• 제목/요약/키워드: exploratory correlation analysis

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한국어 버전 청소년의 체중 관련 삶의 질 측정도구의 신뢰도와 타당도 검증 (Reliability and Validity of The Korean Version Scale of Impact of Weight on Quality of Life in $Kids^{(C)}$)

  • 김정현;천성수;최한식
    • 한국학교ㆍ지역보건교육학회지
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    • 제15권3호
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    • pp.105-125
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    • 2014
  • Background: The purpose of this study was to evaluate reliability and validity of a 27-item Korean Version of the Impact of Weight on Quality of Life in adolescents ($IWQOL-Kids^{(C)}$: Korean Version). Methods: This instrument was administered to 872 adolescents (mean z-BMI: 2.61, mean $age{\pm}SD$: $13.9{\pm}1.2$, male: 51.9%). Reliability was tested by internal consistency method and item analysis, validity test was performed by index of content validity, exploratory factor analysis, confirmatory factor analysis and concurrent validity. Sensitivity was tested by ANOVA and t-test. Analyses were performed using SPSS and Amos 18.0. Results: By an exploratory factor analysis, 4 factors were extracted; 'Body esteem' consisted of 9 items with 35.9% of variance (social life: 6 items, 10.23%, physical comfort: 6 items, 8.21%, family relations: 6 items, 7.0%). Four factors explained 61.34% of total variance. Internal consistency coefficients ranged from .766 to .929 for scales on 27 items and equal to .920 for total score for both the 26-item and 27-item tools. A confirmatory factor analysis was conducted for the convergent validity and discriminant validity. The standardized factor loadings to test the convergent validity showed more than .5(C.R<1.965) on all paths after deletion of item PC1 (avoid stairs). The average variances extracted were more than .50 and the construct reliabilities were more than .70. The average variances extracted were stronger than the squares of correlation coefficient of inter-latent variables. Conclusions: These results support that the $IWQOL-Kids^{(C)}$: Korean Version with a 26-item is a reliable and valid tool in Korean obese adolescents.

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재활병원 종사자들의 스포츠 참여 활동과 직무만족도에 관한 연구 (The Effects of Participation in Sporting Activities on Job Satisfaction in Rehabilitation Hospital Workers)

  • 문경민;이현수
    • 재활복지
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    • 제22권4호
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    • pp.59-81
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    • 2018
  • 본 연구는 재활병원에 종사하는 종사자를 대상으로 직무만족도 분석을 하여 스포츠 활동의 참여가 직무에 어떠한 영향을 미치는지 알아보기 위한 것이다. 이를 위해 2015년 4월부터 5월까지 8개의 부산광역시 재활병원소속 간호사, 간호조무사, 물리치료사, 작업치료사, 행정직으로 종사자를 선정 후, 400부의 설문지를 배포하여 분석하였다. 분석방법으로 t-검정, 빈도분석(frequency analysis), 탐색적 요인분석(exploratory factor analysis)과 Cronbach's ${\alpha}$분석, 일원배치 분산분석(one-way ANOVA), 사후검증(Duncan)을 실시하였고, 상관관계(correlation analysis)와 회귀분석(regression analysis)을 이용하였다. 연구결과는 다음과 같다. 스포츠 활동 참여 형태에 따른 직무만족도 차이 검정 결과 운동시간, 운동빈도, 운동종목 그리고 운동기간 등 모든 요소에서 유의한 차이가 나타났고 운동시간과 운동빈도가 많고 운동경력이 높을수록, 운동종목의 경우 아쿠아로빅과 에어로빅 종목을 참여하였을 때 직무만족도가 높아진 것으로 분석되었고, 회귀분석 결과에서는 직무만족도 하위 5개 요인 중 자기평가성, 이직성향, 직무몰입 그리고 직무만족에서 정의 영향을 미치는 것으로 나타났고 참여빈도에서는 유의한 차이가 나타나지 않았으며 참여빈도에서는 부의 영향을 미치는 것으로 나타났다. 결론적으로 스포츠 활동참여가 재활병원 종사자들의 직무만족도에 긍정적인 영향을 미치는 것으로 나타났고, 본 연구를 종합적으로 분석해 볼 때, 재활병원 내 직원 구성원들의 스포츠 동호회 활동과 체육시설 설치 그리고 운동시간에 대한 할애 등 지원을 통해 업무능률 향상과 활기찬 직장 분위기를 만들 수 있으므로 적극적으로 스포츠 활동을 장려해야 할 것으로 사료된다.

