The Mediating-Moderating Role in The Relationship Between Self-Efficacy and Academic Boredom: A Meta-Analytic Approach

Ghozali Rusyid Affandi(1), Cholichul Hadi(2), Nur Ainy Fardana(3), Mohd Nazri Bin Abdul Rahman(4), Xinyue Yang(5),


(1) Psychology Doctoral Program, Faculty of Psychology, Universitas Airlangga, Indonesia
(2) Psychology Doctoral Program, Faculty of Psychology, Universitas Airlangga, Indonesia
(3) Psychology Doctoral Program, Faculty of Psychology, Universitas Airlangga, Indonesia
(4) Department of Educational Psychology and Counselling, Faculty of Education, Universiti Malaya, Malaysia
(5) Department of Educational Psychology and Counselling, Faculty of Education, Universiti Malaya, Malaysia

Abstract

Academic boredom can adversely affect student motivation and performance, necessitating an exploration of its psychological foundations. This meta-analysis delves into the interplay between self-efficacy and academic boredom, underscoring the significance of mediators and moderators in this dynamic. A systematic review across various databases, including ScienceDirect, Web of Science, SCOPUS, ProQuest, Emerald Insight, and Springer Link, identified 17 relevant studies, encompassing 8631 participants. The quality of these studies was scrutinized using the JBI Critical Appraisal Checklist. The meta-analysis, which utilized a random-effects model, found a noteworthy negative correlation between self-efficacy and academic boredom (r = -0.34, p < 0.05). The analysis revealed high heterogeneity (I² = 91.49%), indicating significant differences among the studies. Additional findings pointed to social interaction and task performance as essential mediators, while factors such as the learning environment and genetics, notably MAOA, served as moderators. This research suggests that self-efficacy can act as a buffer against academic boredom, highlighting the importance of interventions that enhance self-efficacy and promote engaging learning environments. This study contributes to formulating effective strategies to combat academic boredom and improve student educational outcomes by integrating cognitive, emotional, and contextual factors.

Keywords

Self-efficacy; academic boredom; meta-analysis; psychological trait; environmental

Full Text:

PDF

References

Acee, T. W., Kim, H., Kim, H. J., Kim, J.-I., Chu, H.-N. R., Kim, M., Cho, Y., & Wicker, F. W. (2010). Academic boredom in under- and over-challenging situations. Contemporary Educational Psychology, 35(1), 17–27.

Affandi, G. R., Hadi, C., & Fardhana, N. A. (2023). Academic boredom in school context: A systematic scoping review. Proceedings of the 6th International Seminar on Psychology - "Religiosity and Cultural Diversity for Strengthening Mental Well-Being" (ISPsy 2023), 6(1), 1–21.

Arafa, L., & Jondi, N. (2024). Academic boredom and its relationship to self-efficacy among students of Hebron University and Palestine Polytechnic University in Hebron Governorate. Hebron University Research Journal (HURJ): B- (Humanities), 19(1), 1–31.

Aromataris, E., & Munn, Z. (2024). JBI manual for evidence synthesis. JBI Global.

Audrin, C., & Hascoët, M. (2021). Bored to be wild: How boredom is related to pre-service teachers' intention to persist in their studies. International Journal of Environmental Research and Public Health, 18(9), 4452.

Boehme, K. L., Goetz, T., & Preckel, F. (2017). Is it good to value math? Investigating mothers' impact on their children's test anxiety based on control-value theory. Contemporary Educational Psychology, 51, 11–21.

Borenstein, M., Hedges, L., & Rothstein, H. (2007). Introduction to meta-analysis. Wiley.

Boxberger, K., & Reimers, A. K. (2019). Parental correlates of outdoor play in boys and girls aged 0 to 12—A systematic review. International Journal of Environmental Research and Public Health, 16(2), 1–15.

Buil, I., Catalan, S., & Martinez, E. (2016). Do clickers enhance learning? A control-value theory approach. Computers & Education, 103, 170–182.

Camacho-Morles, J., Slemp, G. R., Pekrun, R., Loderer, K., Hou, H., & Oades, L. G. (2021). Activity achievement emotions and academic performance: A meta-analysis. Educational Psychology Review, 33(3), 1051–1095.

Dong, Y., Wang, H., Zhu, L., Li, C., & Fang, Y. (2020). How parental involvement influences adolescents' academic emotions from control-value theory. Journal of Child and Family Studies, 29(2), 282–291.

