• 제목/요약/키워드: Factors influencing college science learning

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대학 과학 학습에 영향을 주는 요인에 대한 대학생과 고등학교 과학교사의 인식 (Perspectives of College Students and High School Science Teachers on Factors Affecting College Science Learning)

  • 홍미영;강남화;김주아
    • 대한화학회지
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    • 제55권5호
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    • pp.875-881
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    • 2011
  • 이 연구에서는 자연과학을 전공하는 대학생과 고등학교 과학교사를 대상으로 대학에서의 과학 학습에 영향을 주는 요인과 고등학교 과학교육 개선 방향에 대한 인식을 알아보았다. 대학생들은 전공별로 대학에서의 과학 학습에 주는 영향을 주는 요인에 대해 다른 양상을 보이는 것으로 나타났다. 물리학과의 경우에는 수학 능력과 논리적 사고력, 화학과와 생물학과의 경우에는 영어 능력과 기초 과학 지식이 대학에서 공부하는 데 큰 영향을 준다고 인식하는 경향이 있었다. 대학생과 과학 교사 두 집단 모두 기초 과학 지식과 수학 능력이 대학에서의 과학 학습에 크게 영향을 준다고 인식하는 것으로 나타났다. 대학에서의 성공적인 과학 학습을 위한 과학교육 개선 방안으로, 대학생들은 탐구 기회 확대, 과학교사들은 선택과목의 필수 이수 확대라고 각각 응답하여 두 집단 간 다른 양상을 나타내었다.

의과대학생과 간호대학생의 학업성취에 영향을 미치는 비인지적 요인들의 차이: 성취목표지향성과 자기조절학습능력을 중심으로 (Differences in Non-Cognitive Factors Influencing the Academic Achievement of Medical and Nursing Students: Focusing on Achievement Goal Orientation and Self-Regulated Learning)

  • 박은아;천경희
    • 의학교육논단
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    • 제16권1호
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    • pp.32-41
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    • 2014
  • The purpose of this study was to investigate the differences in non-cognitive factors, specifically achievement goal orientation (AGO) and self-regulated learning (SRL), influencing the academic achievement (AC) of medical and nursing students. 186 students, including 110 medical students and 76 nursing students, completed a survey, which addressed the factors of AGO and SRL. There were significant differences in the factors that affected the academic achievement of medical and nursing students. Multiple regression revealed that the AC of medical students was significantly more affected by mastery-approach AGO (p<0.05), seeking information (p<0.001), and rehearsing/memorizing SRL (p<0.01), while the AC of nursing students was affected by performance-approach AGO, self-efficacy (p<0.001), and time-management SRL. Analysis of variance revealed that significant differences in the sub-factors of AGO and SRL between the medical and nursing students. Thus, it was found that the academic achievement of medical and nursing students was influenced by non-cognitive factors, but there were significant differences in the sub-factors by group. It is suggested that comparative studies with other student groups and a longitudinal study of medical and nursing students need to be conducted, and a personalized counseling and learning intervention focusing on non-cognitive factors should be provided to medical and nursing students.

간호대학생에서 e-러닝의 학업성취도 영향요인 -웹기반 건강사정 전자교과서를 중심으로- (Factors Influencing Learning Achievement of Nursing Students in E-learning)

  • 박진희;이은하;배선형
    • 대한간호학회지
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    • 제40권2호
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    • pp.182-190
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    • 2010
  • Purpose: This study was done to identify self-directed learning readiness, achievement goal orientations, learning satisfaction and learning achievement, and to evaluate the factors affecting learning achievement for nursing students using a web-based Health Assessment e-Book. Methods: The research design was a cross-sectional study with a structured questionnaire and data were collected before using the web-based Health Assessment e-Book and 1 week after finishing. The participants were 80 nursing students who were taking the Health Assessment class from March to June 2009. Results: Mean score for subjective learning achievement was 31.26 and for objective learning achievement, 69.25. Subjective and objective learning achievement were positively correlated with self-directed learning readiness, mastery goal, attitude toward distance education, and learning satisfaction. In subjective learning achievement, learning satisfaction and mastery goal were significant predictive factors and explained 64% of the variance. Objective learning achievement was significantly predicted by learning satisfaction and self-directed learning readiness, which explained 24% of the variance. Conclusion: Learning satisfaction, mastery goal and self-directed learning readiness were found to be very important factors associated with learning achievement for nursing students using a web-based Health Assessment e-Book. To provide high quality and effective web-based courses and to improve nursing students' learning achievement and learning satisfaction, educators should consider the learner's characteristics from the initial stages of lecture planning.

