• Title/Summary/Keyword: Beta regression analysis

Search Result 788, Processing Time 0.025 seconds

A Convergence Study on the Effects of Self-leadership and Job Satisfaction on Nursing Performance in General Hospital Nurses (종합병원 간호사의 셀프리더십, 직무만족이 간호업무성과에 미치는 영향에 관한 융복합 연구)

  • Yoo, Jae Yeon;Lee, Yeon Hee;Ha, Yi Kyung
    • Journal of Convergence for Information Technology
    • /
    • v.9 no.10
    • /
    • pp.28-38
    • /
    • 2019
  • The purpose of this study was to identify factors influencing nursing performance of nurses in general hospitals. The participants were 251 nurses working in general hospitals in B city. SPSS/WIN 23.0 was used for analysis with descriptive statistics, t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson correlation coefficients and multiple regression. The result of the multiple regression indicates self-leadership(${\beta}=.43$, p<.001), total clinical career(${\beta}=.26$, p<.001), job satisfaction(${\beta}=.14$, p=.010), and annual self-development activity count(${\beta}=.10$, p=.049) were associated with nursing performance. These factors accounted for 38.5% of the total variance in nursing performance. Considering the results of this study, multi-dimensional programs to improve self-leadership and job satisfaction should be developed and implemented in order to foster nursing performance in clinical practice.

Prognostic Value of β-catenin Expression in Breast Cancer Patients: a Meta-analysis

  • Zhang, De-Pu;Li, Xiao-Wei;Lang, Jing-He
    • Asian Pacific Journal of Cancer Prevention
    • /
    • v.16 no.14
    • /
    • pp.5625-5633
    • /
    • 2015
  • Background: ${\beta}$-catenin plays a crucial role in the progression of breast cancer (BC) and a prognostic role of in BC patients has been widely reported. However, controversy still remains. Materials and Methods: Identical search strategies were used to search relevant literature in electronic databases updated to July 1, 2014. Individual hazard ratios (HRs) and 95% confidence intervals (CIs) were extracted and pooled HRs with 95%CIs were used to evaluate the strength of association between positive ${\beta}$-catenin expression in different subcellular locations and survival results of BC patients. Subgroup and meta-regression analyses were performed to explore heterogeneity. Funnel plots of Begg's and Egger's linear regression test were used to investigate publication bias. Heterogeneity and sensitivity were also assessed. All the work was completed using STATA. Results: A total of 2,204 patients from 12 evaluative studies were finally included. Pooled HRs and 95%CIs suggested that ${\beta}$-catenin expression in cytoplasm/nucleus had an unfavorable impact on both overall survival (OS) (HR: 1.93, 95%CI: 1.40-2.65) and disease free survival (DFS)/ recurrent free survival (RFS) (HR: 1.60, 95%CI: 1.20-2.13) in BC patients. However, here was no significant association between ${\beta}$-catenin expression in the membranes with OS (HR: 0.65, 95%CI: 0.42-1.02) or DFS/RFS (HR: 0.66, 95%CI: 0.38-1.13). Publication bias was absent in all of the four outcomes. Sensitivity analysis revealed that the results of this meta-analysis were robust. Conclusions: Positive ${\beta}$-catenin expression in cytoplasm/nucleus rather than in membrane is a significant prognostic factor in patients with BC who have been surgically treated.

Oswestry Low Back Pain Disability Index and Related Factors in Patients with Low Back Pain (일부 요통환자들의 오스웨스터리요통장애지수 및 관련요인)

  • Yi, Seung-Ju
    • The Journal of Korean Physical Therapy
    • /
    • v.20 no.4
    • /
    • pp.21-28
    • /
    • 2008
  • Purpose: We measured the Oswestry Low Back Pain Disability Index (OLBPDI) and related factors in patients with low back pain. Methods: The sample consisted of 50 patients who received physical therapy at the physical therapy units of the Andong Seoul Sintong Clinic, St. Luke Clinic, and Yeongju Seoul Sintong Clinic in Andong and Yeongju city from October, 2007, to February, 2008. The OLBPDI questionnaire was administered by 5 physical therapists as a cross-sectional study. Student's t-test and analysis of variance (ANOVA/Tukey and Scheffe) were used to analyze OLBPDI score differences. We also used nonparametric statistic analysis (Wilcoxon rank sum test, Median test). Pearson correlation analysis (Spearman correlation analysis) was used to analyze the relationship between OLBPDI and the visual analogue scale (VAS). Multiple regression analysis was performed to determine the effects of independent variables on pain scores as defined by the OLBPDI. Results: The average patient age was 37.1 years (range: 18$\sim$78 years old), and time from onset was 21.7 months (1$\sim$180). OLBPD and VAS scores were 12.70 (3.0$\sim$28.0) and 5.14 (1$\sim$8), respectively. OLBPDI scores were 14.4 in patients taking medicine and 11.57 in those who did not. There was a statistically significant relationship between OLBPDI and VAS (r=0.54, p=0.0001; r=0.55, p=0.0001 by Spearman coefficient). Gender ($\beta$=6.14, p=0.0124), age ($\beta$=-2.01, p=0.0324), weight ($\beta$=0.31, p=0.0222), time from onset ($\beta$=1.54, p=0.0044), and VAS score ($\beta$=1.59, p=0.0004) were significantly associated with OLBPD by multiple regression analysis. Conclusion: Variables associated with OLBPD were gender, age, weight, time from onset, and VAS score. Collecting information on the pain index using OLBPDI was acceptable to patients with low back pain. Further research should explore the pain index by using larger sample sizes and longer follow-up periods.

