• 제목/요약/키워드: Data skills

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정보시스템 실무자들이 필요로 하는 지식 및 기술 (Critical IS Knowledge and Skills Required by Indusrties : Findings form Korea)

  • 고석하
    • Journal of Information Technology Applications and Management
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    • 제13권2호
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    • pp.1-15
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    • 2006
  • This paper classifies the critical knowledge/skill set required to IS practitioners according to content or domain of knowledge : IS technology knowledge/skills, organizational and societal knowledge/skills, interpersonal knowledge/skills, and personal traits knowledge/skills. The survey reveals that Korean IS practitioners rate interpersonal knowledge/skills and personal traits knowledge/skills the most important, and organizational and societal knowledge/skills the least important. Specifically, they rate creative thinking, critical thinking, interpersonal communication skills, team working skills, personal motivation, operating systems, programming languages, DB/data warehouse, IS technological trend, networkicommunicationisecurity especially important. The survey also shows that Koran IS practitioners feel knowledge deficiency in almost all knowledge/skills areas. The results confirm that the curriculum of universities, the training and education programs of industries, and IS/IT education policy of the government should be revised as soon as possible.

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수산·해운계 고등학교 학생의 직업기초능력 요소 개발 (A Development of the Elements on Occupational Basic Competencies of Fisheries and Maritime High School Students)

  • 이상철;원효헌
    • 수산해양교육연구
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    • 제26권3호
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    • pp.627-638
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    • 2014
  • The aims of this study are to analysis the elements associated with a occupational basic competencies of fisheries and maritime high school students. Fisheries & maritime key competencies were defined as the abilities that include the essential knowledge, skills, attitude, and experiences required for the workforce on the fisheries and maritime job condition. This research collected preliminary data from 177 fisheries & maritime high school teachers. Data were analyzed to obtain item quality, reliability and validity analysis. The results of the study were as follows; First, largely, fisheris & maritime key competencies were divided into two parts; basic vocational skills and fisheries-maritime job skills. Second, fisheries & maritime key competencies were consisted of communicative competence, numeracy skills, thinking skills, English communication skills, self-management skills, interpersonal competency, selection & application of alternative, marine technology & information skills, marine consciousness and maritime professional ethics. Third, each key competency consisted of 2-9 sub-competencies.

간호대학생의 기본심폐소생술 수행능력 관련 요인 (Factors Influencing Cardiopulmonary Resuscitation Skills in Nursing Students)

  • 심환희;태영숙
    • 한국학교ㆍ지역보건교육학회지
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    • 제16권2호
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    • pp.1-15
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    • 2015
  • Objectives: This study purposed to identify the factors influencing cardiopulmonary resuscitation(CPR) skills in nursing students. Methods: The research design was descriptive study. Data were collected through structured questionnaires. The participants of this study were 202 nursing students in B & U metropolitan city, and C city. Data were collected from November 15 to November 30, 2013. The data were analyzed using t-test, ANOVA, Scheffe's test, Pearson's correlation coefficients, and Multiple stepwise regression with SPSS WIN v 20.0. Results: CPR knowledge(r=0.51, p<0.001), critical thinking disposition(r=0.43, p<0.001), CPR attitude(r=0.56, p<0.001). self efficacy(r=0.74, p<0.001), and CPR skills were significantly correlated with each other. Predictors of CPR skills were self efficacy, CPR knowledge, critical thinking disposition, grade, and CPR attitude. These variables explained 60% of CPR skills. Multiple regression analysis showed that most powerful factors influencing CPR skills among nursing students was self efficacy. Conclusions: Based on this study, it is required to develop nursing education program to improve self efficacy of nursing students for increasing CPR skills.

기업에서 요구하는 직무수행능력에 대한 델파이 분석 (A Delphi Survey of Corporate Needs for Technical Skills)

  • 박성미
    • 수산해양교육연구
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    • 제20권1호
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    • pp.12-22
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    • 2008
  • This study presents the results of a delphi survey which is intended to identify technical skills that corporations expect of employees. A total of 300 managers from different businesses took part in the survey. To obtain the delphi data, a questionnaire of expected technical skills developed on the basis of previous research was used. The obtained data were analyzed in terms of frequency and other descriptive statistics. Eleven technical skills emerged as important ones in the corporate environment. In order of importance, subjects listed communication skills, business capabilities, negotiation skills, problem-solving ability, organizational adaptation, ability to gather and analyze relevant information, practical computer literacy, self-management, creativity, and foreign language proficiency.

