• 제목/요약/키워드: SPSS statistic(regression analysis)

검색결과 56건 처리시간 0.021초

동일 데이터의 비교분석에 관한 연구 (회귀분석모형과 구조방정식모형) (The Study on Comparative Analysis of the Same Data through Regression Analysis Model and Structural Equation Model)

  • 최창호;유연우
    • 디지털융복합연구
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    • 제14권6호
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    • pp.167-175
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    • 2016
  • 본 연구는 인과관계 분석에서 주로 활용되는 SPSS statistic(회귀분석)과 구조방정식모델을 구현하는 프로그램 중 하나인 AMOS 프로그램을 각각 활용하여 동일한 데이터에 대하여 실증분석을 실시하였다. 실증분석 결과, 회귀계수 및 유의확률에서 서로 다른 결과값이 나왔으며, 특히 매개효과 검정에서 귀무가설 기각역 근처의 유의확률값(즉, t값 및 C.R.값의 절대값이 1.96 근처)을 보이는 상황에서 SPSS statistic(회귀분석)에서는 매개효과가 있는 반면, AMOS 프로그램(구조방정식)에서는 매개효과가 없는 것으로 나타났다. 결국, 동일한 데이터임에도 불구하고 어떤 통계프로그램을 활용하느냐에 따라 다른 결과값(특히, 측정오차가 클수록 결과값이 크게 달라짐)이 나올 수 있음을 알 수 있다.

상황변수의 조절효과 차이에 관한 연구 (SPSS와 AMOS프로그램을 중심으로) (The Study on the Different Moderation Effect of Contingency Variable (Focused on SPSS statistics and AOMS program))

  • 최창호;유연우
    • 디지털융복합연구
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    • 제15권2호
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    • pp.89-98
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    • 2017
  • 본 연구는 인과관계 분석에서 주로 활용되는 SPSS statistics(회귀분석)과 구조방정식모델을 구현하는 프로그램 중 하나인 AMOS 프로그램을 각각 활용하여 동일한 데이터에 대하여 조절효과 검정을 위한 실증분석을 실시하였다. 실증분석 결과, SPSS statistics을 활용한 회귀분석에서 상황변수가 범주형데이터인 성별과 연속형데이터인 컨설팅만족도 모두에서 조절효과가 없는 것으로 나타난 반면, AMOS 프로그램을 활용한 구조방정식모델에서는 10% 유의수준에서 컨설턴트의 능력 및 태도가 컨설팅재구매에 미치는 영향관계를 컨설팅만족도가 부분적으로 조절하고 있는 것으로 나타났다. 결국, 조절효과 분석은 AMOS 프로그램을 활용한 구조방정식모델과 SPSS statistics을 활용한 회귀분석모델이 전혀 다른 접근방법을 사용하고 있어 얼마든지 상이한 결과가 나올 수 있음을 보여준다.

The Effect of Cognitive Emotional Control on Happiness Levels

  • Kim, Jungae;Kim, Milang
    • International Journal of Advanced Culture Technology
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    • 제9권1호
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    • pp.143-151
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    • 2021
  • This study was a cross-sectional descriptive research to analyze the effects of sub-factors of cognitive emotional control on happiness levels. The participants of the study were 201 men and women in their 20s, and data were collected online from January 1 to 15 collected data were, 2001 using structured cognitive control and happiness level questionnaires. The collected data were conducted Independent t-test, Pearson correlation analysis, simple regression analysis, multiple regression Analysis, hierarchical regression analysis using SPSS 18.0 statistic program. As a result, the study appeared that the level of happiness by gender does not differ, and cognitive emotional control affected 58.5%. The average of cognitive emotional control was higher for all men, but women were higher than men in criticized others. Also, acceptance was the sub-factor of emotional control that most affected the level of happiness (β=-.587, p<0.01). Based on the results of this study, it is suggested that a systematic program on subject of acceptance, a sub-factor of cognitive emotional control, should be developed to improve the level of happiness.

