• 제목/요약/키워드: exploratory correlation analysis

검색결과 515건 처리시간 0.034초

패션상품 소비자가 인식하는 상표관계본질(BRQ: Brand Relationship Quality) 규명 (제2보) (The BRQ(Brand Relation Quality) Construct Perceived by Fashion Product Consumers (Part 2))

  • 채진미;이은영
    • 한국의류학회지
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    • 제31권8호
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    • pp.1168-1179
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    • 2007
  • The objective of this research is to validate the BRQ(Brand Relationship Quality) Construct perceived by fashion product consumers. In order to establish and verify the BRQ scale, qualitative survey and quantitative survey were conducted together. 1592 copies of questionnaire were distributed to women in their 20s to 40s living in Seoul and other metropolitan areas from Dec. 26, 2005 to Jan. 8, 2006, and 723 copies of them were used for statistical data. Samplel(n=482)was used for empirical analysis, and sample2(n=241) was used for cross validity test. The data was analyzed using Exploratory Factor Analysis, Confirmatory Factor Analysis, and Pearson's Correlation Analysis. BRQ emerged from exploratory factor analysis as the hierarchical construct composed of six facets including 'self-connective attachment', 'symbol/mystery', 'trust', 'nostalgia', 'intimacy', and 'knowledge'. As the fit of this structural model was not good as a result of Confirmatory Factor Analysis, it was revised to have better fitting. Finally, empirical survey results indicate the hierarchical construct consisting of eight distinct BRQ facets including 'love/commitment', 'self-connection', 'symbol', 'mystery', 'trust', 'nostalgia', 'intimacy', and 'knowledge' as best representing the final 39item BRQ Scale. Reliability, construct validity, and cross validity of the construct were verified.

컨테이너항의 입항부터 출항까지의 서비스품질 척도 개발 (Development of Scale for the Service Quality from Entry to Departure of Container Ports)

  • 신창훈;최민승;양윤옥
    • 한국항해항만학회지
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    • 제34권5호
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    • pp.389-395
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    • 2010
  • 최근 컨테이너항만은 서비스 차별화 전략을 통한 경쟁력 확보의 중요성이 커지고 있다. 서비스 차별화 전략은 기본적으로 고객의 요구사항에 대한 객관적인 평가가 필요하다. 이를 위해서 서비스의 품질을 측정할 수 있는 척도 및 방법을 개발하여야 한다. 본 연구에서는 부산항에 기항하는 주요 컨테이너 선사를 대상으로 연구를 수행하였다. 이에 따라, 선사가 컨테이너항만에 입항하여 출항하기까지 제공되는 서비스에 관한 측정항목을 도출하였다. 조사자료를 기반으로 탐색적 요인분석, 신뢰성 분석, 타당성 분석 등 개발된 정제과정을 통해 평가척도를 제시한다. 제시된 평가척도는 고객만족 및 기항의도와 높은 관련성을 보여주고 있으며, 향후 경영전략 수립에 유용할 것으로 기대된다.

임금만족 측정치 개발에 관한 실증적 연구 (A Empirical Study on the Developments of Pay Satisfaction Measurements)

  • 이광희
    • 산업경영시스템학회지
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    • 제23권54호
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    • pp.119-128
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    • 2000
  • This study develops the pay satisfaction questionnaire for Korean employees. Based upon the review of previous studies, 16 questionnaire items are developed. Exploratory factor analysis results in a modified measurement through item deletion, item-to-dimension reassignment, and dimension combination. The measurement model was good fit assessed by overall fit measures(GFI; goodness of fit index, AGFI; adjusted goodness of fit index, RMR; root mean square residual) criteria, lambda score, and squared multiple correlation with confirmatory factor analysis. Implication of this work for future theoretical and empirical development are suggested.

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유아기 부모의 수학적 상호작용 척도 개발 및 타당화 연구 (The Development and Validation of a Scale to Measure the Mathematical Interaction of Young Children's Parents)