탐구 화학 실험을 통한 고등학교 학생들의 과학 성취도 향상에 관한 연구 (A Study on the Effect of Science Achievement Faculties Improvements in High School Inquiry Chemistry Experiments)

  • 홍춘표;김용연
    • 대한화학회지
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    • 제47권5호
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    • pp.487-494
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    • 2003
  • 이 연구에서는 탐구화학실험을 통해 고등학교 학생들의 과학 성취도 향상정도를 논리적 사고력, 과학탐구기능, 실험 태도, 수공적 기능, 탐구과정 기능 등의 측면에서 조사하였다. 이를 위해 수도권 소재의 남녀 고등학교 2개교의 5개조 150명을 대상으로 하여 논리적 사고력, 과학탐구기능의 지필평가와 탐구과정 기능의 보고서평가, 실험태도, 수공적 기능의 실험관찰 평가를 통하여 자료를 수집하였다. 연구 결과에 의하면 학생들의 탐구과정기능과 실험 태도, 수공적 기능은 전반적으로 매우 낮은 수준으로 조사되었으나 탐구과정 기능을 제외 한 나머지의 측면에서는 유의미한 향상을 보였다. 또한 탐구화학실험이 지속적으로 수행될 때 학습자의 과학 성취도가 향상됨을 알 수 있었다.

A Study on the Relationship between College Students' Social Skills and Metacognition through Service-learning Participation

  • Myeong Hee SHIN
    • 융합경영연구
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    • 제12권3호
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    • pp.35-42
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    • 2024
  • Purpose This study aims to investigate the correlation of social skills and metacognition among university students participating in service-learning programs. Also by evaluating the satisfaction of college students participating in service learning, this research seeks to understand the impact of this program on learning experiences. Research design, data and methodology: The research period spans two semesters, each comprising 15 weeks, from March 2, 2023, to December 20, 2023. Detailed procedures, including planning, preparation, data collection, analysis, and organization, cover activities conducted over the course of 30 weeks. These activities encompass various stages, from initial classroom planning with designated English storybooks to reflection and feedback sessions aimed at continuous development. Data collection methods include surveys, interviews, and observations, allowing for a comprehensive examination of social skills and metacognition among participating students. Results: The results show significant correlations between social skills and metacognition, such as the correlation between knowledge and statistics (r = 0.759, p < .01), the moderate correlation between cooperation and knowledge (r = 0.532, p < .01), the moderate correlation between statistics and cooperation (r = 0.539, p < .01), and the correlation between self-regulation and assertion (r = 0.278, p < .001). The average score of the satisfaction of college students participating in service learning was 4.8 out of 5. Conclusions: This study highlights the significant role of service-learning in boosting social skills and metacognition among university students. This study enhances the academic understanding of the relationships between social skills, metacognition, and service-learning programs, contributing to the expansion of both theoretical and practical knowledge in the field.

방사선과 대학생의 기초직업능력 수준에 대한 연구 (Study on the Department of Radiological Technology Students' Basic Vocational Competency Skills)

  • 장현철;이행기;조평곤
    • 대한방사선기술학회지:방사선기술과학
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    • 제38권3호
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    • pp.287-294
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    • 2015
  • 직업구조가 빠르게 변화하는 상황에서 기업들은 기초직업능력의 중요성을 더욱더 강조하고 있다. 이에 본 연구는 S대학교 재학생의 기초직업능력 수준을 파악하여, 기초자료를 제시하고자 하였다. 수집된 자료는 T-test 및 일원 분산분석(Oneway ANOVA)을 실시하였다. 연구결과 기초직업능력 일곱 개 영역에 있어 전반적으로 보통이상의 수준을 가지고 있는 것으로 조사되었다. 이 중 의사소통능력 중 읽기와 쓰기 능력이 가장 낮게 나타났으며, 그 다음이 조직이해능력 중 글로벌 문화를 이해하며 외국어를 활용할 수 있는 능력, 수리능력 순으로 나타났다. 반면에 대인관계능력이 가장 높은 수준으로 나타났다. 이는 앞으로 병원 근무에 있어서 환자 및 구성원들과 대인관계를 잘 형성할 수 있을 것으로 생각된다. 또한 의사소통능력 중 읽기와 쓰기 능력, 수리능력, 조직이해능력 중 글로벌 문화를 이해하며 외국어를 활용할 수 있는 능력이 학년 간에 통계적으로 유의한 차이가 있는 것으로 나타났다(P<0.01). 본 연구는 S대학교 방사선과 재학생을 대상으로 기초직업능력 수준을 파악하였기 때문에 연구결과를 전체 대학교 재학생 및 모든 학과에 대해 일반화하는데 다소 한계가 있을 수 있다. 이상의 결과를 토대로, 학생들이 의사소통능력, 수리능력, 조직이해능력, 자기관리능력 등을 향상시킬 수 있도록 전공 교육과정과 연계하여 지도하여야 할 것이다. 따라서, 우수한 직업기초능력을 갖춘 인재를 양성하기 위해 학과의 특성과 학생들의 특성을 잘 고려하여 학년별 및 학생 수준별로 진행될 수 있는 다양한 프로그램 활용 및 산업체와 잘 연계된 맞춤형 교육이 필요할 것으로 생각된다.

