• 제목/요약/키워드: logistic multiple regression

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도시가계의 소비지출과 소비지출패턴의 결정요인 (A Study on the Consumption Expenditure and Patterns of Urban Households)

  • 황은애;이승신
    • 대한가정학회지
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    • 제37권8호
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    • pp.117-132
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    • 1999
  • This study analyzed how not only socio-economic variables but also lifestyle variables affect the expenditure and the patterns of households. The result of multiple regression analysis resealed that economic variables(e.g, income, saving, property) and lifestyle variable(e.g, enjoyment and convenience seeking type) affected the consumption expenditure. Based on the result of cluster analysis, The consumption expenditure patterns of urban households were separated as 1)necessity dominant pattern, 2)transportation $.$ communication dominant patters, 3)other consumption dominant pattern, 4)education$.$culture and recreation dominant pattern. The result of logistic analysis revealed that debt, saying and living location variables were major factors to determine the consumption expenditure patterns of urban households. But did not Influence on the Consumption Expenditure Patterns.

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개에서 Malassezia pachydermatis에 의한 피부염의 위험요인에 관한 Case-control 연구 (Risk Factors for Malassezia pachydermatis-associated Dermatitis in dogs: a Case-control Study)

  • Son-il Pak;Hwa-young Youn
    • 한국임상수의학회지
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    • 제16권1호
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    • pp.80-85
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    • 1999
  • Malassezia(Pityrosoprum) pachydermatis에 의한 피부염의 위험요인을 파악하고자 1997년 1월에서 1998년 12월까지 서울대학교 수의과대학 부속동물병원에 내원하여 본 질환으로 진단된 29두와 동일한 기간 동안 피부과 검사에서 임상적으로 건강한 개로 확인된 97 두의 대조군을 대상으로 분석하였다. 각 설명변수에 대한 교차비(odds ratio, OR)와 신뢰구간(confidence interval, CI)은 변수보정법을 사용하여 계산하였다. 다른 공변수를 보정한 상태에서 다중 로지스틱 회귀분석(multiple logistic regression analysis)을 시행한 결과 피부병기왕력(p=0.0059; OR, 4.44; CI, 1.5∼12.8)과 비만(p=0.0013; OR, 5.38; CI, 1.9∼14.9)은 유의한 위험요인으로 나타났다. 단변량 분석(univariate analysis)에서 주 사료로 고기를 섭취하는 경우 피부염의 위험이 높은 변수로 작용하였지만(p=0.0398; OR, 6.38; CI, 1.1∼37.3) 다른 공변수를 보정한 분석에서는 유의하지 않은 것으로 나타났다. 성별, 품종, 및 예방접종은 위험요인으로 작용하지 않았다.

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전자제품 조립작업관련 근골격계 증상호소율과 관련요인 (Risk Factors Related to Musculoskeletal Symptoms in Electronics Assembly Line Workers)

  • 김종인;박승헌
    • 대한안전경영과학회지
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    • 제6권2호
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    • pp.11-21
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    • 2004
  • Objectives: The aim of this study is to determine prevalence and related factors of musculoskeletal symptoms in electronics assembly line workers. Method: A questionnaire survey was performed on 350 workers in In-chon city. The questionnaire consisted of questions on the general characteristics, work duration, working hours, hobby activity hours, housekeeping activity hours and standardized descriptions of NOISH on musculoskeletal symptoms. Result: Complaint rates of musculoskeletal symptoms by anatomical site were as follows: shoulder, 67% : neck, 40.4% : waist, 28.7% : wrist and hand, 27.1% : foot and leg, 14.4% : arm and elbow, 11.2%. Significantly higher prevalence of shoulder musculoskeletal symptom was found women than men, married than unmarried, less than 1hours housekeeping activity than over 1hours housekeeping activity. Multiple logistic regression analysis identified gender, marital status and housekeeping activity as the main affecting factors for shoulder musculoskeletal symptoms. Conclusions: The most prevalence of musculoskeletal symptoms was shoulder site. It was higher in married women and over 1hours housekeeping activity in a day. It is recommended that married women should be reduce housekeeping activity time.

학교 따돌림과 청소년이 지각한 부모의 양육행동과의 관계 (The Relationship between School Bullying and Perceived Parenting Practices of Adolescents)

  • 김동희;김영신;고윤주
    • 한국학교보건학회지
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    • 제23권2호
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    • pp.89-96
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    • 2010
  • Purpose: To examine whether three, specific maternal and paternal parenting are associated with school bullying. Methods: A longitudinal study was conducted among 1585 seventh and eighth-grade students in two middle schools participated in the study between 2000 and 2001. The instruments were the Korean Peer Nomination and Childrearing Behavior Questionnaire (measuring three dimension of parenting practice: Warmth/acceptance, rejection/restriction, and permissiveness-nonintervention). Descriptive and multiple logistic regression analyses were performed. Results: The ORs of perpetrator with maternal rejection/restriction parenting was 1.065 (confidence interval: 1.008~1.126). Conclusion: Adolescents who were experiencing maternal rejection/restriction was at significantly increased risk for being perpetrators. Development of preventive and intervention programs with the goal of improving parenting skills may help to reduce adolescent school bullying.