일개 간호대학생의 학습유형과 자기주도적 학습 (Learning Style and Self-directed Learning of Nursing Students at One University)

  • 박지원;방경숙
    • Perspectives in Nursing Science
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    • 제7권1호
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    • pp.36-42
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    • 2010
  • Purpose: This study was done to identify the preferences for learning style and the degree of self-directed learning and influencing factors on it among nursing students working on a Bachelor of Science in a nursing program at Suwon. Methods: The study sample included 156 nursing students. A self-report questionnaire was used to assess the data. The data was analyzed using the SPSS/WIN program for descriptive and inferential statistics. Results: Most of the students preferred lectures rather than discussion or team projects as a teaching method. Students preferred deliberating, sensing, and the use of visuals for their learning style. In addition, they favored sequential learning over comprehensive learning. Self directed learning had better outcomes in 3rd and 4th year students than 1st or 2nd year students. Additionally, active learners and high achievers who had a good GPA showed higher self directed learning than the others. Conclusion: In order to maximize students' self-directed learning, study guidance will be necessary for freshmen and for some who experience difficulties in studying nursing courses. Nursing faculty members should pay close attention to facilitate student's self directed learning, and encourage more discussions in the classes.

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Analysis of SNE Learner's Performance Using NASA Scaling

  • Naveen, A.;Babu, Sangita
    • 한국융합학회논문지
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    • 제5권3호
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    • pp.45-51
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    • 2014
  • Computer science and computing technologies are applied into mathematical, science, medical, engineering and educational applications. The models are used to solve the issues in all the domains. Educational systems are used top down, bottom up, Gap Analysis model in the educational learning system. Educational learning process integrated with Lerner, content and the methodology. The Learners and content are same in the educational system or similar courses but the teaching methodologies are differing one with another. The determinations of teaching methodologies are based on the factors related to that particular model or subject. The learning model influencing determinations are made by the surveys, analysis and observation of data to maximize the learning outcome. This paper attempted to evaluate the SNE learners cognitive using NASA Scaling.

머신러닝과 설명가능한 인공지능 SHAP을 활용한 사범대 과학교육 전공생의 전공만족도 및 학업만족도 영향요인 탐색 (Exploration of Factors on Pre-service Science Teachers' Major Satisfaction and Academic Satisfaction Using Machine Learning and Explainable AI SHAP)

  • 서지범;강남화
    • 과학교육연구지
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    • 제47권1호
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    • pp.37-51
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    • 2023
  • 본 연구는 사범대 과학교육전공 재학생의 전공만족도와 학업만족도에 영향을 주는 요인을 머신러닝 모델인 랜덤 포레스트와 그래디언트 부스팅 모델과 SHAP 기법을 활용하여 탐색했다. 연구 결과, 그래디언트 부스팅 모델의 성능이 랜덤 포레스트보다 우수한 것으로 드러났으나 그 차이는 크지 않았다. 전공만족도에 영향을 주는 요인으로는 '본인 전공 교과에 해당하는 고교시절 과학교사 만족도', '교직 동기', '나이' 등이 있으며, 학업만족도는 '나이', '성별', '내신 과학 전문교과 이수여부'의 영향을 크게 받는 것으로 드러났다. SHAP value를 활용하여 변인의 영향력을 밝힐 수 있었고, 그 결과가 집단 전체에 대한 것과 개별적 분석으로 각각 도출이 가능했고, 서로 보완적 결과가 도출이 가능함을 확인하였다. 연구 결과를 바탕으로 과학교육과 재학생의 전공 및 학업 만족도를 지원하기 위한 방안을 제안하였다.

간호대학생의 학업적 자기효능감, 메타인지, 전공만족도가 학습몰입에 미치는 영향 (Effects of Academic Self-Efficacy, Metacognition and Major Satisfaction on Learning Flow among Nursing Students)

  • 서영숙;정추영
    • 한국임상보건과학회지
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    • 제10권1호
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    • pp.1569-1577
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    • 2022
  • Purpose: This study was conducted to investigate academic self-efficacy, metacognition and major satisfaction which influence learning flow in nursing students. Method: The subjects of this study were 239 nursing students in D college. Structured questionnaire was self-administered from May 3 to 30, 2021. The date was analyzed by t-test, ANOVA, Pearson'correlation coefficients, stepwise and multiple regression using SPSS/WIN 22.0. program. Results: In academic self-efficacy, there were significant differences in age. In metacognition, there were significant differences in age, school record. There was a statistically positive correlation between learning flow and academic self-efficacy(r=.211, p=.001), metacognition(r=.357, p<.001), major satisfaction(r=.281, p<.001). The factors influencing learning flow were metacognition(t=.682, p<.001), major satisfaction(t=2.147, p=.023)Multiple regression analysis description is 61.2%. Conclusion: To improve the learning outcomes for nursing students, it is necessary to develop teaching program and curriculum for increasing, metacognition and major satisfaction.

