• 제목/요약/키워드: Bartlett factor

검색결과 27건 처리시간 0.029초

Revisiting Prediction Tools for Daylight Adequacy and Its Potential Improvement

  • Kim, Dong Hyun
    • KIEAE Journal
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    • 제17권3호
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    • pp.35-44
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    • 2017
  • Purpose: This study questioned the efficiency of daylight factor as a daylight adequacy and investigated a method of how to complement its weakness by considering a direct sunlight component under a clear sky condition. Method: The Snowdon visitor centre cafe was chosen as a case study building and various techniques such as BRE formula, BRE sky protractor, Pilkington dot diagram and mock-upscale model under the artificial sky simulator were used to analyse and compare daylight factor values. An analysis of direct sunlight component under the clear sky condition was carried out by Climate Consultant 5.5, sun path diagram, and the artificial sky simulator. Result: The result of daylight factor analysis differed by the adopted techniques and it was also contradictory to the results on a direct sunlight penetration. The result not only showed the limitation of daylight factor as a metric but also suggested an improvement by combining it with direct sunlight analysis. The techniques used in this study had a merit of being applied in the early design stage and thus be beneficial to many design professions in order for early daylight performance analysis.

Measuring health activation among foreign students in South Korea: initial evaluation of the feasibility, dimensionality, and reliability of the Consumer Health Activation Index (CHAI)

  • Park, MJ;Jung, Hun Sik
    • International Journal of Advanced Culture Technology
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    • 제8권3호
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    • pp.192-197
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    • 2020
  • Foreign students in South Korea face important challenges when they try to maintain their health. As a measure of their motivation to actively build skills for overcoming those challenges, we evaluated the 10-item Consumer Health Activation Index (CHAI), testing its feasibility, dimensionality, and reliability. There were no missing data, there was no floor effect, and for the total scores the ceiling effect was trivial (< 2%). Results of the Kaiser-Meyer-Olkin test and Bartlett's test of sphericity indicated that the data were suitable for the detection of structure by factor analysis. The results of parallel analysis and the shape of the scree plot supported a two-factor solution. One factor had 3 items concerning "my doctor" and the other factor had the 7 remaining items. Reliability was high for the 10-item CHAI (alpha = 0.856), for the 3-item subscale (alpha = 0.838), and for the 7-item subscale (alpha = 0.857). Reliability could not be improved by deletion of any items. Use of the CHAI to gather data from these foreign students is feasible, and reliable results can be obtained whether one uses the total score from all 10 items or scores from the proposed 7-item and 3-item subscales.

Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle

  • Kern, Elisandra Lurdes;Cobuci, Jaime Araujo;Costa, Claudio Napolis;Pimentel, Concepta Margaret McManus
    • Asian-Australasian Journal of Animal Sciences
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    • 제27권6호
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    • pp.784-790
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    • 2014
  • In this study we aimed to evaluate the reduction in dimensionality of 20 linear type traits and more final score in 14,943 Holstein cows in Brazil using factor analysis, and indicate their relationship with longevity and 305 d first lactation milk production. Low partial correlations (-0.19 to 0.38), the medium to high Kaiser sampling mean (0.79) and the significance of the Bartlett sphericity test (p<0.001), indicated correlations between type traits and the suitability of these data for a factor analysis, after the elimination of seven traits. Two factors had autovalues greater than one. The first included width and height of posterior udder, udder texture, udder cleft, loin strength, bone quality and final score. The second included stature, top line, chest width, body depth, fore udder attachment, angularity and final score. The linear regression of the factors on several measures of longevity and 305 d milk production showed that selection considering only the first factor should lead to improvements in longevity and 305 milk production.

