicts Gains in Middle and High School Students' Mathematics Outcomes Over Time.” Contemporary Educational Psychology 58: 213–227. doi:10.1016/j.cedpsych.2019.03.010.
  • Briody, E. K., E. J. Berger, E. Wirtz, A. Ramos, G. Guruprasad, and E. F. Morrison. 2018. “Ritual as Work Strategy: A Window into Organizational Culture.” Human Organization 77 (3): 189–201. doi:10.17730/0018-7259.77.3.189.
  • Briody, E. K., E. Wirtz, A. Goldenstein, and E. J. Berger. 2019. “Breaking the Tyranny of Office Hours: Overcoming Professor Avoidance.” European Journal of Engineering Education 44 (5): 666–687. doi:10.1080/03043797.2019.1592116.
  • *Broda, M., J. Yun, B. Schneider, D. S. Yeager, G. M. Walton, and M. Diemer. 2018. “Reducing Inequality in Academic Success for Incoming College Students: A Randomized Trial of Growth Mindset and Belonging Interventions.” Journal of Research on Educational Effectiveness 11 (3): 317–338. doi:10.1080/19345747.2018.1429037.
  • *Calisto, G. W. 2013. “Effects of Using Word Problem Malleability Primes on Students.” Doctoral diss., Capella University.
  • Campbell, A. L. 2019. “How Do Students’ Beliefs About Mathematics Ability Change in Their First Year at University?” Critical Studies in Teaching and Learning 7 (1): 61–75. https://www.ajol.info/index.php/cristal/article/view/190570.
  • Campbell, A. L., T. S. Craig, and B. I. Collier-Reed. 2020. “A Framework for Using Learning Theories to Inform ‘Growth Mindset’ Activities.” International Journal of Mathematical Education in Science and Technology 51 (1): 26–43. doi:10.1080/0020739X.2018.1562118.
  • Canning, E. A., M. C. Murphy, K. T. U. Emerson, J. A. Chatman, C. S. Dweck, and L. J. Kray. 2020. “Cultures of Genius at Work: Organizational Mindsets Predict Cultural Norms, Trust, and Commitment.” Personality and Social Psychology Bulletin 46 (4): 626–642. doi:10.1177/0146167219872473.
  • Casad, B. J., D. L. Oyler, E. T. Sullivan, E. M. Mcclellan, D. N. Tierney, D. A. Anderson, P. A. Greeley, M. A. Fague, and B. J. Flammang. 2018. “Wise psychological interventions to improve gender and racial equality in STEM.” Group Processes & Intergroup Relations 21 (5): 767–787.
  • *Choi, D. S. 2018. “Grit, Mindsets, and Persistence of Engineering Students.” Doctoral diss., University of Illinois at Urbana-Champaign. https://www.ideals.illinois.edu/bitstream/handle/2142/101552/CHOI-DISSERTATION-2018.pdf?sequence=1&isAllowed=y.
  • Claro, S., D. Paunesku, and C. S. Dweck. 2016. “Growth Mindset Tempers the Effects of Poverty on Academic Achievement.” Proceedings of the National Academy of Sciences of the United States of America 113 (31): 8664–8668. doi:10.1073/pnas.1608207113.
  • Costa, A., and L. Faria. 2018. “Implicit Theories of Intelligence and Academic Achievement: A Meta-analytic Review.” Frontiers in Psychology 9 (829): 1–16. doi:10.3389/fpsyg.2018.00829.
  • *Cutts, Q., E. Cutts, S. Draper, P. O'Donnell, and P. Saffrey. 2010. “Manipulating Mindset to Positively Influence Introductory Programming Performance.” In Proceedings of the 41st ACM Technical Symposium on Computer Science Education, 431–435. http://eprints.gla.ac.uk/45858/.
  • De Castella, K., and D. Byrne. 2015. “My Intelligence May Be More Malleable Than Yours: The Revised Implicit Theories of Intelligence (Self-Theory) Scale is a Better Predictor of Achievement, Motivation, and Student Disengagement.” European Journal of Psychology of Education 30: 245–267. doi:10.1007/s10212-015-0244-y.
  • Direito, I., S. Chance, and M. Malik. 2019. “The Study of Grit in Engineering Education Research: A Systematic Literature Review.” European Journal of Engineering Education, 1–25. doi:10.1080/03043797.2019.1688256.
