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

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섬유조직염환자의 수면장애에 영향을 미치는 요인 (Affecting Factor on Sleep Disorder in Patients with Fibromyalgia)

  • 한상숙
    • 근관절건강학회지
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    • 제11권2호
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    • pp.176-186
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    • 2004
  • Purpose: The purpose this research was to provide with basic data in the control of the sleep disorder found in the patients with fibromyalgia by analysing the main factors that affect that. Method: At two university medical center, appointed 171 out-patients diagnosed of fibromyalgia according to the conditions by American College of Rheumatology(1990). The research instruments used in this study were VAS Scale(Anxiety, fatigue, pain, joint stiffness and depression), physical activity family support, the number of tender points and Self-efficacy scale. In data analysis, SPSS 11.0 program was utilized and data were analyzed using descriptive statistics, Pearson's correlation coefficient and multiple regression. Result: The main factors that affect the sleep disorder of patients with fibromyalgia were fatigue, physical activity, and depressions which explained 46.2% of the sleep disorder. Conclusion: It has been confirmed that the regression equation model of this research may serve as a sleep disorder prediction factors in patients with fibromyalgia.

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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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기혼남녀의 부부의사소통이 결혼만족도에 미치는 영향 : 부부친밀감의 매개효과를 중심으로 (The Effect of Married Couple Communication on the Satisfaction of Marriage : Focusing on the Mediating Effect of Marital Intimacy)

  • 김정희
    • 가족자원경영과 정책
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    • 제23권4호
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    • pp.57-73
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    • 2019
  • This study explored how communication between married men and women is related to marital satisfaction, and verified the relationship through the medium effect of marital intimacy. A total number of 365 married men and women in their 30s-50s were surveyed. Statistical analysis was performed using SPSS 18.0 for technical statistics, frequency analysis, and regression analysis, and parametric analysis was performed using the method by Baron and Kenny(1986). The results of the study are as follows. First, as a result of the verification of differences in key variables according to the demographic characteristics, there were significant differences in the age group, education period and household income. Second, the analysis of the relationship through regression analysis shows that the demographic factors such as age, age of the youngest child, and more importantly couple communication, and marital intimacy are influential in marital satisfaction. Third, verification of the mediation analysis revealed that marital intimacy had partial mediation with communication and marital satisfaction. Through these research results, we verified that marital communication and marital intimacy are vital in order to improve marriage satisfaction for married men and women.

한국인의 필요 치과진료 미수진에 영향을 미치는 요인 -제5기 국민건강영양조사자료 분석(2010-2012)- (A Study on the Factors Affecting the Unmet Dental Needs of Koreans - Analysis of the Data from the 5th Public Health Nutrition Survey (2010-2012)-)

  • 최미숙;윤현경
    • 보건의료산업학회지
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    • 제8권2호
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    • pp.139-148
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    • 2014
  • The purpose of this study was to analyze the factors affecting the unmet dental needs of Koreans. In relation to the subjects and methodology for this study, the data from the 5th national health nutrition survey which had been conducted between 2010 and 2012 were analyzed by using the PASW statistics 18.0 (SPSS Inc., Chicago, IL, USA), a statistical program, through the frequency analysis of complex samples, cross analysis of complex samples, and logistics regression analysis of complex samples. The results of analysis showed that the rate of unmet dental needs stood at 35.3% of all subjects. Moreover, to determine the factors related to the unmet dental needs, the logistics regression analysis of complex samples was conducted. The results of analysis showed that the demographic and socio-economic factors and oral health condition factors had relationship with unmet dental needs. It is necessary to consider all the objective dental treatments that reflect specific dental diagnosis from a comprehensive standpoint.

여자대학생의 외모에 대한 사회문화적 영향과 신체이미지가 외모향상추구행동에 미치는 영향 (Sociocultural Influence of Appearance and Body Image on Appearance Enhancement Behavior of Female College Students)

  • 김인화
    • 한국의류학회지
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    • 제38권6호
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    • pp.810-822
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    • 2014
  • This study investigated the effects of sociocultural influence and body image on appearance enhancement behavior (facial management, clothing selection, and weight/figure management). For data collection, a questionnaire was administrated to 378 female college students in Seoul and Gyeonggi-do from May $23^{rd}$ to June $10^{th}$ 2013. A SPSS 18.0 statistics package was used to analyze data along with descriptive statistical analysis, frequency analysis, factor analysis, reliability analysis, and regression analysis and frequency analysis. The results were as follows. First, sociocultural influences were divided into three factors: media influence, peer influence, and parental influence. Overall sociocultural influences had positive effects on appearance enhancement behavior. Second, body image was divided into: appearances-management, body-satisfaction and body confidence. Sociocultural influences had a significant effect on overall body image. Third, body image positively affected overall appearance enhancement behavior.

2010 미국프로골프협회 자료를 활용한 경로분석을 통한 경기력의 평균타수에 미치는 영향력 비교 (The study for effectiveness of golf skills to adjust average score using path analysis in 2010 PGA)

  • 민대기
    • Journal of the Korean Data and Information Science Society
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    • 제22권1호
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    • pp.65-71
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    • 2011
  • 경로분석은 변수 사이의 관계를 규명하는 방법으로 회귀분석에서 파악하기 어려운 직접효과와 간접효과, 의사효과를 파악할 수 있는 장점이 있다. 본 연구에서는 골프경기에서 가장 중요한 경기력 요소를 이용하여 평균타수에 어떻게 직접, 간접적으로 영향을 미치는가를 경로분석을 통하여 연구하였으며 자료는 2010년 남자프로골프선수 상위권 186명을 이용하였다.

