• Title/Summary/Keyword: Hierarchical multiple regression analysis

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Analysis of Factors Influencing the Utilization Rate of Public Health Centers in Korea (한국의 보건소 이용률에 영향을 미치는 요인 분석)

  • Park, Eun-A;Choi, Sung-Yong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.3
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    • pp.203-215
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    • 2019
  • This study was conducted to identify the utilization of public health centers, as well as the individual characteristics and regional characteristics that affect their utilization based on data from the 2016 Community Health Survey, National Statistical Portal, and National Institute of Environmental Research. Independent samples t-tests, variance analysis, and multiple logistic regression analysis were used for analysis. Hierarchical multiple regression was used to analyze individual and regional characteristics. The results of hierarchical multiple regressions revealed that aged regions, women, older age individuals, respondents with lower education level and income level, walking practitioners, nutrition label readers, individuals experiencing depression, those who have received health checkups, those who are not covered by essential care, those who have spouses, and basic livelihood beneficiaries have increased use of public health centers. However, the use of public health centers decreased in stressors, and regions in which the population per 1,000, number of health care workers, health and welfare budget, fiscal independence, and unemployment rate were above the national average. As above, the central government and local governments need to analyze not only individual characteristics such as health behavior and psychological factors, but also regional characteristics, when establishing local health care policy.

Statistical Hierarchical Analysis of Children Emotional Intelligence's Effects on Mural Preference, Emotion Cultivation, and Community Connection

  • Lee, Kang Il;Ko, Young Chun
    • Journal of Integrative Natural Science
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    • v.7 no.1
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    • pp.50-56
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    • 2014
  • To explore effects on each the emotional awareness, emotional expression, emotional empathy, and emotional regulation, of the sub-factors of the child's emotional intelligence, to mural preference, emotion cultivation, and community connection, the hierarchical multiple regression analyses are performed(as in Table 1, 2, and 3). As the results, we found the following facts. Children's mural preference, emotion cultivation, and community connection were expressed by the following equations in order, respectively. Mural Preference = $.170{\times}$[Emotional Awareness](t=2.118, $p=.036^*$) - $.025{\times}$[Emotional Expression](t=-.275, p=.783) + $.088{\times}$[Emotional Empathy](t=.938, p=.350) + $.139{\times}$[Emotional Regulation] (t=1.529, p=.128). Mural Emotion Cultivation = $-.021{\times}$[Emotional Awareness](t=-.294, p=.769) - $.205{\times}$[Emotional Expression](t=-2.573, $p=.011^*$) + $.265{\times}$[Emotional Empathy](t=3.156, $p=.002^*$) + $.192{\times}$[Emotional Regulation](t=2.361, $p=.019^*$). Mural Community Connection = $-.001{\times}$[Emotional Awareness](t=-.007, p=.995) - $.132{\times}$[Emotional Expression](t=-1.478, p=.141) + $.172{\times}$[Emotional Empathy](t=1.732, $p=.027^*$) + $.098{\times}$[Emotional Regulation](t=1.072, p=.285).

Factors Impacting the Work Efficiency and Stress of Case Managers with the Korea Worker's Compensation & Welfare Service (근로복지공단 사례관리자의 업무 효율 및 스트레스에 영향을 미치는 요인)

  • Lee, Su-jin;Kim, Seung Won
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.32 no.1
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    • pp.64-77
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    • 2022
  • Objectives: The purpose of this study is to objectify the level of case management performance and the factors influencing performance, to improve the case management performance at the Korea Worker's Compensation & Welfare Service (KWCWS) on the basis of the recognition of the objective realities of case management by job coordinators at the KWCWS, to develop a model of case management fit for the KWCWS, and to provide a basis for establishing guidelines for standardized case management. Methods: A total of 156 questionnaires were distributed to job coordinators at the KWCWS's headquarters, six regional headquarters, and 55 branches. One hundred forty-one questionnaires were collected and 126 were analyzed statistically using SPSS 21.0. Factor analysis and reliability analysis were conducted to verify the validity and reliability of the main measurement items in the research model. Frequency analysis was conducted for general characteristics of survey subjects. Frequency analysis or descriptive statistics were conducted to identify the level of independent variables (case manager's individual variables, job variables, institutional and organizational variables). Dependent variables (case management performance) and the degree of correlation were analyzed through correlation analysis between research variables. Multiple regression analysis and hierarchical regression analysis were conducted to examine the effect of independent variables on case management performance. Results: The results of the study showed that the level of overall performance in the five stages of case management was ordinary, with an average level of 3.45 on a 5-point scale. Levels of performance by step were institutional approach and intake (3.69), assessment (3.63), goal setting and intervention planning (3.46), implementation of intervention plan (3.32), and evaluation and termination (3.20), in that order. The explanatory power of case management performance (overall) by case managers with the KWCWS was case manager's institutional and organizational variables, job variables, and individual variables, in that order. At each stage of case management, the explanatory power of a case manager's institutional and organizational variables was found to be the greatest. The model changes at each stage of case management assume similar aspects statistically. In hierarchical regression analysis, it was institutional support that had a significant effect on case management performance (overall), and institutional support had the greatest effect. The results of multiple regression analysis in which all variables are input simultaneously showed that institutional support and expertise as well as self-efficacy had a positive effect. However, case management work experience, expertise (technology), and autonomy were found to have a negative effect during the stage of case management performance. Conclusions: As a result of the study, it was confirmed that raising the case manager's expertise and support from the institution and organization are important factors to improve the level of case management performance. The research also derived practical ways of reinforcement of case manager capacity, institutional and organizational support, operation of rehabilitation-case management teams, and occupational health-related aspects.

