• 제목/요약/키워드: Analysis of variance

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팬데믹 상황에서 간호대학생의 윤리인식, 윤리적 의사결정 및 감염관리지침 수행태도가 감염관리지침 수행의도에 미치는 영향 (The Influence of Nursing Students' Ethical Awareness, Ethical Decision-making and Attitude toward Performance on Intention about Performance of Infection Control Guidelines in Pandemic Infectious Diseases)

  • 최동원
    • 한국보건간호학회지
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    • 제35권3호
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    • pp.343-355
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    • 2021
  • Purpose: This study aimed to identify the effects of nursing students' ethical awareness, ethical decision-making and attitude toward performance on intention about performance of infection control guidelines in pandemic infectious diseases. Methods: The survey was performed on 163 nursing students in three universities. Data were collected using a structured questionnaires and analyzed with t-test, analysis of variance (ANOVA), Pearson's correlation and multiple regression analysis. Results: Perceived health status, ethical awareness and attitude toward performance of infection control guidelines about major commitment were significant predictive variables. These variables accounted for 48.1% of the variance in major commitment. Conclusion: The findings indicate the necessity of developing educational programs to enhance nursing students's ethical awareness, and increase performance of control guidelines to prepare for the pandemic infectious diseases.

청소년의 자기애적 성격성향, 자존감, 적대감, 소외감과 비행성향간의 관계 (The Relationship among Narcissism, Self-esteem, Hostility, Alienation and Delinquency)

  • 차타순
    • 수산해양교육연구
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    • 제21권3호
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    • pp.409-419
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    • 2009
  • The purpose of this study was the examination of delinquency according to, narcissism, self-esteem, hostility and alienation of juvenile. For this, setting 172 students of an academic high school and 366 students of a vocational school(total 538) as the object of this study, the measures of Narcissistic Personality Scales, Self-Esteem Scales, Alienation Scales, and Delinquency Scales were inquired. The method of statistical analysis about these materials was composed of Two-way Analysis of Variance, One-way Analysis of Variance, and Multi-regression Analysis by using SPSS 10.0. The result, when delinquency was examined according to narcissism and self-esteem, in the case that narcissism was highest, self-esteem was lowest, delinquency was highest. When delinquency was examined according to narcissism and hostility, in the case that narcissism was highest, hostility was highest, delinquency was highest. When delinquency was examined according to narcissism and alienation, in the case that narcissism was highest, alienation was highest, delinquency was highest. And, when Multi-regression Analysis about the effect of narcissism, self-esteem, hostility and alienation on delinquency was administrated, the variation that affected delinquency significantly was narcissism, hostility and alienation. That is, we could look forward that the more narcissists feel hostility and alienation, the higher they have delinquency.

이원 이항 계수치 자료의 로지스틱 회귀 분석 (A Logistic Regression Analysis of Two-Way Binary Attribute Data)

  • 안해일
    • 산업경영시스템학회지
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    • 제35권3호
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    • pp.118-128
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    • 2012
  • An attempt is given to the problem of analyzing the two-way binary attribute data using the logistic regression model in order to find a sound statistical methodology. It is demonstrated that the analysis of variance (ANOVA) may not be good enough, especially for the case that the proportion is very low or high. The logistic transformation of proportion data could be a help, but not sound in the statistical sense. Meanwhile, the adoption of generalized least squares (GLS) method entails much to estimate the variance-covariance matrix. On the other hand, the logistic regression methodology provides sound statistical means in estimating related confidence intervals and testing the significance of model parameters. Based on simulated data, the efficiencies of estimates are ensured with a view to demonstrate the usefulness of the methodology.

패션 명품 소비자-브랜드 관계가 복제품 태도에 미치는 영향 (The Effects of Consumer-Brand Relationship on Purchasing Attitudes Toward Counterfeits)

  • 이승희
    • 한국의류학회지
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    • 제30권9_10호
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    • pp.1445-1454
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    • 2006
  • The purpose of this study was to examine the effects of consumer-brand relationship on purchasing attitudes toward counterfeits. 341 female college students who had purchased fashion luxury brand products were surveyed. For data analysis, descriptive statistics, factor analysis, pearson's correlations, ANOVA, and multiple regression were used. As the results, consumer-brand relationship was classified into three factors; commitment relationship, trust relationship, and emotion relationship. Also, higher consumer-brand relationship was correlated with higher preference and satisfaction, and lower purchasing attitudes toward counterfeits. Also, among the three groups(heavy/middle/low) of consumer-brand relationship, the heavy group had higher preference and satisfaction, and lower purchasing attitudes toward counterfeits. Also, results revealed that 'commitment relationship' and 'emotional relationship' accounted for 32% of the explained variance in 'favorableness', while 'trust relationship' and 'emotional relationship' accounted for 26% and 29% of the explained variance in 'trust toward product quality'. Based on these results, fashion luxury brand marketing strategy would be suggested.

