• Title/Summary/Keyword: Beta regression analysis

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Factors Affecting Quality of life in the Elderly with Chronic Musculoskeletal Pain (근골격계 만성통증 노인의 삶의 질 영향요인)

  • Jeong, Hyesun;Lee, Yoonju
    • Journal of muscle and joint health
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    • v.25 no.2
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    • pp.92-103
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    • 2018
  • Purpose: This study aimed to identify factors affecting the quality of life of the elderly people with chronic musculoskeletal pain. Methods: The data were collected from 307 older adults aged 65 years or older with chronic musculoskeletal pain, who visited senior welfare centers in two cities. We used self-rated questionnaires including NRS for pain, WHOQOL-BREF for quality of life, Pain Response Inventory for coping responses to pain, and MSPSS for social support. Stepwise multiple regression analysis were performed using SPSS/WIN 23.0 to identify factors affecting the study subjects' quality of life. Results: The regression model explained 43% of quality of life, which was statistically significant (F=34.11, p<.001). Educational level of high school (${\beta}=.13$, p=.006), pain (${\beta}=-.13$, p=.013), restriction of function (${\beta}=-.13$, p=.028), accommodative pain coping (${\beta}=.24$, p<.001), family support (${\beta}=.18$, p<.001), colleague's support (${\beta}=.25$, p<.001), and perceived health status (${\beta}=.25$, p<.001) were identified as influential factors on subjects' quality of life. Conclusion: Developing integrative interventions is necessary to improve accommodative pain coping skills and to engage family and colleague in support for positive perception of older adults' health status and management of symptoms.

Analysis of the Correlation and Regression Analysis Studies from the Korean Journal of Women Health Nursing over the Past Three Years (2007~2009) (최근 3년간(2007~2009년) 여성건강간호학회지의 상관분석과 회귀분석 통계활용 논문 분석)

  • Lee, Eun-Joo;Lee, Eun-Hee;Kim, Jeung-Im;Kang, Hee-Sun;Oh, Hyun-Ei;Jun, Eun-Mi;Cheon, Suk-Hee
    • Women's Health Nursing
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    • v.17 no.2
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    • pp.187-194
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    • 2011
  • Purpose: This study investigated the statistical methods and the results had reported correlation/regression analysis in the studies of Korean Journal of Women Health Nursing (KJWHN). Methods: We reviewed 45 studies using correlation/regression analysis for the suitability of the statistical methods and the research purposes, the criteria for analysis of figures, tables and charts had published in the KJWHN from vol 13 (1) in 2007 to vol 15 (4) in 2009. Results: Forty three studies were fitted to their statistical methodology and their research purposes. Eleven studies considered the minimum sample size. Fourteen regression studies used multiple regression and 12 studies used forward method for variable entry. Only one study among the 17 regression studies accomplished scatter plots and residuals examination. Sixteen studies in correlation studies and six studies in regression studies showed some errors in either the title, variables, category of figures, tables and charts. In the regression study, all reported $R^2$ and ${\beta}$ values except one. Conclusion: It was found that there were still statistical errors or articulation errors in the statistical analysis. All reviewers need to be reviewed more closely for detecting errors not only during reviewing process of the manuscript but also periodic publication for the quality of this academic journal.

Analysis of the Relationship between Human Risk Factors and Evacuation Behavior for Tunnel Safety (터널안전에 대한 인적위험 요소와 대피행동 간의 관계분석)

  • Baek, Chung-Hyun;Park, Sea-Man;Choi, Byong-Jeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.535-546
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    • 2019
  • The purpose of this research was to analyze the relationship between human risk factors and evacuation behavior stages for tunnel safety. Therefore, we conducted a survey using a structured questionnaire on the relationship between safety facilities and safety behavior in order to derive an optimized interaction between the two. The research subjects were 141 tunnel users who understand the tunnel environment. The survey period was from June 24, 2018, to September 28, 2018. As data analysis methods, we employed a frequency analysis, a multiple regression analysis, and an independent-sample t-test. In the analysis of the correlation between the human risk factors and the major variables of evacuation behavior, the evacuation phases 1, 2, and 3 were all correlated with acceleration and delay, and the human risk factors were partially correlated. In the multiple regression analysis, the will to comply with laws (${\beta}=0.188$, p=0.034) and information recognition within the tunnel (${\beta}=0.220$, p=0.009) were factors that influence the relationship between human risk factors and evacuation behavior, indicating 12% explanatory power of the impact of human risk factors for the acceleration of evacuation behavior 3. The important variables between human risk factors and evacuation behavior were compliance with laws and information recognition in tunnels. Hence, it is necessary to study the elements that interact with the environment in the tunnel.

