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몽골 중등학생의 통계 주제에 대한 태도조사

A Survey of Mongolian Secondary School Student's Attitude Toward Statistical Topic

  • 투고 : 2022.02.04
  • 심사 : 2022.03.11
  • 발행 : 2022.03.30

초록

본 연구는 몽골 울란바토르에 소재한 중등학교에서 통계 주제에 대한 학생들의 태도를 분석하기 위해 수행되었다. 이를 위해 몽골 울란바토르에 있는 두 개의 중등학교에서 9학년 학생 129명을 층화표집한 후 이들을 대상으로 설문조사를 실시하였다. 이 통계에 대한 태도 조사(SATS)는 태도에 기여하는 6가지 요인인 정서적 요인, 인지능력, 가치, 어려움, 흥미, 학생의 노력을 중심으로 이루어졌다. 그 결과 학생들은 자신의 통계 지식과 통계 기술이 학습 시작에 비해 다소 증가하였다고 믿는 것으로 나타났다. 또한 통계 주제에 대해서는 쉽지도 그렇다고 어렵지도 않다는 반응을 보였다. 그럼에도 통계에 대한 관심은 중립적이었다. 이러한 연구결과는 통계 주제에 대해 관심을 끌 수 있는 효과적이고 혁신적인 통계 교수·학습 방법 개발이 요구된다는 것을 시사하고 있다.

The goal of this study was to analyze students' views about statistical themes in Mongolian secondary schools in Ulaanbaatar. To this end, 129 9th grade students were stratified random sampling at two secondary schools in Ulaanbaatar, Mongolia, and a survey was conducted on them. The attitude survey focused on six factors contributing to the attitude: affective, cognitive competency, value, difficulty, interest, and student effort. The results show that students believed their statistical knowledge and skills have increased compared to the beginning of the courses. Furthermore, the survey revealed that they perceived statistics as neither an easy nor a difficult subject. Students' interest in statistics was neutral in general. These results suggest a need to develop effective and innovative statistical teaching and learning methods that can attract attention to statistical topics.

