• Title/Summary/Keyword: learning objectives

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Predicting Students' Engagement in Online Courses Using Machine Learning

  • Alsirhani, Jawaher;Alsalem, Khalaf
    • International Journal of Computer Science & Network Security
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    • v.22 no.9
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    • pp.159-168
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    • 2022
  • No one denies the importance of online courses, which provide a very important alternative, especially for students who have jobs that prevent them from attending face-to-face in traditional classes; Engagement is one of the most important fundamental variables that indicate the course's success in achieving its objectives. Therefore, the current study aims to build a model using machine learning to predict student engagement in online courses. An online questionnaire was prepared and applied to the students of Jouf University in the Kingdom of Saudi Arabia, and data was obtained from the input variables in the questionnaire, which are: specialization, gender, academic year, skills, emotional aspects, participation, performance, and engagement in the online course as a dependent variable. Multiple regression was used to analyze the data using SPSS. Kegel was used to build the model as a machine learning technique. The results indicated that there is a positive correlation between the four variables (skills, emotional aspects, participation, and performance) and engagement in online courses. The model accuracy was very high 99.99%, This shows the model's ability to predict engagement in the light of the input variables.

A Case Study on Competence-based Curriculum in Finnish Secondary Home Economics Curriculum (핀란드 가정과 교육과정의 역량 기반 교육과정 사례 연구)

  • Yang, Ji Sun
    • Journal of Korean Home Economics Education Association
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    • v.31 no.4
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    • pp.19-39
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    • 2019
  • The purpose of this study is to explore the main characteristics regarding of implicating competence-based curriculum in Finland's home economics curriculum by analyzing curriculum documents and related literature. The research findings are categorized into four main characteristics. First, home economics in Finland belongs to the 7-9 grades. The key content areas are composed of 'food knowledge & skills and food culture', 'housing & living together' and 'consumer & financial skills' at an integrated approach. Secondly, the subject competences of home economics are not presented; however, the general objectives of transversal competences are defined in Finland's curriculum document. Transversal competences describe the aspects of the objectives that are emphasized in grades 7-9 and strengthens the connectivity with each subject. Thirdly, the objectives of home economics included in the instructions in Finland consist of a content system that links learning skills, content areas, and transversal competences. Both learning skills as a role of subject competences and content areas as objectives support teachers who restructure an curriculum. Fourth, in terms of achieving subject objectives, the assessment criteria in Finland home economics is to evaluate the achievement of good knowledge and skills through actual performance. Based on the research findings, the main features of the revised curriculum in Finland include encouragement of flexibility in education systems and learner's uniqueness in schools. If the implementation of subject competences in home economics is to be strengthened, it is necessary to intergrate the knowledge and competence, require a curriculum system for implements' subject competence, carryout assessment as learning to learn, and facilitate school community and teacher community for deeper co-operation.

Nursing Curriculum Development for the 21st Century - Need assessment and development of conceptual framework - (21세기를 향한 전문대학 간호교육과정 개발 - 요구사정, 개념틀 개발을 중심으로 -)

