STEM faculty who believe ability is fixed have larger racial achievement gaps and inspire less student motivation in their classes
Open accessAbstract
Racial achievement gaps are twice as large, and all students are less motivated, when STEM faculty believe ability is fixed.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Change will be most beneficial if faculty and administrators believe that underrepresented students are capable of being successful and make a strong commitment to quality in teaching.
“we caution that change will be most beneficial if faculty and administrators believe that underrepresented students are capable of being successful (44) and make a strong commitment to quality in teaching.”
From Active learning narrows achievement gaps for underrepresented students in undergraduate science, technology, engineering, and math (2020) · cites this paper as [44]
The Results and Discussion (page unavailable) link faculty growth-mindset beliefs with smaller racial achievement gaps and suggest that faculty mindset interventions could benefit underrepresented students. The paper studies faculty, not administrators, and does not establish that a change will be most beneficial under the stated condition. The separate commitment-to-teaching clause is not attached to this citation. (LLM, conf=0.84)
Experimental — accuracy not yet measuredLarger achievement gaps are correlated with faculty who have a fixed mindset, which interprets intelligence as innate and immutable and is therefore exclusion or selection-oriented.
“larger gaps are correlated with faculty who have a fixed mindset, which interprets intelligence as innate and immutable and is therefore exclusion or selection-oriented (44).”
From Active learning narrows achievement gaps for underrepresented students in undergraduate science, technology, engineering, and math (2020) · cites this paper as [44]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fitting Linear Mixed-Effects Models Using <b>lme4</b>
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015) · Journal of Statistical Software · doi:10.18637/jss.v067.i01 · Cited by 86,835 · see citing works
<b>lmerTest</b> Package: Tests in Linear Mixed Effects Models
Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2017) · Journal of Statistical Software · doi:10.18637/jss.v082.i13 · Cited by 24,346 · see citing works
Hierarchical Linear Models: Applications and Data Analysis Methods.
Longford, N. T., Bryk, A. S., & Raudenbush, S. W. (1993) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2075823 · Cited by 18,768 · cited 2× · see citing works
“A multilevel regression model accounted for the nested nature of the data (students nested within courses, nested within faculty) and controlled for confounding factors such as students’ previous achievement (SAT scores) and all available course and faculty characteristics (17).”
Stereotype threat and the intellectual test performance of African Americans.
Steele, C. M., & Aronson, J. (1995) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.69.5.797 · Cited by 8,449 · see citing works
Stereotype threat and the intellectual test performance of African Americans.
Steele, C. M., & Aronson, J. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.69.5.797 · Cited by 8,181 · see citing works
Rosenthal, R., & Jacobson, L. (1968) · The Urban Review · doi:10.1007/bf02322211 · Cited by 3,878 · see citing works
Stereotype Threat and Women's Math Performance
Spencer, S. J., Steele, C. M., & Quinn, D. M. (1999) · Journal of Experimental Social Psychology · doi:10.1006/jesp.1998.1373 · Cited by 3,435 · see citing works
Yeager, D. S., & Dweck, C. S. (2012) · Educational Psychologist · doi:10.1080/00461520.2012.722805 · Cited by 2,334 · see citing works
Pygmalion in the Classroom: Teacher Expectation and Pupils' Intellectual Development
Brookover, W., Rosenthal, R., & Jacobson, L. (1968) · American Sociological Review · doi:10.2307/2092211 · Cited by 2,200 · cited 1× · see citing works
“Classic findings regarding the influence of teacher beliefs on students’ performance demonstrate that when teachers have lower expectations for their students, those students become less motivated and perform more poorly in those teachers’ classes (10).”
Expectations of brilliance underlie gender distributions across academic disciplines
Leslie, S.-J., Cimpian, A., Meyer, M., & Freeland, E. (2015) · Science · doi:10.1126/science.1261375 · Cited by 1,516 · see citing works
Mind-sets matter: A meta-analytic review of implicit theories and self-regulation.
Burnette, J. L., O'Boyle, E. H., VanEpps, E. M., Pollack, J. M., & Finkel, E. J. (2013) · Psychological Bulletin · doi:10.1037/a0029531 · Cited by 1,367 · see citing works
Signaling Threat: How Situational Cues Affect Women in Math, Science, and Engineering Settings
Murphy, M. C., Steele, C. M., & Gross, J. J. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01995.x · Cited by 1,048 · see citing works
Self-citationMolden, D. C., & Dweck, C. S. (2006) · American Psychologist · doi:10.1037/0003-066x.61.3.192 · Cited by 861 · see citing works
Ceci, S., Ginther, D., Kahn, S., & Williams, W. (2014) · Psychological Science in the Public Interest · doi:10.1177/1529100614541236 · Cited by 751 · see citing works
Effect size measures for multilevel models: definition, interpretation, and TIMSS example
Lorah, J. (2018) · Large-scale Assessments in Education · doi:10.1186/s40536-018-0061-2 · Cited by 650 · cited 1× · see citing works
“All variables were standardized so that coefficients from the multilevel model can be interpreted as effect sizes ( 18 ).”
Rattan, A., Good, C., & Dweck, C. (2012) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2011.12.012 · Cited by 644 · cited 4× · see citing works
“Fixed mindset professors are more likely to judge a student as having low ability based on a single test performance (9) and to use unhelpful pedagogical practices, like encouraging students to drop difficult courses (e.”
InfluentialTeacher expectations, classroom context, and the achievement gap
McKown, C., & Weinstein, R. S. (2007) · Journal of School Psychology · doi:10.1016/j.jsp.2007.05.001 · Cited by 624 · cited 1× · see citing works
“These Pygmalion effects are even stronger for URM students (11, 12).”
