Latent profile analysis of Korean undergraduates’ academic emotions in e-learning environment

This study aimed to classify latent profiles of Korean undergraduates’ academic emotions in an e-learning environment, and to examine the effects of instructional variables on these profiles as well as the differences in their learning outcomes. A survey was conducted among 777 students who particip...

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Vydané v:Educational technology research and development Ročník 68; číslo 3; s. 1521 - 1546
Hlavní autori: Lee, Jong-Yeon, Chei, Min Jung
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York Springer US 01.06.2020
Springer
Springer Nature B.V
Predmet:
Academic Achievement
Analysis
College students
Cultural and Regional Perspectives
Education
Educational Environment
Educational Technology
Electronic Learning
Emotions
Foreign Countries
Learning and Instruction
Learning strategies
Mediation
Online Courses
Online education
Online instruction
Profiles
Psychological Patterns
School environment
Student Attitudes
Surveys
Undergraduate Students
South Korea
Latent profile analysis
Positive emotions
e-Learning
Academic emotions
Negative emotions
Instructional variable
ISSN:1042-1629, 1556-6501
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Abstract This study aimed to classify latent profiles of Korean undergraduates’ academic emotions in an e-learning environment, and to examine the effects of instructional variables on these profiles as well as the differences in their learning outcomes. A survey was conducted among 777 students who participated in online courses offered by a Korean university. Latent profile analysis revealed four types of emotional profiles: a moderate type (MT); a positive type (PT); a negative type (NT); and an ambivalent type (AT). MT comprised 72.5% of the total number of participants and showed medium levels of both positive emotions (PE) and negative emotions (NE). PT comprised 13.1% of the participants and showed high levels of PE and low levels of NE. NT comprised 10.2% of the participants and showed low levels of PE and high levels of NE. AT comprised 4.2% of the participants and both showed high levels of both PE and NE. Further analysis showed that the quality of instructional content, interaction, the system, and evaluation all proved to be predictors of emotional profiles. Moreover, they indicated differences in perceived achievement and in learner satisfaction. Based on these results, this study provides a discussion and suggestions for further studies.
AbstractList This study aimed to classify latent profiles of Korean undergraduates’ academic emotions in an e-learning environment, and to examine the effects of instructional variables on these profiles as well as the differences in their learning outcomes. A survey was conducted among 777 students who participated in online courses offered by a Korean university. Latent profile analysis revealed four types of emotional profiles: a moderate type (MT); a positive type (PT); a negative type (NT); and an ambivalent type (AT). MT comprised 72.5% of the total number of participants and showed medium levels of both positive emotions (PE) and negative emotions (NE). PT comprised 13.1% of the participants and showed high levels of PE and low levels of NE. NT comprised 10.2% of the participants and showed low levels of PE and high levels of NE. AT comprised 4.2% of the participants and both showed high levels of both PE and NE. Further analysis showed that the quality of instructional content, interaction, the system, and evaluation all proved to be predictors of emotional profiles. Moreover, they indicated differences in perceived achievement and in learner satisfaction. Based on these results, this study provides a discussion and suggestions for further studies.
Audience Higher Education
Postsecondary Education
Academic
Author Chei, Min Jung
Lee, Jong-Yeon
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Positive emotions
e-Learning
Academic emotions
Negative emotions
Instructional variable
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Snippet This study aimed to classify latent profiles of Korean undergraduates’ academic emotions in an e-learning environment, and to examine the effects of...
This study aimed to classify latent profiles of Korean undergraduates' academic emotions in an e-learning environment, and to examine the effects of...
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SubjectTerms Academic Achievement
Analysis
College students
Cultural and Regional Perspectives
Education
Educational Environment
Educational Technology
Electronic Learning
Emotions
Foreign Countries
Learning and Instruction
Learning strategies
Mediation
Online Courses
Online education
Online instruction
Profiles
Psychological Patterns
School environment
Student Attitudes
Surveys
Undergraduate Students
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Title Latent profile analysis of Korean undergraduates’ academic emotions in e-learning environment
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