생산, 측정 및 교정 프로세스에서 오차 유형화에 의한 확장 공정능력지수의 개발 (Development of Extended Process Capability Index in Terms of Error Classification in the Production, Measurement and Calibration Processes)

  • 최성운
    • 대한안전경영과학회지
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    • 제11권2호
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    • pp.117-126
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    • 2009
  • We develop methods for propagating and analyzing EPCI(Extended Process Capability Index) by using the error type that classifies into accuracy and precision. EPCI developed in this study can be applied to the three combined processes that consist of production, measurement and calibration. Little calibration work discusses while a great deal has been studied about SPC(Statistical Process Contol) and MSA(Measurement System Analysis). EPCI can be decomposed into three indexes such as PPCI(Production Process Capability Index), PPPI(Production Process Performance Index), MPCI(Measurement PCD, and CPCI(Calibration PCI). These indexs based on the type of error classification can be used with various statistical techniques and principles such as SPC control charts, ANOVA(Analysis of Variance), MSA Gage R&R, Additivity-of-Variance, and RSSM(Root Sum of Square Method). As the method proposed is simple, any engineer in charge of SPC. MSA and calibration can use efficientily in industries. Numerical examples are presentsed. We recommed that the indexes can be used in conjunction with evaluation criteria.

Edutainment식 한자 학습 시스템의 구현 및 성능 평가 - 크론박 알파와 분산분석을 이용한 성능평가 - (Implementation and Performance Evaluation of the Learning System for Chinese Characters in Edutainment - Performance Evaluation using the Cronbach's coefficient alpha and Analysis of variance-)

  • 이은아;김태석
    • 한국시뮬레이션학회논문지
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    • 제14권4호
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    • pp.9-18
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    • 2005
  • In this paper, the system is implemented in four ways , For those who want to learn Chinese characters using the internet, and To make the learning more interesting and entertaining. Four different learning methods have been provided , using the transition process of Chinese characters, games, animations, and an illustration of the relationships between Chinese Characters and korean letters. The subjects of the evaluation were freshmen polled about the Chinese character learning system. The evaluation methods are : the validity of the research content is evaluated using the Cronbach's coefficient alpha and the performance of the system is evaluated by F-type of Analysis of variance.

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백화점의 정보품질과 서비스품질이 서비스만족도에 미치는 영향 -경남지역 백화점을 중심으로- (Impact of Information Support Quality and Service Quality Factors on Service Satisfaction of Department Store -Case Study of Kyungnam Area Department Store-)

  • 김동일;최승일
    • 한국콘텐츠학회논문지
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    • 제7권7호
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    • pp.133-143
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    • 2007
  • 본 연구의 목적은 정보품질과 서비스품질이 백화점의 서비스 만족도에 미치는 영향과 효과를 실증적으로 분석하는데 있다. 이러한 연구목적을 달성하기 위하여 문헌연구와 요인분석, 분산분석, 회귀분석을 이용한 실증적 연구를 함께 실시하였다. 본 연구의 분석결과는 다음과 같다. 첫째, 회귀분석결과 정보품질과 서비스 만족도와의 관계는 통계적 유의성이 매우 높게 분석되었다. 둘째, 분산분석에서 서비스품질에 따라 정보만족과 서비스기대치와의 관계도 유의성이 있는 것으로 나타났다. 결과적으로 정보지원체계와 서비스품질은 고객과의 관계에 있어서 주요한 요인으로 분석되었다.

GEOSTATISTICAL UNCERTAINTY ANALYSIS IN SEDIMENT GRAIN SIZE MAPPING WITH HIGH-RESOLUTION REMOTE SENSING IMAGERY

  • Park, No-Wook;Chi, Kwang-Hoon
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.225-228
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    • 2007
  • This paper presents a geostatistical methodology to model local uncertainty in spatial estimation of sediment grain size with high-resolution remote sensing imagery. Within a multi-Gaussian framework, the IKONOS imagery is used as local means both to estimate the grain size values and to model local uncertainty at unsample locations. A conditional cumulative distribution function (ccdf) at any locations is defined by mean and variance values which can be estimated by multi-Gaussian kriging with local means. Two ccdf statistics including condition variance and interquartile range are used here as measures of local uncertainty and are compared through a cross validation analysis. In addition to local uncertainty measures, the probabilities of not exceeding or exceeding any grain size value at any locations are retrieved and mapped from the local ccdf models. A case study of Baramarae beach, Korea is carried out to illustrate the potential of geostatistical uncertainty modeling.

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다구찌 기법에 의한 코발트기 자융성합금 용사코팅의 최적공정 설계 (Process Optimization for Co-based Self-flux Alloy Coating by Taguchi Method)

  • 이재홍;김영식
    • 동력기계공학회지
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    • 제17권6호
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    • pp.108-114
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    • 2013
  • This paper describes process optimization for thermal-sprayed Co-based self-flux alloy coating by Taguchi method. Co-based self-flux alloy coatings were fabricated according to $L_9(3^4)$ orthogonal array using flame spray process. Hardness test and wear test were performed, the results were analyzed by analysis of variance(ANOVA) considering a multi response signal to noise ratio(MRSN). From the results of ANOVA, the optimal combination of the flame spray parameters on Co-based self-flux alloy coating could be predicted. The calculated hardness and wear rate of the coatings by ANOVA were found to be close to that of confirmation experimental result.

구조적 시계열모형을 이용한 자산포트폴리오 관리의 개선 방안 (A Study on the Way to Improve Quality of Asset Portfolio Management Using Structural Time-Series Model)

  • 이창수
    • 품질경영학회지
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    • 제31권3호
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    • pp.160-171
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    • 2003
  • Criteria for the comparison of quality of asset portfolio management are risk and return. In this paper a method to use structural time-series model to determine an optimal portfolio for the improvement of quality of asset portfolio management is suggested. In traditional mean variance analysis expected return is assumed to be time-invariant. However, it is more realistic to assume that expected return is temporally dynamic and structural time-series model can be used to reflect time-varying nature of return. A data set from an insurance company was used to show validity of suggested method.