Abstract:The purpose of this research is to test the mediation effect of self-efficacy on college student's perception of teacher autonomy support and students' deep learning, and whether the peer support perceived by students can moderate the relationship between perceived teacher autonomy support and deep learning. A survey of 1,800 college students from a provincial undergraduate normal university in Guizhou Province in China was conducted through the revised Perceived Teacher Autonomy Support Scale, Deep Learning S… Show more
“…students' online SRL), which indicated that the more teacher autonomy support students perceive, the higher the students' self-efficacy will be and thus the higher the level of their online SRL. Teacher autonomy support influences students' self-efficacy, which is consistent with previous related research (Duchatelet & Donche, 2019;Li et al, 2020;Wang et al, 2016;Zhao & Qin, 2021) conducted in a traditional face-to-face environment. Zhao and Qin (2021) revealed that teacher autonomy support has a significant influence on students' self-efficacy.…”
Section: Discussionsupporting
confidence: 90%
“…Teacher autonomy support influences students' self-efficacy, which is consistent with previous related research (Duchatelet & Donche, 2019;Li et al, 2020;Wang et al, 2016;Zhao & Qin, 2021) conducted in a traditional face-to-face environment. Zhao and Qin (2021) revealed that teacher autonomy support has a significant influence on students' self-efficacy. Teacher autonomy support can satisfy students' internal motivation, which can encourage individual initiative (Gagné et al, 2003) and ultimately influence students' self-efficacy.…”
Section: Discussionsupporting
confidence: 90%
“…Recently, the influence of teacher autonomy support on students' self‐efficacy has been empirically examined. The results show that students' perceived teacher autonomy support influences their self‐efficacy (Duchatelet & Donche, 2019; Gutiérrez & Tomás, 2019; Li et al, 2020; Zhao & Qin, 2021). In addition, in an online environment, self‐efficacy is a personal characteristic factor that influences students' online SRL.…”
Section: Research Hypothesis and Theoretical Model Constructionmentioning
confidence: 99%
“…Martin et al ( 2021 ) revealed that self‐efficacy is significantly associated with achievement and significantly mediates the relationship between adaptability and achievement. In addition, research has investigated the mediating role of students' self‐efficacy between teacher autonomy support and students' deep learning (Zhao & Qin, 2021 ), children's academic achievement (Grijalva‐Quiñonez et al, 2020 ), and university students' academic success (Gutiérrez & Tomás, 2019 ). However, as far as we know, no study has investigated the mediating role that students' self‐efficacy plays on the influence of teacher autonomy support on students' online SRL.…”
Background: Self-regulated learning (SRL) ability is the key determinant of the success of full-time online learning. Thus, exploring the influencing factors of SRL and their influencing mechanisms is necessary to improve this ability among K-12 students.Objectives: The purpose of this study was to investigate the influence mechanism of teacher autonomy support on students' online SRL by examining the structural relationship among teacher autonomy support, parental autonomy support, students' self-efficacy, and students' online SRL. Methods: We use structural equation modelling and effect analysis to analyse the collected data from 961 Chinese K-12 students who engaged in full-time online learning in their homes during the coronavirus disease 2019 (COVID-19) outbreak. Results and Conclusions: Parental autonomy support and students' self-efficacy play crucial independent mediating roles in the influence of teacher autonomy support on students' online SRL. Parental autonomy support and students' self-efficacy have a chain mediating effect on the influence of teacher autonomy support on students' online SRL.Implications: On the basis of the results, we suggest that in order to develop students' online SRL ability, it is important for teacher to improve parental autonomy support and students' self-efficacy. In addition, base on the chain mediating effect, to improve students' online SRL, teacher autonomy support needs focus on parental autonomy support, and then parental autonomy support needs focus on improving students' self-efficacy.
