The Moderated Effects of Mathematics Test-preparation Strategies in the Relation between Elementary School Students' Epistemological Beliefs about Mathematics and Test Anxiety

초등학생의 수학 인식론적 신념과 시험불안의 관계에서 수학 시험준비전략의 조절효과 분석

  • Received : 2019.10.17
  • Accepted : 2019.11.12
  • Published : 2019.11.30

Abstract

This study aimed to analyze the moderated effects of mathematics test-preparation strategies in the relation between elementary school students' epistemological beliefs about mathematics and test anxiety. The moderated effects were tested by using structural equation modeling with the Ping's two-step approach. The subjects were 810 6th graders (411 male, 399 female) from 13 elementary schools situated in G Metropolitan City. Tests for epistemological beliefs about mathematics, test anxiety, and mathematics test-preparation strategies were used as measurement scales. The results of this study were as follows. The moderated effects of mathematics test-preparation strategies in the relation between epistemological beliefs about mathematics and test anxiety were statistically significant. Higher level of epistemological belief about mathematics were linked to lower level of test anxiety, while lower level of epistemological belief about mathematics led to an increased influence of test-preparation strategies levels on test anxiety. Students who had higher levels of epistemological belief about mathematics displayed lower level of test anxiety when using high levels of test-preparation strategies. Students who scored lower in the epistemological belief about mathematics had lower level of test anxiety when employing low levels of test-preparation strategies. Therefore, to lower the level of test anxiety among elementary students, the intervention program need to consider the appropriate levels of test-preparation strategies in accordance with each student's level of epistemological belief about mathematics.

이 연구의 목적은 초등학생의 수학 인식론적 신념과 시험불안의 관계에서 수학 시험준비전략의 조절효과를 검증하는데 있다. 이를 위해 수학 인식론적 신념을 예측변인, 수학 시험준비전략을 조절변인, 시험불안을 결과변인으로 설정하여 구조방정식 모형을 활용한 조절효과 검정을 시도하였다. 이 연구는 G광역시에 소재한 13개 초등학교 6학년 810명(남학생 411명, 여학생 399명)을 대상으로 수학 인식론적 신념 검사, 시험불안 검사, 수학 시험준비전략 검사를 실시하여 자료를 분석하였다. 분석 결과, 초등학생의 수학 인식론적 신념과 시험불안의 관계에서 수학 시험준비전략의 조절효과가 유의하였다. 즉, 수학 인식론적 신념이 높을수록 시험불안이 낮았고, 수학 인식론적 신념이 낮을수록 수학 시험준비전략 수준이 시험불안에 미치는 영향력이 큰 것으로 나타났다. 이 분석결과는 수학 인식론적 신념이 낮은 학생들의 경우 수학 시험준비전략에 대한 강조가 오히려 시험불안에 대한 영향력을 가중시키는 반면, 수학 인식론적 신념 수준이 높은 학생들에게는 수학 시험준비전략을 높이기 위한 노력이 시험불안을 낮추는데 효과적임을 시사한다.

