• Title/Summary/Keyword: Variance of the multiple regression model

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Factors influencing clinical nurses' advocacy for people with disability (장애인에 대한 임상간호사의 옹호간호 영향요인)

  • Jeon, Ji Young;Choi, Hyunkyung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.26 no.3
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    • pp.269-280
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    • 2020
  • Purpose: Clinical nurses are the ideal health care providers to advocate for vulnerable and underserved populations such as people with disability. This study aimed to understand factors influencing nursing advocacy for people with disability among clinical nurses. Methods: The subjects of this study were 186 clinical nurses who were working in three hospitals in B and D cities. Self-report questionnaires were used to collect the data. Data were analyzed using IBM SPSS Statistics 25 with descriptive statistics, t-test, one-way ANOVA, Pearson's correlation coefficients, and multiple regression analysis. Results: Clinical experience and esthetical nursing competency have positive correlations with nursing advocacy, and optimism-human rights has a negative correlation with nursing advocacy. Factors influencing nursing advocacy for people with disability were identified as patient directivity (β=0.36, p=.001), optimism-human rights (β=-0.18, p=.008) and clinical experience (≥10) (β=0.14, p=.036). The final model consisting of these factors explained 19% of the variance of nursing advocacy (F=14.99, p=.001). Conclusion: The findings of this study indicate the importance of developing and implementing nursing interventions that can improve patient directivity and optimism-human rights toward people with disability among clinical nurses. These nursing advocacy interventions can be provided as part of continuing education as well as the nursing curriculum.

Factors Influencing Health Risk Behaviors in Early Adolescents (초기 청소년의 건강위험행위에 영향을 미치는 요인)

  • Yoo, Jae-Soon
    • Research in Community and Public Health Nursing
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    • v.20 no.3
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    • pp.296-306
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    • 2009
  • Purpose: This study was to identify variables influencing health risk behaviors in adolescents on the basis of the PRECEDE model. Methods: Data were collected from 434 middle school students in Chungbuk Province for two weeks in July 2008. The instrument for this study was a self-reported questionnaire. The SPSS/WIN 12.0 program was used for data analysis, which included t-test, one way ANOVA, Scheffe's test, Pearson's correlation coefficients, and stepwise multiple regression analysis. Results: Adolescents' level of health risk behaviors ($47.32{\pm}7.98$) was below medium. Physical inactivity ($6.73{\pm}2.23$) and Internet addictive behavior ($6.36{\pm}2.11$) were major health risk behaviors. The perceived level of school health education ($30.74{\pm}9.84$) was low. Family function and general self efficacy explained 14.3% of variance in health risk behaviors. Family function was a major predictor of health risk behaviors ($R^2$=.108, p=.000). However, the perceived level of school health education was not a significant predictor of health risk behaviors. Conclusion: For the prevention of health risk behaviors in adolescents, it is necessary that the family and the school collaborate with each other in educational strategies in order to strengthen influential factors such as family function and general self-efficacy.

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Peer and Parental Influences on Adolescent Smoking

  • Lee Eunyoung;Tak Youngran
    • Journal of Korean Academy of Nursing
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    • v.35 no.4
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    • pp.694-700
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    • 2005
  • Purpose. The purpose of this study was to determine the relationship between peer and parental factors and smoking behavior of adolescents in urban cities and to investigate whether there are gender differences. Methods. A stratified and random cluster sampling design was used to obtain a cross-sectional sample of high school students in two urban cities. The sample consisted of 512 Korean adolescents (256 boys and 256 girls) aged 15 to 18 (mean age 16.7$\pm$.58). Self-reported questionnaire consisted of adolescent smoking behavior, peer smoking and alcohol use, parental smoking and alcohol use, father-mother-peer relationships and perceived social support from peers and parents. Multiple logistic regression analysis was used to examine the hypothesized model. Results. The findings showed that peer and parental factors accounted for $30.3\%$ of the variance in adolescent smoking and peer smoking was most strongly associated with adolescent smoking behavior (OR = 10.18). In addition, peer smoking (OR = 4.71), peer alcohol use (OR = 4.21), and peer relationships (OR = 1.03) were significantly associated with boys' smoking behavior. In girls, peer smoking (OR = 26.50) and parent smoking (OR = 5.48) were significantly associated with smoking behavior. Conclusions. Consistent with previous findings, peer smoking is a significant factor on adolescent smoking. Specifically, boys would be more influenced from peers than girls. Therefore, smoking prevention programs for adolescents might be focused on the social context such as, resisting to peer pressure and enhancing the self-efficacy to control.