  • Lee, Kap-Soon;Lee, Young-Hee;Eun, Young;Koh, Myung-Sook;Bae, Young-Sook;Hong, Soon-Kyun;Lee, Sook-Hee;Kim, Jung-Sun;Kim, Eun-Hee;Lee, Soo-Yeoun;Suh, Soong-Mi
    • The Journal of Korean Academic Society of Nursing Education
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    • v.2
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    • pp.56-74
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    • 1996
  • In order to prepare for the coming twenty-first century and to meet changing social demands and health needs, it is necessary to improve the curriculum through development of new conceptual frameworks. The purposes of this study were : 1) to assess the needs of the curriculum of the students, the faculty, the graduates, and the nursing supervisors and head murses ; 2) to develop the conceptual framework which includes philosophy and goals of nursing education based upon needs assessment ; 3) to develop level objectives ; 4) to identigy the contents of the curriculum ; 5) and to develop the faculty. The curriculum was assessed and developed from April, 1995 to March, 1996 through twenty four weekly meetings, two seminars, and two workshops. The process and results of this study are as follows : 1. A needs assessment of the present curriculum was done of the 194 students, 177 graduates, 14 faculty members, and 60 nursing administrators in 5 main areas (objectives, planning and organization, teaching-learning process and methods, evaluation, revision of curriculum). The results showed that there were many descrepancies between expectations and actual situations in all the groups and in all the areas. This implies that there was a necessity for total curriculum revision. 2. To develop the conceptual framework, 1) the core concepts were identified(man, health, environment, and nursing) on the basis of the existing educational philosophy and educational objectives of our school, elicited by group discussions using the nominal group method, one of the needs assessment methods, the philosophy and objectives were restated. 2) Six essential componednts were indentified for the conceptual framework from the restated philosophy and objectives ; nursing process, communication, professional roles, client, health, and nursing. The vertical theread consists of the client and health/nursing ; and the horizontal thread consists of nursing process, communication, and professional roles. 3. The contents of the curriculum were selected on the basis of the educational objectives and organized according to the conceptual framework. 4. The level objectives were then restated. It is expected that the objectives of our school will be accomphished through developing the courses, choosing and Implementing, more effective teaching-learning methods, and evaluating the efficacy of changes implemented. The most important factor will be to continually upgrade the faculty and their teaching skills.

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Comparative study of RN-BSN Programs in Korea (간호학사 특별학위과정의 교육과정 비교 연구)

  • Lee, Yun-Jung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.6 no.2
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    • pp.327-344
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    • 2000
  • The purpose of this survey study is to guide the direction of the RN-BSN program in Korea by analyzing (1) the philosophy and objectives (2) curriculum (3) and appraisal method, achievement test and self-directed learning. In this study, subjects consisted of 20 department of nursing in University and 20 RN-BSN programs in Korea. The Survey was conducted from September 1999 through May 2000 by mail and FAX. 1) Educational philosophy and objectives of 5 RN-BSN programs have curricular based philosophy. Most popular philosophies were revealed that nursing is oriented role function, human relation, and integrated application. 9 RN-BSN programs have curricular based objectives. There are including of knowledge, applying the new technology, under-standing of human being family community, application of nursing process, leadership, nursing ethics, and participation in research. 2) In RN-BSN programs, total mean credits through general college courses for earning the degree of BSN is 21.5 and total mean credits through the nursing area for earning the degree of BSN is 71.4. In RN-BSN programs, total mean credits through clinical practice for earning the degree of BSN is 5.94. 25.00 of mean credits was earned through achievement test(6.00~37.00). Therefore, this research suggests some recommendation for the development of curriculum of RN-BSN program that was required to do some alterations. And the various and other methods of earning credit should be developed. That is, the students will earn credits, accredited examination of University, advanced placement examination, case study, self-report, self-directed learning and achievement tests, portfolio review session and so on. And the RN-BSN courses are delivered to many areas by teleconferencing system, computer network(EdNet or Internet etc), CD-ROM Title, VOD (video on demand) and other methods.

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Curriculum Development for Inservice Training of School Health Nurses (양호교사 자격연수교과과정 개발에 관한 연구)

  • Kim, Hwa-Jung;Yoon, Soon-Nyoung;Kim, Young-Im
    • Journal of the Korean Society of School Health
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    • v.9 no.1
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    • pp.31-41
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    • 1996
  • School health promotion is related to reinforce on various roles of school health teachers including health instruction, health services, healthful school living. In this aspects, there would be necessory for qualified continous education proceed to activate roles of school health teachers. So the objectives of this study are first, to develop curriculum framework for inservice training of health school nurses, second, to descrive of curriculum objectives, third, to state of curriculum objectives and learning methods. There were used study methods as literature review, expert conferencing and workshop. Major results are as follows; 1. Curriculum framework for inservice training of health school nurses was constitute of major variables of health care model and direct services role of school health teacher such as health service, health instruction and healthful environment area. 2. The curriculum for health instruction were different from elementary school and middle school. 3. Time distribution for curriculum was composed of that health service is 12hours, health instruction is 96 hours and healthful environment is 12 hours. 4. The learning methods for inservice training were suggested to intensify positive attitude through the discussion and practical exercise. 5. The curriculum objectives were classified by total, area and a course of study and time summary table was suggested. In conclusion, the developed curriculum would be contribute to improve of practical ability for school health teachers. And to increase of inservice training effect, there should be operate in order to participate trainees activately and to be educate concurrently. Also, there are necessary for execute in series of the program such as standized text developing by course, evaluation index developing and instructor education etc.

