• 제목/요약/키워드: Exploratory Analysis

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생의 의미 측정도구의 개발 II (Development of Meaning in Life Scale II)

  • 최순옥;김숙남;신경일;이정지
    • 대한간호학회지
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    • 제35권5호
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    • pp.931-942
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    • 2005
  • Purpose: The purpose of this study was to develop a meaning of life scale with high validity and reliability. Method: A conceptual framework composed of 4 phases of meanings of life was identified. And 49 preliminary items on a 4-points scale were developed through content validity. A reliability and validity test of the 49 items was conducted on 564 adults. By means of internal consistency of the 49 items, 1 item was deleted. To verify the 48 items, factor analysis, reliability test, and LISEREL were done. Result: Through exploratory factor analysis of the 48 items, 8 factors were extracted. These factors were labeled as 'self- awareness and self-acceptance', 'hope', 'responsibility awareness', 'love experience', 'self transcendence', 'relation experience', 'self contentedness', and 'Commitment'. Through LISEREL of the 48 items, 2 items were excluded and finally 46 itemsremained. Cronbach's Alpha of the 46 items was .94. The correlation coefficient of the Self-esteem scale was .79. Conclusion: By the above results, the researchers recommend the following: An exploratory study on the variables related to the meaning of life are needed for criterion validity of this scale. Studies on meaning of life of different groupa, and subjects are needed for reverification.

파티플래닝(Party Planning)의 속성에 대한 탐색적 분석과 고객들의 인지도 비교 (Exploratory Analysis on Attributes of Party Planning and Comparisons of Customers' Perception for Party Planning)

  • 정유경;김선희
    • 한국식생활문화학회지
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    • 제19권5호
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    • pp.532-543
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    • 2004
  • The purpose of this study was to investigate three different perceptions based on major 23 part planning attributes. These party planning attributes were categorized using exploratory factor analysis. Three groups of respondents were identified based on the sample data; the first group is a group of people experienced parties before, the second group is a group of people intended to attend parties in near future, and the third group is a group of people who want to be a party planner. Respondents participated in this study express their own perceptions on party-planning attributes. The study shows that the perceptions of respondents were significantly different from each other. Particularly, prospective party planners emphasize on artistic attributes, such as harmony between dishes and foods or between the party concept and foods. However, party attendees more importantly considered other attributes, including the event suitable to the party type, places held a party. The research suggests that understanding party attendees' perception will provide useful information to develop party events that can reflect customers' desires.

Spatial Changes in Work Capacity for Occupations Vulnerable to Heat Stress: Potential Regional Impacts From Global Climate Change

  • Kim, Donghyun;Lee, Junbeom
    • Safety and Health at Work
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    • 제11권1호
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    • pp.1-9
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    • 2020
  • Background: As the impact of climate change intensifies, exposure to heat stress will grow, leading to a loss of work capacity for vulnerable occupations and affecting individual labor decisions. This study estimates the future work capacity under the Representative Concentration Pathways 8.5 scenario and discusses its regional impacts on the occupational structure in the Republic of Korea. Methods: The data utilized for this study constitute the local wet bulb globe temperature from the Korea Meteorological Administration and information from the Korean Working Condition Survey from the Occupational Safety and Health Research Institute of Korea. Using these data, we classify the occupations vulnerable to heat stress and estimate future changes in work capacity at the local scale, considering the occupational structure. We then identify the spatial cluster of diminishing work capacity using exploratory spatial data analysis. Results: Our findings indicate that 52 occupations are at risk of heat stress, including machine operators and elementary laborers working in the construction, welding, metal, and mining industries. Moreover, spatial clusters with diminished work capacity appear in southwest Korea. Conclusion: Although previous studies investigated the work capacity associated with heat stress in terms of climatic impact, this study quantifies the local impacts due to the global risk of climate change. The results suggest the need for mainstreaming an adaptation policy related to work capacity in regional development strategies.

