• 제목/요약/키워드: Explorative factor analysis

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119 구급대원의 폭력대응 시 부담감에 대한 탐색적 요인분석 (An exploratory factor analysis on the burden of responding to violence: data obtained from 119 emergency medical technicians)

  • 이가연;최은숙
    • 한국응급구조학회지
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    • 제26권3호
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    • pp.7-19
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    • 2022
  • Purpose: The purpose of this study was to confirm the exploratory factor analysis and reliability analysis of the burden of 119 emergency medical technicians. Methods: The data collection period was from November 2, 2022 to November 6, 2022. This study had 316 subjects, and the collected data were analyzed using exploratory factor analysis and Cronbach's α coefficient using IBM SPSS statistics 27.0. Results: The reliability was .924. The exploratory factor analysis yielded the following information: the first factor was lack of violence policy, the second factor was conflict between the organization and the paramedics, the third factor was lack of psychological support, and the fourth factor was lack of education and communication. The explanation power of 4 factors was 54.31%. Conclusion: This study is significant as it performs exploratory factor analysis as a preliminary step in the development of a burden measurement tool.

시설 노인의 건강보존에 관한 도구 개발 (Scale Development on Health Conservation of the Institutionalized Elderly)

  • 성기월
    • 대한간호학회지
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    • 제35권1호
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    • pp.113-124
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    • 2005
  • Purpose: The purpose of this study was to develop a health conservation scale with high validity and reliability for institutionalized elderly. Method: The process of development of this scale was as follows. A conceptual framework composed of 4 phases of health conservation of institutionalized elderly was identified based on the literature review with elderlies and discussions with experts in health conservation. A total of 75 items, on a 4-point scale were developed. Through reliability testing and factor analysis, 57 preliminary items were selected. By means of internal consistency of the 57 items, 18 items whose inner-items correlation coefficient was below .40 were deleted. Through factor analysis, 2 items whose factor loading was below .40 were deleted. Finally 37 items remained. To verity the 37 items, factor analysis, reliability testing, and correlation was done. Data were collected from 207 institutionalized elderly subjects in Daegu, Kyungpook, Busan, and KyungNam Province from August. 2003 to February. 2004. Result: In the result of factor analysis of the 37 items, 4 factors were extracted. These factors were labeled as ‘personal integrity’, ‘conservation of energy', ‘structural integrity’, and ‘social integrity'. These factors included 4 phases of health conservation. Cronbach's Alpha of 37 the items was .9424 and the correlation coefficient of HPLP was .723. Conclusion: The researchers recommend the following: An explorative study on the variables related to health conservation is needed for criterion validity of this scale. Studies on health conservation of different age groups, and subjects are needed for verification.

노인의 생의 의미 측정 도구 개발 (Development of Elderly Meaning in Life (EMIL) Scale)

  • 최순옥;김숙남;신경일;이정지;정유진
    • 대한간호학회지
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    • 제33권3호
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    • pp.414-424
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    • 2003
  • Purpose: The purpose of this study was to develop elderly meaning in life scale with high validity and reliability. Method: The process of development of this scale were as follows. A conceptual framework composed of 4 phases of meaning in life of elderly was identified based on the literature review and interviews with elderlies and discussion with experts in meaning in life. Total 62 items, 4-points scale were developed. Through reliability testing, factor analysis, 40 preliminary items were selected. By means of internal consistency of 40 items, 2 items whose inner-items correlation coefficient was below .30 were deleted. Through factor analysis 1 item whose factor loading was below .30 was deleted. Finally 37 items were remained. To verify 37 items, factor analysis, reliability testing, LISEREL were done. Data were collected from 320 elderly subjects in Busan-KyungNam and Jeonla Province from May to June in 2002. SPSS WIN. 10.0 Program was used. Result: The result of factor analysis of 37 items, 8 factors were extracted. These factors were labeled as ‘self- awareness and self-acceptance’, ‘contentedness with life’, ‘purpose in life’, ‘love in family’, ‘role awareness’, ‘futuristic aspiration’, ‘commitment’, and ‘experience of love’. These factors included 4 phases of the meaning in life. Cronbach's Alpha of 37 items was .908 and correlation coefficient of PIL was .75. Conclusion: The researchers recommend the follows: The explorative study on the variables related to meaning in life are needed for criterion validity of this scale. The studies on meaning in life of different age groups, subjects are needed for reverification.

온라인 게임사이트 성공요인에 관한 연구 (Towards the Determinants of On-Line Game Sites)

  • 손달호;장경호
    • 한국정보시스템학회지:정보시스템연구
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    • 제20권4호
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    • pp.73-101
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    • 2011
  • This study tried to find the source of the success of on-line game sites and the way how the absorption and the satisfaction would have the relationship with the intention-to-use of on-line game sites. The primary purpose of this study is to establish the empirical model on the determinants of on-line game sites. The research model of this study will have insights which are trigger to the higher dimensions on the model and to the importance of the evaluation criterions of game sites. The suggestions of the study are as follows. First, the precedent factors of research model were tested for the commonality with explorative factor analysis and then tried the confirmative factor analysis. Thus, the determinants in this model will be used for further study without an evaluation. Second, the factors which have a most significant effect on the mediating factor like the absorption are a skill of user and an activity of community. Furthermore, the information quality of game sites was most significant in the satisfaction of user. Third, the most factors which included in the research model were significant to intention-to-use, however, the system quality did negatively significant.