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A Comparative Study of Three Guidebooks on European Intercultural Education (유럽의 상호문화교육 지침서 비교 연구)

  • Jang, Han-Up
    • Korean Journal of Comparative Education
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    • v.27 no.1
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    • pp.199-222
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    • 2017
  • This study explores and compares how three guidebooks on intercultural education in Europe (Education Pack, Intercultural Learning, and Intercultural Education in Primary School) define their objectives, contents, methods, and evaluation in order to promote intercultural education to young people and adults. All these three guidebooks start with the underlying fact that difference is the reality of our societies and propose similar objectives. These guidebooks include furthering an understanding of the reality of an interdependent world, going beyond negative prejudice and stereotypes, and generating positive attitudes and habits of behaviors towards people from other societies and cultures. They also suggest similar contents for intercultural education, which all relate to the discovery of mutual relationships and the dismantling of barriers between people from other cultural backgrounds. However, with regard to methods, they show significant contrast: Education Pack and Intercultural Learning propose several stages that consist of imagining ourself from the outside, understanding the world we live in, being acquainted with other realities, seeing difference positively, and favouring positive attitudes, values and behavior, while Intercultural Education in the Primary School insists on positive learning, discussion and group work. Evaluation remains the least developed area in intercultural education; fortunately, the last guidebook treats this problem more seriously than the first two by dedicating a whole chapter to it. What is required of us now is determining how to adapt the principles and approaches of European intercultural education to Korean societies and schools.

Effect of reflective journaling in team learning on the learning motivation of learners (팀학습에서 성찰일지 작성이 학습자의 학습동기에 미치는 효과)

  • Park, In-Suk;Kim, Mi-Jeong
    • Journal of Korean society of Dental Hygiene
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    • v.12 no.5
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    • pp.849-859
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    • 2012
  • Objectives : The purpose of this study was to examine the educational effects of team learning by having learners keep a journal to record, check and reflect on their own learning. It's basically meant to investigate the effects of team learning on learning motivation and academic achievements to provide some information on teaching-learning strategy setting tailored to learner characteristics. Methods : The subjects in this study were 49 college sophomores. After they were divided into an experimental group and a control group, the experimental group of 24 students engaged in team learning from March to June, 2012, and that group was asked to keep a reflective journal every week to determine whether writing a reflective journal in every session served to boost their learning motivation and academic achievement or not. Results : 1. After the experimental group kept a reflective journal, that group underwent a significant change in learning motivation from a mean of 3.34 in the pretest to a mean of 4.01 in the posttest(p<0.05). The experimental group showed a more positive improvement than the control group. 2. After the experimental group kept a reflective journal, they underwent a significant change in academic achievement from 22.7 in the pretest to 23.5 in the posttest(p<0.05). The control group showed no significant improvement in academic achievement. Conclusions : The findings of the study illustrated that keeping a reflective journal had a positive impact on the learning motivation of the learners, and the findings of the study are expected to lay the foundation for future research in new teaching methods for the department of dental hygiene.

Kolb learning styles and self-regulated learning strategies of dental hygiene students (치위생과학생의 Kolb 학습유형과 자기조절 학습전략)