Factors Affecting Food Carving among Hemodialysis Patients (혈액투석 환자의 음식갈망 영향요인)

  • Kim, Ju Yeun;Joo, Hyun Sil
    • Journal of Korean Clinical Nursing Research
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    • v.23 no.3
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    • pp.398-406
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    • 2017
  • Purpose: The purpose of this study was to evaluate food carving among hemodialysis patients and to identify factors affecting the food carving. Methods: A descriptive correlational study was conducted. Data were collected from 129 patients receiving hemodialysis between March 15 and April 15, 2017. Measurement instruments included the general food craving questionnaire trait, the center for epidemiological studies-depression scale, and stress response inventory-modified form. The statistical analysis included t-test, analysis of variance, pearson correlation analysis, and stepwise multiple regression analysis. Results: Mean food craving score was $53.00{\pm}12.36$. Food craving was higher in patients younger than 40 years (F=4.36 p=.006) and having occupation (t=2.18 p=.031). Patients receiving hemodialysis demonstrated higher levels of depression ($21.37{\pm}9.62$) and stress ($39.68{\pm}15.95$). Factors influencing food craving were depression (${\beta}=.52$, p<.001), stress (${\beta}=.65$, p<.001), and age 50~59 years old (${\beta}=-.28$, p=.001) and 60~69 years old (${\beta}=-.19$, p=.026), which accounted for 25.6% of total variance. Conclusion: Food craving among hemodialysis patients was influenced by patients' depression, stress and age. Assessment and management of depression and stress needs to be incorporated as a nursing strategy for dietary management for hemodialysis patients.

Root Cause Analysis of Medical Accidents -Using Medical Accident Cases (의료사고의 근본원인 분석: 의료사고 판례문 이용)

  • KIM, Seon-Nyeo;Cho, Duk-Young
    • The Korean Journal of Health Service Management
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    • v.13 no.3
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    • pp.13-26
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    • 2019
  • Objectives: To investigate whether medical institutions can prevent accidents by analyzing the root cause of a medical accident and identifying the tendencies. Methods: A total of 345 medical cases were used for the RCA(Root Cause Analysis). The root causes were classified using the SHELL model. The suitability of the model was confirmed by SPSS's MDPREF and Euclidean distance. An SPSS20.0 hierarchical regression analysis was used as an influencing factor on the degree of injury resulting from medical accidents. Results: The SHELL model was suitable for classification. The rates of accident causes were LS49%, L34%, LL10.2%, LE3.7%, LH2.3%. The order in which the degree of a patient's injury was affected were: Risk Threshold (${\beta}=.180$), Time (${\beta}=.175$), Surgical stage (${\beta}=-.166$), Do not use procedure (${\beta}=.147$). Conclusions: Health care institutions should remove priorities through system improvement and training. For patients' safety, the five factors of the SHELL model should be managed in harmony.

A Study on the Influence of Empowerment of Restaurant Cooks on Job Satisfaction, Organizational Commitment, and Customer Orientation - Centering on Busan - (외식업체 조리사의 임파워먼트가 직무만족, 조직몰입, 고객지향성에 미치는 영향에 관한 연구 - 부산지역을 중심으로 -)

  • Yun, Gwi-Ae;Rha, Young-Ah;Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.19 no.4
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    • pp.176-192
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    • 2013
  • This study examined how empowerment of restaurant cooks influences job satisfaction, organizational commitment, and customer orientation, targeting 260 restaurant cooks in the Busan area. SPSS 18.0 was employed to perform frequency, factor, reliability, and multiple (simple) regression analyses. Empowerment was analyzed using 3 factors (self-authority, meaning and competence) while job satisfaction, organizational commitment, and customer orientation were analyzed using 1 factor each. Results of a correlation analysis of the hypothesized model revealed positive correlations among the variables. Multiple (simple) regression analyses of the hypothesized model found that the sub empowerment factors will have a positive influence on job satisfaction with self-authority (${\beta}$=.372, p<.001), meaning (${\beta}$=.451, p<.001), competence (${\beta}$=.240, p<.001). It was also found that the sub empowerment factors will have a positive influence on organizational commitment with self-authority (${\beta}$=.433, p<.001), meaning (${\beta}$=.473, p<.001), competence (${\beta}$=.302, p<.001). Lastly, the hypotheses that job satisfaction will have a positive influence on organizational commitment (${\beta}$=.775, p<.001), that job satisfaction will have a positive influence on customer orientation (${\beta}$=.467, p<.001), and that organizational commitment will have a positive influence on customer orientation (${\beta}$=.567, p<.001) were adopted.

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The Influencing Factors on GateKeeper Behavior of Adolescents for Suicide Prevention (청소년의 자살예방을 위한 게이트키퍼 행동 영향요인)

  • Oh, Kyongok;Gang, Moonhee
    • Journal of the Korea Convergence Society
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    • v.8 no.11
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    • pp.431-438
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    • 2017
  • The purpose of the study was to identify the factors on Gatekeeper behavior of adolescents for suicide prevention. The participants were five high school students from D metropolitan city. The collected data were analysed using t-test, ANOVA, Multiple regression with SPSS 21.0 program. In the results of the study, Gatekeeper behavior showed significant difference by gender(t=2.85, p=.005), type of school(t=-2.81, p=.006), experience of significant others' suicide(t=-2.09, p=.038). Gatekeeper behavior had a positive relationship with the perception toward suicide prevention(r=.23, p=.006) and the knowledge about suicide prevention(r=.42, p<.001). In regression analysis, significant influencing factors on Gatekeeper behavior were the perception toward suicide prevention (${\beta}=.20$, p=.006) and the knowledge about suicide prevention(${\beta}=.35$, p<.001), and these variables showed 24.3% of variance. Therefore, it need to develop the intervention for improving positive perception and active knowledge about suicide prevention in adolescents. In addition, future study to identify various predictable variables is needed.

