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

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Influence of Nurses' Performance with Critical Thinking and Problem Solving Process (비판적 사고성향과 문제해결과정이 간호업무수행에 미치는 영향)

  • Choi, Hae-Ran;Cho, Dong-Sook
    • Women's Health Nursing
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    • v.17 no.3
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    • pp.265-274
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    • 2011
  • Purpose: This study determined the correlation between nurses' critical thinking disposition; problem solving process; and nursing performance. It also examined the impact of critical thinking disposition and problem solving process on nursing performance. Methods: The data was collected from 419 nurses. Descriptive statistics, t-test, ANOVA, scheffe test, pearson correlation analysis and multiple regression analysis were performed. Results: Nursing performance showed that there were differences according to age, marital status, educational level, total number of years in the career and the length of employment in the present department. The problem solving process showed differences in the educational level. Critical thinking disposition showed differences according to age, educational level and total number of years in the career. Problem solving process and nursing performance showed a positive relationship whereas critical thinking disposition and nurses' performance showed a positive relationship. Factors affecting nursing performance, were nurses' age, duration of employment in the present department, problem solving process and critical thinking disposition. This model was statistically significant and showed 22.1% of the total variance. Conclusion: The attention of nursing administrators should be drawn to the consideration that a certain amount of experience in the current department is positively related to nursing performance. Furthermore, in order to provide a improvement in professional nursing performance, educational programs towards nurses' critical thinking disposition and problem solving process should be provided.

The Determinants of the Long-term Influence of Violence: Focus on Hospital Nurses (폭력의 장기적 영향 결정요인: 병원간호사를 중심으로)

  • Lee, Sun-Ok;Kim, Moon-Jeong
    • The Korean Journal of Health Service Management
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    • v.10 no.1
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    • pp.93-104
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    • 2016
  • Objectives : The purpose of this study was to identify the determinants of the long-term influence of violence on hospital nurses. Methods : Three-hundred hospital nurses were recruited in B city, South Korea. They were asked to complete a questionnaire, and 282 data- sets were included in the multiple regression analysis. Results : Subjects experienced more episodes of verbal violence than that of physical threats or physical violence. Assailants tended to be patients and their caretakers rather than internal customers. Nurses who had religion, worked in a surgical ward, and a 3-6 year career perceived a high level of violent experiences compared to their counterparts. The determinants of the long-term influence of violence were physical violence (t=-2.705, p=.007), emotion-focused coping (t=3.049, p=.003), and emotional response (t=3.611, p<.001). The model was statistically significant explaining 13.0% of the variance (F=14.981, p<.001). Conclusions : Nurse managers should help nurses who are victims of hospital violence by teaching them not to depend on emotion-focused coping and by alleviating their emotional response to violence.

A Study on Influencing Factors in Health Promoting Behaviors of Women Workers at Small-scale Industries (소규모 사업장 여성근로자의 건강증진행위 수행도와 관련요인)

  • Bae Soo Min;Jeong Ihnsook;Kim Jeongsoon;Jeon Seong-Sook
    • Journal of Korean Academy of Nursing
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    • v.34 no.6
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    • pp.964-973
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    • 2004
  • Purpose: This study was aimed to identify the major factors affecting performance in health promoting behaviors in women workers at small-scale industries. Method: This study was based on the Pender's Health Promotion Model. The subjects for this study were 251 women workers at 23 small-scale industries in Busan city. The data for this study was collected from July 15th to August 15th 2003 by structured questionaries, and were analyzed with ANOVA, t-test, Pearson' correlation coefficient, and multiple Regression in the SPSS/WIN 10.0. Result: The mean performance of the health promoting behavior was 2.56. The factors related to the performance of the health promoting behaviors were social support, marital status, status of owning a house, perceived barriers to action, working time, and self-efficacy, and they explained 58.4% of the variance of the health promoting behaviors. Conclusion: The mean performance of the health promoting behavior seemed to be low, and the most important variable related to health promoting behaviorsof women working at a small-scale industry was social support. Therefore, intervention programs to increase the social support for women worker need to be developed.