  • *Dringenberg, E., and A. Kramer. 2019. “The Influence of Both a Basic and an In-Depth Introduction of Growth Mindset on First-Year Engineering Students’ Intelligence Beliefs.” International Journal of Engineering Education 35 (4): 1052–1063.
  • *Dringenberg, E., A. Shermadou, and A. R. Betz. 2018. “Reactions from First-Year Engineering Students to an In-Depth Growth Mind-Set Intervention.” Proceedings of the 125th ASEE Annual Conference and Exposition, Salt Lake City, June 24–27.
  • Dweck, C. S. 1986. “Motivational Processes Affecting Learning.” American Psychologist 41 (10): 1040–1048. doi:10.1037/0003-066X.41.10.1040.
  • Dweck, C. S. 2000. Self-Theories: Their Role in Motivation, Personality, and Development. Philadelphia, PA: Psychology Press.
  • Dweck, C. S. 2006. Mindset: The New Psychology of Success. New York: Random House.
  • Dweck, C. S. 2014. The Power of Believing That You Can Improve [Video file]. www.ted.com/talks/carol_dweck_the_power_of_believing_that_you_can_improve.
  • Dweck, C. S., C. Y. Chiu, and Y. Y. Hong. 1995. “Implicit Theories and Their Role in Judgments and Reactions: A World from Two Perspectives.” Psychological Inquiry 6 (4): 267–285. doi:10.1207/s15327965pli0604_1.
  • Dweck, C. S., and E. L. Leggett. 1988. “A Social-Cognitive Approach to Motivation and Personality.” Psychological Review 95 (2): 256–273. doi:10.1037/0033-295X.95.2.256.
  • Einaudi, P. 2011. “Two Decades of Increasing Diversity More Than Doubled the Number of Minority Graduate Students in Science and Engineering.” InfoBrief (NSF 11-319), National Science Foundation, 1–9. https://wayback.archive-it.org/5902/20181004070829/https://www.nsf.gov/statistics/infbrief/nsf11319/.
  • *Fabert, N. S. 2014. “Growth Mindset Training to Increase Women’s Self-Efficacy in Science and Engineering: A Randomized-Controlled Trial.” Doctoral diss., Arizona State University. https://repository.asu.edu/attachments/137308/content/Fabert_asu_0010E_14151.pdf.
  • Flanigan, A. E., M. S. Peteranetz, D. F. Shell, and L.-K. Soh. 2015. “Exploring Changes in Computer Science Students’ Implicit Theories of Intelligence Across the Semester.” In Proceedings of the Eleventh Annual International Conference on International Computing Education Research, 161–168. doi:10.1145/2787622.2787722.
  • Fong, C. J., C. W. Davis, Y. Kim, Y. W. Kim, L. Marriott, and S. Kim. 2017. “Psychosocial Factors and Community College Student Success: A Meta-Analytic Investigation.” Review of Educational Research 87 (2): 388–424. doi:10.3102/0034654316653479.
  • *Frary, M. 2018. “Encouraging a Growth Mindset in Engineering Students.” Proceedings of the 125th ASEE Annual Conference and Exposition, Salt Lake City, June 24–27.
  • Good, C., A. Rattan, and C. S. Dweck. 2012. “Why Do Women Opt Out? Sense of Belonging and Women’s Representation in Mathematics.” Journal of Personality and Social Psychology 102 (4): 700–717. doi:10.1037/a0026659.
  • Henry, M. A., S. Shorter, L. Charkoudian, J. M. Heemstra, and L. A. Corwin. 2019. “FAIL is Not a Four-Letter Word: A Theoretical Framework for Exploring Undergraduate Students’ Approaches to Academic Challenge and Responses to Failure in STEM Learning Environments.” CBE – Life Sciences Education 18 (1): ar11.
  • Heyman, G. D., B. Martyna, and S. Bhatia. 2002. “Gender and Achievement-Related Beliefs among Engineering Students.” Journal of Women and Minorities in Science and Engineering 8 (1): 41–52. http://www.dl.begellhouse.com/journals/00551c876cc2f027,3d9029c134ca6690,43b4435b73dab1b2.html.
  • *Hoang, T. V. 2018. “Growth Mindset and Task Value Interventions in College Algebra.” Doctoral diss., Texas State University. https://digital.library.txstate.edu/handle/10877/7423.
