REID (Research and Evaluation in Education)


creativity, learning achievement, meta-analysis

Document Type



This study aims to describe the actual correlation between creativity and learning achievement. The research method used is a meta-analysis involving 41 research titles with 9,675 respondents. This research study involved respondents consisting of elementary education students, secondary education students, and higher education students. The data analysis technique used is a bare-bones meta-analysis. Based on the data analysis, it can be concluded that there is a positive and significant correlation between creativity and learning achievement, both overall and by considering the education level of the respondents. The results of this study recommend that teachers and lecturers develop student creativity in each learning process so that learning outcomes can be optimized.

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Akgül, S. & Kahveci, N. G. (2017). Developing a model to explain the mathematical creativity of gifted students. European Journal of Education Studies, 3(8), 125-147. https://doi.org/10.5281/zenodo.822804.

Alani, F. S., & Hawas, A. T. (2021). Factors affecting students academic performance: A case study of Sohar University. Psychology and Education, 58(5), 4624-4635. Retrieved from www.psychologyandeducation.net

Arends, R. L., & Kilcher, A. (2010). Teaching for student learning becoming an accomplished teacher. Routledge.

Benedek, M., Jauk, E., Sommer, M., Arendasy, M., & Neubauer, A. C. (2014). Intelligence, creativity, and cognitive control: The common and differential involvement of executive functions in intelligence and creativity. Intelligence, 46(1), 73-83. https://doi.org/10.1016/j.intell.2014.05.007.

BieÅ„kowska, J. (2015). Creativity and innovation in business. Łódź University Press.

Binkley, M., Erstad, O., Herman, J., Raizen, S., Ripley, M., Miller-Ricci, M., & Rumble, M. (2012). Defining twenty-first century skills. In P. Griffin, B. McGaw, & E. Care (Eds.), Assessment and teaching of 21st century skills (pp. 17-66). Retrieved from https://www.springer.com/gp/book/9789400723238.

Chad-Friedman, E., Lee, Y., Liu, X., & Watson, M. W. (2018). The effects of visual arts pedagogies on children's intrinsic motivation, creativity, artistic skill, and realistic drawing ability. The Journal of Creative Behavior, 1-14. https://doi.org/10.1002/jocb.228.

Chen, Y., Yu, C., Yuan, Y., Lu, F., & Shen, W. (2021). The influence of trust on creativity: A review. Frontiers in Psychology, 12(August). https://doi.org/10.3389/fpsyg.2021.706234.

Chew, L. Z., Chang, P. K., & Piaw, C. Y. (2012). A relationship between creativity and musical achievement: A survey of music major trainee teachers in a teacher education institution. Malaysian Music Journal, 1(2), 59-71. https://ejournal.upsi.edu.my/index.php/MJM/article/view/572.

Cohen, L., Manion, L., & Morrison, K. (2007). Research methods in education (6th ed.). Madison Avenue.

Cooper, H., Hedges, L. V., & Valentine, J. C. (2019). The handbook of research synthesis and meta-analysis (3rd ed.). Russell Sage Foundation.

Danesh, M., & Nourdad, N. (2017). On the relationship between creative problem-solving skills and EFL reading comprehension ability. Theory and Practice in Language Studies, 7(3), 234-240. http://dx.doi.org/10.17507/tpls.0703.10.

Denson, C., & Buelin-Biesecker, J. (2015). Investigating the relationship between students' creative self-efficacy and their creative outcomes. In 122nd ASEE Annual Conference and Exposition, 13628, 1-11. https://doi.org/10.18260/p.24379.

Erbas, A. K., & Bas, S. (2015). The contribution of personality traits, motivation, academic risk-taking, and metacognition to the creative ability in mathematics. Creativity Research Journal, 27(4), 299-307. https://doi.org/10.1080/10400419.2015.1087235.

Hajilou, Y., Yazdani, H., & Shokrpour, N. (2012). The relationship between Iranian EFL learners' creativity and their lexical reception and production knowledge. English Language Teaching, 5(3), 131-146. https://doi.org/10.5539/elt.v5n3p131.

Hamdi, S., Kartowagiran, B., & Haryanto (2018). Developing a testlet model for mathematics at elementary level. International Journal of Instruction, 11(3), 375-390. https://doi.org/10.12973/iji.2018.11326a.