  • 김지현
    • 아동학회지
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    • 제36권5호
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    • pp.95-113
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    • 2015
  • This study aimed to develop and validate a scale which could be used to evaluate mathematical interactions of parents with their young children. The subjects comprised 408 mothers of 4-6-year-old children. Means, standard deviation, $x^2$, Cramer's V, exploratory factor analysis, confirmatory factor analysis, Pearson correlations, and Cronbach's ${\alpha}$ were calculated. First, 49 items were developed through a review of relevant research, parent interviews, confirmation of item adequacy and content validity. These items were then edited down to a final list of 24 items representing 4 factors identified by exploratory factor analysis. Second, this 24-item. 4-factor scale was shown to have adequate construct validity, norm validity, and reliability by confirmatory factor analysis, Pearson correlation analysis, Cronbach's ${\alpha}$. In conclusion, the final mathematical interaction scale for young children's parents was composed of 24 items with 4 factors: "interaction regarding numbers and operations, measurements, and patterns", "interaction regarding data collection and result presentation", "interaction with picture books", and "interaction regarding shapes and figures"

조종사 정상 체크리스트와 휴먼에러의 탐색적 사례연구를 통한 훈련방안 개선 연구 : General Aviation 학생조종사를 중심으로 (A Exploratory Case Study to Improve Student Pilots' Checklist Training with Correlation Analysis between Normal Checklist and Pilot Human Error)

  • 이근영;손병욱;박성식
    • 한국항행학회논문지
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    • 제23권1호
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    • pp.8-19
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    • 2019
  • 조종사는 휴먼에러(human error)를 감소시키기 위한 방법들 중 하나로 체크리스트를 사용하여 항공의 안전에 도움이 되는 도구로 사용하고 있다. 하지만 복잡한 체크리스트는 경험이 부족한 학생 조종사들에게는 체크리스트가 작성된 본연의 목적과 다르게 안전에 위해 요인이 될 수 있다. 본 연구는 우선 학생조종사들이 사용하는 정상 체크리스트의 구성항목들을 단계 별로 살펴보았다. 이를 통해 체크리스트를 구성하는 요인들이 휴먼에러를 구성하는 요인들과 어떤 상관관계를 내포하는지 학생조종사들을 대상으로 한 사례연구를 통해 규명하고자 하였다. 탐색적 사례연구를 통해 다음과 같은 시사점을 제안하였다. 학생조종사들이 preflight inspection 체크리스트 점검을 수행함에 있어 기체에 대한 외부점검을 효율적으로 수행하도록 기체구조 또는 동력계통에 대한 전문지식 강화가 필요하다. 비행 시마다 조종사뿐만 아니라 해당 비행기의 정비 담당자가 외부점검을 실시하여 더블체크를 하는 재확인 절차를 통하여 안전을 증진시켜야 할 것이다.

여성결혼이민자의 양육 스트레스 측정도구 개발: 베트남과 필리핀 여성결혼이민자 중심으로 (Developing Parenting Stress Scale for International Marriage Immigrant Women in South Korea: Focused on Vietnamese and Filipino Marriage Immigrant Women)

  • 김정;김선희
    • 여성건강간호학회지
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    • 제24권1호
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    • pp.33-48
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    • 2018
  • Purpose: The purpose of this study was to develop a scale to evaluate parenting stress of international marriage immigrant women from Vietnam and the Philippines. Methods: The concept of parenting stress of international marriage immigrant women was analysed with a hybrid model. Data were collected from 273 international marriage immigrant women from Vietnam and the Philippines who were raising their children aged 1 to 6 years. These collected data were subjected to exploratory factor analysis, multitrait/multi-item matrix assessment, Pearson correlation coefficient analysis, and Cronbach's alpha internal consistency measurement. Results: The final instrument consisted of 28 items. The following six factors were extracted by exploratory factor analysis: 'insufficiency of parenting support system', 'role burden of mothers', 'maladjustment of children', 'confusion of parenting methods due to cultural differences', 'unskilled Korean communication', and 'ordinary difficulties'. Construct validity (factor analysis, convergent validity, and discriminant validity) and criterion-related validity were confirmed. Cronbach's ${\alpha}$ value of total items was .92(95% CI .91-.94). Cronbach's ${\alpha}$ of values for these factors ranged from .76 to .85. Conclusion: The parenting stress scale for international marriage immigrant women is a valid and reliable tool.