Jussim, L., Eccles, J., & Madon, S. (1996) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(08)60240-3 · Cited by 555 · cited 1× · see citing works
“These Pygmalion effects are even stronger for URM students (11, 12).”
Miller, D. I., Nolla, K. M., Eagly, A. H., & Uttal, D. H. (2018) · Child Development · doi:10.1111/cdev.13039 · Cited by 530 · see citing works
Teaching a lay theory before college narrows achievement gaps at scale
Yeager, D., Walton, G., Brady, S. T., Akcinar, E., Paunesku, D., Keane, L., Kamentz, D., Ritter, G., Duckworth, A., Urstein, R., et al. (2016) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.1524360113 · Cited by 476 · see citing works
Stereotype threat and executive resource depletion: Examining the influence of emotion regulation.
Johns, M., Inzlicht, M., & Schmader, T. (2008) · Journal of Experimental Psychology General · doi:10.1037/a0013834 · Cited by 471 · see citing works
Marx, D. M., & Goff, P. A. (2005) · British Journal of Social Psychology · doi:10.1348/014466604x17948 · Cited by 245 · cited 2× · see citing works
“Classic studies that document stereotype threat underperformance effects typically manipulate threatening (versus nonthreatening) situational cues in the learning environment, such as an experimenter’s race/ ethnicity/gender, and assess students’ intellectual performance as the primary indicator of stereotype threat (…”
The “Obama Effect”: How a salient role model reduces race-based performance differences
Marx, D. M., Ko, S. J., & Friedman, R. (2009) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2009.03.012 · Cited by 194 · see citing works
Park, D., Gunderson, E. A., Tsukayama, E., Levine, S. C., & Beilock, S. L. (2016) · Journal of Educational Psychology · doi:10.1037/edu0000064 · Cited by 194 · cited 1× · see citing works
“2 of 7 teacher beliefs have only been examined among young children (16) and have not been applied in undergraduate populations, where career decisions and trajectories are more salient.”
The Differential Effects of Solo Status on Members of High- and Low-Status Groups
Sekaquaptewa, D., & Thompson, M. (2002) · Personality and Social Psychology Bulletin · doi:10.1177/0146167202288013 · Cited by 190 · cited 1× · see citing works
“Classic studies that document stereotype threat underperformance effects typically manipulate threatening (versus nonthreatening) situational cues in the learning environment, such as an experimenter’s race/ ethnicity/gender, and assess students’ intellectual performance as the primary indicator of stereotype threat (…”
Stereotype Threat Undermines Academic Learning
Taylor, V. J., & Walton, G. M. (2011) · Personality and Social Psychology Bulletin · doi:10.1177/0146167211406506 · Cited by 184 · see citing works
My Fair Physicist? Feminine Math and Science Role Models Demotivate Young Girls
Betz, D. E., & Sekaquaptewa, D. (2012) · Social Psychological and Personality Science · doi:10.1177/1948550612440735 · Cited by 184 · cited 1× · see citing works
“Classic studies that document stereotype threat underperformance effects typically manipulate threatening (versus nonthreatening) situational cues in the learning environment, such as an experimenter’s race/ ethnicity/gender, and assess students’ intellectual performance as the primary indicator of stereotype threat (…”
Messages about brilliance undermine women's interest in educational and professional opportunities
Bian, L., Leslie, S., Murphy, M. C., & Cimpian, A. (2018) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2017.11.006 · Cited by 184 · see citing works
Self-citationThe role of situational cues in signaling and maintaining stereotype threat.
Murphy, M., & Taylor, V. J. (2012) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199732449.003.0002 · Cited by 153 · see citing works
Self-citationRattan, A., Savani, K., Komarraju, M., Morrison, M. M., Boggs, C. L., & Ambady, N. (2018) · Journal of Personality and Social Psychology · doi:10.1037/pspi0000130 · Cited by 135 · cited 1× · see citing works
“Previous research has examined students’ perceptions of faculty beliefs (15), yet no study, to our knowledge, has examined actual self-reported mindset beliefs of STEM faculty as a predictor of student performance.”
A Company I Can Trust? Organizational Lay Theories Moderate Stereotype Threat for Women
Emerson, K. T. U., & Murphy, M. C. (2015) · Personality and Social Psychology Bulletin · doi:10.1177/0146167214564969 · Cited by 107 · see citing works
Self-citationLayne, I. (2022) · The Israeli Peace Movement · doi:10.1787/g2171554e-en · Cited by 106
Targets as perceivers: How people determine when they will be negatively stereotyped.
Wout, D. A., Shih, M. J., Jackson, J. S., & Sellers, R. M. (2009) · Journal of Personality and Social Psychology · doi:10.1037/a0012880 · Cited by 90 · see citing works
A recipe for change: Creating a more inclusive academy
Mitchneck, B., Smith, J. L., & Latimer, M. (2016) · Science · doi:10.1126/science.aad8493 · Cited by 53 · see citing works
Flagged first, then by citations
11 of the 45 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- [8]C. S. Dweck, Self-theories: Their Role in Motivation, Personality, and Development (Psychology Press, 1999).
- [19]D. M. Bates, Lme4: Mixed-Effects Modeling With R (Springer, 2010).
- [32]D. M. Steele, B. Cohn-Vargas, Identity Safe Classrooms: Places to Belong and Learn (Corwin Press, ed. 1, 2013).
Cited by
Sorted by citations
Theobald, E. J., Hill, M. J., Tran, E., Agrawal, S., Arroyo, E. N., Behling, S., Chambwe, N., Cintrón, D. L., Cooper, J. D., Dunster, G., et al. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1916903117 · Cited by 1,387 · see citing works
Mindsets: A View From Two Eras
Dweck, C. S., & Yeager, D. S. (2019) · Perspectives on Psychological Science · doi:10.1177/1745691618804166 · Cited by 1,259 · see citing works
What can be learned from growth mindset controversies?