응급구조학과 학생 대상 한국판 시뮬레이션 경험 만족도 도구의 타당도 검증 (Validation of a Korean version of the satisfaction with simulation experience scale for paramedic students)

  • 권혜지;유순규
    • 한국응급구조학회지
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    • 제18권2호
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    • pp.7-20
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    • 2014
  • Purpose: This study aims to assess the reliability and validity of a Korean version of the satisfaction with simulation experience (SSE) scale for low-, medium-, and high-fidelity simulations among paramedic students. Methods: Exploratory factor analysis with varimax rotation was used to determine construct validity. Cronbach's alpha was calculated to assess internal consistency reliability. Results: Cronbach's alpha for the overall scale was .841. Exploratory factor analysis yielded a three-factor structure composed of clinical learning, clinical reasoning and debriefing and reflection. Each of the subscales had high internal consistency, with Cronbach's alphas of .852, .790 and .913, respectively. With respect to year, freshmen scored the highest on the SSE scale. With respect to type of simulation, the medium-fidelity group reported the highest satisfaction. Generally, the students were satisfied with debriefing and reflection. Conclusion: The Korean version of the SSE scale was shown to be a reliable and valid instrument for assessing satisfaction with simulation learning in paramedic students.

보건소 방문간호사의 전문직 간호역량 (The Development of Home-Visiting Nurses' Professional Competencies)

  • 백희정;문지현
    • 가정∙방문간호학회지
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    • 제23권2호
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    • pp.233-242
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    • 2016
  • Purpose: The purpose of this study was to identify professional competencies of visiting nurses in public health centers. Methods: A methodological study for the development of visiting nurses' professional competency was conducted through the review of literature and construction of a conceptual framework for the development of professional competence. After reviewing the content validity of each question and confirming the items of the preliminary tool, the construct validity of the tool was verified through exploratory factor analysis and internal reliability was confirmed. Results: After constructing 5 factors relating to the visiting nurse's professional competence, 25 items were developed, based on verification of content validity by experts. The results of the exploratory factor analysis showed that the professional competence of the visiting nurse was influenced by factors such as "health assessment and screening," "health teaching and counseling," "interprofessional communication", "program planning and implementation", and "Professional development". These five factors accounted for 76.38% of the professional competencies of the visiting nurse. Conclusion: The professional competence of the visiting nurse is consistent with the aim of the visiting nursing project. Also our results will contribute to baseline data used to evaluate the quality of work of the visiting nurse.

인테리어 테라피에 관한 탐색적 연구 (An Exploratory Study on Interior Therapy)

  • 장미정
    • 한국실내디자인학회논문집
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    • 제26권1호
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    • pp.124-133
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    • 2017
  • The purpose of this study is to explore the interior therapy that introduced the concept of therapy into interior space. This study examines interior therapy based on the concepts of stress and therapy. As the study methods, a qualitative analysis to review the concept of interior therapy was conducted together with a quantitative analysis on the current state of domestic therapy-related researches. The scope of the study is limited to domestic journals published from 1988, when the first domestic research was embarked on to analyze the current status of therapy-related researches, until November 2016. According to the study results, the domestic therapy-related studies were mainly focused on aromatherapies and food therapies. By year, the first domestic study of its kind was conducted on logotherpay in 1988. And until 2000, studies were carried out mainly on aromatherapies. Since then, new psychotherapy research fields have emerged; color therapy in 2003 and food therapy in 2008. However, in the space design field except for color therapy-related researches, there have been not sufficient studies on the indoor space therapy field that investigates the possibility of indoor space as a therapy from an integrated viewpoint. Therefore, this study reviewed domestic researches on interior therapy which applied the concept of therapy to interior design and suggested three cognitive-emotional-behavioral measures as healing factors. Finally, this study is expected to be used as basic data for design planning and curriculum development which apply the concept of therapy to interior design-related fields.

한국판 전문직 간 학습에 대한 자기 효능감 척도의 타당화 (Validity of the Self-efficacy for Interprofessional Experimental Learning Scale in Korea)

  • 권오영;박경혜;박귀화;강영준
    • 의학교육논단
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    • 제21권3호
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    • pp.155-161
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    • 2019
  • Interprofessional education (IPE) can promote high-quality patient care and good medical outcomes through teamwork among health professionals. However, there are no valid measurements to prove the effectiveness of IPE in Korea. This study aimed to develop and test a Korean version of the Self-efficacy for Interprofessional Experimental Learning Scale (SEIEL). The original SEIEL was translated into Korean by two experienced medical professors, and 368 questionnaires were collected from medical and nursing students (third and fourth year). To analyze the validity of the Korean version of the SEIEL, an exploratory and confirmatory factor analysis was conducted. Cronbach's ${\alpha}$ was used to evaluate reliability. Results from the exploratory factor analysis identified two functions: "interprofessional collaboration" and "interprofessional team evaluation." A significant cross-correlation was found between the two functions (r=0.690, p<0.001), with a Cronbach's ${\alpha}$ value of 0.932. The reliability and validity of the Korean version of the SEIEL was identified in this study. This tool can be helpful in measuring the effectiveness of IPE in Korea.