기후변화 영향을 고려한 포아송 클러스터 가상강우생성모형 개발 및 검증 (Development of Poisson cluster generation model considering the climate change effects)

  • 박현진;한재문;김종호;김동균
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.189-189
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    • 2015
  • 본 연구는 기후변화의 영향을 고려한 포아송 강우생성모형의 일종인 MBLRP(Modified Bartlett-Lewis Rectangular Pulse)를 개발하고, 대한민국 주요 도시에 대해 향후 100년간 강우의 변화를 살펴보았다. 기존 MBLRP 모형에서 기후변화에 따른 강우량 변화를 고려할 수 있도록 GCM 모형의 강우 자료를 활용하였고, GCM 모형으로부터 발생하는 불확실성을 고려하기 위해 IPCC의 RCP(Representative Concentration Pathways) 시나리오를 모의한 16개의 GCM 모형을 사용하였다. 2007년부터 2099년까지의 미래기간을 3개의 시 구간으로 구분하고, 16개 GCM 앙상블을 사용하여 미래기간 동안 대한민국 16개 도시에 대해 1000개의 샘플을 BWA 방법을 이용하여 생성하였다. 제어기간(1973-2005) 대비 미래기간(2007-2099)의 변화율을 나타내는 FOC(factor of change)와 온도의 연별 변화율을 나타내는 SF(scaling factor)의 개념을 결합하여 미래기간에 대한 CF(correction factor)를 산정하였다. 이때 CF는 16개 도시의 연 단위 강우량 변화 비율을 월별로 나타내며, 제어기간의 월 강우 관측치와 CF를 몬테카를로 모의를 실시하여 미래기간의 강우 시나리오를 산정한다. 이를 통해 월 평균 강우량 통계치를 연 단위로 얻을 수 있으며, 월 평균 강우량이 월 평균 분산, 무강우확률, 자기상관계수와 가지는 선형 관계를 통해 강우 통계치를 산출한다. 이와 같은 강우 통계치는 가상강우생성모형인 MBLRP 모형에 입력 자료로 활용되어 월 강우량을 시 단위의 강우 시계열 자료로 생성해낸다. 최종적으로 MBLRP 모형으로 산정된 시 단위 강우 시계열은 기후변화 영향을 고려한 GCMs 앙상블로 생성된 강우 시나리오를 기반으로 산출되기 때문에 향후 수자원 분석에 활용 가능할 것이라 기대된다.

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대학생 일상생활 스트레스 측정 도구의 타당도와 신뢰도 (Validity and Reliability of Daily Life Stress Scale for College Students)

  • 박정혜;강세원
    • 한국산학기술학회논문지
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    • 제22권5호
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    • pp.423-432
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    • 2021
  • 본 연구의 목적은 대학생의 일상에서 발생할 수 있는 부정적 생활사건에 대해 개인의 인지된 스트레스 수준을 측정하는 도구를 개발하고, 타당도와 신뢰도를 검증하는 것이다. 도구 개발과정은 DeVellis의 도구 개발 단계와 지침에 따라 수행하였다. 도구의 타당도와 신뢰도 검증을 위해, 2020년 일 대학 재학생 1,242명에게 수집된 자료를 무작위로 2개(A, B) 그룹으로 나누어 분석하였다. A그룹의 표본 (N=620)으로 문항검사, 탐색적 요인분석, 다특성-다방법 행렬, 준거 타당도, 신뢰도를 검증한 후 B그룹의 표본(N=622)으로 확인적 요인분석과 신뢰도 재검증을 수행하였다. 그 결과, 33문항, 8개 하위요인의 최종 도구가 개발되었다. 최종 도구의 탐색적 요인분석 결과, KMO 값은 0.92, Bartlett의 구형성 검정 결과는 유의하였고(χ2=12532.42, p<.001), 초기 고유값 1.0 이상인 요인수는 8개, 누적 요인적재량은 71.5%, 각 문항의 공통성은 0.56 이상이었다. 신뢰도 검증에서도 도구 전체의 신뢰도는 Cronbach's alpha 0.94, 요인별로는 0.78~0.90이었다. 확인적 요인분석과 신뢰도 재검증에서도 유사한 결과가 도출되었다. 그러므로 본 연구에서 개발한 도구를 대학생의 일상 스트레스 수준 측정에 유용하게 사용할 것을 제안한다.

