• 제목/요약/키워드: Hierarchical Multiple Regression Analysis

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The Effects of the Nursing Practice Environment and Self-leadership on Person-centered Care Provided by Oncology Nurses

  • Shin, Sun-Ui;Yeom, Hyun-E
    • Journal of Hospice and Palliative Care
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    • 제24권3호
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    • pp.174-183
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    • 2021
  • Purpose: This study aimed to investigate the effects of the nursing practice environment and self-leadership on person-centered care provided by oncology nurses. Methods: This cross-sectional study included 145 nurses who worked in oncology wards at eight university hospitals in Seoul, Daejeon, and Chungcheong Province with at least six months of experience. Data were collected using a self-administered survey and analyzed using descriptive statistics, Pearson correlation coefficients, the t-test, analysis of variance, and hierarchical multiple regression analysis in SPSS version 26.0. Results: Person-centered care was significantly correlated with the nursing practice environment (r=0.27, P<0.001) and self-leadership (r=0.40, P<0.001), and the nursing practice environment was correlated with self-leadership (r=0.380, P<0.001). Hierarchical multiple regression analysis showed that the nursing practice environment was a significant predictor of person-centered care (β=0.31, P<0.001), after adjusting for covariates including monthly salary, total clinical career, and the position of oncology nurses. Self-leadership was a significant predictor of person-centered care (β=0.34, P<0.001) after controlling for the nursing practice environment, along with covariates. The final model explained 18.7% of the variance in personcentered care. Conclusion: Our findings emphasize the importance of the nursing practice environment and nurses' self-leadership for providing person-centered care in oncology care units. Educational programs to reinforce nurses' self-leadership and administrative support for nursing practice are necessary to improve oncology nurses' capability to provide person-centered care.

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

  • 박언아;최성용
    • 한국산학기술학회논문지
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    • 제20권3호
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    • pp.203-215
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    • 2019
  • 본 연구는 전국 보건기관 이용률과 보건기관 이용에 영향을 미치는 요인 중 개인특성과 지역특성변수를 규명하는데 목적이 있다. 자료는 개인특성변수 선정을 위해 2016 지역사회건강조사자료를 이용하였고, 지역특성변수는 국가통계포털과 한국환경공단의 대기환경 연보 자료를 이용하였다. 자료 분석은 독립표본 t-test, 분산분석, 다중로지스틱회귀분석을 이용하였고 보건기관 이용률에 대한 개인특성변수와 지역특성변수를 함께 분석하기 위해 다수준회귀분석을 이용하였다. 연구결과, 전체 보건기관 이용률은 25.54%이고 군, 시, 대도시 순으로 나타났다. 다수준회귀분석 결과, 고령지역, 여자, 높은 연령, 낮은 교육수준과 낮은 소득수준, 걷기 실천자, 영양표시 독해자, 우울감 경험자, 고혈압 진단을 받은 자, 건강검진을 받은 자, 필수 의료서비스 미충족자, 배우자가 있는 자, 기초생활수급권자에서 보건소 이용률이 증가하였다. 반면, 스트레스 인지자, 인구 천명당 보건의료인 수가 전국 평균이상이고 보건복지예산 비중과 재정자주도, 그리고 실업율이 평균 이상으로 높은 지역에서 보건소 이용이 감소하는 것으로 나타났다. 이상의 결과에서 중앙정부와 지자체는 지역보건의료정책 수립시 지역주민의 건강행태와 정신심리적 변수 등 개인특성 뿐 아니라 지역특성 변수들을 포괄적으로 분석하고 동시에 고려하는 것이 필요함을 시사한다.

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

  • Lee, Kang Il;Ko, Young Chun
    • 통합자연과학논문집
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    • 제7권1호
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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).

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

  • 이수진;김승원
    • 한국산업보건학회지
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    • 제32권1호
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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.

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

  • 김연순;엄인숙
    • 가정과삶의질연구
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    • 제27권2호
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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.

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

  • 박주영;송계충;오세구
    • 한국지역사회생활과학회지
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    • 제26권1호
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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.

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

  • 안관영
    • 대한안전경영과학회지
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    • 제15권2호
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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).

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

  • 김미성;전귀연
    • 대한가정학회지
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    • 제41권12호
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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.

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

  • 곽상태;양동우
    • 디지털융복합연구
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    • 제14권3호
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    • pp.115-126
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    • 2016
  • 본 연구는 건설기업들의 위계문화가 임파워먼트, 조직유효성 간의 관계를 실증연구를 통해 규명하는데 목적이 있다. 본 연구를 수행하기 위해서 서울, 수도권, 비수도권 건설기업 임직원을 대상으로 설문조사분석을 하였으며 분석방법으로 SPSS의 기술통계, 신뢰도분석, 요인분석, 다중회귀분석 등을 사용하였다. 본 연구의 검증결과는 다음과 같다. 첫째, 위계문화는 조직유효성에 유의적인 정(+)의 영향을 미치며, 둘째, 위계문화는 임파워먼트에 유의적인 정(+)의 영향을 미친다. 셋째, 위계문화와 임파워먼트는 조직유효성에 유의적인 정(+)의 영향을 미치는 것으로 나타났다. 이러한 연구 결과로 국내의 건설 산업의 위계문화는 건설업의 특징적인 관점에서 직원들 사이의 상명하복의 정신과 목표의식, 자기결정력 채택이 중요하며, 또한 조직몰입도, 직무성취도에 도움이 될것이라 생각된다.

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

  • 이금재;이신영
    • 기본간호학회지
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    • 제11권2호
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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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