• Title/Summary/Keyword: Self directed learning

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The effects on the personalized learning platform with machine learning recommendation modules: Focused on learning time, self-directed learning ability, attitudes toward mathematics, and mathematics achievement (머신러닝 추천모듈이 적용된 맞춤형 학습 플랫폼 효과성 탐색: 학습시간, 자기주도적 학습능력, 수학에 대한 태도, 수학학업성취도를 중심으로)

  • Park, Mangoo;Lim, Hyunjung;Kim, Jiyoung;Lee, Kyuha;Kim, Mikyung
    • The Mathematical Education
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    • v.59 no.4
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    • pp.373-387
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    • 2020
  • The purpose of this study is to verify the effects of personalized learning platforms applied with machine learning recommendation modules that upgrade recommended algorithms by themselves through learning big data analysis on students' learning time, self-directed learning ability, mathematics achievement, and attitudes toward mathematics, and the correlation between them. According to the study, customized learning affected learning time, self-directed learning ability and mathematics attitude, while learning time affected self-directed learning ability. Self-directed learning ability has had a significant impact on the attitude of mathematics and mathematical achievements. As a result of the mediated effectiveness test, the indirect impact of customized learning on mathematics attitude and mathematics performance was significant through the medium of learning time and self-directed learning ability.

The Effects of Healthcare Major Students' Educational Achievement on Life Competencies (보건의료계열 대학생의 의사소통능력, 문제해결능력, 자기주도학습능력이 학업 및 영어 성취도에 미치는 영향)

  • Lee, Hyun-Joo;Chung, Su-Kyoung;Kim, Myung-Ja
    • Journal of the Korean Society of School Health
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    • v.26 no.2
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    • pp.62-71
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    • 2013
  • Purpose: This study was conducted to examine the level of communication, problem-solving, and self-directed learning competencies, academic and English achievement of healthcare major students in university and to determine the effect of three main competencies on their academic and English achievement. Methods: The participants were college students studying in health care related major at a four-year university in D-city who agreed to participate in this study. Some of their data were intentionally excluded as their answers were incomplete or missing and finally 272 surveys were analyzed. Results: It was found that they have high level of general life competencies of which the subcategories are communication, problem-solving, and self-directed learning competency. GPA and TOEIC score which are the indicators of academic and English achievement were found to be correlated with the level of three competencies. Self-directed learning competency is assumed to be main cause variable of these achievement. Conclusion: As those students who have higher academic and English achievement also show high level of communication, problem-solving and self-directed learning competency. It is argued that a new curriculum that can contribute to improve communication, problem-solving and self-directed learning competency should be developed and implemented.

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The Moderating Effects of Self-directed Learning Ability on the Relationship between Mentoring Function and Career Commitment in Registered Nurses (간호사의 멘토링 기능과 경력 몰입의 관계에 대한 자기주도학습 능력의 조절 효과)

  • Joo, In Seo;Bae, Eul Kyoo;Kim, Dae Young
    • Journal of Korean Public Health Nursing
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    • v.30 no.3
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    • pp.405-419
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    • 2016
  • Purpose: The purpose of this study was to examine the moderating effects of self-directed learning ability on the relationship between mentoring function and career commitment in registered nurses. Methods: A total of 396 registered nurses from 19 hospitals located in Incheon were included in this study. Collected data were analyzed by confirmatory factor analysis, reliability analysis, descriptive statistics analysis, Pearson product moment correlation and hierarchical regression analysis with SPSS and AMOS 18.0 program. Results: The mentoring function and self-directed learning ability showed to have a positive effect on career commitment. Self-directed learning ability showed to have a moderating effect on the relationship between mentoring function and career commitment. Conclusion: To enhance the level of career commitment perceived by registered nurses, hospital organizations need to implement effective mentoring programs and develop self-directed learning ability in nurses.