역경지수(Adversity Quotient Profile) 도구의 타당성 및 신뢰성 검증 -종합병원 간호사 중심으로- (Validity and Reliability of Adversity Quotient Profile for Measuring Overcoming of Adversity among Nurses in Korea)

  • 안지연;우해영;송정희;김혜진
    • 한국산학기술학회논문지
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    • 제15권4호
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    • pp.2285-2294
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    • 2014
  • AQP는 Stoltz(1997)가 개발한 역경지수 측정도구로 본 연구의 목적은 AQP의 신뢰도 및 타당도를 검증하는데 있다. 연구방법은 방법론적 연구로 상급종합병원 간호사(297명) 대상으로 2013년 8월~10월까지 자료수집을 실시하였다. 준거도구로 Wagnild와 Young(1993)의 Resilience Scale을 이용하였고, 분석방법으로 Cronbach's alpha 계수, item total correlation계수, 요인분석, 상관관계분석, ANOVA test가 실시되었다. 연구결과, 전체 20문항의 Cronbach's ${\alpha}$는 .840으로 나타났으며 KMO 값(.804)과 Bartlett's test of sphericity 결과(${\chi}^2$=2271.915, p=.000)에서 통계적 유의성을 보였다. 요인 추출 결과, 4개가 추출되었고, 총 누적 변량은 56.256%였고 제1요인(개인의 통제력) 10.7%, 제2요인(개인의 주도성) 13.7%, 제3요인(상황의 영향범위) 17.4%, 제4요인(상황의 지속성)이 14.9%의 설명력을 보였다. 준거타당도 검증에서 준거도구와 양의 상관관계가 나타났다. 개인의 역경 극복력을 측정하는데 있어서 AQP가 보다 유용하게 활용될 수 있을 것으로 기대해본다.

전남 동부권 패밀리레스토랑 음식서비스질과 만족의 관계에 미치는 가치의 조절효과 (Moderating Effect of Value on Relationship between Foodservice Quality and Satisfaction at Family Restaurant in the Eastern Part of Chonnam)

  • 강종헌;이준호
    • 한국식품조리과학회지
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    • 제20권6호
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    • pp.581-588
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    • 2004
  • The purpose of this study was to test the moderating effect of value on relationship between foodservice quality and satisfaction in family restaurant. Accordingly, this study surveyed by questionnaire concerning 18 items of foodservice quality, 1 item of overall satisfaction, 1 item of value as well as respondents' characteristics. The result of this study were as follows. KMO and Bartlett's test statistics showed that the data fitted factor analysis well. Results of factor analysis, average variance extracted estimates and shared variance showed that the convergent and discriminant validitys of 4 factors were supported, and cronbach's alpha showed that the internal consistency of 4 factors was supported. It was found that satisfaction was influenced by the interaction between 4 factors of service quality and value rather than by either service quality or value directly. Finally, The results indicated that high level of service quality might not lead customer satisfaction because of moderating effect of value.

패스트푸드점에서 대학생들의 행동의도에 미치는 음식서비스 불평처리의 영향 평가 (Measuring the Effect of Foodservice Related Complaint Handling on University Students' Behavioral Intent in Fast Food Restaurant)

  • 강종헌;정항진
    • 한국식품조리과학회지
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    • 제19권6호
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    • pp.745-752
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    • 2003
  • The aim of this study was to test the behavioral intent-based model of the foodservice related complaint handling. Accordingly, this study examined the effects of complaint handling on the university students' behaviort based on the word-of-mouth intent and repurchase intent. The findings from this study were as follows. KMO and Bartlett's test statistics showed the data fit factor analysis. The factor loadings, eigenvalues, % of variance, and communalities showed that the convergent validity was supported, the average variance extracted estimates and shared variance showed that the discriminant validity is supported, and composite alpha showed that the internal consistency was supported. It was found that some of main effects on the word-of-mouth intent and the repurchase intent were significant. It was found that some of interactional effects of the complaint type, the degree of correction effort, and the satisfaction with the complaint handling were significant. Overall, the results provide some insights into the types of foodservice related complaint handling strategies or the tactics that can be effectively employed by operators who manage complaint handling for customers dining at fast food restaurants.

