• Title/Summary/Keyword: Hierarchical Regression

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Acculturation Stress and Health Promotion Behaviors of the Korean Chinese Elderly Immigrants Living in Korea (한국 거주 조선족 노인이주자의 문화적응 스트레스와 건강증진 행위 관계)

  • Jin, Xianglan;Song, Misoon
    • Perspectives in Nursing Science
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    • v.13 no.2
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    • pp.70-80
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    • 2016
  • Purpose: This study examined the relationship between acculturation stress and health promotion behaviors in the Korean Chinese elderly immigrants living in Korea, focusing on the buffering effects of social support. Methods: We included 132 completed questionnaires in the analysis. The buffering effect was examined using a hierarchical regression analysis by adding interaction terms. Results: Health promotion scores were significantly higher in the group with a higher education level, lower depressive symptom scores, and higher levels of social support. However, no statistically significant differences were found in the health promotion behaviors by gender, age, spouse, job, financial stability, subjective health status, chronic disease, regular health checkups, or acculturation stress. The hierarchical regression analysis demonstrated that social support had a buffering effect on the relationship between acculturation stress and health promotion behaviors in the Korean Chinese elderly immigrants. Specifically, the relationship between the acculturation stress stemming from the difficulties in the workplace and health promotion behaviors was attenuated by social support. Conclusion: These findings indicate that social support significantly moderates the relationship between acculturation stress and health promotion behaviors in the Korean Chinese elderly immigrants living in Korea. A variety of strategies to enhance social support should be incorporated in the health promotion programs to decrease the negative effects of acculturation stress in the Korean Chinese elderly living in Korea.

The Relationship between Work-Family Facilitation and Perceived Team Performance: Moderating Effect of Wellness Climate (일-정 촉진과 지각된 팀성과 간의 관계: 웰니스 분위기의 조절효과)

  • Choi, Seo-Hyun;Cha, Yunsuk
    • Journal of Digital Convergence
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    • v.11 no.9
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    • pp.79-86
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    • 2013
  • I have empirically investigated the relationship between work-family facilitation and perceived team performance and the moderating effect of wellness climate between work-family facilitation and perceived team performance. For testing hypothesis, hierarchical linear regression was conducted. The results of analysis are followings; hypothesis 1, work-family facilitation is positively related to perceived team performance, was significantly supported. Hypothesis 2, wellness climate moderates the association between work-family facilitation and perceived team performance. The results imply that when the HR practitioners design job and welfare program of employees should consider work-family facilitation. Additionally, to improve the performance of organization should consider not only work-family facilitation but also climate of organization supporting work-family facilitation, wellness climate.

A Convergence Study of Depression, Health-Related Quality of Life and Sleep Disturbance according to the Level of Physical Activity of Hemodialysis Patients (혈액투석 환자의 신체활동량 수준에 따른 우울, 건강관련 삶의 질 및 수면장애에 관한 융합 연구)

  • Park, Young-Joo;Kim, Young-Suk
    • Journal of Digital Convergence
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    • v.16 no.7
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    • pp.345-355
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    • 2018
  • The purpose of this study was to investigate the convergence factors affecting of physical activity level on hemodialysis patients' depression, health-related quality of life and sleep disorders. The participants were 193 hemodialysis patients undergoing hemodialysis in five hospitals in two cities. Data were analyzed by technical statistics, correlation and hierarchical regression. The results showed that depression and physical activity were negatively correlated (r = -.259, p <.01), and physical and mental health related quality of life and physical activity correlated positively (R = .273, p <.01, r = .186, p <.01), respectively. Hierarchical regression analysis showed that the higher the quality of life related to physical health, the higher the level of physical activity of hemodialysis patients (${\beta}=.22$, p <.01). Therefore, it is required to develop an intervention program to improve health-related quality of life by improving the physical activity of hemodialysis patients.