Relation of Interpersonal Relationship Harmony, Stress Coping and Adjustment to College Life among Nursing students (간호대학생의 대인관계 조화, 스트레스 대처방식과 대학생활 적응의 관계)

  • Yi, Ji-Eun;Kwak, Hye-Weon
    • Journal of Digital Convergence
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    • v.14 no.11
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    • pp.527-537
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    • 2016
  • This study examined the effects of interpersonal relationship harmony and stress coping on the college adjustment among nursing students. The participants were 231. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression. Adjustment to college life significantly correlated with interpersonal relationship harmony and stress coping style. Interpersonal relationship harmony was significantly different according to year, satisfaction with nursing as a major, and academic achievement. Multiple regression analysis showed that interpersonal relationship harmony and stress coping(problem-focused, emotion-focused, hopeful thought) explained 23% of variance in adjustment to college life. The study findings suggest that intervention intended to promote nursing students' adjustment to college life should focus on improving interpersonal relationship harmony and stress coping.

Effects of Organizational Injustice on Negative Behaviors of Employees: Focusing on the Mediating Effect of Trust (조직불공정성이 조직원의 부정적 행동에 미치는 영향에 대한 연구: 신뢰의 매개효과를 중심으로)

  • Chun, Kyung Kook
    • Journal of Korean Academy of Nursing Administration
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    • v.20 no.1
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    • pp.59-68
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    • 2014
  • Purpose: The purpose of this research was to delineate the effects of organizational injustice on negative behaviors of employees with the mediating effects of trust. Methods: A survey was conducted among 550 nurses in 11 departments of 3 hospitals located in the Pohang area. Data were analyzed using frequency, descriptive statistics. correlation coefficients, regression analysis. Results: Procedural injustice (${\beta}$=-.48, p<.001) had the greatest negative effect on organizational trust, followed by interactional injustice(${\beta}$=-.15, p<.001) and distributive injustice(${\beta}$=-.14, p<.001). For supervisor trust, both procedural (${\beta}$=-.11, p=.006) and interactional (${\beta}$=-.63, p<.001) injustice had a negative effect. While supervisor trust (${\beta}$=-.28, p<.001) had greater negative effects on organizational negative behaviors of nurses compared to organizational trust (${\beta}$=-.21, p<.001), supervisor trust (${\beta}$=-.29, p<.001) had negative effects on personal negative behaviors but organizational trust had no significant effect on personal negative behaviors. Conclusion: To reduce the negative organizational behaviors of nurses, an organizational effort is needed to reduce procedural injustice by introducing fair organizational management and to reduce interactional injustice through formal or informal communication channels between supervisors and nurses.

Effects of Creative Nursing Practice on Hospital Nurses' Job Satisfaction and Organizational Commitment (간호사의 창의적 간호실무가 직무만족 및 조직몰입에 미치는 영향)

  • Kang, So-Young
    • Journal of Korean Academy of Nursing Administration
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    • v.18 no.2
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    • pp.234-243
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    • 2012
  • Purpose: This study was done to: (a) examine relationships between creative nursing practice and job satisfaction, and organizational commitment that nurses perceive in a hospital, and (b) identify creative nursing practice factors affecting job satisfaction and organizational commitment. Method: Using self-report questionnaires including 25 items of the Creative Nursing Practice Index, a descriptive study was conducted with a sample of 387 nurses working in the nursing care units of a general hospital in Seoul, Korea. Data were analyzed, using independent t-test, ANOVA, Pearson correlation, and hierarchical multiple regression analysis. Result: The mean score for nurses performance of creative practice was $2.29{\pm}0.46$ (range 1 to 4). Creative nursing practice had positive correlation with nurses' job satisfaction (r=.427, p<.001) and organizational commitment (r=.433, p<.001). Creative nursing practice factors influencing job satisfaction were implementing customized care (${\beta}$=.158, p=.010), making new knowledge (${\beta}$=.257, p<.001), and searching ideas (${\beta}$=.209, p<.001). Nurses' organizational commitment was influenced by implementing customized care (${\beta}$=.192, p=.002), making new knowledge (${\beta}$=.158, p=.028), searching ideas (${\beta}$=.254, p<.001), sharing ideas (${\beta}$=.250, p=.003), and validating ideas (${\beta}$=.189, p=.036). Conclusions: The results indicate a need to develop nurses' creative competency to pursue quality care as well as increase nurses' job satisfaction and organizational commitment.