• Title/Summary/Keyword: correlation learning

Search Result 1,467, Processing Time 0.027 seconds

Influence of Self-directed Learning Ability and Creativity on College Adjustment in Nursing Students (간호학생의 자기주도적 학습능력과 창의성이 대학생활적응에 미치는 영향)

  • Park, Hyeon-Sook;Jeong, Kyung-Soon
    • The Journal of Korean Academic Society of Nursing Education
    • /
    • v.19 no.4
    • /
    • pp.549-557
    • /
    • 2013
  • Purpose: The purpose of this study was to investigate the effects of self-directed learning ability and creativity on college adjustment in nursing students. Method: Data were collected by questionnaires from 148 nursing students in October, 2010. Collected data were analyzed using descriptive statistics, independent t-test, one-way ANOVA, Pearson's correlation coefficient and stepwise multiple regression. Results: A positive correlation was found for college adjustment with self-directed learning ability and creativity. Self-directed learning ability and major satisfaction were significant predictors of college adjustment. The model explained 44.1% of the valuables. Conclusion: The results of this study suggest that self-directed learning be considered when developing strategies to increase college adjustment in nursing students.

A Study of the Relationship between Decision Making Abilities in Young Children and Self-directed Learning Abilities (유아 의사결정력과 자기주도 학습능력 간의 관계 연구)

  • Park, Ji-Young
    • Korean Journal of Child Studies
    • /
    • v.33 no.6
    • /
    • pp.71-84
    • /
    • 2012
  • The purpose of this study is to analyze the relationship between decision making abilities young children and their self-directed learning abilities. A survey was carried out using 160 young children in the J region. The collected data were analyzed by Pearson correlation and multiple regression techniques using the SPSS statistics program. The conclusions are as follows : First, decision making abilities in young children exhibited a positive correlation with their self-directed learning abilities. Second, decision making abilities in young children were an influential variable in terms of their self-directed learning abilities. As a result, decision making abilities in young children were an important variable in predicting their self-directed learning abilities.

Effect of Input Data Video Interval and Input Data Image Similarity on Learning Accuracy in 3D-CNN

  • Kim, Heeil;Chung, Yeongjee
    • International Journal of Internet, Broadcasting and Communication
    • /
    • v.13 no.2
    • /
    • pp.208-217
    • /
    • 2021
  • 3D-CNN is one of the deep learning techniques for learning time series data. However, these three-dimensional learning can generate many parameters, requiring high performance or having a significant impact on learning speed. We will use these 3D-CNNs to learn hand gesture and find the parameters that showed the highest accuracy, and then analyze how the accuracy of 3D-CNN varies through input data changes without any structural changes in 3D-CNN. First, choose the interval of the input data. This adjusts the ratio of the stop interval to the gesture interval. Secondly, the corresponding interframe mean value is obtained by measuring and normalizing the similarity of images through interclass 2D cross correlation analysis. This experiment demonstrates that changes in input data affect learning accuracy without structural changes in 3D-CNN. In this paper, we proposed two methods for changing input data. Experimental results show that input data can affect the accuracy of the model.

An Analysis on the Relation of Elementary Students' VARK Styles and Scientific Communication Skills (초등학생의 VARK 학습양식과 과학적 의사소통 능력의 관계)

  • Ha, Ji-Hoon;Shin, Youngjoon
    • Journal of Korean Elementary Science Education
    • /
    • v.33 no.4
    • /
    • pp.724-735
    • /
    • 2014
  • The purpose of this study was to confirm correlation between elementary school students' VARK Learning styles test and Scientific Communication Skills through VARK questionnaire (version 7.3) for Youngers and Scientific Communication Skills Test. The subjects were 99 in 6th grade students of an elementary school located in Gyeonggi-do, Korea. The results of this study were as follows: 64% of the students had multiple learning styles, but only 36% of the students preferred a single mode of information presentation. Among students had a single mode preference, the aural ("A") was the highest unimodal preference. Among "V(visual)" mode, "A" mode, "R(read/write)" mode, and "K(kinesthetic)" mode, "A" mode was the commonest learning mode which students had. In Scientific Communication Skills Test, students' overall average was 26.19p [scientific explanation type (11.85p), scientific insistence type (14.34p)]. Girls' scores were higher than boys in scientific explanation type, but not in scientific insistence type. The scores by communication forms were Text (5.67p), Number (6.87p), Table (6.15p), and Picture (7.49p). Girls' scores were higher than boys in Text and Picture forms but not in Number and Table forms. In result of correlation analysis (Spearman's rho) between VARK Learning Styles and the types & forms of Scientific Communication Skills, there were common correlation in "Read/write (R) learning style-Scientific insistence type", "Read/write (R) learning style-Grounds of Scientific insistence", "Read/write (R) learning style-Description of Scientific explanation", and "R learning style-Text form".