  • Hong, Y., C. Chiu, and C. S. Dweck. 1995. “Implicit Theories of Intelligence: Reconsidering the Role of Confidence in Achievement Motivation.” In Efficacy, Agency, and Self-Esteem, edited by M. H. Kernis, 197–216. New York: Plenum.
  • Hong, Y. Y., C. S. Dweck, C. Y. Chiu, D. M. S. Lin, and W. Wan. 1999. “Implicit Theories, Attributions, and Coping: A Meaning System Approach.” Journal of Personality and Social Psychology 77 (3): 588–599. doi:10.1037/0022-3514.77.3.588.
  • Jungert, T. 2008. “A Longitudinal Study of Engineering Students’ Approaches to Their Studies.” Higher Education Research and Development 27 (3): 201–214. doi:10.1080/07294360802183770.
  • Karwowski, M. 2014. “Creative mindsets: Measurement, correlates, consequences.” Psychology of Aesthetics, Creativity, and the Arts 8 (1): 62–70. doi:10.1037/a0034898.
  • Levy, S. R., S. J. Stroessner, and C. S. Dweck. 1998. “Stereotype Formation and Endorsement: The Role of Implicit Theories.” Journal of Personality and Social Psychology 74 (6): 1421.
  • Limpo, T., and R. A. Alves. 2014. “Implicit Theories of Writing and Their Impact on Students' Response to a SRSD Intervention.” British Journal of Educational Psychology 84 (4): 571–590. doi:10.1111/bjep.12042.
  • Mindset Works Inc. 2017. Assess Your Mindset to Begin Your Journey Today. https://blog.mindsetworks.com/what-s-my-mindset.
  • Murphy, M. C., and C. S. Dweck. 2010. “A Culture of Genius: How an Organization’s Lay Theory Shapes People’s Cognition, Affect, and Behavior.” Personality and Social Psychology Bulletin 36 (3): 283–296. doi:10.1177/0146167209347380.
  • Ortiz Alvarado, N. B., M. Rodríguez Ontiveros, and E. A. Ayala Gaytán. 2019. “Do Mindsets Shape Students’ Well-Being and Performance?” The Journal of Psychology 153 (8): 843–859. doi:10.1080/00223980.2019.1631141.
  • Palmquist, M., and R. Young. 1992. “The Notion of Giftedness and Student Expectations About Writing.” Written Communication 9: 137–168. doi:10.1177/0741088392009001004.
  • Paunesku, D., G. M. Walton, C. Romero, E. N. Smith, D. S. Yeager, and C. S. Dweck. 2015. “Mind-Set Interventions are a Scalable Treatment for Academic Underachievement.” Psychological Science 26: 784–793. doi:10.1177/0956797615571017.
  • PERTS. 2015. Growth Mindset Assessment. Accessed January 16, 2020. https://survey.perts.net/share/toi.
  • Pierrakos, O. 2017. “Changing the Culture in a Senior Design Course to Focus on Grit, Mastery Orientation, Belonging, and Self-Efficacy: Building Strong Academic Mindsets and Psychological Preparedness.” International Journal of Engineering Education 33 (5): 1453–1467.
  • Rattan, A., K. Savani, N. V. R. Naidu, and C. S. Dweck. 2012. “Can Everyone Become Highly Intelligent? Cultural Differences in and Societal Consequences of Beliefs About the Universal Potential for Intelligence.” Journal of Personality and Social Psychology 103 (5): 787–803. doi:10.1037/a0029263.
  • *Reid, K. J., and D. M. Ferguson. 2014. “Do Design Experiences in Engineering Build a “Growth Mindset” in Students?” In ISEC 2014 – 4th IEEE Integrated STEM Education Conference, 1–5. doi:10.1109/ISECon.2014.6891046.
  • *Rhee, J., and C. S. Johnson. 2019. “Progress on Longitudinal Study of the Impact of Growth Mindset and Belonging Interventions in a Freshman Engineering Class.” Proceedings of the 125th ASEE Annual Conference, Tampa, FL, June 16–19. https://scholarworks.sjsu.edu/mech_eng_pub/23/.
  • *Rhee, J., C. Johnson, and C. M. Oyamot. 2017. “Preliminary Findings Using Growth Mindset and Belonging Interventions in a Freshman Engineering Class.” Proceedings of the 124th ASEE Annual Conference and Exposition, Columbus, June 25–28.