Dugan, R., Zhang, C., Kellaris, J., & Sweeney, R. (2019). Taming the elephant in the (class)room: Exploring root causes of student boredom. Marketing Education Review, 29(4), 220–235.

Ekatushabe, M., Kwarikunda, D., Muwonge, C. M., Ssenyonga, J., & Schiefele, U. (2021). Relations between perceived teacher's autonomy support, cognitive appraisals and boredom in physics learning among lower secondary school students. International Journal of STEM Education, 8(1), 1–15.

Ekatushabe, M., Nsanganwimana, F., Muwonge, C. M., & Ssenyonga, J. (2021). The relationship between cognitive activation, self-efficacy, achievement emotions and (meta)cognitive learning strategies among Ugandan biology learners. African Journal of Research in Mathematics, Science and Technology Education, 25(3), 247–258.

Eriksen, M. B., & Frandsen, T. F. (2018). The impact of patient, intervention, comparison, outcome (PICO) as a search strategy tool on literature search quality: A systematic review. Journal of the Medical Library Association, 106(4), 420–431.

Fatimah, S., Murwani, F. D., Farida, I. A., & Hitipeuw, I. (2024). Academic self-efficacy and its effect on academic engagement: Meta-analysis. International Journal of Instruction, 17(1), 1–15.

Feng, C., Liu, C., & Zhong, M. (2022). People cheat on task performance when they feel bored: The mediating role of state self-efficacy. Behavioral Sciences, 12(10), 1–10.

Fragkos, K. C., Tsagris, M., & Frangos, C. C. (2014). Publication bias in meta-analysis: Confidence intervals for Rosenthal's fail-safe number. International Scholarly Research Notices, 2014, 1–10.

Golle, J., Flaig, M., Jaggy, A.-K., & Göllner, R. (2022). Who's bored in school? Zeitschrift für Erziehungswissenschaft, 25(5), 1125–1149.

Goss-Sampson, M. (2019). Statistical analysis in JASP - A students guide. Figshare.

Jiang, C. (2023). Chinese undergraduates' English reading self-efficacy, intrinsic cognitive load, boredom, and performance: A moderated mediation model. Frontiers in Psychology, 14, 1–10.

Kim, C., Park, S., & Cozart, J. (2014). Affective and motivational factors of learning in online mathematics courses. British Journal of Educational Technology, 45(1), 171–185.

Lin, L., & Chu, H. (2018). Quantifying publication bias in meta-analysis. Biometrics, 74(3), 785–794.

Liu, C., & Rahman, M. N. A. (2022). Relationships between parenting style and sibling conflicts: A meta-analysis. Frontiers in Psychology, 13, 1–10.

Liu, Q., Du, X., & Lu, H. (2023). Teacher support and learning engagement of EFL learners: The mediating role of self-efficacy and achievement goal orientation. Current Psychology, 42(4), 2619–2635.

Liu, W. C., Wang, J. C. K., Kang, H. J., & Kee, Y. H. (2020). A motivation profile analysis of Malay students in Singapore. Asia Pacific Journal of Education, 41(2), 299–311.

Liu, X., Gong, S.-Y., Zhang, H., Yu, Q., & Zhou, Z. (2021). Perceived teacher support and creative self-efficacy: The mediating roles of autonomous motivation and achievement emotions in Chinese junior high school students. Thinking Skills and Creativity, 39, 100752.

Liu, Y., & Lu, Z. (2017). The relationship between academic self-efficacy and academic-related boredom: MAOA gene as a moderator. Youth & Society, 49(2), 1–15.

Lu, Q., & Rameli, M. R. M. (2023). How academic self-efficacy influences online learning engagement: The mediating role of boredom. International Journal of Interactive Mobile Technologies (iJIM), 17(24), 1–10.

Luo, R., & Wang, Y. (2023). Enjoyment, boredom, and perceived effectiveness of learners in language MOOCs: The mediating effect of self-regulated learning. Frontiers in Psychology, 14, 1–10.

Martz, M. E., Schulenberg, J. E., Patrick, M. E., & Kloska, D. D. (2018). "I am so bored!": Prevalence rates and sociodemographic and contextual correlates of high boredom among American adolescents. Youth & Society, 50(5), 688–710.