한국형 성인 ADHD 평가척도 개발 연구 (Development of Korean Adult ADHD Rating Scale)

  • 강태웅;김재원;반건호;송숙형;김준원;김지훈;김윤정;김의정;김태호;양수진;양재원;이소영;박준호;최지욱;한덕현
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제26권4호
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    • pp.295-310
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    • 2015
  • Objectives : Symptoms of attention-deficit hyperactivity disorder (ADHD) during childhood may persist into adulthood. This study included the development and validation process of the Korean Adult ADHD Rating Scale (K-AARS), which was developed for screening and monitoring treatment of adults with ADHD. Methods : Preliminary questionnaires of the K-AARS were based on the reviews of previous adult ADHD scales and clinical experiences of the board certified child and adolescent psychiatrists in Korea. For this study, 136 adults (18-50 years old) with inattention, hyperactivity and/or impulsivity symptoms were enrolled as ADHD subjects, and compared with 406 control subjects (18-50 years old) without ADHD symptoms. Construct validity was examined using explorative factor analysis and Cronbach's alpha to obtain internal reliability coefficients. Concurrent validity was evaluated by comparison with the Conners' Adult ADHD Rating Scale (CAARS). Results : An explorative factor analysis showed that the K-AARS had 8 factors (inattention, hyperactivity, impulsivity, antisocial personality disorder/conduct disorder/oppositional defiant disorder, impairment, driving, emotional dysregulation, disorganization). K-AARS was highly reliable in terms of internal consistency (Cronbach's alpha 0.77-0.95) and correlation between factors (0.57-0.86). Concurrent validity with the CAARS and discriminant validity were statistically significant. Conclusion : The K-AARS is a valid and reliable measure for assessment of Korean adults with ADHD.

장애 정체감 척도의 Rasch 모형 적용 (Rasch Rating Scale Modeling of the Disability Identity Scale)

  • 이익섭;홍세희;신은경
    • 한국사회복지학
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    • 제59권4호
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    • pp.273-296
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    • 2007
  • 본 연구는 장애정체감을 평가하는 도구로 개발된 23문항의 척도를 Rasch 모형을 적용하여 문항을 재구성한 연구이다. 척수손상 장애인 397명을 대상으로 개발한 장애정체감 척도(이익섭 신은경, 2006)는 요인분석으로 타당도를 검증한 것으로 문항의 적합도나 난이도 및 응답범주의 적절성을 평가하지는 못하였다. 본 연구에서는 요인분석 절차에서 파생될 수 있는 한계를 보완하고자 문항반응이론(item response theory)의 하나인 Rasch 모형을 각 하위차원별로 적용하여 장애정체감 척도를 재검토하였다. 결과로는 4개차원의 20문항으로 축소되는 것이 문항의 적합도가 높은 것으로 나타났으며, 문항의 난이도 측면에서는 평균수준의 문항이 많은 것으로 드러났다. 응답범주는 4점 척도가 적절했다고 평가되었다. 이러한 척도의 재구성을 통하여 장애정체감의 문항 적합도와 난이도 및 응답범주의 적절성을 객관적으로 평가할 수 있었다.

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보육교사-학부모 간 의사소통 어려움과 직무만족도가 보육교사의 정서노동에 미치는 영향 (The Effects of Child-care Teachers' Communication Difficulty with Parents and Their Job Satisfaction on Emotional Labor of Child-care Teachers)

  • 정선영;조안나
    • 한국보육지원학회지
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    • 제15권5호
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    • pp.87-111
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    • 2019
  • Objective: The purpose of this study is to investigate the effect of the level of communication difficulty between child-care teachers and parents and teachers' job satisfaction on teacher's emotional labor. Methods: The data of 137 questionnaires collected in Y city, Gyeongggi-do were analyzed. The respondents of the questionnaires were teachers of 0-5 year old children. Statistical analyses were performed using frequency analysis, explorative factor analysis, independent t-test, One-way ANOVA, and multiple regression analysis at the p < .05 by SPSS 24.0 program. Results: First, there was no statistically significant difference on child-care teachers' communication difficulties with parents by sociological variables of child-care teachers. Second, there was no statistically significant difference on teachers' job satisfaction by sociological variables of child-care teachers. However, there were significant differences on the sub-factors of job satisfaction by teaching careers, types of workplace, and marital status. Third, these two factors were found to be important predictors of child-care teachers' emotional labor. Conclusion/Implications: In order to reduce the emotional labor experienced by child-care teachers in early childhood care settings, it will be necessary to pursue a multi-faceted approach to improving the working environment.

