DOI QR코드

DOI QR Code

A study on longitudinal relationship with academic stress, math self-efficacy, and math class engagement : Using auto regressive cross-lagged model

학업스트레스, 수학자기효능감, 수학수업참여에 관한 종단연구 : 자기회귀교차지연모형을 적용하여

  • Received : 2022.04.11
  • Accepted : 2022.05.25
  • Published : 2022.05.31

Abstract

This study aims to examine the differences in the longitudinal relationship between academic stress, mathematics self-efficacy, and engagement in mathematics class according to the math achievement level. According to the results, academic stress, math self-efficacy, and math class engagement were stable over time for the high and low groups. Also, In the high group, math self-efficacy had a negative longitudinal mediation effect in the influence of academic stress to math class engagement. Whereas, in the low group math class engagement had a positive longitudinal mediation effect in the influence of academic stress to math self-efficacy. This means that the academic stress affects differently according to the math achievement level, and mathematics teachers should reflect these results in their teaching/learning strategies so that students can increase their mathematics self-efficacy along with their engagement in mathematics classes.

본 연구는 경기교육종단연구(GEPS)의 2015년(중1)부터 2017년(중3)까지의 자료를 자기회귀교차지연모형에 적용하여 학업스트레스, 수학자기효능감, 수학수업참여의 종단적 관계와 성취수준에 따른 차이를 검증하였다. 연구결과, 성취 상·하위집단 모두 학업스트레스, 수학자기효능감, 수학수업참여가 시간의 경과에 따라 안정적인 것으로 나타났다. 그리고 상위집단은 학업스트레스가 수학자기효능감을 매개하여 수학수업참여에 부적 영향을 미치는 반면, 하위집단은 학업스트레스가 수학수업참여를 매개하여 수학자기효능감에 정적인 영향을 미쳤다. 이는 학업스트레스가 학습자의 성취수준에 따라 차별적으로 작용하고 있음을 의미하는 것으로, 수학교사는 이와 같은 특성을 교수·학습전략에 반영하여 학생들의 수학자기효능감 향상 및 수학수업참여에 도움을 주어야 할 것이다.