환자 돌봄 의사소통 측정 도구 개발 (Development of the Patient Caring Communication Scale)

  • 허명륜;임숙빈
    • 대한간호학회지
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    • 제49권1호
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    • pp.80-91
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    • 2019
  • Purpose: This study attempted to develop a scale that measures the level of patients' recognition of the nurses' care, based on Watson's caring theory, and confirmed its reliability and validity. Methods: The items were developed through a literature review and an expert content validity test. The questionnaires were administered to 285 inpatients of internal medicine and surgical units at two general hospitals. Construct validity was tested using exploratory and confirmatory factor analysis, and reliability was tested using Cronbach's alpha. Results: This process resulted in a preliminary scale composed of 34 items; We used item analysis and five exploratory factor analyses, and consequently selected 14 items composed of three factors (respect, genuineness, and relationality). The confirmatory factor analysis verified the model fit and convergent and discriminant validity of the final items; criterion validity was confirmed with the positive correlation with the measurement scale of the patient-perceived quality of nursing. The overall scale reliability had a Cronbach's alpha of .92, which indicated internal consistency and reliability. Conclusion: The developed scale showed content, construct, and criterion validity, and reliability, as well as convergent validity for each item and discriminant validity between the factors. This makes it suitable for use in a diverse range of future studies on nurse communication using structural equation models.

Exploratory Study of Distribution and Logistics Industry: Do Global Competitive Capabilities Affect Business Performance?

  • KIM, Boine;KIM, Byoung-Goo
    • 유통과학연구
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    • 제20권2호
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    • pp.101-108
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    • 2022
  • Purpose: In this logistics disturbance period, this study conducts research of distribution and logistics firms in Korea. The purpose of this exploratory research is to analyze global competitive capability influence on business performance. And give managerial implications and contribute to academics. Research design, data, and methodology: This research empirically analyzes the relationship between global competitive capability and business performance. As for business performance this research considered non-financial performance and measured with business performance fulfillment. As for antecedent variables, this research measured three global competitive capability constructs; preparation, utilization, intensive capability. And each construct includes two capability concepts. This study used 2,316 executing direct export distribution and logistics industry firmsfrom KOTRA's GCL data. This research used frequency analysis, reliability analysis, correlation analysis, and step-wise regression analysis by SPSS26. Results: The result shows that all the variables except export infra showed statistically significant. As results show, mid/long strategy & global mind of preparation capability, both communication and marketing of utilization capability and market strategy and product/goods/service of intensive capability give a positive influence on business performance fulfillment. Conclusions: Based on the results, this research provide implication for practical management, contribution to academic, and suggestion for feature research.

경력단절여성 자격증 취득과 취업률과의 연관성분석 연구 (A Study on the Relationship between Career Interrupted Women's Certification Acquisition and Employment Rate)

  • 이정원;이충호
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2021년도 춘계학술대회
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    • pp.487-489
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    • 2021
  • 우리나라 여성의 대부분은 결혼부터 재취업에 이르는 생애사건으로 인한 노동시장으로의 재접근이 매우 어려운 상황으로 생애과정에서 경제활동 및 비경제활동 인구를 오가며 지위의 변화를 경험하고 있다. 이에 본 연구에서는 경력단절여성이 취업에 도움이 될 수 있는 요인으로 자격증을 고려하여 연구를 수행하였다. 데이터의 분석 방법으로는 구조적 특성을 알아내기 위한 통계적 기법인 탐색적 분석(Exploratory Data Analysis : EDA) 방법을 사용하였다. 우리나라 경력단절여성을 위한 직업훈련과정 데이터를 활용하여 자격증 취득이 취업에 얼마나 많은 도움이 되는지 연구하였다.

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경시적 자료를 이용한 아동 학업성취도 분석 (A longitudinal data analysis for child academic achievement with Korea welfare panel study data)

  • 이나은;허집
    • Journal of the Korean Data and Information Science Society
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    • 제28권1호
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    • pp.1-10
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    • 2017
  • 경시적 자료를 이용한 아동 학업성취도에 영향을 주는 요인을 찾기 위한 기존의 분석들은 각 아동의 반복 측정된 자료들이 독립이라고 가정한 모형을 주로 이용하였다. 본 연구에서는 기존 연구들에서 고려한 아동 학업성취도에 영향을 주는 변수들을 선택하여 반복 측정된 경시적 자료의 종속성을 고려한 고정효과와 임의효과를 포함하는 선형혼합모형으로 분석하여 아동 학업성취도에 영향을 주는 변수들은 무엇인지, 각 아동의 특성들이 반영되는 임의절편과 임의기울기가 있는지를 파악하는 것이 연구의 목적이다. 본 연구에 사용된 자료는 한국복지패널 1, 4, 7차 부가조사 중에서 아동용 설문문항에 대한 자료이고, 국어, 영어와 수학의 학업성취도 점수의 합을 아동 학업성취도로 한다. 선형혼합모형을 이용한 분석 시에 다중공선성의 검토와 결측치의 특성을 파악하고 적절한 오차의 상관행렬을 선택한다.