• Title/Summary/Keyword: Multi-level regression

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

  • Kim, Ye-Soon;Min, Jinjoo;Ho, Seunghee
    • The Journal of Korean Society for School & Community Health Education
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    • v.23 no.3
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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.

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

  • Nam, Hyun-A;Cho, Eun-young
    • Journal of the Korean Society of School Health
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    • v.29 no.2
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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.

The Influence of Formalized Task Environment on the Experience of Job Stress: Focused on Locus of Control as Moderate Variable (공식화된 과업환경과 직무스트레스간의 관계: 통제위치의 조절역할을 중심으로)

  • 신재기
    • The Journal of Information Technology
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    • v.3 no.1
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    • pp.177-189
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    • 2000
  • It was investigated this study how much individual's job stress would be explained by formalized task environment. also, would be explained locus of control as moderate variable. The data used in the study were collected from employees in domestic corporate. After sending the total of 150 questionnaires, 113 responses were returned. Among the returned questionnaires, 9 poor responses were excluded, and the remained 104 copies were analyzed. The final regression model included formalized task environment as statistically significant, but locus of control as statistically non-significant. it was relied on a lack of sample. This study was to open job stress studies up multi level study(individual - organizational level).

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

  • Jung, Eun-Young;Jung, Sang-Jin
    • The Korean Journal of Health Service Management
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    • v.8 no.4
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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.

A Study on Performance Improvement and Perception Difference of SMEs Using TPB: Focusing on Corporate Ethical Responsibility Activities, Personal Characteristics and POS

  • YANG, Hoe-Chang
    • Journal of Distribution Science
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    • v.17 no.8
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    • pp.57-66
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    • 2019
  • Purpose - The purpose of this study is to elucidate the perception differences between CEOs and employees, and to derive a plan for improving performance by using theory of planned behavior (TPB) to enhance the competitiveness of SMEs exposed to various difficulties until recently. Research design, data and methodology - A total of 238 valid questionnaires were collected for CEOs and members of SMEs. In order to clarify the difference of perception, independent sample t-test and multi-group analysis using AMOS were conducted. Simple regression analysis and structural equation were used to confirm whether the theory of planned behavior was applied at the level of SME. Results - The CEO group is more aware of company's ethical responsibility activities and organizational support than the group of employees, and collectivism contributes more to organizational development than individualism tendency. Also, the theory of planned behavior is applied to the SME level as well. Conclusion - This study suggest that CEOs need to accept the pluralism of their members for the development of SMEs. In addition, it is necessary to form a consensus on ethical responsibility activities that corporations are performing by supporting diverse strategies and members' participation in management decision-making.

A study of the factors in Economic Dependency in the Senior Center for the Elderly -on the Basis of Elderly in Songpa-gu, Seoul- (경로당 이용노인의 경제적 의존성에 영향을 미치는 요인 -서울시 송파구 노인을 중심으로-)

  • Lee, Ae-Lyeon;Kim, Ji-Eun
    • Journal of Family Resource Management and Policy Review
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    • v.16 no.4
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    • pp.213-233
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    • 2012
  • This descriptive study about a community center for elderly users identifies factors influencing economic dependency. The objective of this study is to find factors that contribute to increased economic dependency and to provide basic data for preventing conflict between caregivers and elderly dependents. The subjects are 204 elderly persons who are community-center users in SongPa-Gu. Thirteen dongs (administrative areas) were chosen randomly in a cluster sample from among 26 dongs in Soungpagu containing a total of 158 community centers for the elderly. I obtained informed consents for my research from all subjects, and collected data by conducting interviews from June 28th, 2011 to August 7th, 2011. The data was analyzed by descriptive statistics, t-test, one-way ANOVA, Duncan test and multi regression analysis. The mean economic dependency score was 3.23, meaning that subjects with this score are dependent at a level that is "over intermediate". The level of formal education, homeownership, financial assistance from family and the number of families, financial assistance to the family and the number of families, economic life satisfaction, self efficacy and social support.