Harun, H., Kartowagiran, B., & Manaf, A. (2021). Student attitude and mathematics learning success: A meta-analysis. International Journal of Instruction, 14(4), 209-222. https://doi.org/10.29333/iji.2021.14413a.

Haylock, D., & Thangata, F. (2007). A key concept in teaching Primary Mathematics. SAGE Publication.

Hidajat, F. A. (2021). Students creative thinking profile as a high order thinking in the improvement of mathematics learning. European Journal of Educational Research, 10(3), 1247-1258. https://doi.org/10.12973/eu-jer.10.3.1247.

Huang, N. T., Chang, Y. S., & Chou, C. H. (2020). Eﬓects of creative thinking, psychomotor skills, and creative self-efficacy on engineering design creativity. Thinking Skills and Creativity, 37, 1-10. https://doi.org/10.1016/j.tsc.2020.100695.

Hunter, J. E., & Schmidt, F. L. (1990). Methods of meta-analysis. SAGE Publications.

Jauk, E., Benedek, M., & Neubauer, A. C. (2014). The road to creative achievement: A latent variable model of ability and personality predictors. European Journal of Personality, 28, 95-105. https://doi.org/10.1002/per.1941.

Johnson, D. W., & Johnson, R. T. (2002). Meaningful assessment: A manageable and cooperative process. Allyn & Bacon.

Kartowagiran, B., Hadi, S., Wahyumiani, N., Alfarisa, F., & Pusporini, W. (2019). Effectiveness of the AA “4C“ authentic assessment model: A single-case-research (SCR). The New Educational Review, 57(3), 200-209. https://doi.org/10.15804/tner.2019.57.3.16.

Kartowagiran, B., Hamdi, S., Istiyono, E., Mohd Ayub, A. F., & Dewanti, S. S. (2021). Integrating the 21st century character values for elementary school students. Ilkogretim Online, 20(2), 33-43. http://dx.doi.org/10.17051/io.2015.85927.

Kattou, M., Kontoyianni, K., Pitta-Pantazi, D., & Christou, C. (2012). Connecting mathematical creativity to mathematical ability. ZDM Mathematics Education, 45(2), 167-181. https://doi.org/10.1007/s11858-012-0467-1.

Kettler, T., Lamb, K. N., & Mullet, D. R. (2021). Developing creativity in the classroom: Learning and innovation for 21st- century schools. Routledge. https://doi.org/10.4324/9781003234104.

Khadijah, K., Suciati, I., Khaerani, K., Manaf, A., & Sutamrin, S. (2021). Schools' character education values and students' mathematics learning achievement: A meta-analysis. Cakrawala Pendidikan, 40(3), 670-683. https://doi.org/10.21831/cp.v40i3.39924.

Korte, L. E. (2014). Collaborative and creative thinking skill development through the design of wearable technologies. Walden.

Lateef, A., Dahar, M. A., & Yousuf, M. I. (2019). Influence of type A and type B personality on academic achievement of university students. Global Social Sciences Review (GSSR), IV(II), 109-118. https://doi.org/10.31703/gssr.2019(IV-II).11.

Lin, C. S., & Wu, R. Y. W. (2016). Effects of web-based creative thinking teaching on students' creativity and learning outcome. Eurasia Journal of Mathematics, Science & Technology Education, 12(6), 1675-1684. https://doi.org/10.12973/eurasia.2016.1558a.

LTSIN. (2004). Learning thinking. Learning and Teaching Scotland.

Mahama, I., Kwaw, R., Mensah, K. J., Acheampong, E., & Marfo, R. (2019). Relationship between creative thinking and students' academic performance in English language and mathematics: The moderating role of gender. Journal of Education, Society and Behavioural Science, 31(4), 1-10. https://doi.org/10.9734/jesbs/2019/v31i430159.

Neubauer, A. C., Pribil, A., Wallner, A., & Hofer, G. (2018). The self-other knowledge asymmetry in cognitive intelligence, emotional intelligence, and creativity. Heliyon, 4, 1-22. https://doi.org/10.1016/j.heliyon.2018. e01061.

Oncu, E. C. (2016). Improved creative thinkers in a class: A model of activity-based tasks for improving university students' creative thinking abilities. Educational Research and Reviews, 11(8), 517-522. https://doi.org/10.5897/ERR2015.2262.

