Testing the Causal Model of Mathematics Academic Boredom Based on Cognitive Strategies and Academic Goal Orientations, Mediated by Academic Hope

Document Type : Original Article

Authors

1 PhD student in Educational Psychology, Science and Research Branch, Islamic Azad University, Tehran, Iran.

2 Professor, Department of Measurement and Assessment, Faculty of Psychology and Education, Allameh Tabataba’i University, Tehran, Iran.

3 Professor, Department of Educational Psychology, Allameh Tabataba’i University, Tehran, Iran.

4 Associate Professor,Department of. Transplantation and Disease ,vice chancellary for treatment, Iran Ministry of Health and Medical Education , Tehran, Iran.

Abstract
Objective: Academic boredom, a complex and pervasive emotional phenomenon, is increasingly recognized as a key inhibitory factor in learning processes and academic achievement, particularly in cognitively challenging domains such as Mathematics. The present study aimed to investigate the causal model of Mathematics academic boredom based on cognitive strategies and academic goal orientations, mediated by academic hope, among second-grade high school students.
Method: The present study was descriptive and conducted using a path analysis approach. The statistical population comprised all female students in the second period of public high schools in Tehran during the 2024-2025 academic year. A sample of 400 students was selected using multi-stage cluster sampling. Data were collected using the Academic Boredom Questionnaire (Pekrun et al., 2002), the Self-Regulated Learning Questionnaire (Bouffard et al., 1995), the Academic Goal Orientation Questionnaire (Bouffard et al., 1998), and the Academic Hope Questionnaire (Pekrun et al., 2002). The data were analyzed using path analysis in SPSS-24 and AMOS-2024 software.
Results: The results indicated that the proposed research model demonstrated a good fit with the data. Furthermore, the findings revealed that cognitive strategies (β=-0/13) and mastery goal orientation (β=0/39), performance goal orientation (β=-0/15), and avoidance goal orientation (β=-0/15) had direct effects on Mathematics academic boredom. Moreover, academic hope played a mediating role in the relationship between mastery goal orientation and cognitive strategies with Mathematics academic boredom.
Conclusions: Based on these findings, focusing on the strengthening of academic hope and the instruction of effective learning strategies can be utilized as an efficient approach to mitigate academic boredom and enhance student motivation and engagement in Mathematics courses.

Keywords

Subjects

امیر ارده جانی، ن. (1401). تأثیر آموزش راهبردهای فراشناختی بر منبع کنترل و تجربه غرقگی دانش آموزان دختر دورۀ متوسطه دوم. رویش روان شناسی، ۱۱ (۷)، ۱۹۸-۱۸۹. /20.1001.1.2383353.1401.11.7.14.3 https://doi.org
جوکار، ب. (1384). بررسی رابطه هدف گرایی و خود تنظیمی در دانشجویان رشته های مختلف تحصیلی دانشگاه شیراز. علوم اجتماعی و انسانی دانشگاه شیراز، 22(4)، 56-71.  http://fa.journals.sid.ir/ViewPaper.aspx?id=49126
حیدریانی، ل.، قدم پور، ع. و عباسی، م. (1401). اثربخشی سبک زندگی تحصیلی سلامت‌محور بر ثبات قدم و امید تحصیلی دانش‌آموزان. اندیشه‌های نوین تربیتی، 18(3)، 53-67.  https://doi.org/10.22051/jontoe.2021.37085.3391
سهرابی، ظ.، طاهرزاده قهفرخی، س.، حاتم پور، ا.، میروقشلاق، ف.، و محمدپور، م. (1400). رابطه اضطراب کرونا و بهزیستی تحصیلی با میانجیگری امید تحصیلی در دانش‌آموزان. پژوهش در نظام‌های آموزشی، 15(55)، 165-177.  https://civilica.com/doc/1509206/
شجاعی‌فرد، ع.، احمدی قراچه، ع. م.، و فراشبندی، ر. (1401). ارائه مدل عِلّى پیش‌بینی اهمال‌کاری تحصیلی از طریق هیجان‌های تحصیلی و راهبردهای یادگیری خودتنظیمی با واسطه‌گری کمال‌گرایی دانش‌آموزان. پژوهش در نظام‌های آموزشی، 16(57)، 62-74.  https://www.jiera.ir/article_162736.html
صدوقی، م.، و اسکندری، ن. (1404). ملال تحصیلی دانشجویان علوم‌پزشکی: نقش ادراک از ساختار هدف کلاس و ارزش ذاتی تکلیف. پژوهش در آموزش علوم پزشکی،۱۷(۱)، ۱۳-۲۳. https://doi.org/10.32592/rmegums.17.1.13
عابد، م.، کدیور، پ.، و خلعتبری، ج. (۱۴۰۱). مدل بی‌حوصلگی تحصیلی بر اساس جهت‌گیری هدف و خودکارآمدی تحصیلی با میانجی‌گری اهمال‌کاری دانش‌آموزان. روانشناسی معاصر، ۱۷(1)، ۹۵۱۱۰. https://bjcp.ir/article-1-1987-fa.pdf
غلامی، ن.، زین‌الدینی میمند، ز.، و ربانی، ز. (۱۴۰۳). ویژگی‌های روانسنجی نسخه فارسی مقیاس ملال تحصیلی (ABS) و رابطه‌ آن با انگیزه تحصیلی. رویش روان شناسی، ۱۳(۴)، ۲۲۴-۲۱۵. https://frooyesh.ir/article-1-4931-fa.html
کدیور، پ.، فرزاد، و.، کاوسیان، ج.، و نیکدل، ف. (1388). رواسازی پرسشنامه هیجان های تحصیلی پکران. نوآوری‌های آموزشی، 8(4)، 7-38. https://noavaryedu.oerp.ir/article_78909.html?lang=en
وزیری مهر، ع.، و سلیمی، س. (1400). مدل یابی ساختاری تأثیر امید تحصیلی بر درگیری تحصیلی با نقش میانجی خودکار آمدی تحصیلی. مطالعات روانشناسی تربیتی، 18(44)، 62-73.  https://doi.org/10.22111/jeps.2021.6669
وهاب رزاق الزیادی، ه.، قلاوندی، ح. (1404). رابطه اخلاق کاری معلمان با درگیری تحصیلی دانش آموزان. نقش واسطه‏ای امید تحصیلی. اخلاق در علوم و فناوری. ۲۰ ،۱۷۲-۱۷۸.    http://noo.rs/vWN9n
 