Yeager, D. S., & Dweck, C. S. (2020) · American Psychologist · doi:10.1037/amp0000794 · Cited by 868 · see citing works
“As the field begins to tackle this challenge, it will not have to start from scratch but can build on recent studies documenting the role of teachers’ mindsets and mindsetrelated practices in student achievement (e.g. Canning et al. 2019).”
BackgroundTeacher Mindsets Help Explain Where a Growth-Mindset Intervention Does and Doesn’t Work
Yeager, D. S., Carroll, J. M., Buontempo, J., Cimpian, A., Woody, S., Crosnoe, R., Muller, C., Murray, J. S., Mhatre, P. C., Kersting, N., et al. (2021) · Psychology Science · doi:10.1177/09567976211028984 · Cited by 247 · see citing works
“) In the pilot study, we found that teachers’ mindsets in fact predicted their endorsement of practices expected to follow from teachers’ mindsets on the basis of theory and past research (Canning et al., 2019; Haimovitz & Dweck, 2017; Leslie et al., 2015; Muenks et al., 2020).”
BackgroundResultInfluentialSelf-citationMuenks, K., Canning, E. A., LaCosse, J., Green, D. J., Zirkel, S., Garcia, J. A., & Murphy, M. (2020) · Journal of experimental psychology. General · doi:10.1037/xge0000763 · Cited by 211 · see citing works
Self-citationCreating inclusive classrooms by engaging STEM faculty in culturally responsive teaching workshops
O’Leary, E. S., Shapiro, C. A., Toma, S., Sayson, H. W., Levis‐Fitzgerald, M., Johnson, T., & Sork, V. L. (2020) · International Journal of STEM Education · doi:10.1186/s40594-020-00230-7 · Cited by 241 · see citing works
“Research shows that the achievement gap in courses taught by faculty who endorse fixed-mindset beliefs are twice as large as those in courses taught by faculty who espouse growth mindset beliefs (Canning et al., 2019).”
BackgroundInfluentialWhere and with whom does a brief social-belonging intervention promote progress in college?
Walton, G. M., Murphy, M. C., Logel, C., Yeager, D. S., Goyer, J. P., Brady, S. T., Emerson, K. T. U., Paunesku, D., Fotuhi, O., Blodorn, A., et al. (2023) · Science · doi:10.1126/science.ade4420 · Cited by 131 · see citing works
Self-citationHeyder, A., Weidinger, A. F., Cimpian, A., & Steinmayr, R. (2020) · Learning and Instruction · doi:10.1016/j.learninstruc.2019.101220 · Cited by 128 · see citing works
Do introductory courses disproportionately drive minoritized students out of STEM pathways?
Hatfield, N. J., Brown, N. P., & Topaz, C. M. (2022) · PNAS Nexus · doi:10.1093/pnasnexus/pgac167 · Cited by 138 · see citing works
“…factors: pedagogy, e.g. traditional lecture versus active learning methods (30); class size; assessment, e.g. high-stakes final exams versus mastery grading; course prerequisites and placement; curriculum; and instructor variables such as whether one holds a fixed versus growth mindset (31).”
BackgroundTeacher mindset is associated with development of students' growth mindset
Mesler, R. M., Corbin, C. M., & Martin, B. (2021) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2021.101299 · Cited by 112 · see citing works
Systemic racism in higher education
Barber, P. H., Hayes, T. B., Johnson, T. L., & Márquez-Magaña, L. (2020) · Science · doi:10.1126/science.abd7140 · Cited by 111 · see citing works
Kroeper, K. M., Fried, A. C., & Murphy, M. C. (2022) · Social Psychology of Education · doi:10.1007/s11218-022-09689-4 · Cited by 121 · see citing works
“When classroom environments support and encourage students’ growth mindset beliefs, students are far more likely to flourish (Canning et al., 2019; Yeager et al., 2019, 2021).”
BackgroundResultSelf-citationSilverman, D. M., Rosario, R., Hernandez, I. A., & Destin, M. (2023) · Personality and Social Psychology Review · doi:10.1177/10888683221145243 · Cited by 100 · see citing works
Rege, M., Hanselman, P., Solli, I. F., Dweck, C. S., Ludvigsen, S., Bettinger, E., Crosnoe, R. L., Muller, C. L., Walton, G. M., Duckworth, A. L., et al. (2020) · American Psychologist · doi:10.1037/amp0000647 · Cited by 121 · see citing works
Harris, B. N., McCarthy, P. C., Wright, A. M., Schutz, H., Boersma, K. S., Shepherd, S. L., Manning, L. A., Malisch, J. L., & Ellington, R. (2020) · Ecology and Evolution · doi:10.1002/ece3.6915 · Cited by 128 · see citing works
“For example, a large study (>15,000 students, 150 faculty) found that students enrolled in STEM courses taught by instructors with a fixed mindset earned lower grades than those taught by instructors with a growth mindset (Canning et al., 2019).”
BackgroundInfluentialGendered patterns in the construction of physics identity from motivational factors
Kalender, Z. Y., Marshman, E., Schunn, C. D., Nokes‐Malach, T. J., & Singh, C. (2019) · Physical Review Physics Education Research · doi:10.1103/physrevphyseducres.15.020119 · Cited by 122 · see citing works
Thiem, K. C., & Dasgupta, N. (2022) · Social Issues and Policy Review · doi:10.1111/sipr.12085 · Cited by 120 · see citing works
Equitable and Inclusive Practices Designed to Reduce Equity Gaps in Undergraduate Chemistry Courses
White, K. N., Vincent-Layton, K., & Villarreal, B. J. (2020) · Journal of Chemical Education · doi:10.1021/acs.jchemed.0c01094 · Cited by 115 · see citing works
LaCosse, J., Murphy, M., Garcia, J. A., & Zirkel, S. (2020) · Journal of Educational Psychology · doi:10.1037/edu0000620 · Cited by 92
“In addition, recent research suggests that professors’ self-reported mindset beliefs about the malleability of intelligence can have similar motivational and performance effects for students (Canning et al., 2019; De Kraker-Pauw et al., 2017; Leslie et al., 2015; Rattan et al., 2012).”