Factors related to the undergraduate nursing students' metacognition (간호대학생의 메타인지 영향요인분석)

  • Suh, Yu-Jin;Bae, Ju-Yoen;Lee, Ju Hee
    • Journal of the Korea Convergence Society
    • /
    • v.10 no.11
    • /
    • pp.523-532
    • /
    • 2019
  • Metacognition is a core element for nurses' clinical competency as a result of the learner's development and evaluate goals and plans for problem solving. The study aimed to analyze factors related to metacognition among undergraduate nursing students. The 205 nursing students participated from August 15 to October 19, 2017 to measure metacognition, self-directed learning, grit, learning environment and learning style. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and multiple regression with the SPSS/Win 22.0 program. Metacognition represented a positive correlation with self-directed learning, grit, learning environment. The self-directed learning and grit were significant factors on undergraduate nursing students' metacognition. As a result of this study, it is necessary to develop curriculum that can improve metacognition level by increasing self-directed learning ability and grit of undergraduate nursing student.

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
    • /
    • v.20 no.2
    • /
    • pp.154-159
    • /
    • 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.

Learner's perception and Learning Satisfaction on e-learning in the University Blended Learning Environment (블렌디드 러닝(Blended Learning) 환경에서 e-learning에 대한 학습자의 지각정도와 학습만족도 -S 대학 보건교육학 강좌를 중심으로-)

  • Han, Ji-Young;Lee, Eun-Hwa
    • The Journal of Korean Association of Computer Education
    • /
    • v.13 no.6
    • /
    • pp.69-77
    • /
    • 2010
  • This purpose of this study is to investigate the learner's perception and learning satisfaction on e-learning in the university blended learning environment. The participants in this study were signed up for Health Education. Collected data were analyzed by using the SPSS program. The results are as follows. The average of learner's perception and learning satisfaction on e-learning was higher than the middle. the most of learners recognized that e-learning is efficient to cultivate computer usage ability. Relation between learner's perception and learning satisfaction on e-learning showed a positive correlation. Learning satisfaction could be influenced by learner's perception on e-learning. Considering all these results, the blended learning which mixs face-to-face learning and e-learning is meaningful.

  • PDF

Academic Achievement, Self-directed Learning, and Critical Thinking Disposition According to Learning Styles of Nursing Students (일 대학 간호대학생의 학습유형에 따른 학업성취도, 자기주도적 학습능력 및 비판적 사고성향)

  • Yang, Sun-Hee;Ha, Eun-Ho;Lee, Og-Cheol;Sim, In-Ok;Park, Young-Mi;Nam, Hyun-A;Kim, Jeong-Sook
    • Journal of Korean Academy of Fundamentals of Nursing
    • /
    • v.19 no.3
    • /
    • pp.334-342
    • /
    • 2012
  • Purpose: This descriptive study was done to identify the academic achievement, self-directed learning (SDL), and critical thinking disposition (CTD) of nursing students according to their learning styles. Method: The participants were 240 nursing students. Data were collected using structured questionnaires which included Kolb's Learning Style Inventory, Academic Achievement in Fundamental Nursing and Health Assessment, Self Directed Learning Readiness Scale, and California Critical Thinking Disposition Inventory. Data were analyzed using ${\chi}^2$ test, ANOVA, Pearson' correlation coefficients, and Spearman rank correlation coefficient. Results: One third of respondents were shown to be Convergers in their learning style (33.3%). The Academic Achievement of students who were Convergers was significantly higher than those who were Divergers or Accommodators (F=5.95, p=.001). The SDL and CTD of students who were Convergers were significantly higher than Divergers and Assimilators (F=9.67, p<.001 and F=8.42, p<.001). No significant correlations were found between Academic Achievement and SDL or CTD, but a statistically significant positive correlation was found between SDL and CTD (r=.68, p<.001). Conclusion: The findings of this study indicate that learning style influences academic achievement, SDL and CTD.