간호대학생의 핵심간호술 수행자신감과 임상수행능력의 관계에서 문제해결능력의 매개효과 (The Mediating Effect of Problem-Solving Skills on Relationship between Confidence in Performing Core Nursing Skills and Clinical Performance of Nursing College Students)

  • 서은희
    • 산업융합연구
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    • 제21권10호
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    • pp.159-166
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    • 2023
  • 본 연구는 간호대학생의 핵심간호술 수행자신감과 임상수행능력의 관계에서 문제해결능력의 매개효과를 확인하기 위한 서술적 조사연구이다. D시에 소재한 S대학의 간호대학생 211명을 대상으로 2023년 8월 14일부터 2023년 8월 18일까지 자가 기입식 설문지로 자료수집하였다. 수집된 자료는 R.4.2.2를 이용하여 기술통계, Pearson 상관계수로 분석하였다. 매개효과는 lavaan package의 sem function, multilevel package의 sobel function을 활용하여 분석하였다. 본 연구에서 핵심간호술 수행자신감, 문제해결능력, 임상수행능력 간의 양의 상관관계가 있는 것으로 나타났으며, 핵심간호술 수행자신감과 임상수행능력의 관계에서 문제해결능력은 부분매개 효과가 있는 것으로 확인되었다. 따라서 간호대학생의 임상수행능력을 향상시키기 위해서는 핵심간호술 수행자심감과 문제해결능력을 향상시켜야 한다.

Utilizing Machine Learning Algorithms for Recruitment Predictions of IT Graduates in the Saudi Labor Market

  • Munirah Alghamlas;Reham Alabduljabbar
    • International Journal of Computer Science & Network Security
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    • 제24권3호
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    • pp.113-124
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    • 2024
  • One of the goals of the Saudi Arabia 2030 vision is to ensure full employment of its citizens. Recruitment of graduates depends on the quality of skills that they may have gained during their study. Hence, the quality of education and ensuring that graduates have sufficient knowledge about the in-demand skills of the market are necessary. However, IT graduates are usually not aware of whether they are suitable for recruitment or not. This study builds a prediction model that can be deployed on the web, where users can input variables to generate predictions. Furthermore, it provides data-driven recommendations of the in-demand skills in the Saudi IT labor market to overcome the unemployment problem. Data were collected from two online job portals: LinkedIn and Bayt.com. Three machine learning algorithms, namely, Support Vector Machine, k-Nearest Neighbor, and Naïve Bayes were used to build the model. Furthermore, descriptive and data analysis methods were employed herein to evaluate the existing gap. Results showed that there existed a gap between labor market employers' expectations of Saudi workers and the skills that the workers were equipped with from their educational institutions. Planned collaboration between industry and education providers is required to narrow down this gap.

핵심기본간호술 재교육이 졸업학년 간호학생의 임상실습스트레스, 비판적 사고성향 및 수행자신감에 미치는 효과 (Effects of the Reeducation of Core Fundamental Nursing Skills on Clinical Stress, Critical Thinking Disposition and Self-Confidence in Nursing Skills of Senior Nursing Students)

  • 염영란;최금봉
    • 한국간호교육학회지
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    • 제22권3호
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    • pp.283-293
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    • 2016
  • Purpose: The purpose of this study was to study the effects of the reeducation of core fundamental nursing skills on clinical stress, critical thinking disposition, and self-confidence in nursing skills of senior nursing students. Methods: A quasi-experimental study with a non-equivalent control group pretest-posttest design was used. Participants were recruited from two nursing colleges. The sample consisted of an intervention group (n=33) that participated in the educational program and a control group (n=32). The data were collected using self-administered questionnaires. Data analyses utilized $x^2$-test & t-test. Results: After the reeducation of core fundamental nursing skills, senior nursing students had less clinical stress (t=-2.089, p=.041) and more self-confidence (t=1.008, p=.318) in nursing skills. However, it had no effect on critical thinking disposition (t=1.008, p=.318). Conclusion: Reeducation of core fundamental nursing skills is important to the nursing profession. Also, nurses who are self-confident in their nursing skills are less stressed about improving the quality of their work due to the reeducation of core fundamental nursing skills. Therefore, it is vital for nursing colleges to reeducate core fundamental nursing skills to their students before graduation.