The Relationship Between College Students' Creativity and Academic Achievement Under the Background of Sustainable Development——Using Deep Learning as a Mediating Variable
Keywords:
sustainable development, academic achievement, creativity, deep learning, applied undergraduate universitiesAbstract
College students in applied undergraduate colleges pay more attention to the learning of practical skills. In order to reflect the effect of students' skill learning, academic performance is the best indicator. The academic achievement of college students not only has a significant impact on their personal development, but also has a great relationship with the education of colleges and universities and the harmony and stability of society. Based on the purpose of education deepening and the sustainable development of talent training, this paper takes college students from applied undergraduate colleges as the research object, and uses data mining technology to mine the factors that affect college students' academic achievement (AA). The research shows that the factors that affect the academic achievement of college students include gender, origin, in-depth learning method, creativity, etc., and then through the significance analysis to obtain the degree of influence of these factors on the academic achievement of college students, and the obvious interaction between them.
References
Al-Madani, F.M. (2020). The Impact of Quality Content Educational Resources on Students' Academic Achievement: Survey Research (on the Example of Northern Border University, Arar). The Education and science journal, 22(5), 132-149. https://doi.org/10.17853/1994-5639-2020-5-132-149
Aguilar, S.J. (2018). Examining the Relationship Between Comparative and Self-Focused Academic Data Visualizations in At-Risk College Students' Academic Motivation. Journal of Research on Technology in Education, 50(1), 84-103. https://doi.org/10.1080/15391523.2017.1401498
Bultseva, M.A. & Lebedeva, N.M. (2021). The role of intercultural competence, in the relationship between intercultural experiences and creativity among students. International Journal of Intercultural Relations, 82(1), 256-264. https://doi.org/10.1016/j.ijintrel.2021.04.010
Chen, Y. & Mallak, S.K. (2021). Research on the influence of teaching existence on College Students' academic achievement under technical support.Educational research, 4(7), 18-19. https://doi.org/10.12238/er.v4i7.4034
Cho, J., Bak, Y. & Gim, U.S. (2020). Analysis of the Factors Affecting College Students' Academic Achievement and Leadership. The Korean Journal of Community Living Science, 31(4), 699-716. https://doi.org/10.7856/kjcls.2020.31.4.699
Djudin, T. (2018). The Effect of Teaching Method and Lecture Program on Students' Satisfaction Rates and Academic Achievement. Journal of College Teaching and Learning, 3(1), 121-128. https://doi.org/10.26737/jetl.v3i1.322
Galán-Casado, D., Moraleda, A., Martínez-Martí, M.L. & Pérez-Nieto, M.A. (2020). Sustainable Environments in Education: Results on the Effects of the New Environments in Learning Processes of University Students. Sustainability, 12(2668), 1-12. https://doi.org/10.3390/su12072668
Gebauer, M.M., Mcelvany, N., Bos, W., Köller, O. & Schöber, C. (2019). Determinants of academic self-efficacy in different socialization contexts: investigating the relationship between students' academic self-efficacy and its sources in different contexts. Social Psychology of Education, 23(2), 339-358. https://doi.org/10.1007/s11218-019-09535-0
Gipson, J. & Mitchell, D. (2017). How High-Impact Practices Influence Academic Achievement for African American College Students. Journal Committed to Social Change on Race and Ethnicity, 3(2), 123-144. https://doi.org/10.15763/issn.2642-2387.2017.3.2.123-144
Haji, A.N.Y., Zareh, N.M. & Dadashi, M. (2019). The Relationship between Creativity and Social Intelligence in Students at Allameh Tabatabai and Shahid Beheshti Universities. Military Caring Sciences, 6(1), 61-68. https://doi.org/10.29252/mcs.6.1.61
Ijrish, H.H.A. & Al-Rubaie, M.S. (2018). Effects of brain-based learning method on academic achievement of undergraduate students at the college of basic education. Indian Journal of Public Health Research and Development, 9(8), 1371-1376. https://doi.org/10.5958/0976-5506.2018.00922.1
Kalantari, M.R. & Toosi, Z.A. (2018). The Relationship between Students' Personality Type and Their Creativity. Journal of Health and Care, 20(2), 148-155. https://doi.org/10.29252/jhc.20.2.148
Lim, H.J. (2019). Roles of Grit, Cognitive Strategy, and Perceived Task Instrumentality in College Students' Academic Achievement. Journal of Educational Studies, 50(3), 33-54. https://doi.org/10.15854/jes.2019.9.50.3.33
Liu J. (2019) Research on the factors affecting the cultivation of creativity of college students majoring in art and design. Sino foreign exchange, 026(023), 20-21.