BackgroundSelf-citationField courses narrow demographic achievement gaps in ecology and evolutionary biology
Beltran, R. S., Marnocha, E., Race, A. I., Croll, D. A., Dayton, G. H., & Zavaleta, E. S. (2020) · Ecology and Evolution · doi:10.1002/ece3.6300 · Cited by 122 · see citing works
“Thus, broadening participation and achievement of racial minorities in STEM must continue to be an important community goal (Canning et al., 2019; Nielsen et al., 2017).”
BackgroundLou, N., & Li, L.-M. M. W. (2022) · British Journal of Educational Psychology · doi:10.1111/bjep.12544 · Cited by 86 · see citing works
The future of feedback: Motivating performance improvement through future-focused feedback
Gnepp, J., Klayman, J., Williamson, I. O., & Barlas, S. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234444 · Cited by 112 · see citing works
“Recent research, for example, finds that professors with more growth mindsets have students who perform better and report being more motivated to do their best work [76].”
BackgroundAchieving STEM diversity: Fix the classrooms
Handelsman, J., Elgin, S., Estrada, M., Hays, S., Johnson, T., Miller, S., Mingo, V., Shaffer, C., & Williams, J. (2022) · Science · doi:10.1126/science.abn9515 · Cited by 82 · see citing works
Professors Who Signal a Fixed Mindset About Ability Undermine Women’s Performance in STEM
Canning, E. A., Ozier, E. M., Williams, H. E., AlRasheed, R., & Murphy, M. C. (2021) · Social Psychological and Personality Science · doi:10.1177/19485506211030398 · Cited by 94 · see citing works
“…that one’s professor endorses a fixed (vs. growth) mindset has been linked to a host of negative outcomes for students, including greater psychological vulnerability (Muenks et al., 2020), lower motivation (LaCosse et al., 2020; Rattan et al., 2012), and lower grades (Canning et al., 2019).”
BackgroundMethodResultInfluentialSelf-citationBeyond students: how teacher psychology shapes educational inequality.
Turetsky, K. M., Sinclair, S. L., Starck, J. G., & Shelton, J. N. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.04.006 · Cited by 82 · see citing works
“Additionally, although teachers’ expression of fixed or non-universal ability beliefs may harm all students [92], members of marginalized social groups may be disproportionately affected due to prevalent negative stereotypes about their ability [28,32,93,94].”
BackgroundEstablishing effective STEM mentoring relationships through mentor training
Stelter, R. L., Kupersmidt, J. B., & Stump, K. N. (2020) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.14470 · Cited by 104 · see citing works
Smith, P. (2020) · Encyclopedia of Education and Information Technologies · doi:10.4018/978-1-7998-4237-8.ch001 · Cited by 78
The Acquisition of Gender Stereotypes about Intellectual Ability: Intersections with Race
Jaxon, J., Lei, R. F., Shachnai, R., Chestnut, E. K., & Cimpian, A. (2019) · Journal of Social Issues · doi:10.1111/josi.12352 · Cited by 89 · see citing works
“…if future work were to suggest that minority women are spared from the brunt of race-brilliance stereotypes, that would not mean that they do not face barriers to success in science and other brilliance-oriented fields (e.g., Canning, Muenks, Green, & Murphy, 2019; Ozier, Taylor, & Murphy, 2019).”
BackgroundDonovan, B., Weindling, M., Salazar, B., Duncan, A., Stuhlsatz, M. A. M., & Keck, P. (2020) · Journal of Research in Science Teaching · doi:10.1002/tea.21670 · Cited by 82 · see citing works
Whitcomb, K. M., Cwik, S., & Singh, C. (2020) · AERA Open · doi:10.1177/23328584211059823 · Cited by 75 · see citing works
“For example, in a study of roughly 150 STEM instructors by Canning et al. (2019), courses taught by instructors with a fixed mindset had twice as large of an achievement gap between students from privileged and less privileged demographic groups as compared to courses taught by instructors with a…”
Edwards, J. D., Barthelemy, R. S., & Frey, R. F. (2021) · Journal of Chemical Education · doi:10.1021/acs.jchemed.1c00405 · Cited by 90 · see citing works
Lou, N., & Noels, K. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.01417 · Cited by 74 · see citing works
“Previous research showed that teachers who believed in fixed mindsets are more likely to create a more controlling learning environment (Leroy et al., 2007; Canning et al., 2019) and to provide consoling feedback to poor performers (Rattan et al., 2012).”
BackgroundGagnier, K. M., Holochwost, S. J., & Fisher, K. R. (2021) · Journal of Research in Science Teaching · doi:10.1002/tea.21722 · Cited by 87 · see citing works
“…effectiveness, and their beliefs (e.g. self-efficacy) and feelings (e.g. anxiety) can influence intervention fidelity (Cantrell et al., 2013; Klimes-Dougan et al., 2009) and student motivation and achievement (Anderson et al., 1988; Beilock et al., 2010; Canning et al., 2019; Lumpe et al., 2012).”
BackgroundPersonal and organizational mindsets at work
Murphy, M. C., & Reeves, S. L. (2019) · Research in Organizational Behavior · doi:10.1016/j.riob.2020.100121 · Cited by 85 · see citing works
“…between underrepresented racial minority (URM) students and non-URM students was nearly twice as large in STEM courses taught by professors who self-reported more fixed mindset beliefs relative to courses taught by professors who self-reported more growth mindset beliefs (Canning et al., 2019).”