Membiela, P., Acosta, K., Yebra, M., & Gonzalez, A. (2023). Motivation to learn science, emotions in science classes, and engagement towards science studies in Chilean and Spanish compulsory secondary education students. Science Education, 107(4), 939–963.

Newell, S. A., Bowman, J. A., & Cockburn, J. D. (2000). Can compliance with nonpharmacologic treatments for cardiovascular disease be improved? American Journal of Preventive Medicine, 18(3), 253–261.

Obergriesser, S., & Stoeger, H. (2015). The role of emotions, motivation, and learning behavior in underachievement and results of an intervention. High Ability Studies, 26(1), 167–190.

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71.

Pekrun, R. (2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review, 18(4), 315–341.

Pekrun, R. (2024). Control-value theory: From achievement emotion to a general theory of human emotions. Educational Psychology Review, 36(3), 1–20.

Pekrun, R., & Stephens, E. J. (2010). Achievement emotions: A control-value approach. Social and Personality Psychology Compass, 4(4), 238–255.

Pongoh, S., & Palangda, L. (2023). Relationship of self-efficacy and social support with burnout academic at university economics education students the state of Manado that is conducting online lectures. Proceedings of the International Conference on Education, 1(1), 805–812.

Protogerou, C., & Hagger, M. S. (2019). A case for a study quality appraisal in survey studies in psychology. Frontiers in Psychology, 9, 2788.

Puente-Diaz, R., & Cavazos-Arroyo, J. (2017). Creative self-efficacy: The role of self-regulation for schoolwork and boredom as antecedents, and divergent thinking as a consequence. Social Psychology of Education, 20(2), 347–359.

Retnawati, H., Apino, E., Djidu, H., Kartianom, K., & Anazifa, R. (2018). Pengantar analisis meta.

Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638–641.

Sánchez Rosas, J., & Esquivel, S. (2017). Instructional teaching quality, task value, self-efficacy, and boredom: A model of attention in class. Revista de Psicología, 25(1), 1–15.

Sánchez-Rosas, J. (2015). The Achievement Emotions Questionnaire-Argentine (AEQ-AR): Internal and external validity, reliability, gender differences and norm-referenced interpretation of test scores. Revista Evaluar, 15(1), 1–15.

Schickel, M., & Ringeisen, T. (2020). What predicts students' presentation performance? Self-efficacy, boredom and competence changes during presentation training. Current Psychology, 41(9), 5803–5816.

Schwartze, M. M., Frenzel, A. C., Goetz, T., Marx, A. K. G., Reck, C., Pekrun, R., & Fiedler, D. (2020). Excessive boredom among adolescents: A comparison between low and high achievers. PLoS ONE, 15(11), e0241671.

Sharp, J. G., Sharp, J. C., & Young, E. (2020). Academic boredom, engagement and the achievement of undergraduate students at university: A review and synthesis of relevant literature. Research Papers in Education, 35(2), 144–184.

?im?ek, H., Kula, S. S., Özçakir, B., & Ceylan Çeliker, T. (2020). The relation between academic boredom of students with mathematics self-efficacy and mathematics anxiety. Acta Didactica Napocensia, 13(2), 30–42.

Sutton, A. J. (2009). Publication bias. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.), The handbook of research synthesis and meta-analysis (2nd ed). Russell Sage Foundation.

Wang, J., Liu, R.-D., Xu, L., Liu, Y., & Zhen, R. (2017). Teachers' autonomy support and engagement in math: Multiple mediating roles of self-efficacy, intrinsic value, and boredom. Frontiers in Psychology, 8, 1–10.

You, J.-W. (2012). The structural relationship among task value, self-efficacy, goal structure, and academic emotions for promoting self-regulated learning in e-learning course. The Journal of Korean Association of Computer Education, 15(4), 61–77.

Zhao, Y., & Yang, L. (2022). Examining the relationship between perceived teacher support and students' academic engagement in foreign language learning: Enjoyment and boredom as mediators. Frontiers in Psychology, 13, 1–10.

Zhen, R., Liu, R.-D., Ding, Y., Wang, J., Liu, Y., & Xu, L. (2017). The mediating roles of academic self-efficacy and academic emotions in the relation between basic psychological needs satisfaction and learning engagement among Chinese adolescent students. Learning and Individual Differences, 54, 210–216.

Refbacks

  • There are currently no refbacks.


View My Stats