• 제목/요약/키워드: Multi-level Regression Analysis

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성인 장애 여성의 생활만족도에 영향을 미치는 요인은 무엇인가? (What factors affect life satisfaction among Women with Disabilities?)

  • 김예순;민진주;호승희
    • 한국학교ㆍ지역보건교육학회지
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    • 제23권3호
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    • pp.1-13
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    • 2022
  • Objectives: The purpose of this study is to identify the life satisfaction of women with disabilities and the factors affecting their life satisfaction to improve their quality of life. Methods: This study used secondary data, the 2020 Survey of the Disabled. The subjects were 2,725 women with disabilities aged 20 or older who responded to the survey. The SPSS Windows 26.0 program was used for data analysis. Technology analysis, chi-test, and multi-logistic analysis were performed to identify the factors affecting the life satisfaction of women with disabilities. Results: Age, education level, marital status, type of medical insurance type, subjective economic status, disability severity, subjective health status, health screening, chronic disease, stress, depression, suicidal ideation, and variables that can go out alone. As a result of multi-logistic regression analysis on factors affecting life satisfaction of women with disabilities, it was analyzed that education level, marital status, subjective economic status, subjective health status, health screening, chronic disease, stress cognitive status, depression, suicide ideation, and variables that can go out alone had a statistically significant effect. Conclusion: Based on the analysis results of this study, it is required to develop and operate health education and health promotion programs for physical and mental health management of women with disabilities.

Moderating Effect of Family Support on the Relationship between Parenting Stress on Depression of Immigrant Women

  • Park, Ok-Im;Moon, Hee
    • 여성건강간호학회지
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    • 제17권5호
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    • pp.447-453
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    • 2011
  • Purpose: The purpose of this research was to identify levels of parenting stress, depression and family support of immigrant women and to investigate the moderating effect of family support on the relationship between parenting stress and depression of immigrant women. Methods: The research was carried out with 86 immigrant women who were registered in multi-cultural support centers and receiving education in three cities South Jeolla Province. Data were collected using structured questionnaires and analyzed using descriptive statistics, correlation analysis and hierarchical regression analysis with SPSS/WIN 17.0. Results: The level of parenting stress perceived by the immigrant women was moderate and the level of depression was slightly high. The level of family support as perceived by the wives was slightly high as well. There was a positive correlation between depression and parenting stress but no correlation with family support. Effects of parenting stress on depression were moderated by family support. Conclusion: Results indicate that family support provided to immigrant women moderated effects of parenting stress on depression. Accordingly, as family support is critical to immigrant women, education and other programs need to be provided to promote understanding of family support as a help for immigrant women.

관절염 유병 노인의 건강관련 삶의 질(HINT-8)에 미치는 영향요인: 1인가구와 다인가구의 비교 (Factors Influencing the Health-Related Quality of Life (HINT-8) of the Elderly with Arthritis: Comparison of Single-Person Household and Multi-Person Household)

  • 박지경
    • 대한통합의학회지
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    • 제11권3호
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    • pp.35-47
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    • 2023
  • Purpose : As the population aging deepens, the number of elderly people with arthritis is also continuously increasing. Accordingly, this study intended to identify the factors influencing the health-related quality of life (HINT-8) of the elderly with arthritis according to household type and provide baseline data for developing a measure to enhance the life quality of the elderly with arthritis. Methods : The factors influencing the health-related quality of life (HINT-8) of the elderly with arthritis were identified based on the raw data from the Korea national health and nutrition examination survey conducted in 2021. Data were analyzed with SPSS Statistics ver 25.0 for windows (IBM Corp), and the significance level (α) was set to .05. Statistical analysis was performed with t-test, ANOVA, multiple regression analysis, and post-hoc analysis with Duncan test. Results : The factors that influenced the health-related quality of life (HINT-8) of single-households were medical aid (β=-.17, p=.045), restriction of activity (β=-.17, p=.023), self-rated health status (β=.29, p<.001), and anxiety scale (β=-.36, p<.001). The factors that influenced the health-related quality of life (HINT-8) of multi-households were an age of 75 or over (β=-.14, p=.011), living in rural (β=-.14, p=.003), the outpatient department treatment experience (β=-.09, p=.047), self-rated health status (β=.26, p<.001), anxiety scale (β=-.29, p<.001), and stress (β=-.22, p<.001). Conclusion : Factors affecting the health-related quality of life (HINT-8) of the elderly with arthritis were found to be different between single-person households and multi-person household. Therefore, it is necessary to prepare measures to improve the quality of life of the elderly with arthritis by considering the factors influencing the health-related quality of life (HINT-8) of the elderly with arthritis according to the household type identified in this study.