Keywords

References

  1. 교육부 (2015). 수학과 교육과정. 교육부고시 제 2015-74호 [별책 8].
  2. 김동엽 (2001). 인간중심 수업과 지시적 수업이 학습자의 인식론적 신념에 따라 수업의 유의미성 지각 및 학업성취에 미치는 효과. 한국교원대학교 대학원 박사학위논문.
  3. 김수련, 채규만 (2013). 상위인지가 시험불안에 미치는 영향: 스트레스 대처 전략의 매개효과. 인지행동치료, 13(1), 51-64.
  4. 박분희, 박고훈, 황종섭 (2007). 수학에 대한 신념이 학습전략을 매개로 성취도에 미치는 영향. 아동교육, 16(3), 23-34.
  5. 박상현, 손원숙 (2014). 초등학생의 수학 학업정서 유형별 자기조절학습, 수학태도 및 수학 성취도. 초등교육연구, 27(3), 49-73.
  6. 박철영 (2012). 수학 인식론적 신념 검사의 개발 및 타당화. 전남대학교 대학원 박사학위논문.
  7. 박한숙 (2004). 시험치기 전략 훈련이 학습자의 자기주도적 학습능력 및 학업성취에 미치는 효과. 열린교육연구, 12(1), 97-115.
  8. 염시창, 유현석 (2015). 초등학교 수학 시험준비전략과 시험수행전략 검사 개발. 한국초등수학교육학회지, 19(1), 57-80.
  9. 유현석 (2016). 초등학생의 수학 인식론적 신념과 시험불안의 관계에서 수학 시험준비 및 시험수행 전략의 조절효과 분석. 전남대학교 대학원 박사학위논문.
  10. 이종철 (2007). 학습양식 유형, 시험불안과 학업성취도의 관계: 학교급별 분석. 조선대학교 대학원 박사학위논문.
  11. 임신일 (2011). 시험불안 메타분석. 전북대학교 대학원 박사학위논문.
  12. 조현철 (2003). 대학생들의 인식론적 신념과 공부전략사용간의 관계. 교육심리연구, 17(4), 109-130.
  13. 최진승 (1988). 일반불안, 시험불안, 학업불안, 수학불안과 수학성적과의 공접 및 인과관계 분석. 경북대학교 대학원 박사학위논문.
  14. 홍세희, 정송 (2014). 회귀분석의 구조방정식 모형에서의 상호작용 효과 검증: 이론과 절차. 인간발달연구, 21(4), 1-24.
  15. Boehme, K. L., Goetz, T., & Oreckel, 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. https://doi.org/10.1016/j.cedpsych.2017.05.002
  16. Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136-162). Newbury Park, CA: Sage.
  17. Buehl, M. M., Alexander, P. A., & Murphy, P. K. (2002). Beliefs about schooled knowledge: Domain specific or domain general? Contemporary Educational Psychology, 27(3), 415-449. https://doi.org/10.1006/ceps.2001.1103
  18. Culler, R. E., & Holahan, C. J. (1980). Test anxiety and academic performance: The effects of study-related behaviors. Journal of Educational Psychology, 72(1), 16-20. https://doi.org/10.1037/0022-0663.72.1.16
  19. Deffenbacher, J. L. (1986). Cognitive and physical components of test anxiety in real like exams. Cognitive Therapy and Research, 10, 635-644. https://doi.org/10.1007/BF01173751
  20. Dodeen, H. (2008). Assessing test-taking strategies of university student: Developing a scale and estimating its psychometric indices. Assessment and Evaluation in Higher Education, 33(4), 409-419. https://doi.org/10.1080/02602930701562874
  21. Dolly, J. P., & Williams, K. S. (1986). Using test-taking strategies to maximize multiple-choice test scores. Educational and Psychological Measurement. 46, 619-625. https://doi.org/10.1177/0013164486463014
  22. Dreisbach, M., & Keogh, B. (1982). Testwiseness as a factor in readiness test performance of young Mexican-American children. Journal of Educational Psychology, 72(2), 224-229. https://doi.org/10.1037/0022-0663.74.2.224
  23. Dweck, C. S. (1986). Motivational processes affecting learning. American Psychologist, 41(10), 1040-1048. https://doi.org/10.1037/0003-066X.41.10.1040
  24. Elliott, A. J., & Harackiewicz, J. M. (1996). Approach and avoidance achievement goals and intrinsic motivation. Journal of Personality and Social Psychology, 73, 171-185. https://doi.org/10.1037/0022-3514.73.1.171
  25. Hofer, B. K. (2002). Personal epistemology as a psychological and educational construct: An introduction. In B. K. Hofer & P. R. Pintrich (Eds.), Personal epistemology: The psychology of beliefs about knowledge and knowing (pp. 3-14). Mahwah, NJ: Erbaum.
  26. Hofer, B. K. (2005). The legacy and the challenges: Paul Pintrich's contributions to personal epistemology. Educational Psychologist, 40(2), 95-105. https://doi.org/10.1207/s15326985ep4002_4
  27. Hofer, B. K., & Pintrich, P. R. (1997). The development of epistemological theories: Beliefs about the knowledge and knowing and their relation to learning. Review of Educational Research, 67(1), 88-140. https://doi.org/10.3102/00346543067001088
  28. Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1-55. https://doi.org/10.1080/10705519909540118
