• Title/Summary/Keyword: SPSS statistic(regression analysis)

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

  • Choi, Chang Ho;You, Yen Yoo
    • Journal of Digital Convergence
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    • v.14 no.6
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    • pp.167-175
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    • 2016
  • This study analyzed empirically the same data through SPSS statistic(regression analysis) and AMOS program(structural equation model) used for cause and effect analysis. The result of empirical analysis was as follows. The different outcome of coefficients and p-values were deducted. Especially, in the mediated effect testing, meanwhile, SPSS statistic(regression analysis) pictured mediated effect, AMOS program(structural equation model) did not picture mediated effect on the reject zone of null hypothesis(absolute t-value and C.R.-value were nearby 1.96). Eventually, this study showed that what program used determined the outcomes of coefficients and p-values(In particular, the outcomes were differentiated further in the increasing measurement error) though using the same data.

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

  • Choi, Chang-Ho;You, Yen-Yoo
    • Journal of Digital Convergence
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    • v.15 no.2
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    • pp.89-98
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    • 2017
  • This study analyzed empirically the same data through SPSS statistics(regression analysis) and AMOS program(structural equation model) used for cause and effect analysis. The result of empirical analysis of moderation effect was as follows. Meanwhile, SPSS statistics(regression analysis) did not pictured moderation effect in the categorical data(sex) and continous data(satisfaction of consunting), AMOS program(structural equation model) pictured partial moderation effect about the effecting of consultant's capability and attitude on the consulting repurchase within 10% level of significant. Eventually, This study showed that AMOS program and SPSS statistics used different methology in moderation effect, thus the different outcomes appeared although using the same data.

The Effect of Cognitive Emotional Control on Happiness Levels

  • Kim, Jungae;Kim, Milang
    • International Journal of Advanced Culture Technology
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    • v.9 no.1
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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.

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

  • Kang, Seok-Woo;Park, Ji-Yang
    • Culinary science and hospitality research
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    • v.13 no.4
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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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Reasonable Assignment of Aged People at Construction Site (건설현장 고령근로자의 안전배치 방안에 관한 연구)

  • Kim, Sung-Rae;Son, Ki-Sang
    • Journal of the Korean Society of Safety
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    • v.27 no.1
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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.

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

  • 윤성인;임정빈
    • Journal of Family Resource Management and Policy Review
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    • v.3 no.1
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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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Marital Relations of Aged people Affect on the Marital Satisfaction and the Divorce Intention (노년기 부부관계 요인이 결혼만족도 및 이혼의도에 미치는 영향)

  • Kim, Kil-Hyun;Ha, Kyu-Soo
    • The Journal of the Korea Contents Association
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    • v.12 no.5
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    • pp.256-271
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    • 2012
  • The purpose of this research was whether the marital relations of aged people affect the marital satisfaction and the divorce intention. The survey was conducted men and women with their spouse in 60th or more than 60th. Total surveys distributed were 550 and 459 were collected and analyzed finally. The statistic method applied in this research was SPSS 19. The statistic method use in this study was factor analysis, frequency analysis, t-test, one way ANOVA and Hiearchical multi-regression analysis. The results of the research were as follows. First, marital satisfaction has positive relations on affection expression, leisure sharing, sense of closeness and communications. However, economic conflict has negative relations on marital satisfaction. Second, divorce intention has positive relation with economic conflict. On the other hand divorce intention showed negative relations with affection expression, sharing leisure, sense of closeness and communication. Finally, There were differences in the spousal relationships and of the elderly according to the demographic factors and based on the above results several suggestions and limitations were presented.

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

  • Lee, Ji-Ryang;Kim, Ju-Ae
    • Fashion & Textile Research Journal
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    • v.9 no.5
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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.

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

  • Jin, Hyekyung
    • Journal of muscle and joint health
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    • v.28 no.1
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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.

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

  • Gwak, Mi-gyeong
    • Journal of Korean Academic Society of Home Health Care Nursing
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    • v.30 no.1
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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.