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참고문헌

  1. Ashaari, N. S., Judi, H. M., Mohamed, H., & Wook, M. T. (2011). Student's attitude towards statistics course. Procedia Social and Behavioral Sciences 18, 287-294. https://doi.org/10.1016/j.sbspro.2011.05.041
  2. Araki, L. (1995). An exploratory study of student attitudes toward statistics and their retention of statistical concepts (Master Thesis), Faculty of California State University, San Bernardino.
  3. Attitude. (2021). Oxford University Press. Retrieved from Oxford Learner's Dictionaries Online database.
  4. Australian Bureau of Statistics. (n.d.). Statistical literacy. Retrieved on July 13, 2018 from http://www.statlit.org/pdf/2007ABS-Statistical_Literacy_Paper.pdf
  5. Auzmendi, E. (1991). Factors related to statistics: A study with a Spanish sample. Paper presented at the annual meeting of the American Educational Research Association, Chicago, IL.
  6. Awaludina, I. S., Ab Razak, R., Harris, H., & Selamat, Z. (2015). Antecedents of students' achievement in statistics. AIP.
  7. Bolormaa, B., & Tsetsegjargal, A. (2018). Research about Mathematics achievements in urban and rural schools. Research on Mathematics Teaching and Learning, (pp. 25-30). Mongolian University of Education.
  8. Bond, M. E. (2007). Looking at the survey of attitudes toward statistics (SATS). Retrieved from http://www.evaluationandstatistics.com/
  9. Bradley, D. R., & Wygant, C. R. (1998). Male and female differences in anxiety about statistics are not reflected in performance. Psychological Reports, 80, 245-246. https://doi.org/10.2466/pr0.1998.82.1.245
  10. Cashin, S. E. , & Elmore, P. B. (1997, March). Instruments used to assess attitudes toward statistics: A psychometric evaluation. Paper presented at the annual meeting of the American Educational Research Association, Chicago.
  11. Cashin, S. E., & Elmore, P. B. (2005). The Survey of Attitudes Towards Statistics scale; A construct validity study. Educational and Psychological Measurement, 65(3), 1-16.
  12. Cherian, V. I., & Glencross, M. J. (1997). Sex, socioeconomic status, and attitude toward applied statistics among postgraduate education students. Journal of the Royal Anthropological Institute 3, 1385-1386.
  13. Chiesi, F., & Primi, C. (2009). Assessing statistics attitudes among college students: Psychometric properties of the Italian version of the Survey of Attitudes toward Statistics (SATS). Learning and Individual Differences, 19(2), 309-313. https://doi.org/10.1016/j.lindif.2008.10.008
  14. Chiesi, F., & Primi, C. (2015). Gender differences in attitudes toward statistics: Is there a case for a confidence gap in K. Krainer & N. Vondrova (Eds.), Proceedings of the Ninth Congress of the European Society for Research in Mathematics Education (pp. 622-628). Prague, Czech Republic: Charles University.
  15. Fishbein, M., & Ajzen, I. (2010). Predicting and changing behavior: The reasoned action approach. Psychology Press.
  16. Garfield, J., & Ben-Zvi, D. (2008). Developing students' statistical reasoning: Connecting research and teaching practice. New York, NY: Springer Science+Business Media B. V.
  17. Ghulami, H. R., Ab Hamid, M. R., & Zakaria, R. (2015). Students' Attitudes towards Learning Statistics. AIP Conference Proceedings, 1660, 050035; 10.1063/1.4915668. https://doi.org/10.1063/1.4915668
  18. Green, K. E. (1993, April). Affective, evaluative, and behavioral components of attitudes toward statistics. Paper presented at the annual meeting of the American Educational Research Association, Atlanta, GA.
  19. Harlow, L. L., Burkholder, G. J., & Morrow, J. A. (2002). Evaluating attitudes, skill, and performance in a learning-enhanced quantitative methods course: A structural modeling approach. Structural Equation Modeling, 9, 413-430. https://doi.org/10.1207/S15328007SEM0903_6
  20. Liau, A. K., Kiat, J. E., & Nie, Y. (2015). Undergraduate Students Investigating the Pedagogical Approaches Related to Changes in Attitudes Toward Statistics in a Quantitative Methods Course for Psychology Undergraduate Students. The Asia-Pacific Education Researcher, 24(2), 319-327. https://doi.org/10.1007/s40299-014-0182-5
  21. Mahmud, Z. (2010). A discriminant analysis of perceived attitudes toward statistics and profile identification of statistics learners. Proceedings of the 2nd WSEAS International Conference on Multivariate Analysis and its Application in Science and Engineering, pp.41-47.
  22. Millar, A. M., & Schau, C. (2010). Assessing Students' Attitudes: the Good, the Bad, and the Ugly. Proceedings of the J oint Statistical Meetings. www.statlit.org/pdf/2010MillarSchauASA.pdf
  23. Nolan, M., Beran, T., & Hecker, K. (2012). Surveys assessing students' attitudes toward statistics: A systematic review of validity and reliability. Statistics Education Research Journal, 11(2), 103-123. Retrieved from http://www.stat.auckland.ac.nz/serj https://doi.org/10.52041/serj.v11i2.333
  24. Primi, C., & Chiesi, F. (2016). Statistics anxiety: A mediator in learning probability. In 13th International Congress on Mathematical Education (pp. 1-7). Hamburg, July 24-31, 2016.
  25. Rhoads, T. R., & Hubele, N. F. (2000). Student attitudes toward statistics before and after a computer-integrated introductory statistics course. IEEE Transactions in Education, 43, 182-187. https://doi.org/10.1109/13.848071
  26. Roberts, D. M., & Bilderback, E. W. (1980). Reliability and validity of a statistics attitude survey. Educational and Psychological Measurement, 40, 235-238. https://doi.org/10.1177/001316448004000138
  27. Roberts, D. M., & Saxe, J. E. (1982). Validity of a statistics attitude survey: A follow-up study. Educational and Psychological Measurement, 42, 907-912. https://doi.org/10.1177/001316448204200326
  28. Schau, C. G., Dauphinee, T., & Del Vecchio, A. (1992, April). The development of the Survey of Attitudes Toward Statistics. Paper presented at the Annual Meeting of the American Educational Research Association, San Francisco, CA.
  29. Schau, C., Stevens, J., Dauphinee, T., & Del Vecchio, A. (1995). The development and validation of the survey of attitudes toward statistics. Educational and Psychological Measurement, 55(5), 868-875. Retrieved from http://www.epm.sagepub.com https://doi.org/10.1177/0013164495055005022
  30. Schau, C. (2000, November). Teaching and learning in statistics courses: Importance of students' attitudes and beliefs. Paper presented to the faculty at Arizona State University.
  31. Schau, C. (n.d.). SATS-36 Scoring. Retrieved from https://www.evaluationandstatistics.com/scoring
  32. Sutarso, T. (1992). Students' Attitudes Toward Statistics (STATS). Paper presented at the Mid-South Educational Research Association, Knoxville, TN.
  33. Tempelaar, D. T., van Der Loeff, S. S., & Gijselaers, W. H. (2007). A structural equation model analyzing the relationship of students' attitudes toward statistics, prior reasoning abilities and course performance. Statistics Education Journal, 6(2), 78-102.
  34. Tomazic, T. J., & Katz, B. M. (1988). Statistical anxiety in introductory applied statistics. American Statistical Association Proceedings of the Section on Statistical Education, 239-244.
  35. Waters, L. K., Martelli, A., Zakrajsek, T., & Popovich, P. M. (1988). Attitudes toward statistics: An evaluation of multiple measures. Educational and Psychological Measurement, 48, 513-516. https://doi.org/10.1177/0013164488482026
  36. Wikipedia. (2021). Education in Mongolia. Retrieved from https://en.wikipedia.org/wiki/Education_in_Mongolia
  37. Wise, S. L. (1985). The development and validation of a scale measuring attitudes toward statistics. Educational and Psychological Measurement, 45, 401-405. https://doi.org/10.1177/001316448504500226
  38. Wisenbaker, J. M., & Scott, J. S. (1997). Modeling aspects of students' attitudes and achievement in introductory statistics courses. Paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL.
  39. Yembuu, B. (2010). International encyclopedia of education. In P. Peterson, E. Baker, & B. McGaw (Eds.), Mongolia (pp. 681-686). Oxford: Elsevier.
  40. Zeidner, M. (1991). Statistics and mathematics anxiety in social science students: Some interesting parallels. British Journal of Educational Psychology, 61, 319-332. https://doi.org/10.1111/j.2044-8279.1991.tb00989.x
  41. Боловсрол, соёл, шинжлэх ухаан, спортын яам (2019). БҮРЭН ДУНД БОЛОВСРОЛЫН СУРГАЛТЫН ХӨТӨЛБӨР-Сайжруулсан хоёр дахь хэвлэл (Curriculum Development Division, 2019). Retrieved from https://cdn.greensoft.mn/uploads/users/2649/files/Curriculum/EBS/Akhlakh.pdf