  29. Kline, R. B. (2010). Principles and practice of structural equation modeling (3rd ed.). New York: Guilford Press.
  30. Nicholls, J. G., & Miller, A. T. (1986). Conception of ability in children and adults. In R. Schwarzer (Ed.), Self-related cognitions in anxiety and motivation (pp. 265-284). Hillsdale, NJ: Erlbaum.
  31. Op't Eynde, P., & De Corte, E. (2003). Students' mathematics-related belief systems: Design and analysis of a questionnaire. Annual meeting of the American Educational Research Association. April 21-25, Chicago.
  32. Pekrun, R. (2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review, 18, 315-341. https://doi.org/10.1007/s10648-006-9029-9
  33. Pekrun, R., & Perry, R. P. (2014). Control-value theory of achievement emotions. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 120-141). New York: Routledge.
  34. Ping, R. A. (1996). Latent variable interactions and quadratic effect estimation: A two-step technique using structural equation analysis. Psychological Bulletin, 119(1), 166-175. https://doi.org/10.1037//0033-2909.119.1.166
  35. Pintrich, P. R., & De Groot, E. V. (1990). Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology, 82(1), 33-40. https://doi.org/10.1037/0022-0663.82.1.33
  36. Schoenfeld, A. H. (1983). Beyond the purely cognitive: Belief systems, social cognitions, and metacognitions as driving forces in intellectual performance. Cognitive Science, 7(4), 329-363. https://doi.org/10.1016/S0364-0213(83)80003-2
  37. Schoenfeld, A. H. (1985). Mathematical problem solving. Orlando, FL: Academic Press.
  38. Schommer, M. (1989). Students' belief about the nature of knowledge: What are they and how do they affect comprehension? Technical Report No. 484.
  39. Schommer, M. (1990). Effects of beliefs about the nature of knowledge in comprehension. Journal of Educational Psychology, 82(3), 498-504. https://doi.org/10.1037//0022-0663.82.3.498
  40. Schommer, M., Calvert, C., Gariglietti, G., & Bajaj, A. (1997). The development of epistemological beliefs among secondary students: A longitudinal study. Journal of Educational Psychology, 89(1), 37-40. https://doi.org/10.1037/0022-0663.89.1.37
  41. Schommer, M., Crouse, A., & Rhodes, N. (1992). Epistemological beliefs and mathematical text comprehension: Believing it is simple does not make it so. Journal of Educational Psychology, 84(4), 435-443. https://doi.org/10.1037/0022-0663.84.4.435
  42. Schunk, D. H. (1983). Reward contingencies and the development of children's skills and self-efficacy. Journal of Educational Psychology, 75(4), 511-518. https://doi.org/10.1037//0022-0663.75.4.511
  43. Solomon, Y. (2006). Defict or difference? The role of students' epistemologies of mathematics in their interactions with proof. Educational Studies in Mathematics, 61(3), 373-393. https://doi.org/10.1007/s10649-006-6927-1
  44. Spielberger, C. D. (1980). Test Anxiety Inventory: Preliminary professional manual for the Test Anxiety Inventory ("Test Attitude Inventory") - TAI. Palo Alto, CA: Consulting Psychologist Press.
  45. Tang, J. (2010). Exploratory and confirmatory factor analysis of epistemic beliefs questionnaire about mathematics for Chinese junior middle school students. Journal of Mathematics Education, 3(2), 89-105.
  46. Thomas, C. L., Cassady, J. C., & Finch, W. H. (2018). Identifying severity standards on the cognitive test anxiety scale: Cut score determination using latent class and cluster analysis. Journal of Psychoeducational Assessment, 36(5), 492-508. https://doi.org/10.1177/0734282916686004
  47. Wine, J. D. (1979). Test Anxiety and evaluation threat: Children's behavior in the classroom. Journal of Abnormal Child Psychology, 7(1), 45-59. https://doi.org/10.1007/BF00924509