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대학생의 학습민첩성과 폐기학습, 학습몰입의 관계: 성별에 따른 조건부 효과

The Relationships among Learning Agility, Unlearning, and Learning Flow of University Students: Conditional Direct and Indirect Effects by Gender

  • 위영은 (한국폴리텍대학 직업교육연구소) ;
  • 김우철 (한국기술교육대학교 HRD학과) ;
  • 이지영 (고려대학교 대학정책연구원)
  • Wee, Youngeun (Vocational Education & Training Research Institute, Korea Polytechnics) ;
  • Kim, Woocheol (Department of HRD, KOREATECH) ;
  • Lee, Jiyoung (University Policy Research Institute, Korea university)
  • 투고 : 2022.06.20
  • 심사 : 2022.08.17
  • 발행 : 2022.08.31

초록

본 연구는 대학생을 대상으로 학습민첩성과 폐기학습, 학습몰입 관계에서 성별에 따른 조건부 효과를 확인하는 것을 목적으로 한다. 이를 위해 265명 대학생에게 수집한 데이터를 바탕으로 Process v3.5 for SPSS를 활용하여 연구모델의 조건부 효과 분석을 실시하였다. 연구결과 첫째, 대학생의 학습민첩성은 폐기학습과 학습몰입에 유의한 정적 영향을 미치는 것으로 나타났다. 둘째, 대학생의 학습민첩성이 학습몰입에 미치는 효과는 성별에 따라 유의한 영향을 미쳤으나, 조절된 효과는 유의한 영향을 미치지 않았다. 셋째, 대학생의 학습민첩성과 학습몰입 간 관계에서 성별에 따른 폐기학습의 조절된 매개효과는 유의한 것으로 나타났다. 연구결과를 바탕으로 대학교육의 시사점을 제시하였다.

This study aims to identify the conditional direct and indirect effects by Gender in the relationship between Learning Agility, Unlearning and Learning Flow for university students. Based on the data collected from 265 university students the conditional effectiveness of the research model was analyzed using Process v3.4 for SPSS. As a result, first, the Learning Agility of university students had a statistically significant effect Unlearning and Learning Flow. Second, Learning Agility had a statistically significant direct effect on Learning Flow by gender but, the moderated effect of Learning Flow had a significant negative effect. Third, the moderated mediating effect of Unlearning by gender was found to be significant in the relationship between Learning Agility and Learning Flow of university students. Based on these results, implications of education at university were presented.

