Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support

In recent years, deep learning as the requirement of higher education for students has attracted the attention of many scholars, and previous studies focused on defining deep learning as the deep processing of knowledge of the brain, however, in the process of knowledge processing, the brain not onl...

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Main Authors: Enyun Liu, Jingxian Zhao, Noorzareith Sofeia
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.793548/full
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author Enyun Liu
Jingxian Zhao
Noorzareith Sofeia
author_facet Enyun Liu
Jingxian Zhao
Noorzareith Sofeia
author_sort Enyun Liu
collection DOAJ
description In recent years, deep learning as the requirement of higher education for students has attracted the attention of many scholars, and previous studies focused on defining deep learning as the deep processing of knowledge of the brain, however, in the process of knowledge processing, the brain not only involves the deep processing of information but also participates in learning consciously and emotionally. Therefore, this research proposed a four-factor model hypothesis for deep learning that includes deep learning investment, deep cognitive-emotional experience, deep information processing, and deep learning meta-cognitive. In addition, the research proposed teachers’ emotional support perceived by students has an effect on the four factors of deep learning. Through SPSS 26 and AMOS 24, this research has verified the four-factor model of deep learning applying exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) and verified that the perceived teacher emotional support has an impact on the four factors of students’ deep learning using the SEM.
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spelling doaj.art-7a3a267749c748749f005ed8378a08422022-12-21T19:49:32ZengFrontiers Media S.A.Frontiers in Psychology1664-10782022-01-011210.3389/fpsyg.2021.793548793548Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional SupportEnyun Liu0Jingxian Zhao1Noorzareith Sofeia2Shandong Women’s University, Jinan, ChinaFaculty of Education, Languages and Psychology, SEGi University, Kota Damansara, MalaysiaCenter for Teaching and Learning, SEGi University, Kota Damansara, MalaysiaIn recent years, deep learning as the requirement of higher education for students has attracted the attention of many scholars, and previous studies focused on defining deep learning as the deep processing of knowledge of the brain, however, in the process of knowledge processing, the brain not only involves the deep processing of information but also participates in learning consciously and emotionally. Therefore, this research proposed a four-factor model hypothesis for deep learning that includes deep learning investment, deep cognitive-emotional experience, deep information processing, and deep learning meta-cognitive. In addition, the research proposed teachers’ emotional support perceived by students has an effect on the four factors of deep learning. Through SPSS 26 and AMOS 24, this research has verified the four-factor model of deep learning applying exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) and verified that the perceived teacher emotional support has an impact on the four factors of students’ deep learning using the SEM.https://www.frontiersin.org/articles/10.3389/fpsyg.2021.793548/fulldeep learningdeep learning investmentdeep cognitive-emotional experiencedeep information processingdeep learning meta-cognitiveperceived teacher emotional support
spellingShingle Enyun Liu
Jingxian Zhao
Noorzareith Sofeia
Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support
Frontiers in Psychology
deep learning
deep learning investment
deep cognitive-emotional experience
deep information processing
deep learning meta-cognitive
perceived teacher emotional support
title Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support
title_full Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support
title_fullStr Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support
title_full_unstemmed Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support
title_short Students’ Entire Deep Learning Personality Model and Perceived Teachers’ Emotional Support
title_sort students entire deep learning personality model and perceived teachers emotional support
topic deep learning
deep learning investment
deep cognitive-emotional experience
deep information processing
deep learning meta-cognitive
perceived teacher emotional support
url https://www.frontiersin.org/articles/10.3389/fpsyg.2021.793548/full
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AT jingxianzhao studentsentiredeeplearningpersonalitymodelandperceivedteachersemotionalsupport
AT noorzareithsofeia studentsentiredeeplearningpersonalitymodelandperceivedteachersemotionalsupport