Influence of Knowledge about Lung Cancer, Attitude and Preventive Health Behavior about Cancer on Nicotine Dependency in Smoking Male College Students (흡연 남자 대학생의 폐암에 대한 지식, 암에 대한 태도 및 암에 대한 예방적 건강행위가 니코틴 의존도에 미치는 영향)

  • Kim, Nam-Jo;Hong, Hae-Sook
    • Journal of Korean Biological Nursing Science
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    • v.18 no.4
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    • pp.213-220
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    • 2016
  • Purpose: The aim of this study was to identify the influence of knowledge, attitude and preventive health behavior of cancer on nicotine dependency in male college students who have a habit of smoking. Methods: In this study, a cross-sectional survey design was adopted for the 254 male college students who smoke in D and S city. The data was analyzed for descriptive statistics, t-test, Pearson's correlation coefficient and multiple regression analysis using the SPSS 20.0 program. Results: Knowledge about lung cancer (${\beta}=-.407$, p<.001), preventive health behaviors about cancer (${\beta}=-.223$, p<.001) and the smoking period ($5years{\leq}$) (${\beta}=.198$, p=.001) were identified as the factors influencing nicotine dependency of the subjects. The model explained 33% of variance in nicotine dependency (F=20.49, p<.001). Conclusion: The results suggest that anti-smoking educators should include the strategies to increase knowledge about lung cancer and preventive health behaviors of cancer, and to reduce the smoking period in their smoking cessation program.

Determinants of Job Satisfaction among Workers at Elderly Care Hospitals (노인전문병원 근무자들의 직무만족도 결정요인)

  • Seo, Young-Joon;Oh, Ji-Young
    • Korea Journal of Hospital Management
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    • v.13 no.2
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    • pp.64-85
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    • 2008
  • This study purports to investigate the determinant of job satisfaction among workers working at Long-term care hospitals. The independent variables contain three groups of determinants: organizational characteristics variables(job autonomy, job variety, distributive justice, role conflict, supervisor support, job suitability, job significance, job security, organizational support, job growth, promotional opportunity), environmental variables(job opportunity), and psychological variables (met expectation, job efficacy, positive affectivity, and negative affectivity). The sample used in this study consisted of 250 workers from 4 Long-term care hospitals nationwide. Data were collected with self-administered questionnaires and analyzed using multiple regression analysis. The results of the study are as follows: 1) the following variables, listed in order of size, have significant effects on job satisfaction: negative affectivity(-), job significance(+), job growth(+), age(+), positive affectivity(+), organizational support(+), job opportunity(-). 2) the variance of job satisfaction explained by the variables used in the study are 53.8%. When demographic variables added to Model I, job satisfaction explained by variables are 55.4%. 3) the results of this study indicate that three variables of negative affectivity, job significance, job growth are especially important for improving the level of job satisfaction among workers at Long-term care hospitals.

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Factors Influencing Intention of Migration by Hospital Nurses in Korea (병원간호사의 해외취업 의향에 영향을 미치는 요인)

  • Lee, Eun-Joo;Son, Jung-Tae
    • Journal of Korean Academy of Nursing Administration
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    • v.16 no.4
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    • pp.437-445
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    • 2010
  • Purpose: The purpose of this study was to identify the factors influencing intention of migration by Korean hospital nurses. Methods: Using cross sectional correlational design, data were collected from 512 nurses working in 7 hospitals ranging in size from 300 to 900 beds in D city and K province of Korea. Data were analyzed by descriptive statistics, chi-square, and multiple hierarchical regression using the SPSS program. Results: There were significant differences in intention of migration by age, educational background, marital status, work experience, and yearly incomes. Although there was high intention of migration of the subjects, the level of preparation for migration was relatively low. The variables that were independently associated with intention of migration were graduates of RN-BSN program, personal factors of subjects, and environmental factors. Those who had lower perception on nursing images and work condition had significantly higher intention of migration than those who had higher perception. Full model accounted for 37.3% of the variance in intention of migration. Conclusion: To prevent brain drain of competent nurses in Korea, appropriate strategies to enhance work condition should be developed and the effect of migration of nurses should be investigated in further studies.

Heritability and Repeatability of Superovulatory Responses in Holstein Population in Hokkaido, Japan