소비자의 내적 특성이 의복충동구매행동에 미치는 영향 -감각추구성향, 의복탐색행동, 점포유형을 중심으로- (The Effects of Consumers Psychological Characteristics on the Impulse Buying Behaviors of Apparels)

  • 강은미;박은주
    • 한국의류학회지
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    • 제25권3호
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    • pp.586-597
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    • 2001
  • EThe purpose of this study was to investigate the relationships of consumers psychological characteristics, store types and impulse buying behaviors of apparels. We collected data from 469 consumers of women college student living in Pusan and analysed by factor analysis, frequency analysis, correlation analysis, t-test and $\chi$$^2$-test. The results were as follows: First, The sensation seeking tendency consisted of the Change seeking, Risk seeking, Artistic seeking, Curiosity seeking and Unusual seeking. The exploratory behavior of apparels were divided into six factors; Particularity exploration, Innovation exploration, Store exploration, Brand royalty exploration, interpersonal exploration and brand-seeking exploration. Second, In comparison with the unimpulse-buying group, the impulse-buying group intended more then Change seeking, when apparel explored, Particularity exploration, Innovation exploration and Brand exploration. Impulse-buying group preferred the department store, unimpulse-buying group did the specialty store.

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우리나라 초등학생용 NEP Scale의 타당화 (The Validation of NEP Scale for Elementary School Students in Korea)

  • 금지헌;김진모
    • 한국환경교육학회지:환경교육
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    • 제22권4호
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    • pp.40-52
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    • 2009
  • The purpose of this study was to validate New Ecological Paradigm(NEP) Scale for use with elementary school students in Korea, and to obtain evidences of validation for interpreting the scores on the instrument. Three pilot tests were taken to modify and 1,003 fifth and sixth grade students in elementary schools participated in this survey. To examine the reliability and validity of the NEP Scale for elementary school students in Korea, item analysis(mena, skewness, kurtosis, item-total correlation), internal consistency estimate, exploratory factor analysis, confirmatory factor analysis, and t-test were used. After analyzing their results, the authors suggest that a 2-dimensional(pro-NEP, anti-NEP) modified NEP Scale, with 15 items and revised wording, is appropriate for use with elementary school students in Korea.

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서비스유형별 복합화에 따른 서비스가치와 고객만족도의 관계에 관한 연구 (A Study on the Relation of Service Quality and Customer Satisfaction in Complex Service System)

  • 김형욱;이영관;신선호
    • 품질경영학회지
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    • 제39권4호
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    • pp.556-564
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    • 2011
  • The purpose of this study is to analyze the effect of service quality characteristics on customer satisfaction in complex shopping mall. For the purpose of this study, we defined three service quality characteristics of complex shopping mall by correlation, harmony, synergy effect, and analyzed the effect of these quality factors on customer satisfaction. For the analysis of the data, we used exploratory factor analysis and the confirmatory factor analysis and the structural equation modeling method(AMOS 19.0). As the result of this study, we concluded that 2 of 3 service quality characteristics deeply affect on customer satisfaction in complex shopping mall, and suggest that the activation of the quality factors is needed to raise the customer satisfaction.