Study on Relationship between Self-Directed Learning and Career Preparation behavior of College Students: Major Satisfaction, Positive psychological capital, Job-Seeking Stress mediation effect

  • IL Hyun, Yun
    • International Journal of Advanced Culture Technology
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    • v.12 no.2
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    • pp.136-143
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    • 2024
  • The purpose of this study is to analyze the mediating effects of major satisfaction, positive psychological capital, and job-Seeking Stress in the relationship between college students' self-directed learning and career preparation behavior. For this purpose, the study was conducted on 253 college students. The parallel mediation effect was analyzed using SPSS (24.0). Process Macro and Bootstrapping. The following results were confirmed. First, self-directed learning, major satisfaction, positive psychological capital, job-Seeking stress, and career preparation behavior were found to have a mutually significant influence relationship. Second, in the relationship between self-directed learning and career preparation behavior, major satisfaction, positive psychological capital, and job-seeking stress were confirmed to be variables that affect the parallel mediation effect and serial multiple mediation effect.Third, college students' self-directed learning was found to increase career preparation behavior through the mediating roles of major satisfaction, positive psychological capital, and employment stress. Therefore, in order to increase the career outcomes and success rates of college students, their own efforts, professors, and schools must create diverse environments and develop programs for college students' careers. Additionally, follow-up research must continue to supplement this.

The Effects of Self-directed Learning Ability and Motivation on Learning Satisfaction of Nursing Students in Convergence Blended Learning Environment (융복합 블렌디드 러닝 환경에서 간호대학생의 자기주도학습력, 학습동기가 학습만족도에 미치는 영향)

  • Seo, Nam-Sook;Woo, Sang-Jun;Ha, Yun-Ju
    • Journal of Digital Convergence
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    • v.13 no.9
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    • pp.11-19
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    • 2015
  • The purpose of this research was to investigate factors influencing learning outcomes and effects of self-directed learning ability and motivation on learning satisfaction of nursing students in blended learning environment. A survey was used, and the subjects were 140 undergraduate students participated in Adult Nursing lesson at D University. Data collected from 9 to 14 June, 2014. There were no significant differences among general characteristics. Self-directed learning ability and learning satisfaction had significant correlations with each other (r=.25, p=.003). Self-directed learning ability was significantly associated with learning satisfaction, explaining 22.1% of the variance (F=20.74, p<.001). The results suggest that further research is needed to consider self-directed learning ability of students and to test the advantages of blended learning in developing contents in blended learning.

The Effect of Web-based Self-directed Learning and Types of Learning on Academic Achievement and Study Attitudes (웹을 활용한 자기 주도적 학습방법과 학습과제 유형이 학업성취도 및 학습태도에 미치는 영향)

  • Bing, Sung-Jun;Lea, Sung-Keun
    • The Journal of Korean Association of Computer Education
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    • v.5 no.2
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    • pp.91-100
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    • 2002
  • The purpose of this study is to analyze the effect of Web-based self-directed learning and types of learning on the academic achievement and study attitudes of students. The subject of this study consists of 66 students of a high school. The group is divided into two subgroup. the self-directed learning group and teacher-guided learning group. each of which has 33 students. The results show that self-directed learning group improve academic achievement more than teacher-guided learning group. Especially. conceptual knowledge was more improved than principle-related knowledge. Self-directed learning proved to improve the subjects' study attitudes more than teacher-guided learning.

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The Effects of Team-Based Learning on Problem Solving Ability, Critical Thinking Disposition and Self-Directed Learning in Undergraduate Nursing Students (팀기반학습(Team-Based Learning)이 간호학생의 문제해결능력과 비판적사고 및 자기주도학습에 미치는 효과)

  • Choi, Kyung Ock;Park, Young Mi
    • Journal of East-West Nursing Research
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    • v.20 no.2
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    • pp.154-159
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    • 2014
  • Purpose: The purpose of this study was to examine the effects of team-based learning (TBL) program on problem solving ability, critical thinking disposition and self-directed learning in junior nursing students caring for patients with respiratory diseases. Methods: One-group pretest-posttest design was used. TBL program was carried out for 2 hours a week for 6 weeks. Data were collected by questionnaires from 167 nursing students from March 6 to June 5, 2013. Data were analyzed by paired t-test and Pearson correlation coefficient. Results: At the completion of TBL program, significant improvement was found in problem solving ability (t=-6.04, p<.001), critical thinking disposition (t=5.02, p<.001) and self-directed learning (t=5.96, p<.001). There was a significant positive correlation among problem solving ability, critical thinking disposition and self-directed learning. Conclusion: In conclusion, TBL is a useful teaching and learning method on nursing students. We suggest that it is needed to measure the educational effects of TBL against other teaching methods in the future studies.

