• 제목/요약/키워드: correlation learning

검색결과 1,467건 처리시간 0.025초

대학생의 수면의 질이 비대면 온라인 학습 만족도에 미치는 영향 (The effect of sleep quality on non-face-to-face online learning satisfaction in college students)

  • 고은정
    • 한국임상보건과학회지
    • /
    • 제11권1호
    • /
    • pp.1607-1615
    • /
    • 2023
  • purpose: In addition to evaluating the quality of sleep of college students, the effect on non-face-to-face online learning satisfaction is identified and used as basic data for improving the quality of remote lectures. Methods: From June 1 to June 24, 2022, a self-entry survey was conducted on students enrolled in the dental hygiene department of D University in Daegu. To evaluate the non-face-to-face online learning satisfaction and sleep quality of the study subjects using the lBM SPSS Statistics 21 program, ANOVA analysis was conducted on the difference between individual stress levels and non-face-to-face online learning satisfaction. The correlation between sleep quality, stress, and non-face-to-face online learning satisfaction was analyzed using Pearson's correlation coefficient. Results: The lower the quality of sleep, the higher the stress, resulting in statistically significant results (p<0.001). The higher the quality of sleep, the higher the learning satisfaction, resulting in statistically significant results (p<0.001). There was a statistically significant positive correlation between learning satisfaction and stress (r=0.591, p<0.01). Conciussions: Through the above results, in order to improve the satisfaction of non-face-to-face online learning, it is necessary to manage the individual's learning environment and health to relieve stress. Instructors also need to communicate with learners and apply teaching methods considering learners' academic abilities.

일반화된 캐스케이드 코릴레이션 알고리즘과 일반화된 순환 캐스케이드 코릴레이션 알고리즘의 결합을 통한 학습 능력 향상 (Improvement of Learning Capability with Combination of the Generalized Cascade Correlation and Generalized Recurrent Cascade Correlation Algorithms)

  • 이상화;송해상
    • 한국콘텐츠학회논문지
    • /
    • 제9권2호
    • /
    • pp.97-105
    • /
    • 2009
  • 본 논문에서는 일반화된 캐스케이드 코릴레이션 학습 알고리즘과 일반화된 순환 캐스케이드 코릴레이션 학습 알고리즘의 결합을 통한 새로운 알고리즘을 소개한다. 이 새로운 알고리즘은 패턴분류문제(pattern classification problem)의 신속한 해결을 위하여 비순환 뉴런이 유리한지 순환 뉴런이 유리한지 또는 수직성장이 유리한지 수평성장이 유리한지 고민할 필요 없이 후보뉴런의 학습 중에 네트워크의 구성을 스스로 결정한다. 이 알고리즘의 성능평가를 위하여 학습 알고리즘에서 중요한 기준 문제(benchmark problem) 중의 하나인 콘택트렌즈 문제(Contact lens problem)와 밸런스 스케일 문제 (Balance scale problem)에 대하여 실험하였고 기존의 캐스케이드 코릴레이션 알고리즘 및 순환 캐스케이드 코릴레이션 알고리즘과 성능을 비교 하였다. 이 실험에서 활성화 함수는 일반적으로 많이 사용하는 시그모이드 함수(sigmoidal function) 와 하이퍼볼릭탄젠트 함수(hyperbolic tangent function)를 사용하였다. 이 새로운 알고리즘은 학습을 통하여 기존의 알고리즘보다 적은 수의 은닉뉴런을 생성하여 보다 빠른 학습 속도를 보여주었다.

팀 기반 학습이 간호학생의 학습태도, 학습동기, 문제해결능력, 수업참여도에 미치는 효과 (Effects of Team-based Learning on Learning Attitude, Learning Motivation, Problem Solving Ability, Participation in Lessons of Nursing Students)

  • 김순옥
    • 디지털융복합연구
    • /
    • 제15권4호
    • /
    • pp.351-363
    • /
    • 2017
  • 본 연구는 팀 기반 학습을 기본간호학 수업에 적용한 후 간호학생들의 학습태도 및 학습동기, 문제해결능력, 수업참여도에 미치는 효과를 평가하고자 실시하였다. 연구대상은 G지역 일개대학 간호학과 2학년 중 연구에 참여하기를 희망하는 학생 103명을 대상으로 하였다. 자료수집기간은 2016년 9월1일부터 12월 5일까지였다. 자료는 SPSS 21.0 Program을 이용하여 independence t-test와 one-way ANOVA, 실험처치 후 변수에 대한 효과는 paired t-test, 각 변수들 간의 상관관계는 Pearson's correlation coefficient로 분석하였다. 연구결과 팀 기반 학습을 적용한 후 문제해결능력은 상승하였고, 통계학적으로 유의한 차이를 나타냈다. 학습태도, 학습동기는 수업 후 상승하였으나 통계학적으로 유의한 차이는 없었다. 수업참여도는 변화가 없었을 뿐 아니라 통계학적으로도 유의한 차이가 없었다. 또 팀 기반 학습 후 학습태도는 학습동기, 문제해결능력, 수업참여도와 학습동기는 수업참여도, 문제해결능력은 수업참여도와 유의한 정적 상관관계를 보였다. 본 연구결과를 근거로 다양한 간호상황에 따른 문제해결능력을 함양시키기 위해 기본, 성인교과목 뿐만 아니라 다른 전공교과목에도 팀 기반 학습과 같은 자기주도적이고 능동적인 학습법 적용을 활성화할 필요가 있겠다.