Abayeva, N., Zhurov, V., & Mustafina, L. (2024). Innovative massive open online course for young researchers: impact of implementation in Kazakhstani universities. Cogent Education11(1), 2378269. https://doi.org/10.1080/2331186X.2024.2378269
Abed, M., Kadivar, P., & Khalatbari, J. (2022). The model of academic boredom based on goal orientation and academic self-efficacy with the mediating role of students’ procrastination. Contemporary Psychology, 17(1), 95–110. (in Persian) https://doi.org/20.1001.1.20081243.1401.17.1.8.3
Acee, T. W., Kim, H., Kim, H. J., Kim, J. I., Chu, H. N. R., Kim, M.,   Cho, YJ.,  Wicker, F. W., & Boredom Research Group. (2010). Academic boredom in under-and over-challenging situations. Contemporary Educational Psychology35(1), 17-27. https://doi.org/10.1016/j.cedpsych.2009.08.002
Akam, T., & Walton, M. E. (2021). What is dopamine doing in model-based reinforcement learning?. Current Opinion in Behavioral Sciences38, 74-82. https://doi.org/10.1016/j.cobeha.2020.10.010
Amir Ardejani, N. (2022). The effect of group teaching metacognitive strategies on drowning experience and the source of control of female high school students. Rooyesh11(7), 189-198. (in Persian) https://doi.org/ 20.1001.1.2383353.1401.11.7.14.3
Bouffard, T., Boisvert, J., Vezeau, C., & Larouche, C. (1995). The impact of goal orientation on self‐regulation and performance among college students. British Journal of Educational Psychology65(3), 317-329. https://doi.org/10.1111/j.2044-8279.1995.tb01152.x
Ferla, J., Valcke, M., & Cai, Y. (2009). Academic self - efficacy and academic self-concept: Reconsidering structural relationships. Learning and Individual Differences, 19(4), 499-505. https://doi.org/10.1016/j.lindif.2009.05.004
Frumos, F. V., Leonte, R., Candel, O. S., Ciochină-Carasevici, L., Ghiaţău, R., & Onu, C. (2024). The relationship between university students’ goal orientation and academic achievement. The mediating role of motivational components and the moderating role of achievement emotions. Frontiers in Psychology14, 1296346. https://doi.org/10.3389/fpsyg.2023.1296346
Gholami, N., Zeinaddini Meymand, Z., & Rabbani, Z. (2024). The Psychometric Properties of the Persian Version of Academic Boredom Scale and its Relation with Academic Motivation. Rooyesh13(4), 215-224. (in Persian) http://frooyesh.ir/article-1-4931-fa.html
Grazia, V., Mameli, C., & Molinari, L. (2021). Being bored at school: Trajectories and academic outcomes. Learning and Individual Differences90, 102049. https://doi.org/10.1016/j.lindif.2021.102049
Heidaryani, L., Ghadampour, E., & Abbasi, M. (2022). The effect of health-centered academic lifestyle training on student’s academic stability and hope. The Journal of New Thoughts on Education18(3), 53-67. (in Persian) https://doi.org/10.22051/jontoe.2021.37085.3391
Jokar, B. (2005). Examining the relationship between goal orientation and self-regulation among university students of various academic disciplines at Shiraz University. Shiraz University Journal of Social and Human Sciences, 22(4), 56–71. (in Persian)   http://fa.journals.sid.ir/ViewPaper.aspx?id=49126
Kadivar, P., Farzad,V., Kavousian, J., & Nikdel, F. (2009). validiting the Pekruns achievement emotion questionnaire. Journal of Educational Innovations8(4), 7-38.  (in Persian) https://noavaryedu.oerp.ir/article_78909.html?lang=en