BackgroundResultInfluentialSelf-citationHecht, C. A., Yeager, D. S., Dweck, C. S., & Murphy, M. C. (2021) · Advances in child development and behavior · doi:10.1016/bs.acdb.2021.04.004 · Cited by 93 · see citing works
Self-citationA Meta-Analysis on Teachers’ Growth Mindset
Bardach, L., Bostwick, K. C. P., Fütterer, T., Kopatz, M., Hobbi, D. M., Klassen, R. M., & Pietschnig, J. (2024) · Educational Psychology Review · doi:10.1007/s10648-024-09925-7 · Cited by 69 · see citing works
“However, relationships between teachers’ growth mindset and student achievement have only rarely been addressed, yielding mixed findings (e.g., Canning et al., 2019; Park et al., 2016).”
BackgroundKroeper, K. M., Muenks, K. M., Canning, E. A., & Murphy, M. C. (2022) · Teaching and Teacher Education · doi:10.1016/j.tate.2022.103717 · Cited by 65 · see citing works
Self-citationUnderstanding Culture Clashes and Catalyzing Change: A Culture Cycle Approach
Hamedani, M., & Markus, H. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00700 · Cited by 59 · see citing works
Muenks, K. M., Yan, V. X., & Telang, N. K. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.633570 · Cited by 36 · see citing works
Self-citationBelonging in general chemistry predicts first-year undergraduates’ performance and attrition
Fink, A., Frey, R. F., & Solomon, E. D. (2020) · Chemistry Education Research and Practice · doi:10.1039/d0rp00053a · Cited by 132 · see citing works
Hales, K. G. (2020) · CBE—Life Sciences Education · doi:10.1187/cbe.19-08-0156 · Cited by 58 · see citing works
Efficiently exploring the causal role of contextual moderators in behavioral science
Hecht, C. A., Dweck, C., Murphy, M. C., Kroeper, K. M., & Yeager, D. (2022) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.2216315120 · Cited by 52 · see citing works
Self-citationThe Choice to Make a Difference
Dweck, C. S. (2019) · Perspectives on Psychological Science · doi:10.1177/1745691618804180 · Cited by 75 · see citing works
Binning, K. R., & Browman, A. S. (2020) · Social Issues and Policy Review · doi:10.1111/sipr.12066 · Cited by 51 · see citing works
“…that either target both students and external factors (e.g., contextual messages supporting inclusion [Murphy et al., 2018], teachers’ mindsets [Canning et al., 2019]) or that incorporate both expectancy-enhancing and value-sustaining messages (Browman et al., in press) may lift barriers to…”
BackgroundNalipay, M. J., King, R. B., Mordeno, I. G., Chai, C.-S., & Jong, M. (2021) · Social Psychology of Education · doi:10.1007/s11218-021-09661-8 · Cited by 50 · see citing works
African Americans in evolutionary science: where we have been, and what’s next
Graves, J. (2019) · Evolution: Education and Outreach · doi:10.1186/s12052-019-0110-5 · Cited by 50
“A study has recently been published demonstrating that STEM faculty who believe that student ability is fixed, show greater racial achievement disparity in their courses (Canning et al. 2019).”
BackgroundHecht, C. A., Bryan, C. J., & Yeager, D. S. (2023) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2210704120 · Cited by 53 · see citing works
“One aspect of the education system that can impact inequality in academic outcomes is the classroom culture: teachers’ and students’ shared system of goals, beliefs, and norms that define what it means to be a learner in that classroom (6–8, see refs.”
Growth-Mindset Intervention Delivered by Teachers Boosts Achievement in Early Adolescence
Porter, T., Molina, D. C., Cimpian, A., Roberts, S., Fredericks, A. C., Blackwell, L., & Trzesniewski, K. (2022) · Psychology Science · doi:10.1177/09567976211061109 · Cited by 49 · see citing works
“compensate for the negative toll that teachers with fixed mindsets typically take on students’ motivation and achievement (Canning et al., 2019; Heyder et al., 2020).”
BackgroundReframing Educational Outcomes: Moving beyond Achievement Gaps
Shukla, S. Y., Theobald, E. J., Abraham, J. K., & Price, R. (2022) · CBE - Life Sciences Education · doi:10.1187/cbe.21-05-0130 · Cited by 49 · see citing works
“If the goal is to dismantle inequities in our educational systems and research on those systems, the biology education research community must consider the historical and social weight of its literature to address racism head on, as progressive articles have been doing (e.g., Eddy and Hogan, 2014; Canning et al., 2019…”
BackgroundInfluentialCotner, S. H., Jeno, L. M., Walker, J. D., Jørgensen, C., & Vandvik, V. (2020) · International Journal of STEM Education · doi:10.1186/s40594-020-00252-1 · Cited by 64 · see citing works
“Canning et al (2019) recently documented how the courses of STEM faculty with a “fixed” mindset respecting intelligence demonstrate greater performance gaps between underrepresented students and their well-represented counterparts.”
BackgroundSeo, E., & Lee, Y. (2021) · Journal of Youth and Adolescence · doi:10.1007/s10964-021-01435-x · Cited by 54 · see citing works
“Finally, Canning et al. (2019) found that when faculty members firmly believed that intelligence is fixed, their classroom showed greater racial achievement gaps favoring Asian and White students over Black, Latinx, Native American, Native Alaskan, Native Hawaiian, and Pacific Island students.”
BackgroundYik, B. J., Raker, J. R., Apkarian, N., Stains, M., Henderson, C., Dancy, M., & Johnson, E. (2022) · International Journal of STEM Education · doi:10.1186/s40594-022-00333-3 · Cited by 54 · see citing works
“These training and experiences should aim to make instructors aware of how their mindset influences the culture in their classes and student motivation and achievement (Canning et al., 2019).”