The Effects of Social Capital on Occupational Aspiration in University Students (대학생의 사회자본이 직업포부에 미치는 영향)

  • An, Kwan-Su;Hwang, Jae-Yeon
    • Journal of the Korea Convergence Society
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    • v.8 no.9
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    • pp.237-247
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    • 2017
  • The Effects of Social Capital on Occupational Aspiration in University Students This study aims to understand the impact of social capital (parent-child relationship, human network, and SNS use) on the occupational aspiration level in university students based on Coleman's Social Capital Concept. To achieve this, statistical significance test was conducted through correlation analysis and hierarchical multiple regression analysis. The major study findings are as follows. As a result of correlation analysis, it was found that Other variables, except for parent's occupational of social capital had a positive effect on vocational aspiration. Also. as a result of hierarchical multiple regression analysis, it was found that parent-child relationship, human network obtained from social activities, Social Networking Service use and usefulness of information - social capital factors - had a statistically significant impact on occupational aspiration. Such findings suggest that the process of possessing and acquiring social capital among university students served as an important achievement-oriented value in terms of social mobility.

A Hierarchical Approach for Diagnose of Safety Performance and Factor Identification for Black Spots (Black on Suwon-city) (사고다발지점의 안전성능진단 및 위치별 사고요인분석(수원시를 중심으로))

  • Kim, Suk-Hui;Jang, Jeong-A;Choe, Gi-Ju
    • Journal of Korean Society of Transportation
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    • v.23 no.1
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    • pp.9-20
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    • 2005
  • Accident type and/or factor identification is important in accident reduction planning. The aim of this paper is to apply the hierarchical approach with binomial distribution and logistic regression analysis to find out types and factors, respectively. Based on 2001 Suwon city black spot data, a binomial distribution modeling approach has been applied to diagnose the black spots, with the help of safety performance modeling approach has been applied to diagnose the black spots, with the help of safety performance function. Then, the logistic regression analysis has been employed to identify the critical factors. Some accident remedies are also reviewed in the light of the model outcomes. The proposed research framework sheds light on a different accident related research and can also be successfully applied to similar studies and sites.

An Analysis on the Impacts of QS Asia University Rankings Indicators and the Comparison of Major Countries'Results (QS 아시아대학 순위 평가지표의 영향력 분석 및 주요국 결과 비교)

  • Yu, Wan;Lee, Il Yong
    • Korean Journal of Comparative Education
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    • v.26 no.4
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    • pp.125-152
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    • 2016
  • This study aims to analyze the impacts of the QS Asia University Rankings (QSAUR) indicators and to compare the scores obtained by major countries. Hierarchical multiple regression was performed on the results of the QSAUR 2013-2015 and the average indicator and overall scores of each country were calculated. In the QSAUR, the most influential indicator was academic reputation. Each indicator's influence corresponded to its assigned weights and standard deviations. The results of the comparison revealed that Japan, South Korea, and China had the largest number of institutions among the top 150, while Singapore maintained the highest average scores on the indicators as well as the overall score. Each country had different areas that required improvement. South Korean colleges scored lower than some countries on academic reputation, papers per faculty, and international faculty. To attain higher ranks in the QSAUR, academic reputation, institutions' research capability improvement, and internationalization are needed. The implementation of these strategies is necessary to diminish the gap between South Korean institutions and other Asian institutions.

Analysis of Medical and Korean Medical Services Utilization after Lumbar Surgery Patients: Using Health Insurance Review and Assessment Service's Patients Sample Data (요추수술 후 환자의 의과 및 한의과 의료기관 이용 행태 분석: 건강보험심사평가원 표본데이터를 이용하여)