Li, J., Kaltiainen, J., & Hakanen, J. J. (2024). Job boredom as an antecedent of four states of mental health: life satisfaction, positive functioning, anxiety, and depression symptoms among young employees–a latent change score approach. BMC public health24(1), 907. https://doi.org/10.1186/s12889-024-18430-z
Liu, Y. (2015). International note: The relationship between achievement goals and academic-related boredom. Journal of Adolescence41, 53-55. https://doi.org/10.1016/j.adolescence.2015.03.001
Lüftenegger, M., Klug, J., Harrer, K., Langer, M., Spiel, C., & Schober, B. (2016). Students’ achievement goals, learning-related emotions and academic achievement. Frontiers in psychology7, 603. https://doi.org/10.3389/fpsyg.2016.00603
Luo, Z., & Luo, W. (2022). Discrete achievement emotions as mediators between achievement goals and academic engagement of Singapore students. Educational Psychology42(6), 749-766. https://doi.org/10.1080/01443410.2022.2048795
Mirsadegh, M., Hooman, F., & Homaei, R. (2022). The mediating role of academic hope in the correlation of ambiguity tolerance and academic flourishing with academic engagement in female high school students. International Journal of School Health9(3), 178-185.  https://doi.org/10.30476/intjsh.2022.95951.1242
Nett, U. E., Goetz, T., & Hall, N. C. (2011). Coping with boredom in school: An experience sampling perspective. Contemporary educational psychology36(1), 49-59. https://doi.org/10.1016/j.cedpsych.2010.10.003
Nurhidaya, N., Simatupang, G., & Nugraha, D.  (2025). The role of academic hope and emotion regulation on psychological well-being in students. Journal of Educational, Health & Community Psychology (JEHCP)14(1), 315-335. https://doi.org/10.12928/jehcp.vi.30764
Özkubat, U., & Özmen, E. R. (2021). Investigation of effects of cognitive strategies and metacognitive functions on mathematical problem-solving performance of students with or without learning disabilities. International Electronic Journal of Elementary Education13(4), 443-456. https://eric.ed.gov/?id=EJ1298015
Paul, N., Lin, T. J., Ha, S. Y., Chen, J., & Newell, G. E. (2021). The role of achievement goal orientations in the relationships between high school students’ anxiety, self-efficacy, and perceived use of revision strategies in argumentative writing. Journal of Writing Research12(3), 657-684.  https://doi.org/10.17239/jowr-2021.12.03.05
Pekrun, R. (2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational psychology review18(4), 315-341. https://doi.org/10.1007/s10648-006-9029-9
Pekrun, R., Goetz, T., Daniels, L. M., Stupnisky, R. H., & Perry, R. P. (2010). Boredom in achievement settings: exploring control–value antecedents and performance outcomes of a neglected emotion. Journal of educational psychology102(3), 531- 549. https://doi.org/10.1037/a0019243
Preckel, F., Götz, T., & Frenzel, A. (2010). Ability grouping of gifted students: Effects on academic selfconcept and boredom. British Journal of educational psychology80(3), 451-472.   https://doi.org/10.1348/000709909X480716
Rand, K. L., Shanahan, M. L., Fischer, I. C., & Fortney, S. K. (2020). Hope and optimism as predictors of academic performance and subjective well-being in college students. Learning and Individual differences81, 101906. https://doi.org/10.1016/j.lindif.2020.101906
Respondek, L., Seufert, T., Stupnisky, R., & Nett, U. E. (2017). Perceived academic control and academic emotions predict undergraduate university student success: Examining effects on dropout intention and achievement. Frontiers in psychology8, 243. https://doi.org/10.3389/fpsyg.2017.00243