BackgroundInfluentialCanning, E. A., White, M., & Davis, W. B. (2024) · CBE—Life Sciences Education · doi:10.1187/cbe.23-07-0131 · Cited by 65 · see citing works
“Recently, a university-wide study conducted with STEM instructors revealed that students earned higher grades when their instructor endorsed more of a growth (vs. fixed) mindset– and this was especially true for stigmatized students (Canning et al. , 2019).”
BackgroundSelf-citationFrustration in the Classroom: Causes and Strategies to Help Teachers Cope Productively
Park, D., & Ramirez, G. (2022) · Educational Psychology Review · doi:10.1007/s10648-022-09707-z · Cited by 55 · see citing works
Albahrani, A. (2022) · The Journal of Economic Education · doi:10.1080/00220485.2022.2075507 · Cited by 43 · see citing works
“Canning et al. (2019) find that STEM faculty who believe ability is fixed had twice as large racial achievement gaps than instructors who expressed a growth mindset.”
BackgroundZeeb, H., Ostertag, J., & Renkl, A. (2020) · Education Research International · doi:10.1155/2020/8067619 · Cited by 43 · see citing works
“, [34, 61]) and are therefore the main actors who can create a growth mindset culture in the long term.”
BackgroundSTEM-E: Fostering mathematical creative thinking ability in the 21st Century
Suherman, Vidákovich, T., & Komarudin (2021) · Journal of Physics, Conference Series · doi:10.1088/1742-6596/1882/1/012164 · Cited by 42
The Value of Support: STEM Intervention Programs Impact Student Persistence and Belonging
Shortlidge, E. E., Gray, M. J., Estes, S., & Goodwin, E. C. (2024) · CBE—Life Sciences Education · doi:10.1187/cbe.23-04-0059 · Cited by 53 · see citing works
“This affective support can be promoted by instructors demonstrating a growth mindset (Canning et al. , 2019), intentionally integrating belonging interventions (Murphy et al. , 2020), and sending students simple cues of kindness (Estrada et al. , 2018a).”
Theoretical and methodological directions in mindset intervention research
Canning, E. A., & Limeri, L. B. (2023) · Social & Personality Psychology Compass · doi:10.1111/spc3.12758 · Cited by 40 · see citing works
“Given the previous correlational work in this area (Canning et al., 2019; Yeager et al., 2021), we hypothesize that there will be an interaction between these two interventions, such that students who are taught to develop a personal growth mindset and receive growth mindset messages from their…”
BackgroundInfluentialSelf-citationEducators’ Beliefs About Students’ Socioeconomic Backgrounds as a Pathway for Supporting Motivation
Silverman, D. M., Hernandez, I. A., & Destin, M. (2021) · Personality and Social Psychology Bulletin · doi:10.1177/01461672211061945 · Cited by 40 · see citing works
“For example, both educators’ reported beliefs about whether intelligence is fixed or malleable and students’ perceptions of those beliefs are associated with student motivation and the emergence of academic achievement gaps (Canning et al., 2019; Reich & Arkin, 2006).”
BackgroundRichardson, D., Bledsoe, R. S., & Cortez, Z. (2020) · CBE - Life Sciences Education · doi:10.1187/cbe.19-11-0238 · Cited by 40 · see citing works
“Canning et al. (2019) argue that “professors’ beliefs about the nature of intelligence are likely to shape the way they structure their course, how they communicate with students, and how they encourage (or discourage) students’ persistence.”
BackgroundAssociations between teacher expectations and racial disproportionality in discipline referrals
Santiago‐Rosario, M. R., Whitcomb, S. A., Pearlman, J., & McIntosh, K. (2021) · Journal of School Psychology · doi:10.1016/j.jsp.2021.02.004 · Cited by 44 · see citing works
Grades, grade component weighting, and demographic disparities in introductory physics
Simmons, A., & Heckler, A. F. (2020) · Physical Review Physics Education Research · doi:10.1103/physrevphyseducres.16.020125 · Cited by 39 · see citing works
Influence of managers’ mindset on leadership behavior
Kouzes, T. K., & Posner, B. (2019) · Leadership & Organization Development Journal · doi:10.1108/lodj-03-2019-0142 · Cited by 37 · see citing works
Batty, L. C., & Reilly, K. (2022) · Journal of Biological Education · doi:10.1080/00219266.2021.2012227 · Cited by 41 · see citing works
“Causes of this are likely to be complex and require further research; however, it is recognised that this requires removal of institutional barriers and the importance of staff attitudes can be a critical factor (Canning et al. 2019).”
BackgroundWomen’s career confidence in a fixed, sexist STEM environment
Clark, S. L., Dyar, C., Inman, E. M., Maung, N., & London, B. E. (2021) · International Journal of STEM Education · doi:10.1186/s40594-021-00313-z · Cited by 45 · see citing works
“Furthermore, in a study comparing outcomes for courses taught by faculty with entity vs. incremental mindsets, students learning from entity-oriented professors reported less motivation, more negative experiences, and exhibited wider racial achievement gaps in those courses (Canning et al., 2019).”
ResultImpact of perceived recognition by physics instructors on women’s self-efficacy and interest
Li, Y., & Singh, C. (2023) · Physical Review Physics Education Research · doi:10.1103/physrevphyseducres.19.020125 · Cited by 35 · see citing works
“students can excel in their courses can influence students’ motivation and achievement, and underrepresented students are more likely to be demotivated and have negative experiences in classes taught by fixed mindset instructors [62].”