간호조무사의 직무영역별특성이 직무만족도와 스트레스에 미치는 영향 -서울시 의료기관 근무자 중심으로- (A Study on Job Satisfaction and Stress in Relation to Job Features of Nursing Assistants - Case Study with Nursing Assistants in Seoul Metropolitan City -)

  • 양갑석;조성제
    • 한국산학기술학회논문지
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    • 제15권5호
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    • pp.2859-2869
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    • 2014
  • 본 연구는 간호조무사의 직무영역별 직무분석을 통한 직무특성이 직무만족도와 스트레스에 미치는 영향을 연구하고자 한다. 연구대상자는 서울시에 소재하고 있는 의료기관에 근무 중인 간호조무사 469명을 대상으로 2013년 5월 1일부터 9월 4일까지 연구를 실시하였다. 본 연구의 실증분석은 모두 유의수준 5%에서 검증하였으며 통계처리는 SPSS/WIN18.0프로그램을 사용하였고 빈도분석과, t-test와 일원변량분석 및 다중회귀분석을 실시하였으며 다중범위검증을 통계적으로 분석하였다. 분석결과 간호조무사의 자격증취득 연도와 연령, 최종학력에 따른 직무만족도에서 유의미한 차이가 나타났다. 그리고 직무특성에 따른 직무만족도 차이에서는 근무지와 담당직무영역 및 근무형태에서 가장 높게 나타났다. 본 연구의 시사점은 간호조무사의 직무능력 향상과 전문 간호 인력이 되도록 담당 직무영역별로 표준화된 업무지침과 교육프로그램을 통해 지속적인 관리가 이루어 져야 할 것으로 사료된다.

청소년의 또래애착, 자아존중감, 학교생활 적응이 공동체의식에 미치는 영향 (Effect of Peer Attachment, Self-esteem and School Life Adjustment on the Sense of Community in Adolescents)

  • 송희승
    • 한국엔터테인먼트산업학회논문지
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    • 제15권7호
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    • pp.97-106
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    • 2021
  • 본 연구의 목적은 청소년인 중학교 1학년을 대상으로 또래애착, 자아존중감, 학교생활적응이 공동체의식에 미치는 영향을 파악하기 위함이다. 이를 위해 한국아동·청소년패널조사 2010(KCYPS)의 초1패널 데이터 중 7차 자료(중학교 1학년)인 2016년 데이터를 자료원으로 하였으며, 총 2,000명을 대상으로 연구를 수행하였다. 수집된 자료에 대한 통계는 IBM SPSS statistics version 23.0을 이용하여 기술통계, t-test, ANOVA, Pearsons's Correlation과 다중회귀분석을 하였다. 연구결과 청소년인 중학교 1학년의 공동체의식에 영향을 미치는 통계적으로 유의한 변수는 또래애착, 학교생활적응이었으며, 가장 큰 영향력을 미치는 것으로 규명된 변수는 학교생활적응이었다. 공동체의식을 고취시키기 위해서는 학교생활적응을 증진시키는데 우선을 두어야 할 것이다.

인터넷 쇼핑몰에서의 의류제품 구매결정요인 (Purchase Decision Factors on Clothing in Internet Shopping Mall)

  • 지혜경
    • 한국의상디자인학회지
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    • 제14권2호
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    • pp.185-198
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    • 2012
  • This study aims to find out the influential factors and the relative power of these factors on the clothing purchase decision in internet shopping mall. For this purpose, this study surveyed 500 male and female consumers in their 20's~40's for empirical analysis who have ever purchased clothing through internet shopping malls. Respondents are selected using the convenience sampling through internet survey in August 2011. For statistical analysis descriptive statistics, reliability analysis, factor analysis and regression analysis are carried out using SPSS for Windows 12.0. The results are as follows. First, purchase decision is significantly affected by the expressional/physical properties of the product and product pictures. Second, purchase decision is significantly affected by the usefulness of shopping mall and the importance of purchase. Third, in consumer related factors, product value awareness, reliability of shopping mall, clothing involvement, psychological/economical perceived risks and age affect purchase decision. Fourth, in the regression analysis of the above significant variables on purchase decision, the order of power of these influential factors is expressional/physical properties of product, the importance of purchase, product picture, age and clothing involvement. The results of this study will help internet fashion enterprises to handle the variables of product, shopping mall, and consumer related for enhancing the purchase rate.

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중년여성의 주관적 건강상태, 외상 후 성장, 사회적 지지가 성공적 노화에 미치는 영향 (The Influence of Subjective Health Status, Post-Traumatic Growth, and Social Support on Successful Aging in Middle-Aged Women)

  • 이승희;장형숙;양영희
    • 대한간호학회지
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    • 제46권5호
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    • pp.744-752
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    • 2016
  • Purpose: This study was done to investigate factors influencing successful aging in middle-aged women. Methods: A convenience sample of 103 middle-aged women was selected from the community. Data were collected using a structured questionnaire and analyzed using descriptive statistics, two-sample t-test, one-way ANOVA, Kruskal Wallis test, Pearson correlations, Spearman correlations and multiple regression analysis with the SPSS/WIN 22.0 program. Results: Results of regression analysis showed that significant factors influencing successful aging were post-traumatic growth and social support. This regression model explained 48% of the variance in successful aging. Conclusion: Findings show that the concept 'post-traumatic growth' is an important factor influencing successful aging in middle-aged women. In addition, social support from friends/co-workers had greater influence on successful aging than social support from family. Thus, we need to consider the positive impact of post-traumatic growth and increase the chances of social participation in a successful aging program for middle-aged women.