블렌디드 이러닝(Blended e-learning)환경에서 간호대학생의 내재동기, 이러닝 학습전략이 학습만족도에 미치는 영향 (The Effects of Intrinsic Motivation, and e-Learning Strategies on Learning Satisfaction of Nursing Students in Blended e-Learning Environment)

  • 한지영
    • 한국간호교육학회지
    • /
    • 제19권1호
    • /
    • pp.16-23
    • /
    • 2013
  • Purpose: The purpose of this study was to examine the effects of intrinsic motivation and e-learning strategies on nursing students' learning satisfaction in blended e-learning environment. Method: The survey was performed with 111 undergraduate nursing students who have taken community health nursing in 1 university. The data was collected by questionnaires and were analyzed with the IBM SPSS statistics 20.0, using descriptive statistics, Pearson's correlation coefficient and multiple regression. Results: The mean score for intrinsic motivation was 3.25, for e-learning strategies, 3.56, and for learning satisfaction, 3.69. Significant positive correlation among intrinsic motivation, e-learning strategies, and learning satisfaction. The regression model explained 41.4% of learning satisfaction. Both intrinsic motivation and e-learning strategies were significant predictor of learning satisfaction. Conclusion: In order to improve the learners' learning achievement and learning satisfaction in blended e-learning environment, intrinsic motivation should be strengthen and e-learning strategies should be developed.

초등과학영재아동과 일반 아동 부모의 학습관여와 지적호기심 및 과학창의성의 관계 연구 (A Study on the Relationship between the Parents' Learning Involvement and Children's Intellectual Curiosity and Scientific Creativity of the Gifted Elementary Students of Science and General Students)

  • 오종석;이형철;유병길
    • 수산해양교육연구
    • /
    • 제26권5호
    • /
    • pp.1119-1128
    • /
    • 2014
  • This study was aimed at analyzing the correlation among each factor after finding out the difference between the gifted elementary students of science and general students with their parents' learning involvement, the children's intellectual curiosity and scientific creativity. The results of the study were as in the followings. Firstly, there was a significant difference in the intellectual curiosity between the gifted students and general students. Secondly, there was a significant difference in the parents' learning involvement perceived by the gifted students and general students. Thirdly, there was a significant difference in scientific curiosity of the gifted students and the general students. Forth, as the results of the correlation analysis among the talented child's father's learning involvement, the child's intellectual curiosity and scientific creativity, there was a positive correlation between the father's pursuit for appropriateness and the talented child's special curiosity, and another positive correlation between the father's encouragement for academic improvement and the child's flexibility and originality.

요양보호사 교육 참가자의 학습동기가 학습몰입에 미치는 영향 (Effect of Academic Motivation on the Learning Flow with Training for Caregivers)

  • 노효련
    • 한국콘텐츠학회논문지
    • /
    • 제11권6호
    • /
    • pp.428-437
    • /
    • 2011
  • 본 연구는 요양보호사 교육원에서 교육을 받고 있는 교육생들의 학습동기가 학습몰입에 미치는 영향을 알아보고자 하였다. 조사 대상자는 B시의 요양보호사 교육원의 교육생 230명이었다. 연구도구는 학습동기 척도와 몰입 상태 척도를 사용하였다. 학습동기가 학습몰입에 미치는 영향을 알아 본 결과 내재적, 외재적 학습동기가 학습몰입과 상관관계를 가지고 있었다. 또한, 학습과제에 대한 몰입은 학습동기가 증가될수록 높아지는 성향을 나타내었다. 그러나 외재적 학습동기보다 내재적 학습동기가 학습몰입과 더 높은 상관관계를 가지고 있는 것으로 나타났다. 따라서, 요양보호사 교육생들의 몰입정도는 내재적 동기에 가장 많은 영향을 받고, 외재적 동기에도 영향을 일부 받는 것으로 나타났다. 성공적인 요양보호사 인력 양성을 위하여 요양보호사 교육에 대한 다각적인 측면의 연구가 필요한 것으로 보인다.