  • PDF

The Influence of the Job Stress, Job Satisfaction and Social Support of Clinical Nurse's Burnout (임상간호사의 직무 스트레스, 직무만족, 사회적 지지가 소진에 미치는 영향)

  • Choi, Kyung Jin;Han, Sang Sook
    • Journal of East-West Nursing Research
    • /
    • v.19 no.1
    • /
    • pp.55-61
    • /
    • 2013
  • Purpose: This study was performed to provide basic data for nursing intervention plan to improve health related to task by examining whether nurses' burnout is related with job stress, job satisfaction, social support, and self efficacy in hospitals. Methods: The participants were 320 nurses who work at 5 different university hospitals with individual agreement for this study. The questionnaire were provided to the subjects. Data analysis was done by Pearson correlation coefficient and multiple regression were used. Results: Estimated regression model of burnout of nurses was statistically significant (F=119.88, p<.001). Major factors which affect burnout of nurses were job stress (${\beta}=.54$), job satisfaction (${\beta}=-.31$), and social support (${\beta}=-.20$) which explained 53.4% of burnout of nurse. As a result of examining the assumption of the regression, all results were satisfactory with the assumption of the regression equation. Conclusion: Based on the results of the study, It is nacessary to reduce job stress and increse job satisfaction and social support in order to reduce burnout of nurse. Job stress management may be needed mostly because job stress was the highest level of prediction against burnout.

Factors Affecting Subjective Well-Being in Nursing Students (간호대학생의 주관적 안녕감 영향 요인)

  • Jun, Won-Hee;Cha, Kyeong-Sook;Lee, Kee-Lyong
    • The Journal of Korean Academic Society of Nursing Education
    • /
    • v.21 no.2
    • /
    • pp.276-284
    • /
    • 2015
  • Purpose: This study was conducted to investigate the factors that affect subjective well-being in nursing students. Methods: A total of 236 nursing students participated in the study. Data was collected from November through December 2013 using a self-reporting questionnaire that surveyed the level of gratitude, interpersonal relationship ability, subjective happiness, and life satisfaction. Data was analyzed by descriptive analysis, t-test, ANOVA, Pearson correlation coefficients and multiple regression with the SPSS/WIN 18.0 program. Results: Subjective happiness positively correlated with gratitude (r=.41, p<.001) and interpersonal relationship ability (r=.55, p<.001). Life satisfaction positively correlated with gratitude (r=.53, p<.001) and interpersonal relationship ability (r=.37, p<.001). Significant predictors of subjective happiness included gratitude (${\beta}=.38$, p<.001), interpersonal relationship ability (${\beta}=.28$, p<.001) and major satisfaction (${\beta}=.17$, p=.002). The regression model explained 39.3% of subjective happiness. Significant predictors of life satisfaction included gratitude (${\beta}=.42$, p<.001), academic achievement (${\beta}=.15$, p=.006), interpersonal relationship ability (${\beta}=.16$, p=.008) and major satisfaction (${\beta}=.12$, p=.035). The regression model explained 35.3% of life satisfaction. Conclusion: To improve subjective well-being among nursing students, nurse educators should develop educational intervention programs to promote gratitude and interpersonal relationships.

Converged Factors Influencing Depression of Community Dwelling Elderly (지역사회 거주 노인의 우울에 미치는 융합적 영향요인)

  • Lee, Jong-Wook
    • Journal of the Korea Convergence Society
    • /
    • v.7 no.5
    • /
    • pp.237-246
    • /
    • 2016
  • The purpose of this research is to analyze the depression, happiness on aging, self-esteem, life satisfaction and disability of daily living activity level of the elderly people, and to analyze the variables to impact on their depression. The study data were analyzed descriptive analysis, t-test, ANOVA, Pearson's Correlation Coefficient, and multiple regression analysis. The most influential variables on the elderly depression were self-esteem with 27.9% of explanatory power (${\beta}=-.318$, p<.001), followed by life satisfaction with 5.5%(${\beta}=-.248$, p<.001), happiness on aging 4.1%((${\beta}=-.200$, p<.001), disability of daily living activity 1.6%(${\beta}=.128$, p=.026), and 4 variables explaining 39.1% of the elderly depression. Therefore it is necessary to develop specific education programs to reduce depression and to improve self-esteem and happiness on aging of the elderly.