키워드

참고문헌

  1. UNESCO, Policy Brief: Education during COVID-19 and Beyond, UNESCO, 2020.
  2. Ministry of Education, 2022 Ministry of Education Work Plan, Press Released on January, 5, 2022.
  3. R. M. Carini, G. D. Kuh, and S. P. Klein, "Student engagement and student learning: Testing the linkage," Research in Higher Education, vol. 47, no. 1, pp. 1-32, 2006. https://doi.org/10.1007/s11162-005-8150-9
  4. E. J. Kim, "Examining structural relationships among college students internal and external factors for learning engagement and satisfaction," Asian Journal of Education, vol. 16, no. 3, pp. 107-129, 2015. https://doi.org/10.15753/aje.2015.09.16.3.107
  5. S. J. Lee, "The effect of flow on learning and self-efficacy on college adaptation and academic achievement in undergraduate students," The Korean Journal of Educational Psychology, vol. 25, no. 2, pp. 235-253, 2011.
  6. Y. J. Joo, J. Y. Kim, and H. R. Choi, "Investigating the structural relationship among self-regulated learning, learning flow, satisfaction and learning persistence in corporate e-learning," Journal of Educational Technology, vol. 25, no. 4, pp. 101-125, 2009. https://doi.org/10.17232/KSET.25.4.101
  7. S. S. Joe and R. Ju, "A study of factors affecting university students' learning flow in overall distance learning situation: The moderating effect of coronavirus anxiety," Journal of Korean Association for Educational Information and Media, vol. 26, no. 4, pp. 909-934, 2020. https://doi.org/10.15833/KAFEIAM.26.4.909
  8. M. S. Choi and H. Y. Jo, "Structural relationship between teacher's autonomy support and self-efficacy, immersion and learning ability of college student," The Journal of Learner-Centered Curriculum and Instruction, vol. 21, no. 6, pp. 295-305, 2021.
  9. Y. E. Wee, W. C. Kim, and C. H. Im, "Examining structural relationships between learning agility, organizational support, professional commitment, and organizational commitment in korean public TVET institutions," The Journal of Vocational Education Research, vol. 39, no. 4, pp. 69-90, 2020.
  10. Y. E. Wee, H. J. Woo, and W. C. Kim, "The relationship between learning agility and job preparation behavior of engineering college students: Moderated moderation effect of learning flow and professor-student interaction frequency," Journal of Practical Engineering Education, vol. 13, no. 2, pp. 405-419, 2021. https://doi.org/10.14702/JPEE.2021.405
  11. K. L. Becker and B. L. Delahaye, "Unlearning as a lifelong learning strategy: An important path way for transitions," Proceedings Lifelong Learning Conference, Central Queensland University Press, pp. 26-31, 2006.
  12. J. W. Newstrom, "The management of unlearning: Exploding the clean slate fallacy," Training and Development Journal, vol. 37, no. 8, pp. 36-39, 1983.
  13. J. E. Kwon, "The influence of individual creativity to organizational creative product in entertainment media companies: Focus on unlearning capacity and absorptive capacity," Ph. D. dissertation, Chung-Ang University, 2011.
  14. C. Prahalad and G. Hamel, "The core competence of the corporation," Harvard Business Review, May-June, pp. 1-15, 1990.
  15. E. J. Kim and S. Y. Park, "Unlearning in the workplace: Antecedents and outcomes," Human Resource Development Quarterly, pp. 1-24, https://doi.org/10.1002/hrdq.21457, 2021.
  16. Y. J. Joo and N. S. Park, "A structural relationship among openness to diversity, absorptive capacity, unlearning capacity, individual creativity of natural sciences college students: With a focus on the mediating effects," The Journal of Learner-Centered Curriculum and Instruction, vol. 16, no. 6, pp. 247-269, 2016.
  17. M. Matsuo, "Critical reflection, unlearning, and engagement," Management Learning, vol. 50, no. 4, pp. 465-481, 2019. https://doi.org/10.1177/1350507619859681
  18. S. Edgar, "Identifying the influence of gender on motivation and engagement levels in student physiotherapists," Medical Teacher, vol. 37, no. 4, pp. 348-353, 2015. https://doi.org/10.3109/0142159X.2014.948829
  19. B. R. Cho, "Analysis of the effect and gender difference of participation in the next degree track on the selfdirected learning ability, learning flow, and academic self-efficacy of university students," Journal of LearnerCentered Curriculum and Instruction, vol. 22, no. 7, pp. 69-83, 2022.
  20. D. S. DeRue, S. J. Ashford, and C. G. Myers, "Learning agility: In search of conceptual clarity and theoretical grounding," Industrial and Organizational Psychology, vol. 5, no. 3, pp. 258-279, 2012. https://doi.org/10.1111/j.1754-9434.2012.01444.x