아동의 부정적 정서표현에 대한 어머니 반응 척도 개발과 타당화 (The Development and Validity of a Scale for Measuring Mother's Reaction to Children's Negative Emotions)

  • 오지현
    • 아동학회지
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    • 제34권6호
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    • pp.97-122
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    • 2013
  • The aim of this study was to develop and validate measures of a mother's reaction to children's negative emotions. After construct factors of a mother's reaction to children's negative emotions based on the theoretical basis and existing scales were explored, the first preliminary items were extracted. After the content validity was confirmed by expert opinions, the second preliminary items were composed, and the initial survey was carried out. Using exploratory factor analysis, three principal factors and 21 items were revealed to be most suitable. The factors of the scale consist of emotion-coaching-reactions, oversensitive reactions, and emotion-minimizing-reactions, respectively. In addition, the reliability analysis and validation analysis of the scale was conducted, by means of surveying 413 elementary students. The internal coherence reliability and test-retest reliability were verified as was the general internal coherence and timing stability of the scale. There were three additional verifications to validate the scale. (1)For the evidence based on internal structure, the confirmatory factor analysis and convergent-discriminant evidence; this resulted in confirming the factor structure of the scale as being reliable. (2)In order to understand the relationships to other variables, the correlation analysis came in effect to the overall scale and each of its sub-factors, showing that they are significantly correlated with the scale of the child's perception on rearing attitudes of the mother. (3)As for evidence based on the consequences of the test, the correlation analysis produced a result showed that sub-factors of the scale have as significant correlation with the child's emotional intelligence and resilience.

야간 근로자의 식품선택유형에 따른 건강정보 인지수준이 힐링 욕구에 미치는 영향 (Effect of Health Information Awareness on Desire for Healing According to Food Preferences of Night Shift Workers)

  • 강여울;정희선
    • 한국식생활문화학회지
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    • 제35권2호
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    • pp.156-166
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    • 2020
  • In this study, 594 questionnaires administered to men and women residing in the capital metropolitan area who work night shifts were analyzed in order to study the effect of health information cognition on healing needs in accordance with the type of food selection criteria of the night worker. The results of confirmatory factor analysis in deriving food selection type identified four categories, a safety seeking type, a food exploratory type, a habitual seeking type, and a rational type, and the cognition types on health information were classified into physical cognition and psychological cognition. The need for healing, which was the investigated factor, was found to have a high correlation between questionnaire items with high reliable consistency. The results of this study were as follows. First, the food selection types of safety seeking type and habitual food seeking type had significant positive effects on the cognitive level of physical health information, and food exploratory type and habitual seeking type had significant positive effects on the cognitive level of psychological health information. In addition, it was shown that food exploratory type and rational type had significant positive effects on healing needs. As a result of this study, it was found that the cognition level of physical and psychological information was different according to food selection type, and the higher the cognitive level, the higher the healing needs. In particular, the result that the level of psychological health information significantly affected healing needs signifies that there is a demand to develop programs and menus that satisfy various needs related to healing and recovery from fatigue. In addition, further interest and study on the health and healing of night workers are required.

Psychosocial Wellbeing Index의 신뢰도 및 타당도 (Reliability and Validity of PWI(Psychosocial Wellbeing Index))