  • Asada, Y.;Terawaki, Y.
    • Asian-Australasian Journal of Animal Sciences
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    • v.15 no.7
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    • pp.944-948
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    • 2002
  • The aim of this study was to estimate heritability and repeatability for the number of embryos and transferable embryos collected per flush in Holstein population in Hokkaido, Japan. Data consisted of 306 MOET (Multiple Ovulation and Embryo Transfer) treatments on 224 Holstein cows from 1997 to 2000. Variance components for these traits were estimated using the REML procedure. The model included only non-genetic factors that were significant at the 0.05 level, through using generalized linear models, maximum likelihood methods, and stepwise regression procedure as fixed effects and sire and residual for heritabilities, donor and residual for repeatabilities as random effects. The factor identified as important in determining the results was the donor''s estrous condition after superovulation. Heritabilities for the number of embryos and transferable embryos collected per flush were 0.14 and 0.09, respectively. The corresponding repeatabilities were 0.43 and 0.32, respectively. These results show that it was difficult to genetically improve these traits, thus, environmental and physical factors affecting the donor must be improved. These results also show that it is necessary to take the donor''s estrous condition after superovulation and repeatabilities for the number of embryos and transferable embryos collected per flush into account when the genetic gains and inbreeding rates for MOET breeding schemes are predicted by a computer simulation.

Effects of Intergenerational Social Support Exchange and Self-efficacy on Level of Depression among Elderly Women (여성노인의 세대 간 사회적 지원교환과 자기효능감이 우울정도에 미치는 영향)

  • Ko, Chung Mee
    • Women's Health Nursing
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    • v.20 no.4
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    • pp.277-286
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    • 2014
  • Purpose: This study was to examine the effects of intergenerational social support exchange (providing social support, receiving social support) and self-efficacy on the level of depression among elderly women. Methods: A cross-sectional survey design was used. The participants were 247 elderly women, over 60, living in Seoul. Data were collected by convenience sampling using self-reported questionnaires that consisted of items on general characteristics, depression, intergenerational social support exchange and self-efficacy. Data were analyzed with descriptive statistics, t-test, ANOVA, correlation, and multiple regression. Results: Self-efficacy had the greatest impact on the level of depression among elderly women, followed by perceived health status and providing social support toward adult children. The model explained 39% of the variance. Conclusion: Results of the study suggest that as a way to prevent depression, the health administration needs to develop programs to enhance self-efficacy and to promote the supportive role of elderly women within the family.

Factors Influencing Post-traumatic Growth in Mothers with Premature Infants Admitted to the Neonatal Intensive Care Unit (신생아집중치료실에 입원 경험이 있는 미숙아 어머니의 외상 후 성장에 영향을 미치는 요인)

  • Lee, Hyeun Soo;Kang, Sook Jung
    • Child Health Nursing Research
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    • v.26 no.2
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    • pp.267-276
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    • 2020
  • Purpose: Caring for a vulnerable premature baby is a challenging task, but some mothers experience growth through that process. The purpose of this study was to investigate the factors influencing post-traumatic growth in mothers with premature infants admitted to the neonatal intensive care unit. Methods: A correlational research design was used and 105 mothers of premature infants were recruited from an online community. Data were collected from January 15 to January 25, 2019. Post-traumatic growth was measured using the Korean version of the Posttraumatic Growth Inventory. Data were analyzed using descriptive statistics, the t-test, analysis of variance, the Scheffé test, Pearson correlation coefficients, and hierarchical multiple regression. Results: The final model developed in this study explained 45.5% of post-traumatic growth (F=13.66, p<.001). Resilience (β=.54, p<.001) was the strongest predictor of post-traumatic growth, followed by the age of the mother when giving birth (β=.17, p=.028) and current employment status (β=.17, p=.049). Conclusion: For mother with premature infants to grow psychologically after their experience, it may be needed to support them to develop and strengthen their resilience through either education or their own support network.

The Effects of Parent-Adolescent Intimacy, Parent-Adolescent Communication, and Empathy on Clinical Competency of Nursing Students (간호대학생의 부모자녀 친밀감, 부모자녀 의사소통, 공감능력이 임상수행능력에 미치는 영향)

  • Kim, Jonggun;Cheon, Euiyoung;Yoo, Janghak
    • Journal of The Korean Society of Integrative Medicine
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    • v.6 no.1
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    • pp.15-24
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    • 2018
  • Purpose : This study aimed to identify the effects parent-adolescent intimacy, parent-adolescent communication, and empathy on the clinical competency of nursing students. Method : Data were collected by 175 nursing students using a self-questionnaire from May 17 to 31, 2017. The data were analyzed with the SPSS 21.0 using an independent t-test, Pearson correlation coefficients, and multiple regression. Result : There were significant positive correlations between clinical competency and the other variables. The strongest predictors of clinical competency were parent-adolescent intimacy (${\beta}=.33$) and academic record (${\beta}=.21$), and the model explained 11.3% (F=16.04, p<.001) of the variance. Conclusion : The findings indicated that further studies are needed to explore various factors influencing clinical competency and develop education programs for college nursing students.