The influence of internet-use Anatomy class on critical thinking disposition - Flipped learning method applying-

  • Kim, Jung-ae;Kim, Su-min;Yang, Dong-hwi
    • International Journal of Internet, Broadcasting and Communication
    • /
    • 제10권2호
    • /
    • pp.60-67
    • /
    • 2018
  • The purpose of this study was to examine the effects of internet-use Anatomy class, as one of the Flipped learning method, on critical thinking disposition. The class for this study was conducted from March 1 to April 10, 2018. The study involved a total of 180 people in the first year of a University located in C province. Data collection was carried out before and after the Flipped learning method application. Frequency analysis, Paired t-test, Pearson correlation, and Regression analysis were used for the analysis. According to the analysis, 28.3% of men and 71.1% of women and before applying the program analysis of correlation between Flipped learning perception and critical thinking disposition showed a significant correlation between confidence(sub-component of critical thinking) only (p<.005). Comparing the scores of critical thinking before and after the program, it was found that Truth seeking (p<.001), Open-mindness (p<.005), Confidence (p<.001), Systematicity (p<.005), Analyticity (p<.001), and Inquisitiveness (p<.001) scores had increased significantly except Maturity (p>.005). And the regression analysis of Flipped learning method applying influence on critical thinking disposition were significantly affected (p<.001). Based on the results of this study, it was possible to determine that Flipped learning method had a positive effect on critical thinking disposition.

Differences in the relationship, learning perception and satisfaction of nursing students before and after clinical practice

  • Lee, Mi-Ok
    • 한국컴퓨터정보학회논문지
    • /
    • 제24권4호
    • /
    • pp.145-151
    • /
    • 2019
  • The purpose of this study was to find out whether there was a meaningful change in the learning perception and interpersonal relations of nursing students after completing clinical practice. Participants were 32 nursing students in the third grade. The research data were collected by questionnaire consisting of interpersonal relations and learning perception. The analysis of data was analyzed by SPSS 21 Version. General characteristics were analyzed by descriptive statistics, correlation between variables was analyzed by Pearson's relation, and differences of variables before and after clinical practice were analyzed by paired t-test. The results of the study are as follows. In clinical practice, interpersonal abilities showed a significant correlation with learning outcomes (R =.351, p =.049). The interpersonal abilities of nursing students improved significantly(t =2.264, p =.13) after completion of clinical practice. Nursing college students recognized that their interpersonal abilities had improved after completion of clinical practice, and the improvement of interpersonal abilities was statistically supported. Considering that the interpersonal relationship was an important factor in the clinical practice related stress of the nursing college students, it was meaningful that the interpersonal ability improved after the clinical practice. The positive correlation between interpersonal abilities and learning perceptions in clinical practice of nursing college students suggests future directions for future research. The results of this study will provide basic data on education that will enhance the satisfaction of students' clinical practice and improve their learning outcomes.

EEG Asymmetry Changes by the Left and the Right SMR Brainwave of the Computer Learning Versus the Paper and Pencil Learning

  • Kwon, Hyung-Kyu;Cho, Jang-Sik
    • Journal of the Korean Data and Information Science Society
    • /
    • 제18권4호
    • /
    • pp.1073-1079
    • /
    • 2007
  • The purpose of this study is to present the relationship between the computer learning and the paper and pencil learning through the math learning (simple computation and complex computation) and the cartoon learning and text learning. The canonical correlation and pairwise t-test of the SMR asymmetry brainwaves of the left and the right brain show the brainwaves with the respect to the manner in which they process information during the specified task by identifying the relative activity of the brainwaves of the left and the right brain. SMR brainwave which known as the scientific measure tool for the activity and the function of the neuronal cell were found to predict the level of the awakening to check the readiness of study preparation. Computer education as a medium of the individualized and the repetitive education shows the difference from the paper and the pencil test in the respect of the differences and the relationship of the SMR brainwave of the learning process.

  • PDF

e-learning의 학습효과에 영향을 미치는 주요요인에 관한 연구 (A Study on Factors Associated with Effect of e-Learning)

  • 류근호;김병철
    • 한국콘텐츠학회논문지
    • /
    • 제5권2호
    • /
    • pp.53-60
    • /
    • 2005
  • e-teaming은 시간적, 공간적 제약으로부터의 자유스러움으로 인해 전통적 교육의 보조 도구로써, 또는 전통적 교육을 대신해서 이미 많은 부분에서 e-learning이 이루어지고 있다. 본 논문은 e-learning의 중요성과 그것이 차지하는 비중이 상당히 커져 있는 시점에서 e-learning 교육 경험자들이 인터넷 기반 e-learning의 학습효과를 전통적 교육에 비해 어느 정도로 인식하고 있는지에 대한 조사를 수행하였다. 또한 인터넷 기반 e-learning의 학습효과에 대한 요인변수를 도출하고, 인터넷 기반e-loaming의 학습효과로 인식하는 정도가 어떠한 요인에 의해 얼마만큼의 영향을 받고 있는지를 파악하여 제시하였다.

  • PDF