Liu L.M. & Yang N. (2018). Cultivation of College Students' deep learning ability from the perspective of learning science. Journal of North China Institute of water resources and hydropower: Social Science Edition, 034(004), 106-109. https://doi.org/10.13790/j.cnki.issn1008-4444.2018.04.026
Motahari, M., Rahimibashar, M. & Ghasemnegad, S.M. (2020). The Relationship between Clinical Self-Efficacy and Academic Achievement Motivation in Nursing Students. Research in Medical Education, 12(2), 10-20. https://doi.org/10.29252/rme.12.2.10
Nakano, T.C., Ribeiro, W.J. & Virgolim, A.M.R. (2021). Relationship between creativity and intelligence in regular students and giftedness students. Psico-USF, 26(1), 103-116. https://doi.org/10.1590/1413-82712021260109
Prifti, L. & Rapti, E. (2018). The Relationship between Attachment, Stress and Academic Success in Albanian Students. Journal of Educational and Social Research, 8(2), 53-60. https://doi.org/10.2478/jesr-2018-0016
Salari, A., Emami-Sigaroudi, A.H., Zaersabet, F., Shakiba, M., Khojasteh, M. & Sharifi, M. ( 2018). Study of the relationship between academic achievement and interested in academic field in Nursing students. Research in Medical Education, 10(2), 68-75. https://doi.org/10.29252/rme.10.2.68
Shen Z., Ma L. & Guan W. (2019) A review of domestic research on deep learning based on content analysis. China medical educational technology, 033(001), 37-41. https://doi.org/10.13566/j.cnki.cmet.cn61-1317/g4.201901009
Sorour, M.S., Khairy, H.A. & Elkholy, S.M. (2021). Relationship between Servant Leadership and its' Role on Staff Nurses' Creativity and Sustainable Development Behavior. Assiut Scientific Nursing Journal, 9(24), 87-101. https://doi.org/asnj.journals.ekb.eg
Sun D.M., Zhao C.H., Fang Y., Du Y.X., Liu Y.Y. & Wang W.F. (2018). The influence of curriculum and teaching on educational harvest under the background of "top-notch program" -- a test of intermediary effect based on deep learning. Journal of Lanzhou University (Social Science Edition), 046(005),179-187. https://doi.org/10.13885/j.issn.1000-2804.2018.05.024
Suprapto, P.K., Ahmad, M.Z., Chaidir, D.M., Ardiansyah, R. & Diella, D. (2018). Spatial Intelligence and Students' Achievement to Support Creativity on Visuospatial-Based Learning. Jurnal Pendidikan IPA Indonesia, 7(2), 224-231. https://doi.org/10.15294/jpii.v7i2.14322
Tekin, G. & Mustu, Ö.E. (2021). The Effect of Research-Inquiry Based Activities on the Academic Achievement, Attitudes, and Scientific Process Skills of Students in the Seventh Year Science Course. The European Educational Researcher, 4(1), 108-131. https://doi.org/10.31757/euer.416
Wang J., Yang L. & Zhang Q.R. (2018) Analysis on the current situation of College Students' learning motivation and Research on its training approaches. Science and technology entrepreneurship monthly, 031(010), 99-101.
Wilcox, G. & Nordstokke, D. (2019). Predictors of University Student Satisfaction with Life, Academic Self-Efficacy, and Achievement in the First Year. Canadian Journal of Higher Education, 49(1), 104-124. https://doi.org/10.7202/1060826ar
Zhang Y.F. (2019) Student oriented, leading students to carry out "deep learning" thinking. Mathematics world: guidance edition for grade three and grade four of primary school, (09), 83.
Zheng Y.S. (2018) An effective way to cultivate college students' Creativity -- An Empirical Study Based on students' social practice activities in 20 colleges and universities in Guangdong Province. Journal of Hubei correspondence university, 031(016),1-3,7. https://doi.org/10.3969/j.issn.1671-5918.2018.16.001
Zhou X.L. & Ma W. (2019) The influence of College English assessment orientation on academic achievement -- A Study on the mediating effect based on achievement goal orientation. Foreign language teaching theory and practice, 000(002), 53-60.
Zhou Z. (2018). The relationship between physical exercise and college students' academic achievement: the mediating effect of self-esteem. Zhejiang sports science, 040(003), 84-89+101. https://doi.org/CNKI:SUN:ZJTK.0.2018-03-019
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 ASEAN Journal of Research
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
The Copyright belongs to the ASEAN Journal of Research