BackgroundGoal congruity theory: Navigating the social structure to fulfill goals
Diekman, A. B., Joshi, M. P., & Benson‐Greenwald, T. M. (2020) · Advances in experimental social psychology · doi:10.1016/bs.aesp.2020.04.003 · Cited by 48 · see citing works
Diversity by design: Broadening participation through inclusive teaching
Goering, A. E., Resnick, C., Bradford, K., & Othus-Gault, S. (2022) · New Directions for Community Colleges · doi:10.1002/cc.20525 · Cited by 34 · see citing works
Muenks, K., Yan, V. X., Woodward, N. R., & Frey, S. E. (2021) · Learning and Individual Differences · doi:10.1016/j.lindif.2021.102088 · Cited by 34 · see citing works
Self-citationImplementing and Evaluating Growth Mindset Pedagogy – A Study of Finnish Elementary School Teachers
Rissanen, I., Laine, S., Puusepp, I., Kuusisto, E., & Tirri, K. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.753698 · Cited by 33 · see citing works
“The mindsets of teachers (Rattan et al., 2012; Canning et al., 2019; Bostwick et al., 2020) and, in turn, their feedback style (Schmidt et al.”
BackgroundGoudeau, S., & Cimpian, A. (2021) · Perspectives on Psychological Science · doi:10.1177/1745691620953781 · Cited by 42 · see citing works
Cultivating inclusive instructional and research environments in ecology and evolutionary science
Emery, N. C., Bledsoe, E. K., Hasley, A. O., & Eaton, C. D. (2020) · Ecology and Evolution · doi:10.1002/ece3.7062 · Cited by 40 · see citing works
“This approach can have tremendous positive impacts on students and mentees, resulting in improved outcomes for traditionally underserved students (Canning et al., 2019).”
Taggart, J., & Wheeler, L. (2023) · Active Learning in Higher Education · doi:10.1177/14697874231193938 · Cited by 32 · see citing works
“Research also illustrates the important role the instructor plays in teaching and learning (e.g., Canning et al., 2019); yet, there are limited studies understanding how instructors approach designing and enacting collaborative learning.”
Instructor mindset beliefs and behaviors: How do students and instructors perceive them?
Muenks, K., Kroeper, K. M., Canning, E. A., & Murphy, M. C. (2024) · Social Psychology of Education · doi:10.1007/s11218-024-09948-6 · Cited by 31 · see citing works
“…tribute to mindset cultures and how mindset cultures relate to students’ academic, psychological, and emotional outcomes (e.g., Brown & Cross, 2020 ; Canning et al., 2019, Canning et al., 2022 ; Heyder & Brunner, 2018 ; Kim, 2023 ; Kroeper et al., 2024 ; LaCosse et al., 2021 ; Lou & Noels, 2020 ;…”
InfluentialSelf-citationCastle, S. D., Byrd, W. C., Koester, B. P., Pearson, M. I., Bonem, E. M., Caporale, N., Cwik, S., Denaro, K., Fiorini, S., Li, Y., et al. (2024) · International Journal of STEM Education · doi:10.1186/s40594-024-00474-7 · Cited by 40 · see citing works
“Prior research advocates for course-level changes such as working with instructors to counter ideas that students have fixed ability and intelligence (Canning et al., 2019) and fostering approaches to increase students’ growth mindset and sense of belonging (Chen et al., 2021).”
BackgroundFrom Basic to Humane Genomics Literacy
Donovan, B., Weindling, M., & Lee, D. M. (2020) · Science & Education · doi:10.1007/s11191-020-00171-1 · Cited by 34 · see citing works
Barghamadi, M. (2023) · Individual Differences in Language Education: An International Journal · doi:10.32038/idle.2023.01.05 · Cited by 30
Patrick, A., Andrews, M., Riegle‐Crumb, C., Kendall, M., Bachman, J. C., & Subbian, V. (2023) · Journal of Engineering Education · doi:10.1002/jee.20510 · Cited by 38 · see citing works
“…characteristics of their student population, they can begin to reverse the adverse effects of stereotype threat (Walton & Spencer, 2009), instructor bias (Canning et al., 2019), and classroom environments constructed based on the dominant White culture (Crisp et al., 2015; Ladson-Billings, 1995).”
BackgroundDersch, A., Heyder, A., & Eitel, A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.820254 · Cited by 37 · see citing works
Whose ability and growth matter? Gender, mindset and performance in physics
Malespina, A., Schunn, C. D., & Singh, C. (2022) · International Journal of STEM Education · doi:10.1186/s40594-022-00342-2 · Cited by 37 · see citing works
Miller, M. D., Castillo, G., Medoff, N. J., & Hardy, A. (2021) · Innovative Higher Education · doi:10.1007/s10755-021-09551-z · Cited by 29 · see citing works
Social Learning Theory in Clinical Setting: Connectivism, Constructivism, and Role Modeling Approach
Khushk, A., Dacholfany, M. I., Abdurohim, D., & Aman, N. (2022) · Health Economics and Management Review · doi:10.21272/hem.2022.3-04 · Cited by 29
Undergraduate neuroscience education: Meeting the challenges of the 21st century
Ramirez, J. J. (2020) · Neuroscience Letters · doi:10.1016/j.neulet.2020.135418 · Cited by 38 · see citing works
“[74] examined the possible effect that faculty members’ beliefs about intellectual growth and ability might have on the performance of students who enroll in their classes.”
BackgroundTise, J. C., Hernandez, P. R., & Schultz, P. W. (2023) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2023.102233 · Cited by 32 · see citing works
Shifting the mindset culture to address global educational disparities
Hecht, C. A., Murphy, M. C., Dweck, C. S., Bryan, C. J., Trzesniewski, K. H., Medrano, F. N., Giani, M., Mhatre, P. C., & Yeager, D. S. (2023) · npj Science of Learning · doi:10.1038/s41539-023-00181-y · Cited by 34 · see citing works
Self-citationAcademic integrity, STEM education, and COVID-19: a call to action
Turner, K. L., Adams, J. D., & Eaton, S. E. (2022) · Cultural Studies of Science Education · doi:10.1007/s11422-021-10090-4 · Cited by 36 · see citing works
“Furthermore, faculty can also be consciously or unconsciously complicit in their beliefs about STEM ability and race, along with academic integrity issues, and this often leads to students feeling disrespected, targeted, or unmotivated (Canning, Muenks, Green, and Murphy 2019).”