Relationship of Workplace Violence to Turnover Intention in Hospital Nurses: Resilience as a Mediator (병원 간호사의 직장 폭력경험과 이직의도의 관계에서 극복력의 매개작용)

  • Kang, Hyun-Jung;Shin, Jaeyong;Lee, Eun-Hyun
    • Journal of Korean Academy of Nursing
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    • v.50 no.5
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    • pp.728-736
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    • 2020
  • Purpose: This study aimed to identify the relationship between workplace violence and turnover intention, and the mediation effect of resilience on the relationship in hospital nurses. Methods: This was a cross-sectional study. A total of 237 registered nurses were recruited from three hospitals in South Korea from April to May 2019. Participants were invited to complete self-reported questionnaires that measure workplace violence, turnover intention, resilience, and demographic information. The data obtained were analyzed using multiple regression and a simple mediation model applying the PROCESS macro with 95% bias-corrected bootstrap confidence interval (5,000 bootstrap resampling). Results: After controlling demographic covariates, workplace violence significantly accounted for the variance of turnover intention. It was also demonstrated that resilience partially mediated the relationship between workplace violence and turnover intention in hospital nurses. A 73.8% of nurses had experienced workplace violence (such as attack on personality, attack on professional status, isolation from work, or direct attack). Conclusion: Workplace violence directly influences turnover intention of nurses and indirectly influences it through resilience. Therefore, hospital administrators need to develop and provide a workplace violence preventive program and resilience enhancement program to decrease nurses' turnover intention, and leaving.

Influences of Calling, Work Value, and Organizational Commitment on Turnover Intention in Nurses Employed at University Hospitals in a Region (일 지역 대학병원 간호사의 소명의식과 직업가치, 조직몰입이 이직의도에 미치는 영향)

  • Kim, Moon-Jeong;Kim, So-Hee
    • The Korean Journal of Health Service Management
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    • v.10 no.1
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    • pp.67-77
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    • 2016
  • Objectives : This study was to test the influencing effects of calling, work value, and organizational commitment on turnover intention in hospital nurses. Methods : Two-hundred sixty hospital nurses were recruited in B city, South Korea. They were asked to complete a questionnaire, and 251 data sets were included in the multiple regression analysis. Results : Subjects had more extrinsic work value rather than intrinsic and a low calling level. There were significant correlations among transcendent summons, purpose/meaningfulness, pro-social intentions, intrinsic work value, and organizational commitment. Influencing factors of turnover intention were purpose/meaningfulness (t=-2.170, p=.031) and organizational commitment (t=-7.824, p<.001). The model was statistically significant explaining 27.8% of the variance (F=47.550, p<.001). Conclusions : Nurses showed a weak sense of calling and their work value leaned towards the extrinsic domain. Therefore, nurse managers should support a plan that enhances the calling and intrinsic work value of nurses to get them to commit to their organization and subsequently, reduce the turnover rate.

Influence of Social Support and Negative Emotional Status on Self-care Adherence in Symptomatic Patients with Heart Failure (심부전 환자의 사회적 지지와 부정적 정서상태가 자가간호 이행에 미치는 영향)

  • Yang, In-Suk
    • Korean Journal of Adult Nursing
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    • v.28 no.3
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    • pp.302-313
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    • 2016
  • Purpose: The objective of this study was to identify factors related to self-care adherence in symptomatic patients with heart failure (HF). Methods: Using a cross-sectional design, a convenience sample 209 outpatient clinic patients were recruited at two medical centers. Between October 2011 and August 2012, data were collected using the structured questionnaire. Factors related to self-care adherence were examined using hierarchical multiple regression. Results: Mean age of participants was 67.71 years and a half of them (53.6%) were female. They showed relatively low self-care adherence with mean scores of $61.88{\pm}12.92$. Lower self-care adherence was reported in asking for low sodium items, weighing oneself, checking for ankle edema, and exercising for 30 minutes. The overall model significantly explained 23.9% of variance in self-care adherence. Among the predictors, education, New York Heart Association functional classification, and social support were statistically significant in influencing self-care adherence. The variable of negative emotional status such as anxiety and depression were not found to be significant. Conclusion: These findings demonstrate that social support could help self-care adherence among symptomatic patients with HF. Thus, programs targeting self-care adherence in this population should consider the strategies improving social support.