“…students' online SRL), which indicated that the more teacher autonomy support students perceive, the higher the students' self-efficacy will be and thus the higher the level of their online SRL. Teacher autonomy support influences students' self-efficacy, which is consistent with previous related research (Duchatelet & Donche, 2019;Li et al, 2020;Wang et al, 2016;Zhao & Qin, 2021) conducted in a traditional face-to-face environment. Zhao and Qin (2021) revealed that teacher autonomy support has a significant influence on students' self-efficacy.…”
Section: Discussionsupporting
confidence: 90%
“…Teacher autonomy support influences students' self-efficacy, which is consistent with previous related research (Duchatelet & Donche, 2019;Li et al, 2020;Wang et al, 2016;Zhao & Qin, 2021) conducted in a traditional face-to-face environment. Zhao and Qin (2021) revealed that teacher autonomy support has a significant influence on students' self-efficacy. Teacher autonomy support can satisfy students' internal motivation, which can encourage individual initiative (Gagné et al, 2003) and ultimately influence students' self-efficacy.…”
Section: Discussionsupporting
confidence: 90%
“…Recently, the influence of teacher autonomy support on students' self‐efficacy has been empirically examined. The results show that students' perceived teacher autonomy support influences their self‐efficacy (Duchatelet & Donche, 2019; Gutiérrez & Tomás, 2019; Li et al, 2020; Zhao & Qin, 2021). In addition, in an online environment, self‐efficacy is a personal characteristic factor that influences students' online SRL.…”
Section: Research Hypothesis and Theoretical Model Constructionmentioning
confidence: 99%
“…Martin et al ( 2021 ) revealed that self‐efficacy is significantly associated with achievement and significantly mediates the relationship between adaptability and achievement. In addition, research has investigated the mediating role of students' self‐efficacy between teacher autonomy support and students' deep learning (Zhao & Qin, 2021 ), children's academic achievement (Grijalva‐Quiñonez et al, 2020 ), and university students' academic success (Gutiérrez & Tomás, 2019 ). However, as far as we know, no study has investigated the mediating role that students' self‐efficacy plays on the influence of teacher autonomy support on students' online SRL.…”
Background: Self-regulated learning (SRL) ability is the key determinant of the success of full-time online learning. Thus, exploring the influencing factors of SRL and their influencing mechanisms is necessary to improve this ability among K-12 students.Objectives: The purpose of this study was to investigate the influence mechanism of teacher autonomy support on students' online SRL by examining the structural relationship among teacher autonomy support, parental autonomy support, students' self-efficacy, and students' online SRL. Methods: We use structural equation modelling and effect analysis to analyse the collected data from 961 Chinese K-12 students who engaged in full-time online learning in their homes during the coronavirus disease 2019 (COVID-19) outbreak. Results and Conclusions: Parental autonomy support and students' self-efficacy play crucial independent mediating roles in the influence of teacher autonomy support on students' online SRL. Parental autonomy support and students' self-efficacy have a chain mediating effect on the influence of teacher autonomy support on students' online SRL.Implications: On the basis of the results, we suggest that in order to develop students' online SRL ability, it is important for teacher to improve parental autonomy support and students' self-efficacy. In addition, base on the chain mediating effect, to improve students' online SRL, teacher autonomy support needs focus on parental autonomy support, and then parental autonomy support needs focus on improving students' self-efficacy.
“…The 2016 Horizon Report (Higher Education Edition) states that Affective Computing (ACE) will be commonly used in the next 4–5 years ( Jain et al, 2016 ; Zhao and Qin, 2021 ). It is evident that facial expressions play a very crucial role in the way learners express their emotions.…”
Emotions can influence and regulate learners’ attention, memory, thinking, and other cognitive activities. The similarities and differences between English and non-English majors in terms of English classroom learning engagement were compared, and the significant factors affecting the emotional, cognitive, and behavioral engagement of the two groups of students in the English classroom were different. English majors’ affective engagement in the classroom was not significant, which was largely related to their time and frequency of English learning. Traditional methods of learner emotion recognition suffer from low recognition rate, complex algorithms, poor robustness, and easy to lose key information about facial expression features. The paper proposes a convolutional neural network-based learner emotion recognition method, which includes three convolutional layers, three pooling layers, and one fully connected layer. In the future, the method will can be applied to the construction of smart learning environments, providing technical support for improving learner models, realizing emotional interactions, and mining learning behaviors, etc.
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