  21. E. M. Sung, "The influence of smart media literacy and learning agility on self-directed learning ability and problem solving ability according to gender of university students in higher education," Journal of Korean Association for Educational Information and Media, vol. 24, no. 4, pp. 709-732, 2018. https://doi.org/10.15833/KAFEIAM.24.4.709
  22. H. B. Choi, "The analysis of relationship among individual characteristics, organizational characteristics, and learning agility of office workers in large corporations," Master's Degree, School of Seoul National University, 2020.
  23. M. A. Abulela and W. M. Bart, "Learning and study strategies and engagement among egyptian undergraduates: Do gender and discipline matter?," Educational Psychology, vol. 41, pp. 1160-1179, 2021. https://doi.org/10.1080/01443410.2020.1834076
  24. M. J. Koo, "Verification of mediation effects of learning flow on the relationship between basic psychological needs and self-directed learning among high school students: Focusing on gender gap in cognitive and affective flow," Master's Theses, The Graduate School of Education of Ewha Women's University, 2014.
  25. H. J. Kim, "The structural relationship among teacher-student relationships, learning motivation and learning flow," Ph.D. dissertation, Department of Education Graduate School of Sook Myung Women's University, 2012.
  26. J. Y. Lee, "The structural relationship between college student's learning flow and related variables," Interdisciplinary program of educational consulting the graduate school of Pukyong National University, Ph.D. dissertation, 2017.
  27. H. K. Ro and K. I. Loya, "The effect of gender and race intersectionality on student learning outcomes in engineering," The Review of Higher Education, vol. 38, no. 3, pp. 359-396, 2015. https://doi.org/10.1353/rhe.2015.0014
  28. H. S. Yu and A. J. Hong, "The influence of empowering leadership on employees' innovation behavior and the mediating effect of unlearning," Journal of Competency Development & Learning, vol. 10, no. 2, pp. 101-127, 2015.
  29. H. S. Lee and H. S. Lee, "The impact of university students' openness to diversity on creativity: The mediating effect of cooperative learning competency and unlearning competency," Journal of Lifelong Learning Society, vol. 12, no. 1, pp. 277-305, 2016. https://doi.org/10.26857/JLLS.2016.02.12.1.277
  30. R. W. Eichinger and M. M. Lombardo, "Learning agility as a prime indicator of potential," Human Resource Planning, vol. 27, no. 4, pp. 12-15, 2004.
  31. R. W. Eichinger, M. M. Lombardo, and C. C. Capretta, FYI for Learning Agility. Minneapolis, Lominger International: A Korn/Ferry Company, 2020.
  32. A. Mitchinson and R. Morris, "Learning about learning agility," White Paper. Center for Creative Leadership, pp. 1-20, 2014.
  33. K. P. De Meuse and V. S. Harvey, The Age of Agility: Building Learning Agile Leaders and Organizations, Oxford University Press, 2021.
  34. L. S. Gravett and S. A. Caldwell, Learning Agility: The Impact on Recruitment and Retention. New York, NY: Palgrave Macmillan, 2016.
  35. Y. J. Joo, S. Y. Joung, and J. Y. Kim, "Structural relationships among self-regulated learning, learning flow, satisfaction, and learning persistence in cyber universities," Interactive Learning Environments, vol. 22, no. 6, pp. 752-770, 2014. https://doi.org/10.1080/10494820.2012.745421
  36. H. J. Kim, "Developmental trends in learning flow," The Journal of Learner-Centered Curriculum and Instruction, vol. 14, no. 12, pp. 69-90, 2014.
  37. A. Klammer and S. Gueldenberg, "Unlearning and forgetting in organizations: A systematic review of literature," Journal of Knowledge Management, vol. 23, no. 5, pp. 860-888, 2019. https://doi.org/10.1108/JKM-05-2018-0277
  38. A. L. Leal-Rodriguez, S. Eldridge, J. L. Roldan, A. G. Leal-Millan, and J. Ortega-Gutierrez, "Organizational unlearning, innovation outcomes, and performance: The moderating effect of firm size," Journal of Business Research, vol. 68, no. 4, pp. 803-809, 2015. https://doi.org/10.1016/j.jbusres.2014.11.032
  39. J. G. Cegarra-Navarro, P. Soto-Acosta, and E. MartinezCaro, "Linking counter-knowledge to goal orientation through an unlearning context: A study from a spanish university," Learning and Individual Differences, vol. 45, pp. 260-267, 2016. https://doi.org/10.1016/j.lindif.2015.11.005