Sadoughi, M., & Eskandari, N. (2025). Academic boredom in medical students: The role of perceived classroom goal structures and task value. Research in Medical Educatio, 17(1), 13-23. (in Persian) https://doi.org/10.32592/rmegums.17.1.13
Schwartze, M. M., Frenzel, A. C., Goetz, T., Lohbeck, A., Bednorz, D., Kleine, M., & Pekrun, R. (2024). Boredom due to being overor underchallenged in mathematics: A latent profile analysis. British Journal of Educational Psychology94(3), 947-958.  https://doi.org/10.1111/bjep.12695
Sharp, J. G., Hemmings, B., Kay, R., Murphy, B., & Elliott, S. (2017). Academic boredom among students in higher education: A mixed-methods exploration of characteristics, contributors and consequences. Journal of Further and Higher Education41(5), 657-677. https://doi.org/10.1080/0309877X.2016.1159292
Shojaeifard, A., Ahmadi Gharacheh, A. M., & Farshbani, R. (2022). Causal model of predicting academic procrastination through academic emotions and self-regulated learning strategies mediated by perfectionism. Journal of Research in Educational Systems16(57), 62-74. (in Persian) https://www.jiera.ir/article_162736.html
Sohrabi, Z., Taherzadeh Gahfaroki, S., Hatampour, E., Mirogeshlag, F., & Mohammadpour, M. (2022). The effect of corona anxiety on academic well-being with respect to the mediating role of academic hope Journal of Research in Educational Systems15(55), 165-177. (in Persian) https://civilica.com/doc/1509206/
Suter, F., Karlen, Y., Merki, K. M., & Hirt, C. N. (2022). The relationship between success and failure causal attributions and achievement goal orientations. Learning and Individual Differences100, 102225. https://doi.org/10.1016/j.lindif.2022.102225
Tze, V. M., Daniels, L. M., & Klassen, R. M. (2016). Evaluating the relationship between boredom and academic outcomes: A meta-analysis. Educational Psychology Review28(1), 119-144. https://doi.org/10.1007/s10648-015-9301-y
Vazirimehr, A., & Salimi, S. (2021). Structural modeling: The effect of academic hope on Academic involvement with the mediating role of academic self-efficacy. Journal of Educational Psychology Studies18(44), 73-62. https://doi.org/10.22111/jeps.2021.6669 (in Persian)
Wahab Razaq Al-Ziyadi H., & Galavandi H. (2025). The relationship between teachers' work ethics and students' academic engagement: The mediating role of academic hope. Ethics in Science and Technolog, 20, 172-178.   (in Persian) http://noo.rs/vWN9n
Weybright, E. H., Schulenberg, J., & Caldwell, L. L. (2020). More bored today than yesterday? National trends in adolescent boredom from 2008 to 2017. Journal of Adolescent Health66(3), 360-365. https://doi.org/10.1016/j.jadohealth.2019.09.021
Willis, J. (2014). Neuroscience reveals that boredom hurts. Phi Delta Kappan95(8), 28-32. https://doi.org/10.1177/003172171409500807
Wu, C., Jing, B., Gong, X., Mou, Y., & Li, J. (2021). Student's learning strategies and academic emotions: their influence on learning satisfaction during the COVID-19 pandemic. Frontiers in psychology12, 717683. https://doi.org/10.3389/fpsyg.2021.717683
Wu, Y., & Kang, X. (2023). Academic boredom and foreign language proficiency: elaboration strategies as the mediator. International Journal of Science and Research Archive8(2), 265-273. https://doi.org/10.30574/ijsra.2023.8.2.0251
Yotsidi, V., Pagoulatou, A., Kyriazos, T., & Stalikas, A. (2018). The role of hope in academic and work environments: An integrative literature review. Psychology9(03), 385. https://doi.org/10.4236/psych.2018.93024