Keywords

References

  1. Arbuckle, J. L., Marcoulides, G. A., & Schumacker, R. E. (1996). Full information estimation in the presence of incomplete data. Advanced structural equation modeling: Issues and techniques, 243, 277.
  2. Bandura, A. (1997). Self-efficacy: The exercise of control. W. H.
  3. Cha, M. J., Kim, C. M., Kwon, H. J., Cho, H. D., Lee, J. Y., ..., Park, I. W. (2010). A development of learner participation scale in instruction. The Korean Journal of Educational Methodology Studies, 22(1), 195-219. https://doi.org/10.17927/tkjems.2010.22.1.195
  4. Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural equation modeling: a multidisciplinary journal, 14(3), 464-504. https://doi.org/10.1080/10705510701301834
  5. Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural equation modeling, 9(2), 233-255. https://doi.org/10.1207/S15328007SEM0902_5
  6. Cho, H. I. (2013). The Analysis of Relationships between Academic Optimism, Learning Flow, Academic Stress, and Academic Achievement of High School Students. The Korean Journal of Educational Psychology, 27(4), 783-803.
  7. Folkman, S., & Lazarus, R. S. (1984). Stress, appraisal, and coping (Vol. 2). springer publishing company.
  8. Fredricks, J. A., & Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59-109. https://doi.org/10.3102/00346543074001059
  9. Hackett, G., & Betz, N. E. (1989). An exploration of the mathematics self-efficacy/mathematics performance correspondence. Journal for research in Mathematics Education, 20(3), 261-273. https://doi.org/10.2307/749515
  10. Hwang, S. W., & Lew, K. H. (2018). Relationship Between Mathematics Anxiety and Mathematical Achievement of Middle School Students According to Gender and Grade. Communications of Mathematical Education, 32(2), 175-189. https://doi.org/10.7468/jksmee.2018.32.2.175
  11. Hwang, Y. J. (2008). The Determinants of Perceived Academic Stress as Experienced by High School Students. Studies on Korean Youth, 19(3), 85-114.
  12. Jeon, H. J., & Chung, H. W. (2015). A Study on the Relationships with Test Anxiety, Academic Self Efficacy and Academic Achievement among Middle School Students: Focused on Longitudinal Mediation Effects of Academic Self Efficacy. Korean Journal of Youth Studies, 22(7), 247-274.
  13. Jo, E. H., & Lee, D. H. (2016). Comparison of Ego-States, Stressors, and Stress Coping Types: Between University Students Day and NightTime. Journal of Society of Korea Industrial and Systems Engineering, 39(4), 117-124. http://dx.doi.org/10.11627/jkise.2016.39.4.117
  14. Jung, J. Y. (2010). The Analysis on the causal model between elementary school child's academic stress and academic achievement. The Korea Educational Review, 16(1), 129-152.
  15. Kim, A. Y., Cha, J. E., Kang, H. A., Lim, K. M., Jeon, H. A., Cho, H. R., Lim, J. H., & Seok, H. E. (2012). Differential Relationships among Academic Stress, Self-regulatory Efficacy, and Motivation in the High vs. Low Academic Ability Groups: Focusing on the Mediating Effect of Academic Motivation Types. The Korean Journal of Educational Psychology, 26(2), 543-562.
  16. Kim, B. M. (2014). Relationships among Academic Stress, Academic Motivation Types and Mathematics Learning Motivation of Middle School Students. School Mathematics, 16(1), 157-180.
  17. Kim, C. K., & Cho, M. K. (2014). A Structural Analysis of Parental Attachment, Self-Determination, Academic Stress and Self-Efficacy by Child. Journal of Emotional & Behavioral Disorders, 30(2), 338-360.
  18. Kim, J. A. (2015). The Influence of Academic Stress upon Emotional Problems in Middle School Students: The Mediating Effect of Ego-Resilience. Korea Journal of Counseling, 16(3), 359-377. https://doi.org/10.15703/kjc.16.3.201506.359
  19. Kim, J. S., & Ryu, S. H. (2003). A Study on Stressor and Stress-Coping Pattern of Elementary School Students. Journal of Korean practical arts education, 16(1), 105-117. https://doi.org/10.17055/jpaer.2010.16.1.105
  20. Kim, J. Y., Choi, B. M., & Park, M. H. (2018). A Basic Analysis Report for the 6th Year of the Gyeonggi Education Panel Study. Gyeonggi Institute of Education.
  21. Kim, M. G., Kim, J. H., & Hong, S. H. (2009). Write a thesis with structural equation model. Communication books.
  22. Kim, M. K., Kim, Y. H., Hwang, S. R., & Chung, I. J. (2012). The Effect of School Grades on Academic Stress in Adolescence: Focusing on the Moderating Effect of Gender. Korean Journal of youth welfare, 14(4), 165-187.