  40. K. Windeknecht and P. K. Hyland, "When lifelong learning isn't enough: The importance of individual and organizational unlearning," In D. Orr., P. Danaher., F. Nouwens., and C. Macpherson (Eds.), Proceedings of the 3rd International Lifelong Learning Conference, pp. 389-395. Central Queensland University Press, 2004.
  41. J. J. Lee, S. H. Park, and J. H. Song, "A meta-analysis on learning agility: Based on domestic research for the past 10 years (2011-2020)," Journal of Corporate Education and Talent Research, vol. 23, no. 1, pp. 27-63, 2021. https://doi.org/10.46260/KSLP.23.1.2
  42. N. Saputra, S. B. Abdinagoro, and E. A. Kuncoro, "The mediating role of learning agility on the relationship between work engagement and learning culture," Pertanika Journal of Social Sciences and Humanities, vol. 26, pp. 117-130, 2018.
  43. K. P. De Meuse, "A meta-analysis of the relationship between learning agility and leader success," Journal of Organizational Psychology, vol. 19, no. 1, pp. 25-34, 2019.
  44. S. Ghosh, A. Muduli, and S. Pingle, "Role of e-learning technology and culture on learning agility: An empirical evidence," Human Systems Management, vol. 40, no. 2, pp. 235-248, 2021. https://doi.org/10.3233/HSM-201028
  45. C. Park and J. G. Lee, "The structural relationships between job resources, psychological capital, learning agility, employee engagement, and job performance of office worker," Journal of Competency Development & Learning, vol. 17, no. 1, pp. 111-141, 2022.
  46. S. W. Choi and J. K. Kim, "The effect of learning-goal orientation on innovative behavior: Mediating effect of learning agility," Journal of Learner-Centered Curriculum and Instruction, vol. 21, no. 13, pp. 349-363, 2021.
  47. H. S. Lee, "The influence of university students' learning agility on the career preparation behavior: Mediating effect of academic challenge," Journal of the Korea Convergence Society, vol. 10, no. 1, pp. 197-204, 2019. https://doi.org/10.15207/JKCS.2019.10.1.197
  48. E. M. Sung and S. H. Lee, "An analysis of the structural relationship on learner's learning agility, self-directed learning, and smart media literacy on academic achievement in higher education," Studies on Korean Youth, vol. 31, no. 4, pp. 167-189, 2020. https://doi.org/10.14816/sky.2020.31.4.167
  49. Y. M. Cha and W. Y. Eom, "Effects of self-regulated learning abilities of junior college students on learning flow" Korean Journal of the Learning Sciences, vol. 9, no. 1. pp. 83-105, 2015.
  50. H. J. Jo. Wee, W. C. Kim, and Y. E. Wee, "A research on the validation of the learning agility scale," The Korean Journal of Human Resource Development Quarterly, vol. 23, no. 3, pp. 99-125, 2021. https://doi.org/10.18211/KJHRDQ.2021.23.3.004
  51. J. G. C. Navarro and B. R. Moya, "Business performance management and unlearning process," Knowledge and Process Management, vol. 12, no. 3, pp. 161-170, 2005. https://doi.org/10.1002/kpm.233
  52. A. J. Martin and S. A. Jackson, "Brief approaches to assessing task absorption and enhanced subjective experience: Examining 'short' and 'core' flow in diverse performance domains," Motivation and Emotion, vol. 32, no. 3, pp. 141-157, 2008. https://doi.org/10.1007/s11031-008-9094-0
  53. B. R. Bae, Structural Equation Modeling with Amos 21: Principles and Practice, Seoul, 2014.
  54. A. F. Hayes, Introduction to Mediation, Moderation, and Conditional Process Analysis (H. K. Lee, Trans.). paju (Original work published 2013), 2013.
  55. P. W. Lei and Q. Wu, "Introduction to structural equation modeling: Issues and practical considerations," Educational Measurement: Issues and Practice, vol. 26, no. 3, pp. 33-43, 2007. https://doi.org/10.1111/j.1745-3992.2007.00099.x
  56. J. H. Lee and S. Y. Kim, "Item parceling: Understanding and applying the principles," Korean Journal of Psychology, vol. 35, no. 2, pp. 327-353, 2016.
  57. T. D. Little, M. Rhemtulla, K. Gibson, and A. M. Schoemann, "Why the items versus parcels controversy needn't be one," Psychological Methods, vol. 18, no. 3, pp. 285-300, 2013. https://doi.org/10.1037/a0033266
  58. P. Bentler, "Kurtosis, residuals, fit indices," March. 10, 1988 [Online]. Available: http://bama.ua.edu/cgi-bin/wa?A2=ind9803&L=semnet&T=0&O=D&P=20612/.
  59. S. J. Finney and C. DiStefano, "Non-normal and categorical data in structural equation modeling," in Structural Equation Modeling: A Second Course, 2nd ed. Greenwich, CT: Information Age, pp. 439-492, 2013.
  60. T. C. Urdan, Statistics in Plain English, 3rd ed. New York, NY: Routledge, 2011.