• Journal of East-West Nursing Research
• /
• v.21 no.1
• /
• pp.1-9
• /
• 2015

Purpose: This study was attempted to provide the foundations for the nursing intervention program that could improve hemodialysis patient's quality of life by examining influences of family support, self-efficacy and fatigue on quality of life among hemodialysis patients. Methods: We have surveyed 200 patients that aged 18 or older being diagnosed with end-stage renal disease (ESRD) and are receiving hemodialysis treatment in three general hospitals equipped more than 400 beds, one specialized dialysis clinics located in city M. Using the SPSS 17.0 windows program, gathered data were analyzed by number, percentage, mean, standard deviation, t-test, ANOVA, Duncan, Pearson's correlation coefficients and multiple regression analysis. Results: We found the factors that had great influences on patient's quality of life were family support (${\beta}=.155$, t=2.18, p=.031), fatigue (${\beta}=-.487$, t=-7.73, p<.001), and monthly income (${\beta}=.147$, t=2.36, p=.019). Explanatory power of this model was 49.6%. Conclusion: The quality of life of the hemodialysis patients on hemodialysis is affected by family support, fatigue, and monthly income. The higher monthly income, family support and the less fatigue, the more likely they can improve their quality of life.

• Journal of Korean Biological Nursing Science
• /
• v.18 no.4
• /
• pp.213-220
• /
• 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.

• Journal of Korean Critical Care Nursing
• /
• v.11 no.2
• /
• pp.63-74
• /
• 2018

Purpose : This study aimed to identify the factors influencing job satisfaction in intensive care unit (ICU) nurses. Method : Using a cross-sectional design, data collected from 145 ICU nurses working at two university hospitals with more than 1,200 beds located in B and Y city were analyzed. The instruments used for this study assessed autonomy, communication satisfaction, resilience, and job satisfaction. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple linear regression analysis. Results : Job satisfaction was significantly correlated with communication satisfaction (r=.60, p < .001) and resilience (r=.34, p < .001). Further, job satisfaction was influenced by communication satisfaction (${\beta}=.48$, p < .001), working at a surgery ICU (${\beta}=.21$, p =.008), and dissatisfaction with nursing (${\beta}=-.24$, p =.005). The explanatory power of this model was 44.7%. Conclusion : These results suggest the need for programs to improve communication satisfaction and nursing satisfaction.

• 한국해양학회지
• /
• v.12 no.1
• /
• pp.7-12
• /
• 1977

Vertical mixing in the ocean affects the formation of water masses as well as the vertical distribution of nutrients and dissolved substances. this study is to investigate the effect of stability on the intensity of vertical transfer in the case of shallow and straitfied channel. It is found that the relation of the stability and vertical turbulent diffusion is given by K$\sub$z/ = -${\beta}$-(c+${\beta}$) / ${\alpha}$(E-1/${\alpha}$) where K$\sub$z/ and E denotes the vertical turbulent diffusion coefficient and stability, respectively. The empirical coefficients ${\alpha}$, ${\beta}$ and c depend on the magnitude of vertical components and stability, i.e., through thermocline intensity. The study indicates that the diffusivity of the surface mixed layer is (K$\sub$z/)=300∼1,200$\textrm{cm}^2$/sec, the thermocline layer is (K$\sub$z/)= 50∼200$\textrm{cm}^2$/sec and the cold layer is (K$\sub$z/)=200∼600$\textrm{cm}^2$/sec based on near- minimum least-squares error estimates from the regression analysis. An important result of our study comes out that the model is in accordance with the general trends of the effect of stability on the vertical turbulent diffusion coefficients in the case of shallow and strongly stratified channel.

• The Journal of Korean Academic Society of Nursing Education
• /
• v.22 no.2
• /
• pp.171-181
• /
• 2016

Purpose: This study examined the effects of nursing professionalism, academic failure tolerance and social self-efficacy on college life satisfaction among nursing students. Methods: Data were collected between September 1 and October 16, 2015 via a self-reported questionnaire from 170 nursing students using convenient sampling methods. The survey included questions about nursing professionalism, academic failure tolerance, social self-efficacy, and college life satisfaction. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and hierarchical multiple regression with IBM SPSS/WIN 20.0. Results: Establishment vision about nursing science (${\beta}=.27$, p=.006), academic failure tolerance (${\beta}=.17$, p=.031) and social self-efficacy (${\beta}=.19$, p=.012) of nursing students were identified as significant predictors of college life satisfaction, after adjusting for establishment vision about nursing science and satisfaction in nursing science. This model explained 21.0% of the college life satisfaction in nursing students (F=6.38, p<.001). Conclusion: These results suggest that academic failure tolerance and social self-efficacy were significant factors influencing the college life satisfaction of nursing students. Also, as a strategy for improving the college life satisfaction of nursing students, it is necessary to develop programs that can help to establish apparent vision and to improve satisfaction in nursing science.

