• Title/Summary/Keyword: Educational Data Analysis

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Customer Orientation and Sales Training (고객지향성과 판매원 교육간의 관계 연구)

  • Park, Kwang-Hee
    • Korean Journal of Human Ecology
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    • v.14 no.6
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    • pp.1017-1025
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    • 2005
  • The purpose of this paper was to investigate the relationship between customer orientation and sales training. Data were obtained from 297 apparel salespeople working at six department stores in Daegu. Statistics used for data analysis were frequency, factor analysis, correlation, and t-test. The respondents were classified into 3 groups; high, medium, and low customer-oriented groups based on the mean score of customer orientation, and the high and the low were compared in training contents and educational methods. Based on factor analysis, four factors were extracted from 27 items of training content. Two of four factors were significantly correlated with customer orientation. The regression analysis showed that customer service and duration of work had significant effects on customer orientation. Also, the results were found that there were significant differences between the high and the low customer-oriented group in training contents which salespeople want to have in the future. However, there were not significant differences between the two groups in educational methods.

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Establishing and Operating Cohort Evaluation at Kosin University College of Medicine (고신대학교 의과대학 코호트 구축과 운영 사례)

  • Sejin Kim
    • Korean Medical Education Review
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    • v.25 no.2
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    • pp.114-118
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    • 2023
  • Multiple cohorts (e.g., current students and graduates) were formed to collect information on the entire educational process from admission to graduation regarding students' educational performances at Kosin University College of Medicine. Data that had already been collected and analyzed by different committees for different purposes were grouped into a more systematic and comprehensive system called the cohort system, enabling the necessary data to be collected promptly and analyzed in accordance with the purpose of providing meaningful information in each area of the educational process. Therefore, comprehensive cohort data that can be used for mission statement revision, curriculum development and improvement, student counseling, and student selection were established and utilized. The cohort data were collected from performance evaluation indicators including self-evaluation surveys, evaluation tools for learning outcomes, academic achievement, results of the Korean Medical Licensing Examination, and career placement. Based on the results obtained by analyzing cohort data, a comprehensive cohort report has been published. The data analyzed through the cohort were reported to each committee and used in various ways. Currently, however, only some data have been analyzed and used. In the future, after complete data collection, the cohort data can be used as meaningful basic data for achieving the institution's mission and educational goals, developing and improving the curriculum, counseling students, and selecting students through the analysis of learning performance data from student admission to graduation and after graduation.

The influence of new nurses' knowledge, nursing performance, and educational needs of chemotherapy medication on chemotherapy medication errors (신규간호사의 항암 투약 간호 지식, 수행도 및 교육 요구도가 항암 투약 오류에 미치는 영향)

  • Song, Eon Jeong; Lee, Gyu Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.29 no.2
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    • pp.115-123
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    • 2023
  • Purpose: This study aimed to identify the factors affecting the chemotherapy medication errors made by new nurses and to use the results as basic data for the development of a chemotherapy medication nursing education program for new nurses. Methods: This cross-sectional study was conducted with 189 new nurses working at a general hospital and a tertiary general hospital in Korea. The data collection period was from January 11 to February 7, 2021. The data collected during this study were analyzed using the IBM SPSS statistics version 25.0 program. Data analysis included descriptive statistics, independent t-test, ANOVA, and logistic regression analysis. Results: One factor influencing chemotherapy medication errors was new nurses' educational needs (odds ratio=.18, p=.005). As educational needs increased, the probability of making errors in medication was reduced by .18. Conclusion: It is necessary to develop a chemotherapy medication education program tailored to the educational needs of new nurses by considering the education period, method, and content, with a focus on the content with high demand from new nurses.

Overcoming Barriers to Research Competency: a nationwide mixed-method study on residency training in the field of Korean medicine

  • Min-jung Lee;Myung-Ho Kim
    • Journal of Pharmacopuncture
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    • v.27 no.2
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    • pp.142-153
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    • 2024
  • Objectives: This study aimed to analyze the educational needs of interns and residents in Korean medicine as the first step in developing an education program to improve their research competencies. Methods: A mixed-method design, incorporating both quantitative and qualitative data collection methods, was used to investigate the educational needs for research competencies among interns and residents working in Korean medicine hospitals nationwide. Data were collected through online surveys and online focus group discussions (FGDs), and processed using descriptive statistical analysis and thematic analysis. The study results were derived by integrating survey data and FGD outcomes. Results: In total, 209 interns and residents participated in the survey, and 11 individuals participated in two rounds of FGDs. The majority of participants felt a lack of systematic education in research and academic writing in postgraduate medical education and highlighted the need for nationally accessible education due to significant disparities in the educational environment across hospitals and specialties. The primary barrier to learning research and academic writing identified by learners was the lack of knowledge, leading to time constraints. Improving learners' research competencies, relationship building, autonomy, and motivation through a support system was deemed crucial. The study also identified diverse learner types and preferred educational topics, indicating a demand for learner-centered education and coaching. Conclusion: This study provides foundational data for designing and developing a program on education on research competencies for interns and residents in Korean medicine and suggests the need for initiatives to strengthen these competencies.