  • 이채용;이종영
    • Journal of Preventive Medicine and Public Health
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    • 제29권2호
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    • pp.255-264
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    • 1996
  • 정상적으로 일상생활을 영위하는 사람들을 대상으로 스트레스 수준을 가늠하고, 스트레스에 대한 조정기전을 밝히고자 하는 목적으로 개발된 사회 심리적 건강 측정 도구(PWI)의 신뢰도 및 타당도를 평가하기 위하여, 의과 대학생을 대상으로 4주간격으로 두 차례의 설문 조사를 실시하였다. 내적 일치도를 나타내는 Crohnbach's $\alpha$계수가 0.93의 값을 보였다. 4주의 간격을 둔 검사-재검사 신뢰도는 1차조사의 성적과 2차조사의 성적 사이 Pearson상관계 수가 0.72의 값을 보였다. 탐색적 인자 분석을 통해 고유값 1이상의 인자는 13개였다. 인자의 수를 4개로 지정하여 주축인자법과 직교 회전법으로 분석하여 인자 구조를 비교한 결과 첫번째 인자는 거의 일치하였으나, 3번째와 4번째 인자는 거의 일치하지 않았다. 확증적 인자분석을 통해 선행 연구의 4인자 모형과 이 연구의 탐색적 분석 결과에 나타난 4인자 모형의 적합도를 구한 결과 RMR값이 0.1미만인 것을 제외하고는 모든 적합도 지수가 부적합하게 나왔다 각 인자를 측정 변수로 간주하고 그 하부에 이론 변수로서 단일 인자가 존재하는 것으로 구성한 일차원적 단일 인자 모형에 대한 적합도는, 비록 이 모형이 오차 항의 상관성을 지닌 것이긴 하나 적합한 지수를 많이 보여, PWI가 2차원적 측정 구조를 가졌을 가능성을 제시하였다.

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심리적 인슐린저항성 측정도구 개발 (Development of a Psychological Insulin Resistance Scale for Korean Patients with Diabetes)

  • 송영신;전영희;조정화;김보현
    • 대한간호학회지
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    • 제46권6호
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    • pp.813-823
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    • 2016
  • Purpose: This study was done to develop and validate a measure to evaluate the Korean version of psychological insulin resistance (K-PIR) in patients with diabetes in Korea. Methods: Items were initially generated from literature reviews and interviews with 19 patients with diabetes. The content validity of the items was evaluated by experts. Participants were 424 patients with diabetes recruited through convenience sampling. A cross-sectional survey was designed for item-analysis, exploratory factor analysis with principal axis factoring, and confirmatory factor analysis. Cronbach's alpha was calculated to measure the internal consistency. Results: For the 24 items of the Korean version of psychological insulin resistance, six items were eliminated because of low correlation with the other items. Exploratory factor analysis with 18-item showed that two factors (psycho-cognitive factor and supportive factor) explained 41.8% of the variance, and the factor structure of K-PIR model had a good fit. Internal consistency of K-PIR with 18 items revealed good reliability. Conclusion: The findings show that the K-PIR is reliable for measuring the psychological resistance to insulin therapy for Korean patients with diabetes. However, further study is needed to evaluate the validation because the proportion of variation of K-PIR was low in this study.

The Relationship between Consumption Value of Sports Products, Upward Comparison Propensity, and Post-Purchase Happiness in Adolescence

  • Byung-Kwan, Lee
    • 한국컴퓨터정보학회논문지
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    • 제28권1호
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    • pp.143-150
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    • 2023
  • 본 연구는 청소년의 스포츠제품 소비가치와 상향적 소비성향 및 구매후 행동과의 관계를 규명하는데 있다. 이를 통해 스포츠제품 기업이 청소년층을 대상으로 한 마케팅 전략에 효과적인 정보를 제공하고자 한다. 연구대상은 충청남북도 지역의 청소년들을 편의표본추출법으로 추출하였으며, 최종분석에는 257명의 자료가 사용되었다. 통계방법은 빈도분석, 상관관계분석, 회귀분석을 실시하였다. 그 결과, 첫째, 소비가치의 하위 요인인 사회적가치와 탐험적가치는 상향적 소비성향에 유의한 영향을 미치는 것으로 나타났으나, 기능적가치와 자아적가치는 통계적으로 유의하지 않은 것으로 나타났다. 둘째, 소비가치의 하위 요인인 사회적가치와 자아적가치, 기능적가치는 구매후 행복에 유의한 영향을 미쳤으나, 탐험적가치는 통계적으로 유의하지 않은 것으로 나타났다. 셋째, 상향적 비교성향은 구매후 행복에 유의한 영향을 미치는 것으로 나타났다.