• Journal of Korean Critical Care Nursing
• /
• v.12 no.2
• /
• pp.13-25
• /
• 2019

Purpose : The purpose of this study was to identify factors influencing the professional self-concept of nurses working in intensive care units (ICUs). Methods : Data were collected from July 1 to August 15, 2014. The subjects were 206 ICU nurses working in four university hospitals in B and U cities, Korea. Their professional self-concept was measured using Arthur's Scale revised by Yoon (2012), and professional quality of life (QOL) was measured using Pro QOL Korean Ver. 5 developed by Stamm (2010). Data were analyzed with SPSS Ver. 18, using a t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis. Results : Professional self-concept was significantly correlated with compassion satisfaction (r=.61, p<.001), and burn out (r=-.57, p<.001). The factors influencing professional self-concept were compassion satisfaction (${\beta}=.46$, p<.001), burn out (${\beta}=-.27$, p<.001), and education level (${\beta}=.14$, p =.014). The explanatory power of this model was 46.5%. Conclusion : The results suggest that the influencing factors found in this study should be considered when planning nursing intervention programs for improving the professional self-concept of ICU nurses.

• The Journal of Korean Academic Society of Nursing Education
• /
• v.25 no.1
• /
• pp.148-158
• /
• 2019

Purpose: This study is a descriptive study to explore the effects of work performance, perceived organization support, and personal coping resources on job satisfaction of infusion nurses in Korea. Methods: The participants of this study were 155 infusion nurses in 19 general hospitals and advanced general hospitals in Korea. Data were collected from January to March 2018 using a structured questionnaire and analyzed with the SPSS software version 23. Results: The participants' job satisfaction score was 3.01, their work performance score was 3.60, their perceived organization support score was 2.83, and their personal coping resources score was 3.53. The regression model for job satisfaction was significant (F=56.10, p<.001), and the total explanatory power was 52%. The variables affecting job satisfaction were personal coping resources (${\beta}=.44$, p<.001), perceived organization support (${\beta}=.42$, p<.001), and working locations (${\beta}=.13$, p=.028). Conclusion: To increase job satisfaction of infusion nurses, boosting strategies for personal coping resources, perceived organization support, and examination of work performance characteristics of each local area should be considered. In addition, development of customized programs is needed, focusing on infusion nurse personnel and job characteristics.

• The Korean Journal of Applied Statistics
• /
• v.6 no.2
• /
• pp.371-381
• /
• 1993

When the multicollinearity presents in the standard linear regression model, ridge regression might be used to mitigate the effects of collinearity. As the prediction-oriented criterion, the integrated mean sqare error criterion $J_w(k)$ was introduced by Lim, Choi & Park(1980). By noting the equivalent relationship between the $C_k$ criterion and $J_w(k)$ with a special choice of weight function $W(x)$, we propose a more reasonable selection rule of k w.r.t. the $C_k$ criterion than that given in Myers(1986). Next, to find the $\beta(k)$ which behaves reasonably well w.r.t. competing criteria, we adopt the minimax principle in the sense of maximizing the worst relative efficiency of k among competing criteria.

• Journal of the Korea Convergence Society
• /
• v.10 no.5
• /
• pp.369-375
• /
• 2019

Purpose: The purpose of this convergence study is to examine the factors influencing disease related knowledge in patients with congestive heart failure. Methods: A descriptive regression design was used and the participants were 100 patients with heart failure from one general hospital in 2015. Data analysis included .multiple regression. Results: The average scores were $9.59{\pm}1.77$ for disease related knowledge. The significant factors affecting disease related knowledge were severity(${\beta}=.32$, p<.001), duration of disease diagnosis(year) (${\beta}=.30$, p=.003). The regression model explained approximately 17.3 % of disease related knowledge. Conclusion: The findings recommend that nurses have to improve health related knowledge of patients with congestive heart failure by considering severity and duration of disease diagnosis.

• Journal of the Korean Data Analysis Society
• /
• v.20 no.6
• /
• pp.2841-2852
• /
• 2018

This study examines regression modeling method using zero-inflated distribution in relation to estimation of exposure distribution required in advertisement media planning. Exposure distribution is the percentage of audiences that are exposed each time the ad is repeated. Such an exposure distribution plays a very important role in providing basic information necessary for calculating various indicators for quantitatively measuring the advertising effect. Especially, due to the decrease of advertising price and the spread of various media, the frequency of the advertisement or the broadcasting of specific advertisements has been greatly increased compared to the past. As a result, the frequency of exposure is relatively decreasing. In this situation, the number of individuals who are not exposed to the media, that is, are not exposed to advertising structurally is increasing. This research proposes advertising exposure distribution models using a zero-inflated regression model, and conducts a comparative study using actual cases.