Health Perception and Family Support as Influencing Factors on Depression in Hospitalized Elderly Patients (건강지각과 가족지지가 입원 노인환자의 우울에 미치는 영향)

  • Lee, Sun-Ok;Kim, Moon-Jeong
    • The Korean Journal of Health Service Management
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    • v.9 no.4
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    • pp.145-155
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    • 2015
  • Objectives : The purpose of this study was to test the influencing effects of health perception and family support on depression in elderly patients. Methods : Two-hundred forty-nine hospitalized geriatric patients were recruited in B city, South Korea. They were asked to complete a questionnaire, and 214 data sets were included in multiple regression analysis. Results : Subjects perceived a higher level of depression. Influencing factors of depression were hospitalization experience (t=3.476, p=.001), health perception (t=-3.310, p=.001), education (t=2.684, p=.008), economic satisfaction (t=2.579, p=.011), satisfaction with allowance (t=2.262, p=.025), and family support (t=-2.200, p=.029). The model was statistically significant explaining 36.3% of the variance (F=21.257, p<.001). Conclusions : In dealing with depression, nurses in elderly care facilities should be more concerned about patients with hospitalization experiences. Interventions to improve health perception should be provided to elderly patients, and educational programs on how to support patients are needed for the families of patients.

Influence of Emotional Awareness, Ambivalence over Emotional Expressiveness and Emotional Regulation Style on Nursing Student Adjustment (간호대학생의 정서인식, 정서표현양면성, 정서조절이 대학생활적응에 미치는 영향)

  • Park, Seungmi;Kim, Chul-Gyu;Cha, Sun Kyung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.20 no.2
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    • pp.300-311
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    • 2014
  • Purpose: This study was conducted to identify influence of emotional awareness, ambivalence over emotional expressiveness and emotional regulation style on nursing student adjustment. Method: One hundred and sixty nine nursing students completed the questionnaires from May to June, 2013. Data analysis was done using descriptive statistics, independent t-test, ANOVA, Pearson correlation coefficient, and multiple regression with SAS v 9.3. Results: Ambivalence over positive emotional expressiveness, motivation of application for nursing-aptitude, emotional awareness-mood labeling, avoidant/distractive style of emotion regulation, and parents-both alive were identified as factors influencing nursing student adjustment. The model explained 37% of variance in nursing student adjustment. Conclusion: The results of this study suggest that programs for promoting mood labeling and reducing ambivalence over positive emotional expressiveness and avoidant/distractive style of emotion regulation are important for college adjustment in nursing students. In addition, aptitude test for nursing applicants can be considered.

Influence of Emotional Labor and Nursing Professional Values on Job Satisfaction in Small and Medium-sized Hospital Nurses (중소병원 간호사의 감정노동과 간호전문직관이 직무만족에 미치는 영향)

  • Ryu, Yeong Ok;Ko, Eun
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.22 no.1
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    • pp.7-15
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    • 2015
  • Purpose: This study was done to investigate the correlation among emotional labor, nursing professional values, and job satisfaction and identify factors that affect job satisfaction of nurses working in small and medium-sized hospitals. Methods: Data were collected from 214 nurses in S city. The following measurement tools were used: Emotional labor by Morris et al. (1996), Nursing Professional Values Scale by Yeun et al. (2005), and Index of Work Satisfaction by Stamps et al. (1978). Collected data were analyzed with SPSS/WIN 18.0 using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and multiple regression. Results: Participants' scores for emotional labor, nursing professional values and job satisfaction were $3.11{\pm}0.48$, $3.46{\pm}0.39$, and $3.02{\pm}0.29$ respectively. Emotional labor showed a negative correlation with job satisfaction (r=-.33, p<.001), while nursing professional values showed a positive correlation with job satisfaction (r=.58, p<.001). Emotional labor and nursing professional values were identified as factors influencing job satisfaction. The model explained about 39% of the variance in job satisfaction (F=67.40, p<.001). Conclusion: The results of this study suggest that it is important to manage emotional labor as well as to improve professional values and job satisfaction of nurses working in small and medium-sized hospital.

Factors Influencing Desired Postnatal Weight Loss in Women after Birth (출산 후 여성의 체중 감소 기대치에 대한 영향 요인)

  • Yeo, Jung Hee;Chun, Nami
    • Women's Health Nursing
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    • v.20 no.2
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    • pp.155-162
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    • 2014
  • Purpose: The purpose of this study was to identify factors influencing desired postnatal weight loss in women after birth. Methods: With correlational survey design, 191women of the study participants completed questionnaires on their desired postnatal weight loss and related factors, and body and health concerns during their hospitalization after birth. Data were collected from February to May, 2011. Data were analyzed using t-test, ANOVA, Pearson correlation coefficients, and multiple linear regression. Results: The women's gestational weight gain, pre-pregnant BMI, body concerns, expected time to reach the desired weight after birth and health concerns were identified as factors influencing desired postnatal weight loss in women after birth. The model explained 68% of the variance. Conclusion: Results suggest that nurses in women's health care should consider women's gestational weight, pre-pregnant BMI and their body concerns, health concerns and expected time to reach the desired weight after birth when developing weight management program for women after birth.