Growth Mindset Intervention in Teaching and Learning: Meta-Analysis

Main Article Content

Salilthip Laothong Sutthisomboon
Pimurai Limpapath

Abstract

In this study, meta-analysis was employed as to examine the effect sizes of growth mindset interventions on students’ learning achievement and outcomes. Based on the inclusion criteria (Prisma, Moher et al., 2009), master’s theses and doctoral dissertations in English publication, across the globe, from the years 2010 to 2019 were accumulated to find the effect sizes of growth mindset interventions on students’ learning achievement and outcomes. After passing all of the inclusion criteria, ten of the master’s theses and doctoral dissertations in full-text were obtained with the pretests and posttests scores that appeared in the quasi-experiments using growth mindset interventions on achievement and outcomes, in teaching and learning, with the samples of students at pre- to high school levels. Accordingly, the Comprehensive Meta-Analysis Software (CMA, version 3.0) was applied to calculate the effect sizes (Hedges, 1985) of the growth mindset interventions on learning achievement and outcomes, by choosing random-effects model for the mean effect sizes, with a confidence interval of 95%.A new finding was found related to the growth mindset interventions in teaching and learning in that motivation was reported to have the largest effect with g = 1.53 and the significant level of p = 0.00. According to the result, it appeared that growth mindset interventions, effectively, helped intrinsically motivate students to challenge themselves in achieving their ultimate goals for better learning outcomes. Thus, it was recommended that growth mindset interventions should be integrated into higher education in order for higher levels of students to intrinsically challenge themselves to achieve their ultimate goals for better outcomes in a realm of both living their lives and learning effectively.


 

Article Details

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Research Article

References

Albalawi, F. (2017). L2 demotivation among Saudi learners of English: The role of the language learning mindsets [Doctoral dissertation]. http://eprints.nottingham.ac.uk/52351/1/AlBalawiFthesis.pdf

Allen, A. C. (2018). The role of mindsets on Southeast Asian youth: A study on academic attitudes and performance [Doctoral dissertation]. https://escholarship.org/uc/item/9tx5d5bt

Andersen, S. C., & Nielsen, H. S. (2016). Reading intervention with a growth mindset approach improves children’s skills. PNAS, 113(43), 12111-12113. http:doi.org/ 10.1073/pnas.1607946113

Anindito, A. (2015). Students’ response to academic setback: growth mindset as a buffer against demotivation. International Journal of Education Psychology, 4 (2), 198-222. https://eric.ed.gov/?id=EJ1111638

Bedford, S. (2017). Growth mindset and motivation: A study into secondary school science learning. Research Paper in Education, 32 (4), 424-44. http://doi.org/10.1080/026715222017.1318809

Bettinger, E., Ludvigsenet, S., Rege, M., Solli, I. F., & Yeager, D. (2017). Increasing perseverance in math: Evidence from a field experiment in Norway. Journal of Economic Behavior & Organization, 146, 1–15. http://doi.org/10.1016/j.jebo.2017.11.032

Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to meta analysis. West Sussex: John Wiley & Sons.

Boylan, F., Barblett, L., & Knaus, M. (2018). Early childhood teachers’ perspectives of growth mindset: Developing agency in children. Australasian Journal of Early Childhood, 43(3), 16-24. http://doi.org/10.23965/AJEC.43.3.02

Brougham, L. & Kashubeck-West, S. (2018). Impact of a growth mindset intervention on academic performance of students at two urban high schools. Professional School Counseling. 21(1), 1-9. https://doi.org/10.1177/2156759X18764934

Burgoyne, A. P., Hambrick, D. Z., Moser, J. S., & Burt, S. A. (2018). Analysis of a mindset intervention. Journal of Research in Personality, 77, 21-30. http://doi.org/10.1016/j.jrp.2018.09.004

Burnette, J. L., Russell, M. V., Hoyt, C. L., Orvidas, K., & Widman, L. (2017). An online growth mindset intervention in a sample of rural adolescent girls. British Journal of Educational Psychology, 88 (3), 428-445. http://doi.org/10.1111/bjep.12192

Cancelliere, G. M. (2016). Getting an early start: Promoting the growth mindset in kindergarten children. [Doctoral Dissertation]. Philadelphia College of Osteopathic Medicine. https://digitalcommons.pcom.edu/psychology_dissertations/369/

Castiglione, R. A. (2019). Establishing growth mindset teaching practices as part of the third grade math curriculum to increase math self-efficacy, math mindset (Doctoral dissertation). https://repository.asu.edu/attachments/217088/content/Castiglione_asu_0010E_18805.pdf

Coe, R. (2002, September 12-14). It’s the effect size, stupid: What effect size is and why it is important [Conference session]. University of Exeter, England. http://www.leeds.ac.uk/educol/documents/00002182.htm

Cook, D. A., & Artino, A. R. (2016). Motivation to learn: An overview of contemporary theories.Medical Education, 50, 997-1014. http://doi.org/10.1111/medu.13074

Cooper, H. (2009). Research synthesis and meta-analysis: A step-by-step approach (4th ed.). Thousand Oaks, CA: Sage.