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The effect of Quality of Life by chronic disease using Bigdata (빅데이터를 이용한 만성질환 유무에 따른 삶의 질에 미치는 영향)

  • Kim, Min-kyoung;Cho, Young-bok
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.10a
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    • pp.282-285
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    • 2018
  • The purpose of this study is to investigate the effect of personal factors and community factors on the quality of life based on the presence of chronic diseases based on the Big Data Platform. The research methodology was the matching of the 2017 Community Health Survey data and the National Statistical Office data to the health center units. In the study, The higher the age, the higher the education level, the higher the monthly household income, the economic activity, the spouse, the higher the quality of life. In the case of community factors, the lower the population density, the lower the elderly population ratio, the more doctors engaged in medical institutions, the higher the financial independence, the higher the quality of life.

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Factors related to Happiness of Male and Female Individuals in One-Person Households: Using the 2017 Community Health Survey (1인 가구 남성과 여성의 행복감 관련 요인: 2017년 지역사회건강조사 자료 활용)

  • Kim, Kyung Sook
    • The Journal of Korean Society for School & Community Health Education
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    • v.20 no.2
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    • pp.109-124
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    • 2019
  • Purpose: The purpose of this study was to compare the happiness level of one-person households according to gender in Korea and identify factors influencing householders' happiness. Methods: This was a descriptive correlational study design using the 2017 Community Health Survey data. The participants were 8,724 male and 16,810 female individuals in one-person households. Complex samples descriptive statistics, cross analysis, general linear model, and multi-order regression were conducted to identify the health status, health behavior, and factors influencing happiness. Results: The mean score of happiness was higher in female than male individuals. The main factors of happiness of male householders were suicide thought experience, subjective health level, and experience of having necessary medical services. The main factors of happiness of female householders were suicide thought experience, household income, depression experience. Conclusion: It is necessary to develop and implement nursing interventions and policies according to priorities for the happiness of one-person householders.

Impact of Gratifications Obtained on Behavioral Intention Watching OTT Services (OTT 시청에 따른 획득충족이 이용자의 행동 의도에 미치는 영향)

  • Song, Keun-Tae
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.4
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    • pp.331-338
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    • 2022
  • The purpose of this study is to examine the effect of Gratifications Obtained (GO) on behavioral intention targeting Over-the-Top (OTT). The study chooses quality of content, variety of content, leisure activity, entertainment, the convenience of watching, and reasonable rate ratio as factors of GO. The number of subjects for the research is 330 people aged from their twenties to thirties in Daegu and Gyeongbok province. This study employs multi-regression analysis to analyze the impacts of GO on behavioral intention. The analysis shows that quality of content and variety of content influence behavioral intention at a significance level of 0.01, and entertainment and the convenience of watching influence at a significance level of 0.05.

Assessment of Soil Compaction Related to the Bulk Density with Land use Types on Arable Land

  • Cho, Hee-Rae;Jung, Kang-Ho;Zhang, Yong-Seon;Han, Kyung-Hwa;Roh, Ahn-Sung;Cho, Kwang-Rae;Lim, Soo-Jeong;Choi, Seung-Chul;Lee, Jin-Il;Yun, Yeo-Uk;Ahn, Byoung-Gu;Kim, Byeong-Ho;Park, Jun-Hong;Kim, Chan-Yong;Park, Sang-Jo
    • Korean Journal of Soil Science and Fertilizer
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    • v.46 no.5
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    • pp.333-342
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    • 2013
  • Soil compaction is affected by soil texture, organic matter (OM), strength (ST) and soil moisture, which is difficult to understand the degree and effects of related factors. The purpose of the study is to assess the impact of them on the compaction with bulk density (BD). The analysis was conducted with data collected from national-wide monitoring sites including 105 upland soils, 246 orchard soils, and 408 paddy soils between 2009 and 2012. The distributions of soil physical properties were measured. The correlation and multi linear regression analysis were performed between soil physical properties using SAS. The regression equation of BD(y) includes ST, gravitational water contents (GWC), and OM as variables commonly, having additional factors, clay content and sand content in paddy soil and upland soil for only subsoil (p<0.001). Our results show that the BD could be explained about 40~50% by various physical properties. The regression was mainly determined by ST in orchard and upland soil and by the GWC in paddy soil. To mitigate soil compaction, it is important to maintain the proper level of OM in upland soil and to consider the moisture condition with soil texture in paddy soil when making work plan. Furthermore, it would be recommended the management criteria classified by soil texture for the paddy soils.