  23. Kim, N. O., Park, M, A., Lee, B. N., & Sohn, W. S. (2018). The role of Teacher Characteristics and Feedback in Developing Elementary students' Affective and Cognitive Achievement. The Journal of Curriculum and Evaluation, 21(2), 129-151. https://doi.org/10.22799/jce.2018.21.2.006
  24. Koo, K. H., & Kim, S. W. (2014). Structural Relationships Among Academic Stress, Academic Resilience and Academic Achievement of Elementary School Student. Journal of Learner-Centered Curriculum and Instruction, 14(8), 69-89.
  25. Korea Institute for Curriculum and Evaluation. (2021). KICE ISSUE PAPER: The affective characteristics and trends of Korean elementary and middle school students as a result of TIMSS.
  26. Lee, J. H., & Lee, S. M. (2002). Test Anxiety and Motive. The Korean Journal of Educational Psychology, 16(3), 181-196.
  27. Lee, S. H. (2004). The Effects of Mathematics Self-Efficacy on Preference and Learning Style for Mathematics [Master's thesis, Korea National University of Education].
  28. Lee, S. H. (2012). Development of the Mathematics Self-Efficacy Scale for high school and college students. The Korean Journal of Counseling and Psychotherapy, 24(3), 573-594.
  29. Lee, Y. M., & Bak, B. G. (2019). Longitudinal Analysis of the Relationship among Academic Stress, Self-Efficacy and Academic Achievement of the Early Youth in Gyeonggi Province. The Journal of Thinking Development, 15(2), 1-25. https://doi.org/10.51636/JOTD.2019.08.15.2.1
  30. Moon, K. S. (2006). The Effect of Academic Stress on Suicidal Impulse in Adolescence: Mediating Roles of Parent and Peer Attachment. Korean journal of child studies, 27(5), 143-157.
  31. Park, H. J., & Byeon, S. M. (2021). An Analysis of the Effects of Middle School Students' Participation in Private Tutoring on Academic Stress: Lagged-effect, Cross-sectional Effect and Interaction Effect. Asian Journal of Education, 22(1), 61-95. https://doi.org/10.15753/aje.2021.03.22.1.61
  32. Park, S. H. (2020). An Analysis of Variables Affecting Middle School Students' Engagement in Classes [Master's thesis, Ewha Womans University].
  33. Park, S. H., & Kim, H. H. (2008). The Relationship between Children's and Adolescents' Academic Stress and Learned Helplessness. Korean Journal of Youth Studies 15(3), 159-182.
  34. Park, S. H., & Park, J. S. (2018). Factors Affecting Academic Stress in Adolescents. Journal of Learner-Centered Curriculum and Instruction, 18(20), 799-818. http://dx.doi.org/10.22251/jlcci.2018.18.20.799
  35. Patrick, H., Ryan, A. M., & Kaplan, A. (2007). Early adolescents' perceptions of the classroom social environment, motivational beliefs, and engagement. Journal of educational psychology, 99(1), 83. https://doi.org/10.1037/0022-0663.99.1.83
  36. Ramaprabou, V., & Dash, S. K. (2018). Effect of Academic Stress on Achievement Motivation among College Students. Journal on Educational Psychology, 11(4), 32-36
  37. Rho, W. J., Yang, Y., & Park, Y. S. (2007). The Influence of Adolescent's Academic Self-efficacy and Stress Coping Style on the School Life. The Korean Journal of Stress Research, 15(1), 59-66.
  38. Ross, S. M. (2020). Resistance for strength: the role of phytomedicine adaptogens in stress management. Holistic Nursing Practice, 34(5), 314-317. https://doi.org/10.1097/HNP.0000000000000408
  39. Song, H. S., & Jung, H. S. (2021). Effects of learner-centered mathematical instruction perceived by middle school students on math self-efficacy and class engagement: Multi-group analysis based on achievement level. The Mathematical Education, 60(4), 493-508. https://doi.org/10.7468/mathedu.2021.60.4.493
  40. Song, J. E., & Park, M. R., (2020). The Effects of Self-Efficacy, Class Engagement, and Teaching Methods on English Academic Achievement. Journal of Learner-Centered Curriculum and Instruction, 20(15), 351-371. http://dx.doi.org/10.22251/jlcci.2020.20.15.351
  41. Statistics Korea. (2021). 2021 Youth statistics.
  42. Struthers, C. W., Perry, R. P., & Menec, V. H. (2000). An examination of the relationship among academic stress, coping, motivation, and performance in college. Research in higher education, 41(5), 581-592. https://doi.org/10.1023/A:1007094931292
  43. Yu, J. H. (2015). The Relationships Among Parents-, Teacher-, Student-Related Variables and Student Engagement in Middle and High School. Korean Journal of Educational Research, 53(3), 1-30.