다기간 자료포락분석을 이용한 전기차 충전소 효율성 변화 분석 (Analysis on the Efficiency Change in Electric Vehicle Charging Stations Using Multi-Period Data Envelopment Analysis)

  • 손동훈;강영수;김화중
    • 산업경영시스템학회지
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    • 제44권2호
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    • pp.1-14
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    • 2021
  • It is highly challenging to measure the efficiency of electric vehicle charging stations (EVCSs) because factors affecting operational characteristics of EVCSs are time-varying in practice. For the efficiency measurement, environmental factors around the EVCSs can be considered because such factors affect charging behaviors of electric vehicle drivers, resulting in variations of accessibility and attractiveness for the EVCSs. Considering dynamics of the factors, this paper examines the technical efficiency of 622 electric vehicle charging stations in Seoul using data envelopment analysis (DEA). The DEA is formulated as a multi-period output-oriented constant return to scale model. Five inputs including floating population, number of nearby EVCSs, average distance of nearby EVCSs, traffic volume and traffic congestion are considered and the charging frequency of EVCSs is used as the output. The result of efficiency measurement shows that not many EVCSs has most of charging demand at certain periods of time, while the others are facing with anemic charging demand. Tobit regression analyses show that the traffic congestion negatively affects the efficiency of EVCSs, while the traffic volume and the number of nearby EVCSs are positive factors improving the efficiency around EVCSs. We draw some notable characteristics of efficient EVCSs by comparing means of the inputs related to the groups classified by K-means clustering algorithm. This analysis presents that efficient EVCSs can be generally characterized with the high number of nearby EVCSs and low level of the traffic congestion.

일 지역 종합병원 종사자들의 환자 의료정보 보호에 관한 인식도와 실천도 (A Study on Perception and Practice of Protecting the Patient Medical Information in Some General Hospital Employees)

  • 정은영;정상진
    • 보건의료산업학회지
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    • 제8권4호
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    • pp.35-45
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    • 2014
  • This study aimed to identify the relationship between the awareness of employees in medical institutes on the protection of medical information and their practice, and basic data of the development of a protection policy is presented. The subjects of the study were 433 employees of general hospitals located in G city and they were interviewed to ascertain their awareness of the protection of medical information and their practice level. The collected data was analysed with a t-test, a dispersion analysis, a Pearson analysis, and a multi-regression analysis. The mean scores on the awareness of protection of medical information was $4.0{\pm}0.7$, and that for the proficiency level was $3.7{\pm}0.7$. As a relevant factor for awareness and proficiency, education in medical information protection was significantly related to awareness. Education experience in medical information protection and the daily mean number of patients in hospitals had a significant relationship with scores on awareness.