A Probabilistic Analysis on the Repair and Replacement Cost of Educational Facilities (교육시설물의 수선교체비용에 대한 확률론적 분석 연구)

  • Yu, Yeong-jin;Son, Kiyoung;Kim, Ji-Myong;Kim, Taihui
    • Journal of the Korean Institute of Educational Facilities
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    • v.25 no.1
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    • pp.3-12
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    • 2018
  • Educational facilities are more uncertain about maintenance costs due to their comprehensive and long life-cycle compared to commercial buildings. In addition, maintenance of the existing post management system can not maintain the original function of education facilities continuously and economically. In order to overcome this problem, it is necessary to analyze the repair and replacement cost for the uncertainty factor in maintenance. This study propose a model to determine repair and maintenance cost and cycle of educational facility based on probabilistic estimation concept. For the analysis, Monte Carlo simulation, a probabilistic analysis method, was applied based on the repair and maintenance history data of the educational facilities in Florida. The results of this study can be used as a guideline for quantitative facility management and facility management research.

A Case Study of Educational Effectiveness by Software Subjects for Humanities College Students

  • Seo, Joo-Young;Shin, Seung-Hun
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.9
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    • pp.267-277
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    • 2022
  • Recently, the topics of SW liberal-arts education are diversifying, from 'Computational Thinking(CT)' to 'Programming, Data Analysis and Artificial Intelligence(AI)' in universities. We expect that the diversification of SW liberal-arts subjects does not just mean that the learning contents are different, but also differentiates the educational goals and educational effects of each subject. In this paper, we conducted a case study to analyze the educational effect according to the educational goals of two SW liberal-arts subjects, CT and Data Analysis Fundamentals(DA), for humanities college students. We confirmed that the educational effect of 'CT Efficacy' increased significantly in accordance with the common educational goal of 'Improving CT-based SW convergence competency' in both subjects. However, we also analyzed the difference in the educational effects of 'CT(the goal of basic SW education)' and 'DA(the goal of major-friendly SW education)', which have different subject goals. 'CT' mainly showed an educational effect on how to solve general daily problems, and 'DA' showed confidence in how to solve major problems along with general problems.

Research Review of Computer Education Using Big Data (빅데이터를 활용한 컴퓨터교육 연구 방법)

  • Lho, Young-uhg
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.647-649
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    • 2017
  • We investigate and analyze research methods applying big data analysis technology which is made possible by ICT technology development to education field. And we describe the data model and educational analysis needed to achieve the educational objectives of each of the learners, teachers, and educational organizations in the field of education.

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The Effect of Sex Role Attitude and The Value Consciousness of Home Management on Urban Housewive's Satisfaction of Household Work (도시주부의 성역할 태도와 가정관리에 대한 가치의식이 가사노동 만족도에 미치는 영향)

  • 안옥희
    • Journal of the Korean Home Economics Association
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    • v.31 no.4
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    • pp.1-23
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    • 1993
  • The purpose of this study are to investigate the actual conditions of urban housewive's sex role attitude, the value consciousness of home management and the satisfaction of household work. Further, basic data fro the improvement of the satisfaction of household work and the value consciousness of home management will be produce through grasping the relationship of them. For these purposes, the data are collected by using questionnaire distributed to 394 housewives living in Taegu. The data are analyzed using frequency, pecentile, one way anova, pearson's correlation analysis, simple regression analysis, multiple regression analysis. The results of this research are as follow: 1. Urban housewive's sex role attitude comparatively took the transitional position and the value consciousness of home management was middle. Housewive's satisfaction of household work was generally usual. 2. There were significant differences in the sex role attitude according to housewive's age, educational level, the youngest child's age, durations of marriage. Specially, the variables which significantly affected sex role attitude were housewive's educational level, the youngest child's age. 3. The value consciousness of home management of urban housewives was variable according to housewive's age and educational level, monthly family income, durations of marriage, the youngest child's age, the type of housing, husband's educational level and job. 4. Among the independent variables, the houswive's educational level was variable to have influence on the satisfaction of household work. 5. There were significant differences in the satisfaction of household work according to housewive's sex role attitude. 6. Among the domains of the value consciousness of home management, the value consciousness about family relationships, consuming, educational and leader ship were variable to have influence on the satisfaction of household work.

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Big Data Visualization Analysis of Education Occupations with High Employment Rates by Age and Educational Background for Career-Interrupted Women (경력단절여성을 위한 연령 및 학력별 취업률이 높은 교육직종 빅 데이터 시각화 분석)

  • Lee, Jeongwon;Lee, Choong Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.8
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    • pp.1019-1025
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    • 2021
  • Support policies such as education and training for re-employment of career-interrupted women are being implemented, but they are not being effectively employed. In addition, it is difficult for women with high educational background to re-enter, such as having to revise their previous careers or plan a new career for re-employment. In the previous studies, there was insufficient research to solve fundamental problems for re-employment, such as promising jobs with high employment opportunities. Therefore, when developing a curriculum for women with career interruptions, it was felt the need to select educational occupations that would be helpful in finding employment by age and educational background of the trainees. In this study, data on vocational training education of women with career interruptions were used to analyze the educational occupations with the highest employment rate by age and educational background.