靑少年의 海洋에 관한 關心度의 分析的 硏究 (A Study on Analyzing the Interest of the Youth to the Sea)

  • 최종문;박창호;이철영
    • 한국항해학회지
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    • 제16권1호
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    • pp.77-91
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    • 1992
  • How does the youth feel the sea affairs\ulcorner Concerning this question, this paper aims to measure the images of the youth toward the sea affairs - the sea, the ship and the seafarer and to examined the above subject. As sample 3, 250 students of middle and high school were selected by considering geographical environment. The data obtained using Semantic Differential Method were analyzed by principal component analysis, and the obtained factor scores were examined the significance of difference between sex, age and geographical environment. By introducing the principal component analysis, the authors extracted from each of the images, that is, factors of dynamics and affection to the image on these a and the former the factors and pleasure on the ship, and also the former two factors and factor of professional evaluation on the seafarer, The following results are obtained. 1) In the image of the sea, dynamic image of the student in high school were higher than the of the student in middle school in spite of geographic environment and affective image were opposite. 2) In the images of the ship, affective image of the student in middle school and high school in inland were high than the of the male and female student in near the sea. And also, male female students in middle school and male student s in high school of inland showed the highest score to the pleasure image. 3) In the image of the seafare, professional evaluation of the female student in middle school were higher than the others, but the students in high school showed the highest score to dynamic image. Especially, in the case of the majority of students in high school living in the city or town near the, their images of the seafarer were not so good in spite of their explorative experiences about the sea affairs.

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장애인 임금근로자의 직무적합, 직무만족, 직무몰입이 생활만족도에 미치는 영향에 대한 경로분석 (A Study on the Job Satisfaction of Wage Workers with Disabilities: Focusing on the Paths of Job Engagement)

  • 이종정;정재엽;이달엽
    • 재활복지
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    • 제22권3호
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    • pp.41-68
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    • 2018
  • 본 연구는 장애인 임금근로자의 생활만족도를 높이기 위한 방안을 마련하고자 직무적합, 직무만족, 직무몰입이 생활만족도에 미치는 영향을 살펴보고, 생활만족도와의 인과적 관계에 대해 경로분석을 통해 검증한다. 본 연구는 장애인고용패널 8차년도 데이터를 사용하였고, 임금근로자 805명을 대상으로 분석했다. 연구결과, 첫째, 직무적합은 생활만족도에 있어 인간관계만족도와 물질환경만족도 요인에 직접적인 영향을 미치지 않았지만, 직무만족과 직무몰입은 영향을 미치는 것으로 나타났다. 둘째, 직무만족이 인간관계만족도와 물질환경만족도에 이르는 경로에서 직무몰입이 부분 매개효과가 있는 것으로 나타났다. 셋째, 직무적합이 인간관계만족도와 물질환경만족도에 이르는 경로에서 직무만족과 직무몰입은 완전 매개효과가 있는 것으로 나타났다. 그리고 이 경로에서 직무만족과 직무몰입이 이중 매개효과를 보이는 것으로 확인되었다. 이러한 결과를 가지고 직업재활상담의 방향성과 실천적 방안들을 논의하였다.

사상소화기능검사의 개정 및 임상 타당화 연구 (Study on the Revision and Clinical Validation of the Sasang Digestive Function Inventory)

  • 이용재;이슬;김소형;이정윤;채한
    • 사상체질의학회지
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    • 제33권3호
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    • pp.54-71
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    • 2021
  • Objectives The purpose of this study was to revise Sasang Digestive Function Inventory (SDFI) and improve its validity and reliability using clinical data. Methods The Sasang type and Cold-Heat pattern differentiation by certified clinical specialist and responses to SDFI items were acquired from 419 hospital patients. The revision of SDFI was performed using item analysis and Explorative Factor Analysis (EFA). Furthermore, the validity and reliability of the revised SDFI (rSDFI) were investigated using Confirmatory Factor Analysis (CFA), Internal Consistency and Item Response Theory (IRT). And, clinical significance of the rSDFI was examined for the differentiation of Sasang types and Cold-Heat patterns. Results The number of the SDFI items were modified from 21 to 15. And, the validity and reliability of the rSDFI subscale structure were found to be acceptable. The scores of rSDFI-total and rSDFI-E significantly decreased in the order of Tae-Eum (TE), So-Yang (SY), So-Eum (SE) types, and the rSDFI score of SE type was significantly lower than that of TE and SY types. The rSDFI-total score could differentiate Cold-Heat pattern in both SY and SE types. And the difference of digestive function between Cold and Heat pattern of SE type could be explained with the rSDFI-D score. The rSDFI-total score in Cold pattern significantly decreased in the order of TE, SY, and SE types, and the rSDFI-total score of TE type is significantly higher than that of SE type in Heat pattern. Conclusions Current results demonstrated the reliability, validity and clinical usefulness of the rSDFI in clinical patients. Therefore, rSDFI can be utilized as an objective clinical measure supporting the differential diagnosis of Sasang typology.