Mobilizing Learning: Using Moodle and Online Tools via Smartphones

  • Al-Kindi, Salim Said;Al-Suqri, Mohammed Nasser
    • International Journal of Knowledge Content Development & Technology
    • /
    • v.7 no.3
    • /
    • pp.67-86
    • /
    • 2017
  • The emergence of smart devices such as smartphones (e.g., iPhone) and tablets (e.g., iPad) may enhance e-learning by increasing communication and collaborative learning outside the classroom. These devices also facilitate the use of online technologies such as Facebook. However, the adaptation of Learning Management System (LMS) services to mobile devices took longer than social networks or online tools such as Facebook and Twitter have already been long used via smartphone. The main purposes of this study are to explore students' skill levels of LMS (Moodle) and their knowledge of online tools or technologies and then examine if there is a correlation between smartphone use and using of online tools and Moodle in learning. The study conducted among 173 students in the Department of Information Studies (DIS) in Oman, using online survey. The study found that most students demonstrated high levels of accessing course/subject materials and regularly engaging with studies of using LMSs. YouTube, Wikipedia and Facebook were clearly recorded as the most popular sites among students while LinkedIn and Academia.edu were two online tools that had never been heard of by over half of the 142 participants. Emailing and searching are recorded the most popular online learning activities among students. The study concluded that students prefer to use smartphone for accessing these tools rather than using it to access LMSs, while a positive correlation was found between the use of these tools and smartphones, but there was no correlation between smartphones and using LMSs.

The Influence of Confidence in Performance and Learning Flow on Satisfaction with Practicum Programs in Face-to-Face and Online Classes amid COVID-19 (COVID-19 상황으로 인한 대면과 온라인 수업에서 간호대학생의 수행자신감, 학습몰입도가 실습 만족도에 미치는 영향)

  • Jeong, Jin Hee;Lee, Hye Kyung
    • Journal of the Korean Society of School Health
    • /
    • v.35 no.1
    • /
    • pp.11-21
    • /
    • 2022
  • Purpose: This study investigated the relationship between satisfaction with fundamental nursing skills practicum, confidence in fundamental nursing skills performance and learning flow, and examined factors influencing satisfaction with practicum programs of fundamental nursing skills in face-to-face and online classes for nursing students amid COVID-19. Methods: The subjects of the study were 229 junior nursing students from two colleges of nursing located in D and C city, respectively. The collected data were analyzed with descriptive statistics, independent t-test, ANOVA, Kruskal-Wallis test, Pearson's correlation and hierarchical multiple regression, using SPSS/WINdows 23.0. Results: The subjects' satisfaction with practicum showed a high positive correlation with confidence in performance (r=.55, p<.001) and learning flow (r=.70, p<.001) in face-to-face classes, and their satisfaction with practicum showed a high positive correlation with confidence in performance (r=.56, p<.001) and learning flow (r=.73, p<.001) in online classes. The factors affecting the subjects' satisfaction with practicum were learning flow (β=.51, p<.001) and confidence in performance (β=.30, p<.001) for face-to-face classes, and motivation for application (β=.14, p=.034), learning flow (β=.58 p<.001) and confidence in performance (β=.19, p=.015) for online classes. These factors explained 53% and 60% of the satisfaction with practicum in face-to-face classes (F=23.07, p<.001) and online classes (F=20.66, p<.001), respectively. Conclusion: Learning flow and confidence in performance should be considered when developing learning strategy programs to improve nursing students' satisfaction with fundamental nursing skills practicum in both face-to-face and online classes.