AASHTO 설계법을 이용한 아스팔트 콘크리트 포장체의 피로파괴준식 개발에 관한 연구 (Development of Failure Criterion for Asphalt Concrete Pavement Based on AASHTO Design Guide)

  • 김수일;이광호
    • 대한토목학회논문집
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    • 제11권3호
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    • pp.59-65
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    • 1991
  • 본 연구에서는 국내 고속도로의 표준단면들을 포함한 포장구조 해석모델을 사용하여 아스팔트 콘크리트 포장체의 피로파괴 기준식을 개발하였다. 해석 대상 모델은 쇄석 및 아스팔트 안정처리 기층을 갖는 2430개의 4충 포장구조로 하였으며, 각 모델의 물성을 공용성 한계를 PSI=2.5로 한 AASHTO 설계식과 다층 탄성해석 프로그램인 SINELA에 적용, 포장체의 통과예상 교통량과 아스팔트 콘크리트층 하단에서의 최대 인장 변형률과의 관계를 회귀분석하였다. 분석 결과로부터, 신뢰도 50%와 95% 수준의 파괴기준식을 제안하였다. 타 연구결과와 비교한 결과 신뢰도 95% 수준의 파괴기준식은 균열의 발생을 공용성 한계로 보는 기존의 피로 파괴기준식과 같은 정도의 교통량을 추정하고 있음을 알 수 있었다. 또한 신뢰도 수준에 따른 파괴기준식을 신뢰도 50%, 수준의 파괴기준식으로부터 간접 추정할 수 있는 관계식을 제안하였다.

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청소년의 인터넷 중독현상과 자기통제기대의 구조적 경로모형에 관한 연구 (The Structural Path Model of Adolescents′ Internet Addiction and Expected Self-Control)

  • 박재성
    • 보건교육건강증진학회지
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    • 제21권3호
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    • pp.1-17
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    • 2004
  • The purpose of this study is to evaluate the roles of expected self-control and expected self-control results in explaining adolescents' Internet addiction. In the study model, expectations of self-control and self-control results directly determine Internet addiction and Internet use time meditates the impacts of expectations of self-control and self-control results on Internet addiction. The study subjects are 1,080 middle and high school students in Busan. Stratified cluster sampling is applied by school type and school year. The response rate is 96%(l,037cases). This study develops the scales of expected self-control and expected self-control results. The scales of Internet addiction are devised by using the concept of functional dependency such as salience, withdrawal symptoms, mood modification, tolerance, relapse, and conflict. For verifying the study model, path analysis and multiple regression models are applied for identifying path significants and evaluating confounding effects of control variables, respectively. Moreover, multi partial F-test is performed for selecting the best regression model. Expected self-control is a significant determinant of Internet addiction and Internet use time that also significantly explains Internet addiction. The total effect of expected self-control towards Internet addiction is -.95. The total effect is comprised with the direct effect (-.71) and the indirect effect(-.24). In this result, the direct effect refers a curative effect since expected self-control directly reduces the level of Internet addiction, and the indirect effect refers a preventive effect because self-control can reduce time of Internet use that is a direct determinant of Internet addiction. In the test of the confounding effects of control variables, there are no confounding effects in the models of multiple regression. It implies a robustness of the study model as regards control variables. In conclusion, improving adolescents' expected self-control can control Internet addiction level. This finding implies that a health promotion program for improving expected self-control can be a cost effective method compared to other approaches.

보안 인지 및 실천 현황 분석을 통한 대학 연구정보보안 수준 제고 방안 (Improving Research Information Security in Academic Institutes through the Analysis of Security Awareness and Activities)

  • 박일형;김성우;서승우
    • 정보보호학회논문지
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    • 제20권2호
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    • pp.91-108
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    • 2010
  • 대학은 국가적으로 연구개발비 및 연구인력 측면에서 큰 비중을 차지하고 있는 핵심연구기관임에도 불구하고 연구정보보안에 대한 투자가 소홀하여 연구정보 유출이 우려되고 있는 것이 현실이다. 이와 관련, 본 논문에서는 연구정보 유출을 예방하기 위한 노력의 일환으로 대학 구성원의 보안 인지수준과 실천수준을 분석하고 대학내 연구정보보안 수준 제고를 위한 구체적 방안을 제시한다. 이를 위해 먼저 대학 구성원을 대상으로 실시한 설문조사 결과를 분석하여 연구정보보안 및 보안의식에 관련된 현황을 파악한다. 이를 바탕으로 상관관계분석, 일원배치 분산분석, 다중회귀분석 등 통계분석을 실시하여 정보보안의식 및 보안실천수준, 전임교원 보안수준, 연구실 정보보안 관리절차와 같은 문제점들이 존재함을 보인다. 마지막으로 분석결과를 기반으로 교육 홍보를 통한 보안지식 및 의식 개선, 연구책임자 의무사항을 포함하는 연구실 보안관리 규정 제정, 정보유출방지 출입자 통제 솔루션 등의 보안수준 향상을 위한 대책들을 제시한다.