  • Kim, Mi-Jeong;Lim, Cha-Young
    • Journal of Korean society of Dental Hygiene
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    • v.13 no.2
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    • pp.343-350
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    • 2013
  • Objectives : The objective of this study is to analyze about learning styles and self-regulated learning strategies of dental hygiene students and to find methods that may increase learning outcomes by selecting effective learning methods. Methods : The subjects of this study are 524 dental hygiene students in region of chonbuk from May, 2012 to June, 2012. collected informations are analyzed with SPSS. Results : 1. 38.1%, assimilator is most of learning styles of dental hygiene students, followed by 29.7%, converger, 16.2%, diverger, 15.8%, accommodator. 2. 28.0%, converger and diverger are most of subjects whose grade score is between 2.0-2.9, 41.50%, accommodator is most of 3.0-3.4, and 41.61% accommodator is most of 3.5-3.9, and 28.0%, converger is most of subjects whose grade score is more than 4.0. this results has statistically signification(p<0.01). 3. $8.71{\pm}1.78$, assimilation strategy is most self-regulated learning strategies of dental hygiene students, followed by $8.26{\pm}1.94$, control strategy, $7.52{\pm}2.00$, memorization strategy. accommodator is most showed $7.82{\pm}2.24$, $9.13{\pm}1.74$, $8.71{\pm}2.20$ in memorization strategy, assimilation strategy, control strategy. 4. It is showed that assimilator is significantly related with satisfaction for major(p<0.01), accommodator is significantly related with academic records(p<0.05), and diverger is significantly negative related with academic records, through the results of the analysis of factors that affects learning styles. Conclusions : Organizing above results, It is considered that instructor needs to acknowledge learning styles of students through understanding about various learning styles of students, and may has to develop suitable teaching method for students based on that.

A Case Report of Various Oriental Medical Therapy in Combination with Learning Therapy on School Underachievement Child caused by ADHD (ADHD로 인한 학습부진아동 치험 1례)

  • Wy, Young-Man;Kang, Hyung-Won
    • Journal of Oriental Neuropsychiatry
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    • v.20 no.4
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    • pp.197-209
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    • 2009
  • Objectives : Attention Deficit Hyperactivity Disorder(ADHD) is a psychiatric disorder, characterized by the primary symptoms of inattention and/or impulsivity and hyperactivity. the aim of this study is to investigate the clinical efficiency of Various Oriental Medical Therapy combinated with Learning therapy in the treatment of ADHD. Methods : This study is a clinical report of 1 ADHD child treated with Various Oriental Medical Therapy(Herb-med, acupunture, etc.) in Combination with Learning therapy. CAR(Conner's abbreviated Rating Scale), K-CBCL, ADS(ADHD Diagnostic System) were compared between before and after treatment. Results : The results show the Various Oriental Medical Therapy in Combination with Learning therapy is efficient in the treatment of ADHD. Conclusions : Various Oriental Medical therapy including herb-med, pharmacopuncture, electroacupuncture is efficient in improvement of ADHD child. also In case of combination with Learning therapy, it is more effective in child's school life and school work. therefore, it is practical useful in the treatment of ADHD.

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The Effects of Gonjadaesungchimjoongbang on Learning Ability and Memory after Ischemic Brain Injury in Rats (허혈성 뇌손상 백서에서 공자대성침중방(孔子大聖枕中方)이 학습과 기억에 미치는 영향)

  • Ryu, Su-Hyang;Chae, Jung-Won
    • The Journal of Pediatrics of Korean Medicine
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    • v.25 no.1
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    • pp.40-48
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    • 2011
  • Objectives: The purpose of this study is to evaluate the effect of Gonjadaesungchimjoongbang on spatial learning abilities and memories in ischemic brain injury. Methods: Rats were separated into three groups; (1) Normal, (2) Saline medication after ischemic brain injuries (control), (3) Gonjadaesungchimjoongbang medication after ischemic brain injuries (experiment). Ischemic brain injuries was induced by MCA occlusion and reperfusion. Morris water maze test was conducted for spatial learning and memory tests. Then, the change of BDNF in the hippocampus($7^{th}$, $14^{th}$ day) was examined by immunohistoche- mistry. Results: In Morris water maze test, spatial learning abilities and memory functioning were considerably increased in the experiment group as oppose to control group on $7^{th}$ and $14^{th}$ day(p<0.01). Moreover, immunohistochemistric response of BDNF in the hippocampus indicated that the more increased immune reaction was found in the experiment group as oppose to the control group on $7^{th}$ and $14^{th}$ day. Conclusions: Gonjadaesungchimjoongbang can improve the learning abilities and memories in ischemic brain injury.