호텔 레스토랑의 식자재 조달 관련 공급 체인 관리와 푸드 생산 전략 간의 관계 분석 (Analysis of Relationship between Supply Chain Management and Food Production Strategies for Food Supplies in Hotel Restaurants)

  • 강석우;박지양
    • 한국조리학회지
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    • 제13권4호
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    • pp.107-118
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    • 2007
  • This research aimed to understand the relationship between comparative superiority elements of the supply chain activities for food supplies in the hotel industry. The samples are obtained from exclusive hotels located in the Seoul area. A statistic package program called SPSS was employed to conduct reliability analysis, factor analysis, t-test, correlation analysis, and multiple regression analysis. Results of a multiple regression analysis between supply chain management and food production strategies were as follows; company's characters and cooperative relations with suppliers had a significant impact on cost while quality was significantly affected by company's characters, information system, cooperative relations with suppliers, and supply chain activities. It was revealed that all factors had a significant impact on flexibility and delivery date.

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건설현장 고령근로자의 안전배치 방안에 관한 연구 (Reasonable Assignment of Aged People at Construction Site)

  • 김성래;손기상
    • 한국안전학회지
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    • 제27권1호
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    • pp.32-43
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    • 2012
  • "low and old age trend" is a big social national problem in korea but also in foreign countries. The Government pursues a policy for aged people to take part in construction site as labours. Low childbirth and avoidance of 3D work kinds lead to exposure of aged workers to industry work places. According to korea department of labour, it is expected that 18% of total economic activity people in 2008 to 27.2% in 2018 be increased with age of more than 55 old years. Therefore, It is needed that more countermeasures for old workers should be taken for safer work conditions. This old workers with more than 55 old years contain major portion of accident occurrence in construction industry. It is found that accident rate in construction industry can be decreased if appropriate technical safety training is provided to them who wish to work at construction sites. Statistic analysis such as frequency, cross, logistic regression using program package SPSS 13.0 has been made after collecting questionnaire survey of more than 330 workers at construction sites.

고등학생 자녀를 둔 가정의 과외학습비 지출에 따른 재정문제 (The Household Financial Problem by Extracurricular Lesson Expenses of High School Student)

  • 윤성인;임정빈
    • 가족자원경영과 정책
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    • 제3권1호
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    • pp.105-121
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    • 1999
  • The major purpose of this study is to examine the effect of the extracurricular lesson expenses on the Burden of Household Expenditure. The data are collected from 537 housewives with a child aged 18(2nd grade in high school) in Seoul. The statistics used for the data analysis are frequency, percentage, crosstables, one way ANOVA, and multiple regression. The statistic softwear used for this study is SPSS. The Result on a base of empirical analyses follow: 1. Respondentg’s expenditure on extracurricular lesson fees is about 430,000 won per month, which is about 28% of the living cost. 2. There are four types of the methods preparing extracurricular lesson fees: ‘Frugal Type’, ‘Excess Type’, ‘Composit Type’, ‘Self-supportable Type’. 3. Region, the living cost, sex of children, net worth, and the mother’s education show statistically significant effect on the extracutticular lesson expenses. 4. The regression analyses incicate that Burden of Household Expenditure increased by 1.9 point according to 1% increase in expenditure on extracurridular lesson fees. The higher budget share of expenditure on extracurricular fees, the higher level of Burden of Household Expenditure.

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노년기 부부관계 요인이 결혼만족도 및 이혼의도에 미치는 영향 (Marital Relations of Aged people Affect on the Marital Satisfaction and the Divorce Intention)