DeBacker, T. K., Heddy, B. C., Kershen, J. L., Crowson, H. M., Looney, K., & Goldman, J. (2018). Effects of a one-shot growth mindset intervention on beliefs about intelligence and achievement goals. Educational Psychology, 38 (6), 711-733. http://doi.org/10.1080

/01443410.2018.1426833

Dringenberg, E., Baird, C., Spears, J., Heiman, S., & Betz, A. R. (2020). The influence of a growth mindset intervention on middle school girls’ beliefs about the nature of intelligence. Journal of Woman and Minorities in Science and Engineering. 26(3), 245-262. http://doi.org/10.1615/JWomenMinorScienEng.2020026324

Dweck, C. S. (1986). Motivational Processes Affecting Learning. American Psychologist, 41, 1040-1048. http://doi.org/10.1037/0003-066X.41.10.1040

Dweck, C. S., & Leggett, E. L. (1988). A social-cognitive approach to motivation and personality. Psychological Review, 95 (2), 256-273. http://doi.org/10.1037/0033-295X.95.2.256

Dweck, C. S. (2017). Mindset: Changing the way you think to fulfill your potential. Robinson.

Haimovitz, K., & Dweck, C. S. (2017). The origins of children’s growth and fixed mindsets: New research and a new proposal. Child Development, 88 (6), 1849-1859. http://doi.org/10.1111/cdev.12955

Haimovitz, K., Wormington, S. V., & Corpus, J. H. (2011). Dangerous mindsets: How beliefs about intelligence predict motivational change. Learning and Individual Differences, 21, 747-752. http://doi.org/0.1016/j.lindif.2011.09.002

Hedges, L. V., & Olkin, I. (1985). Statistical methods for meta-analysis. Academic Press.

Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. BMJ (Clinical Research ed.), 327 (7414), 557-560.http://doi.org/ 10.1136/bmj.327.7414.557

Hodis, F. A., Meyer, L. H., McClure, J., Weir, K. F., & Walkey, F. H. (2011). A longitudinal investigation of motivation and secondary school achievement using growth mixture modeling. Journal of Educational Psychology, 103 (2), 312. http://doi.org/10.1037/a0022547

Jordan, H. M. (2010). Loving our differences motivation and special education. http://higherlogicdownload.s3.amazonaws.com/SPED/04bdc7a0-1ec9-4eaab61c677439532d1a/UploadedImages/Journal_2010/Loving_Our_Differences__Jordan.pdf

Lauria, J. (2018). Mindfulness methods and a growth mindset approach as social-emotional learning supports. Harvard Conference on Preparing Students for an Uncertain Future,16 (1). https://www.21caf.org/uploads/1/3/5/2/13527682/11._21cef-7129-_lauria_.pdf

Logan, S., Medford, E. & Hughes, N. (2011). The importance of intrinsic motivation for high and low ability reader’s reading comprehension performance. Learning and Individual Differences. 21 (1). 124-128. https:doi.org/10.1016/j.lindif.2010.09.011

Mofield, E. L., & Peters, M. P. (2018). Mindset misconception? Comparing mindsets, perfectionism, and attitudes of achievement in gifted, advanced, and typical students. Gifted Child Quarterly, 62 (4), 327-349. http://doi.org/10.1177/0016986218758440

Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med 6(7): e1000097. https://doi.org/10.1371/journal.pmed.1000097

Ng, B. (2018). The neuroscience of growth mindset and intrinsic motivation. Brain Sciences, 8 (2), 20. http://doi.org/10.3390/brainsci8020020

O’Brien, K., & Lomas, T. (2017). Developing a Growth Mindset through outdoor personal development: can an intervention underpinned by psychology increase the impact of an outdoor learning course for young people? Journal of Adventure Education and Outdoor Learning, 17 (2), 133-147. http://doi.org/10.1080/14729679.2016.1232199

Outes-Leon, I., Sanchez, A., & Vakis, R. (2020). The power of believing you can get smarter: The impact of a growth-mindset intervention on academic achievement in Peru. World Bank Policy Research Working Paper Series. http://doi.org/10.1596/1813-9450-9141