팬데믹 상황의 중국인 유학생 뉴스 토픽에 대한 탐색적 분석 (An Exploratory Analysis of Korean News Topics of Chinese Students in Pandemic)

  • 최숙;김현미
    • 한국콘텐츠학회논문지
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    • 제21권6호
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    • pp.218-227
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    • 2021
  • 본 연구는 국내에서 유학생들의 현황에 대한 통계 결과를 공시하기 시작한 2004년부터 16년 간 중국인 유학생 관련 뉴스 데이터를 수집하였으며, 그 중 코로나19 확산이 심화되어 팬데믹 상황으로 정의되는 2020년의 뉴스데이터를 선별하여 LDA 분석을 통해 최적 토픽 11개를 도출하여 연간 주요 사건들과의 관계를 중심으로 탐색적 차원에서 분석하였다. 분석 결과, 2020년 중국인 유학생에 대한 뉴스는 코로나바이러스 상황에 대한 이슈에만 집중적으로 연결하여 보도하는 경향이 있었으며 감염 확산의 원인 관련어 등 부정적인 이슈와 연결되어 있음을 확인하였다. 국민들의 소통을 매개하는 언론에서 외국인 혐오 담론과 중국인 유학생 보도가 무관하지 않다는 점에서 팬데믹 상황 속 외국인에 대한 혐오가 팽배한 오늘날 국민 간 소통을 매개하는 언론이 중국인 유학생에 대한 보도 방향에 신중할 필요가 있음을 밝혔다.

치과위생사의 직무만족에 관한 측정도구 개발 (Development of job satisfaction scale for dental hygienist)

  • 박지현;임순연
    • 한국치위생학회지
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    • 제20권6호
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    • pp.913-924
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    • 2020
  • Objectives: This study was conducted to develop a dental hygienist's job satisfaction scale and to evaluate its validity and reliability. Methods: A total of 34 preliminary questions were composed based on the components commonly defined in previous studies and in-depth interviews. Results: The results of the study were practice activity, professional satisfaction, income, working conditions, patient relations, and co-worker relations using the exploratory factor analysis. Goodness of fit of the model assessed using confirmatory factor analysis generally met the criteria. On verification of the internal consistency, the Cronbach's alpha for the factors were as follows: 0.821 for practice activity, 0.822 for professional satisfaction, 0.847 for income, 0.765 for working condition, 0.743 for patient relations, and 0.747 for co-worker relations, which implied that the measurement tool was reliable. Through exploratory and confirmatory factor analyses, a total of 24 items for six factors: six items for practice activity factors, four items for professional satisfaction, three items for income, four items for working conditions, three items for patient relationships, and three items for coworker relations. Conclusions: Based on the aforementioned results, the validity and reliability of the dental hygienist's job satisfaction measurement tool were satisfactory. Thus, it may be used for assessing the job satisfaction of the dental hygienists in future.

중소·중견 제조기업 RPA 도입을 위한 사례 탐색 연구 (An Exploratory Case Study on RPA Introduction for Manufacturing SMEs)

  • 강영식;심선영
    • 한국정보시스템학회지:정보시스템연구
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    • 제31권1호
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    • pp.25-58
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    • 2022
  • Purpose The purpose of this study is to analyzes the RPA fitting processes by the casese of manufacturing SMEs(Small and Medium-sized Enterprises) in an exploraty approach. Based on the findings on the RPA fitting processes, we intend to provide a cornerstone for developing a general-purpose RPA introduction model in the future. Design/methodology/approach In this study, empirical cases of RPA fitting processes were analyzed based on interviews with project managers of specialized IT suppliers in charge of RPA development and managers of IT departments of manufacturing SMEs that actually introduced RPA. In order to explore various RPA fitting process in the manufacturing value chain, a total of 7 manufacturing SMEs were interviewed, ranging from companies using a legacy system to companies without a legacy system. Over the primary and secondary activity processes, the details of RPA processes were analyzed in the steps of 'Frequency Identification, Input Processing, Source Identification, Inquiry and Processing, Information Registration, Result Reporting'. Findings From the analysis, we derived some exploratory results that the processes over 0.25 FTE and related with many suppliers and clients are fitting for RPA introduction in manufacturing SMEs Our results will provide basic data for the development of the future general-purpose RPA introduction model for manufacturing SMEs, providing practical reference for RPA introduction.