한국 ICT서비스산업의 개방형 혁신에 영향을 미치는 요소 분석 : 네트워크 서비스를 중심으로 (Analysis on Determinant Affecting Open Innovation of Korean ICT Service Industry : Focusing on Network Service)

  • 김응도;김홍범;배기수
    • 경영과학
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    • 제32권4호
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    • pp.175-192
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    • 2015
  • Due to the emergence of open innovation driven by development of network service technologies and convergence in ICT service industry, It is necessary for ICT service firms to examine their capabilities for open innovation. The purpose of this paper is to empirically examine determinants affecting open innovation in Korean ICT service industry. In order to analyze, this paper uses logistic and multiple regression models based on survey data of Korean ICT service firms. Estimation results show that external network for collaboration is positive on the technological innovation activity regardless of the innovation type. Specifically, user networks are significant in all types of technology innovation, revealing that it is important to innovation activities of the ICT service firms.

The Impact of Internet Addiction on Depression among Korean Adolescent Middle and High School Students

  • Yi, Yunjeong;Hyun, Sook-Jung;Lee, Jinhwa;An, Ji-Yeon
    • International Journal of Contents
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    • 제13권2호
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    • pp.6-13
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    • 2017
  • It is a well-known fact that Internet addiction adversely affects mental health of adolescents. This study was conducted to determine whether there is a difference in the experience of depression according to the level of Internet addiction. Participants included 73,238 middle and high school students from the Korean Youth Risk Behavior Web-based Survey (KYRBWS) conducted in 2010. The level of Internet addiction and the experience of depression were assessed using self-diagnosis questionnaires. Multiple logistic regression analysis was used to identify the association between Internet addiction and depression. High-risk and potential-risk Internet users were 1.61 times and 1.21 times more likely to experience depression, respectively, than normal Internet users. The increase in depression was more significant in girls students. Acknowledging the connection between Internet addiction and depression, the problem should be tackled from the perspective of school health by providing systematic Internet addiction prevention and treatment programs.

노인가계의 재무전략유형에 관한 연구 (A study on the Financial Strategies in Elderly Households)

  • 박진영;김영숙
    • 한국생활과학회지
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    • 제16권1호
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    • pp.75-87
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    • 2007
  • The purpose of this study was to classify the financial strategies in elderly households. The data of 4,577 households with all ages and 1255 elderly households is from the Korean Labor and Income Panel Study(2000, 2003). The data were analyzed by various statistical methods such as frequency, mean-test, Duncan's multiple range test, k-mean cluster analysis and logistic regression. Findings were as follows; First, the classified household financial strategy types were Residual(44.3%), Financial Assets(24.0%), Informal Institutional(19.7%), Diversified Portfolio(7.6%), Real Estate(4.5%). Second, the criteria of classification of the financial strategies were relative, not absolute. Third, households(both elderly households and all households) that employed a diversified portfolio strategy had the greatest net wealth.

산재근로자 후유증상 관리 서비스 만족에 영향을 미치는 요인 (The Factors Influencing the Satisfaction of Medical Sequelae Management Service among Injured Workers)

  • 최윤영;최은숙
    • 한국직업건강간호학회지
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    • 제17권2호
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    • pp.210-215
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    • 2008
  • Purpose: This study aimed to find the factors affecting medical sequelae management service satisfaction among injured workers. Method: This study population were 200 randomised samples of 619 medical sequelae management beneficiaries from April to June 2007 among occupational accident treatment ending workers in 2006. Data were collected through the telephone survey from November 28 to December 7 in 2007. Data were analyzed by ${\chi}^2$ test and multiple logistic regression using SAS 9.1 version. Results: According to the finding of this study, positive perceptions for the purpose and the effect of medical sequelae management were the factors influencing the satisfaction of medical sequelae management service. Conclusions: We recommend key issues to take into account for enhancing medical sequelae management service satisfaction in workers' compensation as follows; explaining the purpose and effect of medical sequelae management to client, evaluating medical sequelae management effect, and the policy participation of medical profession.

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Impact of Socioeconomic, Behavioral and Psychological Factors for Children's Self-Reported Oral Symptoms

  • Kwak, Seon-Hui;Shin, Bo-Mi
    • 치위생과학회지
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    • 제17권3호
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    • pp.257-266
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    • 2017
  • This study investigated factors affecting the subjective experience of oral symptoms among 2,285 elementary school students in the fourth and sixth grades using the Korean survey on the Health of Youth and Children in 2010. After conducting chi-square and Mann-Whitney U tests, we performed multiple logistic regression analysis to determine the factors affecting children's experience of oral symptoms. We found that the factors most frequently associated with the subjective experience of more oral symptoms were lower tooth brushing frequency, greater intake of foods that cause dental caries, higher stress levels, and lower levels of support from friends. In conclusion, determinants of children's oral health, such as children's oral health behaviors and psychological factors must be considered in a multifaceted approach to developing programs to promote oral health among children.

초기 청소년의 외현적 공격성 변화유형과 예측요인 : 성장혼합모형의 적용 (Types of Changes in Overt Aggression and Their Predictors in Early Adolescents : Growth Mixture Modeling)

  • 서미정;김경연
    • 아동학회지
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    • 제31권3호
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    • pp.83-97
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    • 2010
  • Growth mixture modeling was used to identify types of changes in overt aggression from Grades 4 to 7 among a sample from the Korean Youth Panel Survey. Three discrete patterns were found to adequately explain changes of overt aggression in both boys and girls : Persistent intermediate aggression; Increasing aggression; and Decreasing aggression. Most boys (93%) fell into the Persistent intermediate aggression group and 49% of girls were found to fall into the Increasing aggression group. This suggests that prevention programs should recognize that girls are at risk of increasing aggression in their early adolescence. Multinomial logistic regression analysis shows that self-control, child abuse, peer support, and involvement with deviant peers at Grades 4 were all strongly associated with trajectory class membership. These associations did not differ by gender. These findings suggest that prevention programs should focus on the multiple risk factors of both boys and girls.