Park, S. (2016). Implicit Theory of Intelligence and Gifted Students [Doctoral dissertation]. https://libraetd.lib.virginia.edu/public_view/ns0646000

Peterman, C. J., & Ewing, J. (2019). Effects of movement, growth mindset and math talks on math anxiety. Journal of Multicultural Affairs, 4 (1). https://core.ac.uk/download/pdf/228082511.pdf

Rhew, E., Piro, J. S., Goolkasian, P., & Cosentino, P. (2018). The effects of a growth mindset on self-efficacy and motivation. Cogent Education, 5 (1). http://doi.org/10.1080/2331189X.2018.1492337

Richardson, D. S., Bledsoe, R. S., & Cortez, Z. (2020). Mindset, motivation, and teaching practice: Psychology applied to understanding teaching and learning in STEM disciplines. CBE – Life Science Education, 19 (3). http://doi.org/10.1187/cbe.19-11-0238

Rintaro, S. (2019). Cultivating a growth mindset in Japanese EFL learners with a presentation practice-production-based approach. Cultural and Social Science, 68 (1), 195-202. http://doi.org/10.1080/2331189X.10.20636/00013288

Rissanen, I., Kuusisto, E., Tuominen, M., & Tirri, K. (2019). In search of a growth mindset pedagogy: A case study of one teacher's classroom practices in a Finnish elementary school. Teaching and Teacher Education, 77, 204-213. http://doi.org 10.1016/j.tate.2018.10.002

Ronkainen, R., Kuusisto, E., & Tirri, K. (2019). Growth mindset in teaching: A case studyof Finnish elementary school teacher. International Journal of Learning, Teaching and Educational Research, 18(8), 141-154. https:doi.org/10.26803/ijlter.18.8.9

Samuel, T., & Warner, J. (2019). I can math: Reducing math anxiety and increasing math self-efficacy using a mindfulness and growth mindset-based intervention in first-year students. Community College Journal of Research and Practice. http://doi.org 10.1080/10668926.2019.1666063

Sarrasin, J. B., Nenciovici, L., Foisy, L. M. B., Allaire-Duquette, G., Riopel, M., & Masson, S. (2018). Effects of teaching the concept of neuroplasticity to induce a growth mindset on motivation, achievement, and brain activity: A meta-analysis. Trends in Neuroscience and Education, 12, 22-31. http://doi.org10.1016/j.tine.2018.07.003

Schmidt, J., Shumow, L., & Kackar-Cam, H. (2015). Exploring teacher effects for mindset intervention outcomes in seventh-grade science classes. Middle Grades Research Journal, 10(2), 17-32.

Schrodt, K. E., Elleman, A. M., FitzPatrick, E. R., Hasty, M. M. Kim, J. K., Tharp, T. J., & Rector, H. (2019). An examination of mindset instruction, self-regulation, and writer’s workshop on kindergarteners’ writing performance and motivation: A mixed-methods study. Overcoming Learning Difficulties. 35(5), 427-444. https://doi.org/10.1080/10573569.2019.1577778

Simmonds, M. (2015). Quantifying the risk of error when interpreting funnel plots. Systematic Reviews. 4(24). https://doi.org/101186/s13643-015-0004-8

Sisk, V. F., Burgoyone, A. P., Sun, J. S., Butler, J. L., & Macnamara, B. N. (2018). To what extent and under which circumstances are growth mind-sets important to academic: Two meta-analyses. Psychological Science, 29 (4). http://doi.org10.1177/0956797617739704

Snipes, J., & Tran, L. (2017). Growth mindset, performance avoidance, and academic behaviors in Clark County School District (REL 2017–226). Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance, Regional Educational Laboratory West. http://ies.ed.gov/ncee/edlabs

Verberg, F. L. M., Helmond, P., & Overbeek, G. (2018). Study protocol: a randomized controlled trial testing the effectiveness of an online mindset intervention in adolescents with intellectual disabilities. BMC Psychiatry, 18, 377. http://doi.org/10.1186/s12888-018-1939-9

Yeager, D. S., & Dweck, C. S. (2012). Mindsets that promote resilience: When students believe that personal characteristics can be developed. Educational Psychologist, 47(4), 302- 314. doi:10.1080/00461520.2012.722805

Yeager, D. S., Romero, C., Paunesku, D., Hulleman, C., Schneider, B., Hinojosa, C., Dweck, C. S. (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. http://doi.org/10.1037/edu0000098

Zeng, G., Hanchao, H., & Peng, K. (2016). Effect of Growth Mindset on School Engagement and Psychological Well-Being of Chinese Primary and Middle School Students: The Role of Resilience. Front. Psychol. 7 (1873). http://doi.org/10.3389/fpsyg.2016.01873