The Effect of the Stress and the School Adjustment on the Ego-Resiliency of Juveniles in Correctional Facility (교정시설 청소년이 지각하는 스트레스와 학교생활적응이 자아탄력성에 미치는 영향)

  • Kim, Youn-Soon;Um, In-Sook
    • Journal of Families and Better Life
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    • v.27 no.2
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    • pp.99-109
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    • 2009
  • The purpose of this study was to investigate the effect of the stress and the school adjustment on the ego-resiliency of juvenile. The sample size of this study is 283, which makes it possible to do statistical inferences. As statistical methods, multiple regression analysis and hierarchical regression analysis with SPSS 10.0 is used. The results were as follows: First, friends part, among the four sub-factors of stress, affect negatively ego-resiliency. Second, interest about school life, among the three sub-factors of school adjustment, affect positively ego-resiliency. Third, observation of school norm, among the three sub-factors of school adjustment, affect negatively ego-resiliency. Based of these results, this study suggested that how to elevate ego-resiliency of juvenile delinquencies.

Effects of Economic Factors on Happiness: Moderating Effects of Financial Management (경제적 요인이 행복에 미치는 영향: 재무관리 요인의 조절효과를 중심으로)

  • Park, Jooyung;Song, Kyechung;Oh, Segu
    • The Korean Journal of Community Living Science
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    • v.26 no.1
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    • pp.177-189
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    • 2015
  • This study investigates the effects of economic factors on happiness in terms of life satisfaction, one of the most important goals in human life, and examines the moderating role of financial management in the effect of financial stress. Data were collected total 341 individuals in Daejeon, Korea(235 college students and 105 women). The factors influencing life satisfaction were analyzed multiple regression analysis. Effects of moderating variables were tested hierarchical regression analysis. Subjective financial stress was related to both individualistic happiness and collectivistic happiness, whereas objective financial stress had a negative effect only on collectivistic happiness. Financial management (specifically control of expenditure behaviors) had positive effects on both individualistic happiness and collectivistic happiness. Financial management moderated the relationship between financial stress and happiness. The results have important implications.

The relationship between innovation and corporate performance: which of administrative or technical innovation is more useful for performance (중소기업의 혁신활동이 기업 성과에 미치는 효과: 관리혁신과 기술혁신의 공헌도 비교)

  • Ahn, Kwan-Young
    • Journal of the Korea Safety Management & Science
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    • v.15 no.2
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    • pp.263-271
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    • 2013
  • This paper reviewed the relationship between innovation(organization innovation, personnel innovation, product innovation, process innovation) and firm performance in small business. Based on the responses from 218 firms, the results of multiple regression analysis showed that personnel innovation, product innovation, and process innovation effect positively on all firm performance(sales, profit, market share, customer satisfaction), and organization innovation effects positively only on market share and customer satisfaction. The results of hierarchical regression analysis showed that technical innovation(product innovation, process innovation) effects more positively on sales, profit and customer satisfaction than administrative innovation(organization innovation, personnel innovation).