Relationship of Academic Stress, Sociality and Self-Directed Learning in Nursing Students (일 대학 간호대학생의 학업스트레스, 사회성 및 자기주도적 학습간의 관계)

  • KIM, EUN-HEE
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.5
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    • pp.498-505
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    • 2016
  • The purpose of this study is to investigate the levels of academic stress, sociality, and self-directed learning in nursing students, and to examine the relationship between the variables. Data were collected using a self-administered questionnaire from 208 students in the first and second years of a nursing program. This study was performed from December 5 to December 10, 2015. The data were analyzed with SPSS WIN 18.0 software (SPSS Inc., Chicago, IL, USA). The results were as follows. The mean score of academic stress was $3.20{\pm}0.53$, that of sociality was $2.91{\pm}0.25$, and that of self-directed learning was $3.33{\pm}0.33$. There was a negative correlation between academic stress and self-directed learning (r=-0.16, p=0.024) and a positive correlation between sociality and self-directed learning (r=0.17, p=0.015). Higher academic stress correlated with lower self-directed learning, while higher sociality correlated with higher self-directed learning. The results indicate that the levels of academic stress, sociality, and self-directed learning in nursing students can influence the quality of nursing education. Thus, there is a need to develop programs to reduce academic stress and to help improve sociality and self-directed learning for nursing students.

Analysis on Middle and High School Students' Stages of Concern and Levels of Use on Self-directed Learning in Science Learning (중·고등학생의 과학과 자기주도학습에 대한 관심수준 및 실행수준 분석)

  • Choe, Hyejeong;Jeong, Jin-Su;Kim, Sang-Ho
    • Journal of Science Education
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    • v.39 no.1
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    • pp.28-43
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    • 2015
  • The purpose of this study was to measure middle and high school students' stage of concern(SoC) and their level of use(LoU) on the self-directed learning in science learning based on the CBAM(Concern-Based Adoption Model). Additionally, this research was designed to analyze the difference between the degree of students' SoC and their LoU according to the their background variables. For this, 440 middle and high school students participated in the research. The results of this study were as follow: Firstly, since the students' SoC and LoU about the self-directed learning in science learning are low(Stage0 : awareness and Level II : preparation), we should draw students' immediate concern by developing training programs that would enable them to actually participate in the process of implementing the self-directed learning. Secondly, the students' SoC and LoU on self-directed learning in science learning vary depending on their residence, gender, and grade. This is the reason why we have to develop customized training programs on self-directed learning that suits their background. Thirdly, it shows that students, who have higher concern on self-directed learning in science learning, implement it better than those who are not concerned with it at all. It implies that we need a training program that considers both the students' concern and implementation on self-directed learning in science learning.

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The Study on the Improvement of Self-directed Learning Competency using Blog Systems in Elementary School (초등학생의 자기주도 학습력 향상을 위한 블로그 시스템의 활용)

  • Yun, Kyung-Nam;Han, Seon-Kwan
    • Journal of The Korean Association of Information Education
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    • v.13 no.4
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    • pp.489-496
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    • 2009
  • In this study, we designed and developed new Blog community for the improvement of Self-directed learning competency. We analyzed the effect through series of tests on Self-directed learning competency to obtain the following results. As a result of inspecting the same quality of Self-directed learning competency, this study shows the learning in utilizing weblog suggested that it has more significant difference in improving Self-directed competency than utilizing the normal homepage for learning. Moreover, according to the inspection of low measurement, motivation control and acting control made a significant difference, but the cognitive area has no significance. In conclusion, the proper learning and operation in the class in utilizing Blog community suggested that through the study of Self-directed learning competency is the best because it affects the learner's motivation and behavior.

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