한국어판 '암 환자가 인식하는 간호의 질 측정도구'의 타당도와 신뢰도 (Validity and Reliability Test of the Korean Version of the Oncology Patients' Perception of the Quality of Nursing Care Scale)

  • 강지영;강혜영;김나년;이미정;김유진;김주현;여수정;서윤예;서은영
    • 성인간호학회지
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    • 제28권2호
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    • pp.191-201
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    • 2016
  • Purpose: The purpose of this methodological study was to examine the validity and reliability of a translated Korean version of The Oncology Patients' Perception of the Quality of Nursing Care Scale. Methods: The translated scale was pilot tested and then administered to 360 patients with cancer. Exploratory and confirmatory factor analyses were utilized to assess the factor structure. Internal consistency reliability was determined using coefficient ${\alpha}$. Results: Two of the 40 items were deleted with a principal component method of exploratory factor analysis because they did not meet the factor-loading criterion. The 38 items were again analyzed and, four factors were validated (KMO=.96, Bartlett ${\chi}^2=10809.81$, df=780, p<.001). The four factors accounted for 60.9% of the variance. Factor loadings of the scale on the four subscales ranged from .65 to .91. The scale showed reliable internal consistency with a Cronbach's ${\alpha}$, total 38 items (${\alpha}=.96$) in four subscales: individualization (18 items, ${\alpha}=.96$), proficiency (10, .91), responsiveness (7, .90), and coordination (3, .80). Conclusion: The findings of this study demonstrate that the scale has satisfactory construct validity and reliability to measure quality of cancer nursing care from the patient's perspective in Korea.

한국어판 플러턴 어드밴스드 균형 척도의 신뢰도와 타당도 연구 (Reliability and Validity Study on the Korean Version of the Fullerton Advanced Balance Scale)

  • 김경모
    • 한국전문물리치료학회지
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    • 제23권1호
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    • pp.31-37
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    • 2016
  • Background: The assessment tool developed in other countries should be translated into Korean language using rigorous methodological approaches in order to be used in Korea. Because these procedures are insufficient for establishing the cross-cultural and linguistic equivalence, the need for statistical methods is raised. The Fullerton Advanced Balance Scale was translated into Korean and the content validity was verified through the back translation method, but the reliability and validity have not yet been proven by statistical methods. Objects: The purpose of this study was to investigate the reliability and validity of the Korean version of the Fullerton Advanced Balance Scale (KFAB) by statistical methods in elderly people. Methods: A total of 97 elderly adults (39 males and 58 females) participated in this study. Internal consistency of the KFAB was measured using Cronbach's alpha and an intraclass correlation coefficient (ICC) was used to assess test-retest reliability between the two measurement sessions. Concurrent validity was measured by comparing the KFAB responses with the Korean version of the Berg Balance Scale (KBBS) using the Spearman correlation coefficient. Construct validity of the KFAB was measured using the exploratory factor analysis to evaluate the unidimensionality of the questionnaire. The significance level was set at ${\alpha}=.05$. Results: The internal consistency of the KFAB was found be adequate with Cronbach's alpha (.96), and test-retest reliability was excellent as evidenced by the high ICC (r=.996). Concurrent validity showed high correlation between the KFAB and KBBS (r=.89, p<.001). Construct validity was evaluated using exploratory factor analysis. The result from Bartlett test of sphericity was statistically significant (p<.001), and the value of Kaiser-Meyer-Olkin measure of sampling adequacy was .93. Exploratory factor analysis revealed the existence of only one dominant factor that explained 76.43% of the variance. Conclusion: The KFAB is a reliable, valid and appropriate tool for measuring the balance functions in elderly people.