  • Robins, R. W., and J. L. Pals. 2002. “Implicit Self-Theories in the Academic Domain: Implications for Goal Orientation, Attributions, Affect, and Self-Esteem Change.” Self and Identity 1: 313–336. doi:10.1080/15298860290106805.
  • *Robinson, K. A. 2019. “Supporting Multiple Paths to Success: A Field Experiment Examining a Multifaceted, Multilevel Motivation Intervention.” Doctoral diss., Michigan State University. doi:10.1017/CBO9781107415324.004.
  • Rohde, J., L. Musselman, B. Benedict, D. Verdín, A. Godwin, A. Kirn, and G. Potvin. 2019. “Design Experiences, Engineering Identity, and Belongingness in Early Career Electrical and Computer Engineering Students.” IEEE Transactions on Education 62 (3): 165–172. doi:10.1109/TE.2019.2913356.
  • *Schubert, L. K. 2017. “Exploring the Connections Between Students’ Mindsets and Their Writing: An Intervention Study with a Course-Embedded Writing Tutor.” Doctoral diss., Indiana University of Pennsylvania. https://knowledge.library.iup.edu/etd/1568/.
  • Sheu, H. B., R. W. Lent, M. J. Miller, L. T. Penn, M. E. Cusick, and N. N. Truong. 2018. “Sources of Self-Efficacy and Outcome Expectations in Science, Technology, Engineering, and Mathematics Domains: A Meta-Analysis.” Journal of Vocational Behavior 109: 118–136. doi:10.1016/j.jvb.2018.10.003.
  • *Simon, B., B. Hanks, L. Murphy, S. Fitzgerald, R. McCauley, L. Thomas, and C. Zander. 2008. “Saying Isn't Necessarily Believing: Influencing Self-Theories in Computing.” In Proceedings of the Fourth International Workshop on Computing Education Research, Sydney, Australia, 173–184.
  • Sisk, V. F., A. P. Burgoyne, J. Sun, J. L. Butler, and B. N. Macnamara. 2018. “To What Extent and Under Which Circumstances Are Growth Mind-Sets Important to Academic Achievement? Two Meta-Analyses.” Psychological Science 29 (4): 549–571. doi:10.1177/0956797617739704.
  • Sternberg, R. J. 1985. “Implicit Theories of Intelligence, Creativity, and Wisdom.” Journal of Personality and Social Psychology 49 (3): 607.
  • Sternberg, R. J. 2004. “Intelligence in Humans.” In Encyclopedia of Applied Psychology, edited by C. Spielberger, 321–328. San Diego: Academic Press.
  • Stump, G. S., J. Husman, and M. Corby. 2014. “Engineering Students’ Intelligence Beliefs and Learning.” Journal of Engineering Education 103 (3): 369–387. doi:10.1002/jee.20051.
  • *Willeke, M. 2015. “Relationship Between Whole-Person Learning and Growth Mindset in First-Generation Learners.” Doctoral diss., Walden University. http://scholarworks.waldenu.edu/dissertations.
  • Yadav, A., V. Alexander, and S. Mehta. 2019. “Case-Based Instruction in Undergraduate Engineering: Does Student Confidence Predict Learning?” The International Journal of Engineering Education 35 (1): 25–34.
  • Yamazaki, S., and V. K. Kumar. 2013. “Implicit Theories of Intelligence and Creative Ability: Relationships with Academic Risk-Taking and Academic Stress.” The International Journal of Creativity and Problem Solving 23 (2): 25–40.
  • Yeager, D. S., B. Schneider, J. O. Brien, K. Flint, C. Romero, D. Paunesku, and C. S. Dweck. 2016. “Using Design Thinking to Improve Psychological Interventions: The Case of the Growth Mindset During the Transition to High School.” Journal of Educational Psychology 108 (3): 374–391. doi:10.1037/edu0000098.
  • Yeager, D. S., and G. M. Walton. 2011. “Social-Psychological Interventions in Education: They're Not Magic.” Review of Educational Research 81 (2): 267–301. doi:10.3102/0034654311405999.
  • Yeager, D. S., G. M. Walton, S. T. Brady, E. N. Akcinar, D. Paunesku, L. Keane, D. Kamentz, et al. 2016. “Teaching a Lay Theory Before College Narrows Achievement Gaps at Scale.” Proceedings of the National Academy of Sciences 113: E3341–E3348. doi:10.1073/pnas.1524360113.