Convergence Factors to Posttraumtic Growth in Female Urogenital Neoplasm Survivors (여성생식기 암 대상자의 외상 후 성장을 위한 융합적 관련 요인)

  • Kang, Hye-Kyung
    • Journal of the Korea Convergence Society
    • /
    • v.8 no.10
    • /
    • pp.115-124
    • /
    • 2017
  • The purpose of the study was to investigate the convergence factors to posttraumatic growth(PTG) in survivors with female urogenital neoplasm survivors. A self-reported questionnaire was completed by 141 female urogenital neoplasm survivors via e-mail from September to October, 2016. The questionnaire consisted of PTG inventory, illness intrusiveness rating scale, cancer coping, family cohesion evaluation scale, and medical outcomes study social support survey. The data were analyzed by ANOVA, Pearson-correlation coefficient, and multiple regression analysis. Total score of PTG was 84.13points and statistically significant according to age, religion, marital status and positively associated with coping, family cohesion and social support. Results of the regression analysis showed religion(${\beta}=.127$), marital status(${\beta}=.081$), coping(${\beta}=.232$) and family cohesion(${\beta}=.415$), it were explained 44.7%. This study indicates that it is important to understand general characteristics of personal. And a convergent approach is needed to promote PTG by hospital and community.

Convergence Factors of Oral Health Belief in Some High School 3rd grade Boys on Oral Health Promotion Behavior (일부 고등학교 3학년 남학생의 구강건강신념이 구강건강증진행위에 미치는 융합 요인)

  • Lim, Sun-A
    • Journal of Convergence for Information Technology
    • /
    • v.9 no.3
    • /
    • pp.120-127
    • /
    • 2019
  • A study on the factors affecting oral health beliefs of some high school third graders on oral health promotion behavior After the oral health education on November 21, 2017, 160 students who explained and agreed on the study purpose and method were final analyzed. Oral health belief and oral health promotion behavior according to general characteristics were analyzed with t-test, one-way ANOVA, and the correlation with Pearson's correlation test. The convergence factors affecting oral health promotion were performed multiple regression analysis. The convergence factors affecting oral health promotion were performed multiple regression analysis. Oral health belief was the highest with 3.61 points, with 4.06 points of benefit, while oral health promotion with 3.25 points. Convergence factors affecting oral health improvement were shown as susceptibility (${\beta}=-0.210$), salienece(${\beta}=0.396$), seriousness(${\beta}=0.306$), and barrier(${\beta}=-0.170$). To explore ways to change the oral health beliefs of high school students, the school district health education is very important, and various oral health education programs to promote oral health promotion should be developed.

A Study on Sensitivity Analysis in Ridge Regression (능형 회귀에서의 민감도 분석에 관한 연구)

  • Kim, Soon-Kwi
    • Journal of Korean Society for Quality Management
    • /
    • v.19 no.1
    • /
    • pp.1-15
    • /
    • 1991
  • In this paper, we discuss and review various measures which have been presented for studying outliers, high-leverage points, and influential observations when ridge regression estimation is adopted. We derive the influence function for ${\underline{\hat{\beta}}}\small{R}$, the ridge regression estimator, and discuss its various finite sample approximations when ridge regression is postulated. We also study several diagnostic measures such as Welsh-Kuh's distance, Cook's distance etc.

  • PDF

Evaluation of a Tuberculosis Control Program at Community Health Centers (보건소 결핵관리사업 평가)

  • Hwang, Eun-Jeong
    • Journal of Korean Public Health Nursing
    • /
    • v.21 no.2
    • /
    • pp.241-251
    • /
    • 2007
  • Purpose: To identify the effects on tuberculosis mortality of a tuberculosis control program conducted at 108 community health centers in terms of structure and process. Methods: The dependent variable was tuberculosis mortality, and the independent variables were the structure(type of centers, staff, nurses, doctors, budget) and process(chest X-ray checking, immunization, case detection, health education, patients registering & managing) of the tuberculosis control programs at the community health centers. Data were analyzed using descriptive analysis and stepwise regression analysis. Result: Tuberculosis morality was positively correlated with type of centers(rural area)(p<0.01), but negatively correlated with type of centers(large cities) (p<0.01), (middle cities)(p<0.05), staff FTE(p<0.05), and number of nurses(p<0.05). Regression analysis indicated that type of centers(rural area)($\beta$=0.457) and case detection($\beta$=0.234) had a significant effect on tuberculosis mortality. Conclusion: Ultimately, this study will provide information to improve the effectiveness of tuberculosis control programs in community health centers.

  • PDF