Paek, S. H., Park, H., Runco, M. A., & Choe, H. S. (2016). The contribution of ideational behavior to creative extracurricular activities. Creativity Research Journal, 28(2), 144-148. https://doi.org/10.1080/10400419.2016.1162547.

Preiss, D. D., Ibaceta, M., Ortiz, D., Carvacho, H., & Grau, V. (2019). An exploratory study on mind wandering, metacognition, and verbal creativity in children high school students. Frontiers in Psychology, 10, 17-22. https://doi.org/10.3389/fpsyg.2019.01118.

Pritchard, A., & Woollard, J. (2010). Psychology for the classroom: Constructivism and social learning. Routledge.

Puryear, J. S. (2015). Metacognition as a moderator of creative ideation and creative production. Creativity Research Journal, 27(4), 334-341. https://doi.org/10.1080/10400419.2015.1087270.

Putwain, D. W., Kearsley, R., & Symes, W. (2012). Do creativity self-beliefs predict literacy achievement and motivation?. Learning and Individual Differences, 22, 370-374. https://doi.org/10.1016/j.lindif.2011.12.001.

Roopalakshmi, V., & Rajasekaran, V. (2022). Repression: Rethinking the relationship between creator and the creation. YMER Digital, 21(05), 929-937. https://doi.org/10.37896/ymer21.05/a4

Åžahin, F. (2016). General intelligence, emotional intelligence, and academic knowledge as predictors of creativity domains: A study of gifted students. Cogent Education, 3, 1-16. http://dx.doi.org/10.1080/2331186X.2016.1218315.

Santrock, J. W. (1996). Adolescence: An introduction. Times Mirror Education Group.

Schoevers, E. M., Kroesbergen, E. H., & Kattou, M. (2018). Mathematical creativity: A combination of domain-general creative and domain-specific mathematical skills. The Journal of Creative Behavior, 54(2), 242-252. https://doi.org/10.1002/jocb.361.

Schubert, E. (2021). Creativity is optimal novelty and maximal positive affect: A new definition based on the spreading activation model. Frontiers in Neuroscience, 15(May), 1-15. https://doi.org/10.3389/fnins.2021.612379

Schunk, D. H. (2012). Learning theories (6th ed.). Pearson Education.

Schwan, G. R. (2002). Achievement of learning standards as outcomes of services. Retrieved on April 7, 2013, from https://dpi.wi.gov/sites/default/files/imce/sspw/pdf/sswartic.pdf.

Silver, E. A. (1997). Fostering creativity through instruction rich in mathematical problem solving and thing in problem posing. ZDM, 29, 75-80. https://doi.org/10.1007/s11858-997-0003-x.

Thuneberga, H. M., Salmia, H. S., & Bognerb, F. X. (2018). How creativity, autonomy, and visual reasoning contribute to cognitive learning in a STEAM hands-on inquiry-based math module. Thinking Skills and Creativity, 29, 153-160. https://doi.org/10.1016/j.tsc.2018.07.003.

Torrance, E. P. (1977). Creativity and the older adult. Creative Child & Adult Quarterly, 2(3), 136-144.

Trigueros, R., García-Tascón, M., Gallardo, A. M., Alías, A., & Aguilar-Parra, J. M. (2020). The influence of the teacher's prosocial skills on the mind wandering, creative intelligence, emotions, and academic performance of secondary students in Physical Education Classes. International Journal Environmental Research Public Health, 17(1437), 1-10. https://doi.org/10.3390/ijerph17041437.

Tyagi, T. K. (2015). Is there a causal relationship between mathematical creativity and mathematical problem-solving performance? International Journal of Mathematical Education in Science and Technology, 1-7. http://dx.doi.org/10.1080/0020739X.2015.1075612.

Van Velsor, E., McCauley, C. D., & Ruderman, M. N. (Eds.). (2010). The center for creative leadership handbook of leadership development. John Wiley & Sons.

Vessels, G., & Huitt, W. (2005). Moral and character development. Paper presented at The National Youth at Risk Conference, Savannah, GA, March8-10. retrieved from http://www.edpsycinteractive.org/papers/chardev.pdf.

Wolf, F. M. (1986). Meta-analysis: Quantitative methods for research synthesis (Quantitative applications in the social sciences). SAGE Publication.