  • 김길현;하규수
    • 한국콘텐츠학회논문지
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    • 제12권5호
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    • pp.256-271
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    • 2012
  • 본 연구는 노년기 부부관계가 결혼만족도 및 이혼의도에 미치는 영향을 알아보았다. 연구대상은 서울특별시에 거주하는 60세 이상의 남 여 유배우들이고 설문지는 총 550부를 배포하여 459부를 최종적으로 분석하였다. 자료분석은 SPSS 19.0을 이용하여 빈도분석, 요인분석, 신뢰도 분석, t 검정, 일원배치분산분석(one way ANOVA) 및 위계적 다중회귀분석 등을 실시하였다. 연구결과는 다음과 같다. 첫째, 결혼만족도에는 부부관계 요인의 애정생활, 여가공유, 친밀감 및 의사소통이 정(+)의 영향을 미쳤고, 경제적 갈등은 부(-)의 영향을 미쳤다. 둘째, 이혼의도에 있어서 부부관계의 경제적 갈등이 정(+)의 영향을 미쳤고, 반면에 애정생활 및 친밀감은 부(-)의 영향을 미쳤다. 끝으로 인구사회학적 특성(성별, 종교, 학력, 건강상태 및 월평균수입)에 따른 차이가 나타났으며, 이상의 결과에 근거하여 몇 가지 제언과 연구의 한계를 제시하였다.

의류브랜드의 친애와 통제 지각이 소비행동에 미치는 영향 (The Influence of Control and Friendliness-Perception of Apparel Brand on the Consumption Behavior)

  • 이지량;김주애
    • 한국의류산업학회지
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    • 제9권5호
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    • pp.500-506
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    • 2007
  • This study aims to examine what consumers perceive about affection and control in association with personified brands, and to explore what effects such perception has on consumer behavior. The research methodology employed a questionnaire surveying female university students in the Seoul. The data were analyzed by SPSS Hangul 10.0 Statistic Package. 16 apparel brands that had been selected by a preliminary study were surveyed. The data analysis method employed a factor analysis, analysis of variance, and multiple regression analysis. The study found that consumers' perception of personified brands is divided into Friendliness and control like in interpersonal communication, and consumers' preference and purchase intention becomes different depending on affection and control perception. In particular, it was analyzed that more important factor that decides preference and purchase intention is the perception in the aspect of control, not in the aspect of Friendliness.

관상동맥질환자의 주관적 건강이 우울에 미치는 영향: 스트레스 인지 매개효과 (The Influence of Subjective Health on Depression in Patients with Coronary Artery Disease: Mediating Effects of Perceived Stress)

  • 진혜경
    • 근관절건강학회지
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    • 제28권1호
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    • pp.61-69
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    • 2021
  • Purpose: This study investigated the mediating effect of perceived stress in the relationship between subjective health and depression in patients with coronary artery disease. Methods: This secondary analysis study used data from the 2016-2018 Korea National Health and Nutrition Examination Survey (KNHANES). Study participants included 466 patients over 20 years of age with coronary artery disease. Measures included questions about general characteristics, subjective health, perceived stress, and depression. The data were analyzed using complex sample design, descriptive analysis, Rao-Scott ��2 statistic, and multivariate logistic regression analysis with the SPSS 24.0 program. Results: Subjective health influenced depression, and perceived stress partially mediated it. Conclusion: To prevent depression in patients with coronary artery disease, it is necessary to develop effective stress management strategies.

고혈압 환자의 자가 관리 이행 도구개발 (Development of a Self-Management Adherence Instrument for Patients with Hypertension)

  • 곽미경
    • 가정간호학회지
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    • 제30권1호
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    • pp.37-47
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    • 2023
  • Purpose: This study aimed to develop an instrument that measured adherence to self-management among patients with hypertension, and to verify the validity and reliability of the developed instrument. Methods: The 34 indicators that underwent the content validity test were provided to 202 subjects for investigation The collected data were analyzed using SPSS Ver. 22.0 and Amos Ver. 25.0. Results: Five factors, 'interaction,' 'lifestyle change,' 'continuing motivation,' 'medical care', and 'weight control' were extracted, and the total cumulative variance was shown to be 61.75%. The test statistic of the regression coefficient was statistically significant according to the confirmatory factor analysis. Conclusion: It is suggested that more research is needed to generalize the instrument to suit more candidates, while continuing to refine the reliability and validity of the instrument.