유치원 아동의 예방적 건강관리를 위한 부모의 보건교육 형태 연구 (A Study on Health Education Behavior of Parent for Preventive Health Care of Kindergarten Children)

  • 이수정;정영일;문덕환;강성홍
    • 보건교육건강증진학회지
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    • 제19권1호
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    • pp.109-132
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    • 2002
  • The study surveyed 1,127 mothers whose children aged 3 to 5 went to 25 randomly selected kindergartens, which were located in Busan Metropolitan City and the adjacent Gimhae City, and analyzed the preventive health behaviors on their children and the condition of home health education on their children. As the compulsory kindergarten education will e to be implemented within 4 years, this study aimed to draw up the rudimentary material for health education at kindergartens. The study results are summed up as follows: 1. Mothers' awareness of health-related attitude and behavioral level for their children at kindergarten: 1) The general health condition of the children, which mothers are aware of, was that they were healthy on the whole. As their children becomes older, the income level of the parents is lower, and mothers have lower level of educational standard, the health condition of the children was found a little lower. 2) In terms of mothers' recognition of the practice level of preventive health behaviors, the items such as going to bed regularly, washing hands and feet well, and having meals regularly were high in the practice level, while exercise and tooth-brushing were not practiced well. 2. The condition of mothers' health education of their children: 1) It was found that washing hands and feet, restriction of overeating and preference for specific kinds of food, guidance on regular sleep and regular meal were practiced well among items of home health education targeting kindergarten children. 2) Mothers have obtained information on family health from printed matter such as newspaper or magazine rather than the visual media. 3) From the cross analysis of mothers' health education on children and children's health behaviors, as the standard of education of mothers was higher, so was the level of preventive health behaviors of children. 3. From the result of multi regression analysis of the factors influencing the preventive hygiene of kindergarten children, it was found that as the home health education level was higher, so was the health behavior of children. On the other hand, as the mothers were older, the health behavior of children became lower.

여고생의 자아정체감 형성에 영향을 미치는 요인 (A Study on the Factors Influencing Ego-identity Formation of Female High School Students)

  • 남현아;조은영
    • 한국학교보건학회지
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    • 제29권2호
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    • pp.107-115
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    • 2016
  • Purpose: This study is a descriptive survey which attempts to understand family strength, parenting attitude, and the ego-identity perceived by female high school students and identify the factors influencing ego-identity of the students. Methods: Data collection was carried out through a questionnaire survey of 186 female high school students. The collected data were analyzed by descriptive statistics, t-test. ANOVA, correlation analysis, and multi-variate regression analysis while using SPSS 23.0 program. Results: Family strength and the ego-identity perceived by female high school students were at a mid-level, with an average of 207.76 and 149.72 points, respectively. Parenting attitude showed scores higher than the mid-level, recording 90.36 points in average. As a result of analyzing the correlation between the factors, the higher family strength and the ego-identity of female high school students were, the better were the patenting attitudes of perceived parents. Besides, family health, parenting attitude, and family form (nuclear family) were found to be the factors influencing ego-identity formation of female high school students with the explanatory power being 25.5% in total. Conclusion: Developing intervention programs which take into account family strength is considered necessary to help the youth form positive ego- identity.