치위생대학생의 현장실습교육환경과 임상수행능력 간의 관계 (Relation between clinical learning environment and clinical performance competency in dental hygiene students)

  • 홍해경;김영남;한경순
    • 한국치위생학회지
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    • 제23권6호
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    • pp.501-509
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    • 2023
  • Objectives: This study aimed to analyze the relation between factors related to the clinical performance competency of dental hygiene students and their clinical learning environment. Methods: The study conducted a survey of dental hygiene students from October 18 to 30, 2023. The data were analyzed using one way analysis of variance, t-test, and stepwise multiple regression. Results: The total practicum lasted ≤10 weeks, 11-15 weeks, and ≥16 weeks for 41.7%, 33.5%, and 24.8% of the students, respectively. Half of them had experience at only one clinical institution. Clinical learning environment had an average score of 3.46 points, whereas the average clinical performance competency of the participants was 3.60 points. The major influencing factors on clinical performance competency were identified as preceptor' s guidance (β=0.277), work participation opportunities (β=0.213), and perceived importance of clinical practice (β=0.136). Conclusions: Efforts are required to provide students with prior education on the importance of clinical practice, improve the clinical learning environment with a focus on preceptor's guidance and work participation opportunities. And standardize various elements to resolve differences in the practice of clinical institutions across regions.

전통음료 섭취에 영향을 주는 변인에 관한 분석연구 (Analysis of the factors that influence Korean beverage consumption)

  • 이현주;손경희;이민준
    • 한국식품조리과학회지
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    • 제18권1호
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    • pp.63-72
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    • 2002
  • This study was conducted to (a) investigate the frequency of Korean beverage consumption, (b) analyze the characteristics of socio-demographically classified group according to drinking frequency, (c) investigate the attitude for and awareness of Korean beverage and (d) analyze the factors which influence Korean beverage consumption. The survey was carried out by self-administered questionnaires with 2,200 subjects residing in Seoul. A total of 1,885 samples were used for analysis by using t-test, one way analysis of variance (ANOVA), Duncan's multiple comparison test, factor analysis, and analysis of covariance (ANOCOVA) with SAS computer program. Among various Korean beverage, Donggulre tea was consumed most frequently at an average of 7.4 times per month, and followed by rice beverage, Mi Su, Citron tea, Shick Hae and canned Shick Hae. Among the age groups, the group of 20s showed the lowest frequency of Korean beverage consumption exempt rice beverage. According to occupation group, middle and high school and college student groups showed a high frequency of consumption of cereal based drink such as rice beverage, Mi Su and Yulmu tea. The behavior examination aimed at learning the perceptions relevant to the choice of beverage showed that the subjects believe Korean beverage healthful and nutritious but not familiar through advertisement, not easy to buy, and not to be a habitual drink. The factors influencing the frequency of Korean beverage consumption were shown as health-related factors and habitual/practical factors.

종합병원 간호사의 사전의료의향서에 대한 자신감 영향요인 (Factors Influencing General Hospital Nurses' Confidence about Advance Directives)

  • 김민혜;이윤미
    • 중환자간호학회지
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    • 제13권1호
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    • pp.1-14
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    • 2020
  • Purpose : The purpose of this study was to identify the factors influencing the general hospital nurses' confidence about the advance directives (ADs). Methods : This is a descriptive cross-sectional study. A total of 105 nurses were asked questions about characteristics, knowledge, attitude, learning needs, and confidence the about ADs, using structured questionnaires. Data were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression. Results : The mean scores of knowledge were 7.26±1.47; attitude, 2.80±0.31; learning needs, 4.22±0.62; and confidence, 2.57±0.74. It was observed that knowledge had significant correlations with attitude (r=.43, p<.001), learning needs (r=.29, p=.003), and confidence (r=.40, p<.001), and attitude had significant correlations with learning needs (r=.31, p=.001) and confidence (r=.45, p<.001). Using multiple regression analysis, it was found that confidence was significantly influenced by knowledge (β=.27, p=.007), attitude (β=.21, p=.043), and experience of nursing or counseling a patient who wrote ADs (β=-.19, p=.046). The explanatory power of this model was 37.9% (F=5.16, p<.001, R2=.379). Conclusions : These findings suggest the need to develop a program to enhance nurses' knowledge, positive attitude, and experience of nursing or counseling a patient who wrote ADs.