BackgroundBest Practices for Economists: Building a More Diverse, Inclusive, and Productive Profession
Romer, D., & Wolfers, J. (2021) · AEA Papers and Proceedings · doi:10.1257/pandp.111.824 · Cited by 27
Attributing equity gaps to course structure in introductory physics
Webb, D., & Paul, C. (2023) · Physical Review Physics Education Research · doi:10.1103/physrevphyseducres.19.020126 · Cited by 26 · see citing works
Bauer, C., Job, V., & Hannover, B. (2023) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2023.104501 · Cited by 25 · see citing works
Jiao, S.-W., Wang, J., Ma, X., You, Z., & Jiang, D.-N. (2022) · Sustainability · doi:10.3390/su14137898 · Cited by 25 · see citing works
Promoting Achievement for Community College STEM Students through Equity-Minded Practices
Varty, A. K. (2022) · CBE—Life Sciences Education · doi:10.1187/cbe.21-09-0237 · Cited by 24 · see citing works
“Additionally, faculty biases about students’ innate abilities harm success for URMs; achievement gaps were twice as wide in STEM courses taught by faculty who believed students’ academic abilities were fixed (Canning et al., 2019).”
BackgroundRamzan, M., Oteir, I., Khan, M. A., Al-Otaibi, A., & Malik, S. (2023) · International Journal of English Language and Literature Studies · doi:10.55493/5019.v12i3.4840 · Cited by 24 · see citing works
Why Students Struggle in Undergraduate Biology: Sources and Solutions
Tracy, C. B., Driessen, E. P., Beatty, A. E., Lamb, T., Pruett, J. E., Botello, J. D., Brittain, C., Ford, I. C., Josefson, C. C., Klabacka, R. L., et al. (2022) · CBE - Life Sciences Education · doi:10.1187/cbe.21-09-0289 · Cited by 24 · see citing works
“Canning et al. (2019) showed professors’ beliefs about the fixedness of ability were associated with racial performance gaps that were twice as large as gaps in courses taught by faculty who held growth mindsets.”
Wang, X., Dai, M., & Short, K. M. (2024) · International Journal of STEM Education · doi:10.1186/s40594-024-00502-6 · Cited by 27 · see citing works
“Students can learn from an error than a perfectly executed example (Canning et al., 2019; Farrell et al., 2021).”
BackgroundKim, M. H., Han, J., Buford, K., Osterhage, J. L., & Usher, E. L. (2024) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2024.102280 · Cited by 23 · see citing works
Rissanen, I., & Kuusisto, E. (2023) · British Educational Research Journal · doi:10.1002/berj.3875 · Cited by 29 · see citing works
Responses to 10 common criticisms of anti-racism action in STEMM
Gosztyla, M. L., Kwong, L., Murray, N. A., Williams, C. E., Behnke, N., Curry, P., Corbett, K. D., DSouza, K. N., de Pablo, J. G., Gicobi, J. K., et al. (2021) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1009141 · Cited by 28 · see citing works
“Additionally, implicit bias can manifest at the faculty hiring level, as academic hiring committee members tend to prefer candidates who mirror their own training, values, and research interests [63].”
BackgroundPosselt, J., Southern, D., Hernandez, T. E., Desir, S., Alleyne, F., & Miller, C. W. (2023) · Educational Evaluation and Policy Analysis · doi:10.3102/01623737231201612 · Cited by 22 · see citing works
“Admissions may also reinforce racial stereotypes and racial-ized conceptions of risk, belonging, and merit (Posselt, 2016; Warikoo, 2018); these influence selection and may permeate faculty–student interactions and other educational processes (Canning et al., 2019; Harper, 2010; McGee, 2020).”
BackgroundFactors and barriers that influence the matriculation of underrepresented students in medicine
Tello, C., & Goode, C. A. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1141045 · Cited by 31 · see citing works
“As an example, in courses taught by STEM faculty with a belief in fixed ability, the racial achievement gap was large, the URiM students experienced stereotype threat, were demotivated and this contributed to the feelings of impostorism (Canning et al., 2019b).”
Background
- Authors
- Canning, E. A., Muenks, K., Green, D. J., & Murphy, M. C.
- Affiliations
- Indiana University Bloomington (US)
- Corresponding author
- Canning, Elizabeth A.
- Murphy, Mary C.
- Venue
- Science Advances
- Published
- 2019-02
- Volume
- 5
- Issue
- 2
- Pages
- eaau4734-eaau4734
- ISSN
- 2375-2548 (ISSN-L)
- PMC
- PMC6377274
- OpenAlex
- W2913734454
- Cited by
- 550
- References
- 45
- Citations by year
- 2026: 54 · 2025: 62 · 2024: 99 · 2023: 87 · 2022: 88 · 2021: 61 · 2020: 71 · 2019: 27
- FWCI
- 72.82
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- Science Advances (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- IUScholarWorks Open (Indiana University) (submittedVersion)
- Funders
- National Science Foundation (DRL-1450755, HRD-1661004)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Education, Achievement, and Giftedness
- Social Sciences › Safety Research › Career Development and Diversity
- Social Sciences › Sociology and Political Science › Critical Race Theory in Education
- Keywords
- fixed mindset, growth mindset, faculty beliefs, racial achievement gap, underrepresented minority students, student motivation, STEM education, course evaluation, academic performance
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review