  • Ye, Sung-ae;Kim, Nam-Kwen;Song, Yun-kyung
    • Journal of Korean Medicine Rehabilitation
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    • v.29 no.4
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    • pp.89-100
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    • 2019
  • Objectives We are going to analyze patient's medical and Korean medicine use trends after lumbar surgery, and examine the percentage of use of Korean medicine after surgery and its relevance to the medical care outcome after lumbar surgery. Methods Using 3% patients' sample data of the Health Insurance Review and Assessment Service, two groups were compared the treatment progress of the Korean Medicine treatment group and the untreated group after lumbar surgery by hierarchical logistic regression analysis. After hierarchical logistic regression analysis(including propensity scores), two groups were compared after lumbar surgery, the Korean Medicine treatment group within 50days and untreated group within 50days. Results Lumbar surgery was performed in 2750 patients in 2015. It was 3.72 that the risk(odds ratio) of finished treatment of patients treated without Korean Medicine, compared to patients with Korean Medicine. It was 0.12 that the risk of continuing treatment(odds ratio) of patients treated with Korean Medicine within 50 days, compared to patients treatment more than 50 days. Conclusions The ratio of Korean Medicine treatment after lumbar surgery was 14.8%. The group that did not have Korean Medicine showed a higher possibility of treatment termination than the group who did not. Among the groups treated with Korean Medicine, the early treatment group was more likely to end treatment than the late treatment group. Considering various situations in the medical environment, further studies such as prospective studies and long-term data analysis are considered to be necessary.

A Study of Factors Influencing on Single Female Nurses' Hope: Focusing on Interpersonal Relations and Professional Self-concept (미혼여성 간호사의 희망감에 영향을 미치는 요인 : 대인관계와 전문직 자아개념을 중심으로)

  • Sung, Kyung-Mi;Lee, Seung-Min
    • Journal of Digital Convergence
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    • v.17 no.11
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    • pp.259-268
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    • 2019
  • This study was done to examine interpersonal relations, professional self-concept and hope in single female nurses. A survey using a structured questionnaire was conducted with 219 nurses who work in one of six general hospitals in the large cities. The data were collected from August 17, 2012 to September 14, 2012. Collected data were analyzed using t-test, One way ANOVA, Pearson's Correlation Coefficient, Hierarchical Regression Analysis with using SPSS Windows 25.0. There was a significant difference in interpersonal relations, professional self-concept and hope according to participants' characteristics. Participants' interpersonal relations, professional self-concept and hope were all found to have statistically significant correlations (r=.26-.45, p<.001). Participants' general characteristics, interpersonal relations, and professional self-concept explained 26.4% of variance in hope levels. Findings from this study should be useful in the development of programs to promote participants' hope with interpersonal relations and professional self-concept.

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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    • v.24 no.3
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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.

Association between Self-efficacy, Stress, Violence Experiences, Economic state, Relationship Conflict, Health Behaviors and Depression in Graduate Student (대학원생의 자기효능감, 스트레스, 폭력 경험, 경제적 환경, 관계갈등, 건강행위가 우울에 미치는 영향)

  • Kim, Da Hye;Ham, Ok Kyung;Suh, Min Hee;Park, Sihyun
    • Journal of Korean Public Health Nursing
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    • v.35 no.1
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    • pp.89-103
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    • 2021
  • Purpose: This study examined the factors associated with depression among Korean graduate students. Specifically, personal (self-efficacy, stress), environmental (violence experience, economic state, and relationship conflict), and behavioral (health behavior) factors were analyzed. Methods: This study used a cross-sectional study design. One hundred and fifty participants currently enrolled in graduate programs were recruited. Google Drive was used for online data collection. Descriptive statistics, correlational analyses, and hierarchical regression analysis were conducted. Results: First, 52% of the participants were male, with an average age of 28.05(±3.19). Master's students comprised the largest proportion (63.3%). Approximately about 38.7% were engineering majors. Second, approximately 27.3% had depressive symptoms; and 7.3% had major depression. Third, there was a significant correlation between personal, environmental (financial burdens), and behavioral factors. Fourth, hierarchical regression analysis revealed a lower depression level to be associated with a higher self-efficacy level and health behavior. In contrast, a higher depression level was related to violence experience. Conclusion: The government should press on establishing rules on the prevention and regulation of violence in universities, and impose strong disciplinary measures to root out the problem. In addition, universities must pay attention to the mental health of graduate students and establish systems to manage them.