The Effect of Antecedents on Maternal Parenting Behaviors (유아기 자녀를 둔 어머니의 양육행동에 영향을 미치는 요인)

  • 김미성;전귀연
    • Journal of the Korean Home Economics Association
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    • v.41 no.12
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    • pp.207-228
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    • 2003
  • The purpose of this study is to investigate what antecedents and how much these antecedents have an effect on mother's parenting behaviors. The subjects of this study are 251 mothers who have child 3 to 6 year old in Daegu and Kyugbook province. The data are analysed through frequency, percentile, mean, standard deviation, Cronbach's α, Pearson's correlation coefficient, multiple regression analysis, and hierarchical regression analysis. The major findings of this study are as follows:First, child's sex, temperament, and behavior problem, mother's parenting self-efficacy, and marital satisfaction and satisfaction of social support affect maternal affectionate parenting behavior. Second, child's temperament, mother's personality and parenting self-efficacy, and satisfaction of social support affect maternal control parenting behavior Third, mother's variables, especially parenting self-efficacy, have great effect on maternal affectionate parenting behavior than any other variables have. Forth, mother's variables, especially personality and efficacy of parenting, have great effect on maternal control parenting behavior than any other variables have.

A Study on the effect of Hierarchical culture of Construction Industry to the Empowerment and Organizational Effectiveness (위계문화가 임파워먼트 및 조직유효성에 미치는 영향에 관한 실증연구 -건설산업 중심으로-)

  • Kuark, Sang-Tai;Yang, Dong-Woo
    • Journal of Digital Convergence
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    • v.14 no.3
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    • pp.115-126
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    • 2016
  • The purpose of this study is to identify Hierarchical Culture of construction enterprises, Empowerment, and Organizational Effectiveness through empirical research. To perform this study, we carried out a survey targeting executives of construction companies in Seoul, metropolitan area, and non-metropolitan area. For analyzing, SPSS Statistical Techniques, Reliability analysis, Factor analysis, Multiple Regression analysis were used. The results of the study are as follows. First, the Hierarchy of the Culture affects significantly positive (+) on Organizational Effectiveness. Second, Hierarchical Culture affects the significantly positive (+) to the Empowerment. Third, Hierarchies and Cultural Empowerment was found to significantly affect the positive (+) on Organizational Effectiveness. Based on the conclusions, Hierarchical Culture of the domestic construction industry has a significant impact on Self-determination and the goal of consciousness among employees. In addition, this is helpful in Job Performance and Organizational Commitment.

A Study on the Factors Influencing Depression among Elderly People with, and without, Dementia (치매노인, 치매의심노인 및 일반노인의 우울에 영향을 미치는 요인)

  • Lee Keum-Jae;Lee Shin-Young
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.11 no.2
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    • pp.166-176
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    • 2004
  • Purpose: The purpose of this study was to identify the factors that affect depression among elderly people with, and without, dementia. Method: The participants were 903 people who were 65 or older and resided in Sungnam City. Data were collected from April to July 2002 using a questionnaire. The collected data were analyzed using descriptive statistics and hierarchical multiple regression aided by SPSS/PC. Result: The variables at the final step of the regression equation accounted for 28.2% of variance in the dementia group, 21.4% in the group with suspicious dementia, and 18.9% in the normal group. The multiple regression analysis revealed that ADL and instrumental support were related significantly to depression in the dementia group. Self-rated health, IADL, social activity support, and instrumental support were significantly related to depression in the group with suspicious dementia. In the normal group, education, self-rated health, and living arrangement with family were significantly related to depression. Conclusion: Social support and health condition are important to decrease depression in elderly people with dementia.

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Gender Differences in Oral Health Literacy related Factors among Elderly People (성별에 따른 노인의 구강 건강정보 이해능력 관련요인)

  • Lee, Kyu Eun;Yom, Young-Hee;Kim, Sang Suk;Han, Jung Hee
    • Research in Community and Public Health Nursing
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    • v.25 no.1
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    • pp.54-64
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    • 2014
  • Purpose: This study is to measure oral health literacy levels and to identify oral health literacy related factors in elders. Methods: The research design for this study was a descriptive survey design using convenience samples. Data collection was done by using a self-report questionnaire with 321 elders from three welfare centers for the aged and two senior centers located in three cities. Data were analyzed by using percentage, mean, standard deviation, t-test, ANOVA, Scheff$\acute{e}$, Pearson's Correlation Analysis and hierarchical multiple regression with the SPSS Win 18.0 Program. Results: The oral health literacy scores of male elders were higher than those of female elders (t=9.73, p=.002). In hierarchical multiple regression analysis, education levels, smoking and oral health statuses were significant predictors and accounted for 29.8% of the male elders' oral health literacy. For female elders, education levels, health statuses and oral health statuses were significant predictors and accounted for 47.7%. Conclusion: These results suggest that interventions for improving oral health literacy are necessary to enhance elders' ability of self-care management. Also, these results could be used in developing oral health literacy programs.