The Journal of the Convergence on Culture Technology (문화기술의 융합)

The International Promotion Agency of Culture Technology (국제문화기술진흥원)
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A Study on the Structural Equation Model for Factors Affecting Academic Achievement in Non-Face-to-Face Class

비대면수업에서 학습성취도에 미치는 요인에 대한 구조방정식 모형 연구

  • Suh, Hyesun (Dept. of computer science engineering, Daejin Univ)
  • 서혜선 (대진대학교 휴먼IT융합학부)
  • Received : 2020.09.29
  • Accepted : 2020.10.22
  • Published : 2020.11.30
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Abstract

In 2020, due to COVID-19, all universities in Korea were conducting non-face-to-face classes. The purpose of this study is to study what factors affect academic achievement under such non-face-to-face instruction, especially for engineering students where practical training is important. Validity of the statistical hypothesis defined in this study by applying a structural equation model using questionnaires about academic achievement for engineering students at University D for this study. In addition, I would like to suggest what factors should be considered in non-face-to-face classes, especially in engineering colleges. As a result of the study, it was found that students' Q&A, feedback and e-learning system had a direct influence on academic achievement. In addition, it was confirmed that they had an indirect influence on academic achievement through the parameters of theory class and practical class.

COVID-19 (Corona Virus Desease-19)로 인해 2020년에는 국내 모든 대학이 비대면 수업을 진행하는 상황이었다. 본 연구는 이러한 비대면 수업하에서 특히 실습수업이 중요한 공과대학생들의 경우 어떤 요인들이 학업 성취도에 영향을 미치는가를 연구하고자 하는 것이다. 본 연구를 위해 D대학의 공과대학생들 대상의 학습성취도 관련 설문문항을 이용하여 회귀 모델과 경로 분석을 결합한 구조 방정식 모형을 적용하고 본 연구에서 정의한 통계적 연구가설의 타당성을 검증하고자 한다. 또한 본 연구를 통해 지속화 되고 있는 비대면 수업에서, 특히 공과대학에서 고려해야 할 요소들이 무엇인지를 제안하고자한다. 조방정식의 최적의 모형 결과 학습성취도에 직접적인 영향을 주는 요인으로 질의 및 피드백 그리고 이러닝 시스템으로 나타났다. 또한 이 두 요인은 이론수업과 실습수업이라는 매개변수를 통해 학업 성취도에 간접적으로도 영향을 주고 있음을 확인할 수 있었다.

Keywords

References

  1. Shim, S. K. Relationship among the Learning Instrument, Learning Achievement, and Learning Satisfaction in Online Calss. The Journal of the Korea Contents Association, Vol. 12, No. 3, pp. 487-497. 2012. https://doi.org/10.5392/JKCA.2012.12.03.487
  2. Kim, S. Y., & Shin, H. J. The Validity of the Consisting Factors of Students' Satisfaction for their Department Professors' Performance and Analysis of the Structural Relationship between Students' Satisfactions for their Department Professors' Performance and Students' Academic Achievement. The Journal of Korean Teacher Education, Vol. 29, No. 1, pp. 207-226. 2012. https://doi.org/10.24211/tjkte.2012.29.1.207
  3. Yun, H. J., Kwak, E. M., & Kwon, S. Y. The Relationship between Personality Types, Learning Style, and Academic Achievement in First Year Nursing Students. The Journal of the Convergence on Culture Technology, Vol. 5, No. 2, pp. 247-255. 2019. https://doi.org/10.17703/JCCT.2019.5.2.247
  4. Johnson, R. D. Gender differences in e-learning: Communication, social presence, and learning outcomes. Journal of Organizational and End User Computing, Vol. 23, No. 1, pp. 79-94. 2011. https://doi.org/10.4018/joeuc.2011010105
  5. Kehrwald, B. Learners' experiences with learner support in networked learning communities. Proceedings of the 6th International Conference on Networked Learning, http://nlc.ell.aau.dk/past/nlc2008/abstracts/PDFs/Kehrwald, pp. 210-217. 2008.
  6. Lowenthal, P. R. Social presence. In P. Rogers, G. Berg, J. Boettcher, C.Howard, L. Justice, and K. Schenk (Eds.), Encyclopedia of distance and online learning (2nd ed.), Hershey, PA: IGI Global. pp. 1900-1906. 2009.
  7. Park, H. K. A Case Study on the Perceptions and Preferences of Graduate Students of Interpretation and Translation for Online Learning. Interpreting and Translation Studies, Vol. 24, No. 3, pp. 43-66. 2020. https://doi.org/10.22844/ITS.2020.24.3.43
  8. Jeong, H, H. A Structure Analysis of the relationship among Students' Motivation, Engagement, Perceived Value, Satisfaction, and Course Loyalty to Mobile Messenger Apps for Educational Use - Focused on College Courses. Journal of Korean Association for Educational Information and Media, Vol. 22, No. 1, pp. 137-165. 2016. https://doi.org/10.15833/KAFEIAM.22.1.137
  9. Lee, e. J., & Park,. I. W. The Effect of Video Types on Learning Satisfaction and Academic Achievement in accordance with Visual Cue Presentation. The Journal of Research in Education, Vol. 31, No. 4, pp. 129-153. 2018.
  10. Lee, J. S., & Cho, J. W. Evaluating the Cost Effectiveness of the Virtual University. Journal of Educational Technology, Vol. 15, No. 3, pp. 155 -175. 1999. https://doi.org/10.17232/KSET.15.3.155
  11. Jung, S. J. The Effect of Leisure Activities on School Life Satisfaction in Teenagers. International Journal of Advanced Culture Technology, Vol. 8, N0. 3, pp. 106-113. 2020.
  12. Suh, H. S. A study on the effect of proportional logit model on satisfaction of uncontacted lectures. Journal of the Korean Data Analysis Society, Vol. 22, No. 4, pp. 1371-1382. 2020. https://doi.org/10.37727/jkdas.2020.22.4.1371
  13. Suh, H. S. & Choi, Y. J. A Study on the Satisfaction of Software Education of University Using Structural Equation Model. Journal of the Korean Data Analysis Society, Vol. 22, No. 2, pp. 587-598. 2020. https://doi.org/10.37727/jkdas.2020.22.2.587
  14. Nunnally, C., & H., Bernstein. Psychometric theory (3rd ed.), New York, NY: McGraw-Hill. 1994.
  15. Kim, H. M.,Chun, H. J., & Park, C. W. An Analysis of the Influence of Customer Relationship Building Types of Insurance Salesperson on Customer Commitment Using Structural Equation. Journal of Insurance and Finance, Vol. 30, No. 4, pp. 87-112. 2019. https://doi.org/10.23842/jif.2019.30.4.004