• Korea Journal of Hospital Management
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• v.22 no.4
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• pp.102-112
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• 2017

[purpose] This study was conducted to identify how a hospital's outsourcing workers' QWL influences Turnover Intention and to determine Dual Commitment cause any discrepancies in regards to the link between QWL and Turnover Intention. [Methodology/Approach] The study is based on 254 survey sheets answered by outsourcing employees working at general hospitals with more than 300 beds in Seoul and the methods of analysis used are as follows: reliability analysis, correlation analysis, multiple regression analysis, and hierarchical regressions analysis. [Findings] The study results First, analyzing how different types of QWL (individual, organizational, managemental) influence Turnover Intention, R2 turned out to be 30.7% and organizational factors and managemental factors show a statistically significant difference. In addition, organizational and managemental factors have negative effects on Turnover Intention while that of organization factors has a bigger influence. Second, verifying regulation effects of Dual Commitment in regards to the link between QWL and Turnover Intention, it is learned that Dual Commitment (hiring firm) has no regulation effects on the link. However, it does have a regulation effect on the link between QWL (managemental) and Turnover Intention. Moreover, after verifying regulation effects of Dual Commitment (client's firm), it is learned that it has regulation effect on the link between QWL (organizational and managemental) and Trunover Intention. [Practical Implications] In conclusion, lower Turnover Intention, it is necessary to impose tasks that suit the employees' competence and to encourage efficiency throughout clear communications and accurate directions.

• Journal of Korean society of Dental Hygiene
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• v.13 no.6
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• pp.941-949
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• 2013

Objectives : The objective of this study is to investigate the influencing factors of turnover intention in dental hygienists and to find the management of manpower by path analysis. Methods : The influencing factors included working environment, external factors, and job satisfaction. Data were analyzed by SPSS 18.0 and AMOS 20.0. Results : Older and married persons were satisfied with their jobs. Turnover intention was higher in the single and more experienced persons. Job satisfaction and working environment factors were closely related with each other. Conclusions : Job satisfaction and working environment factors were closely related with each other. In order to reduce turnover intention, it is very important to enhance the work performance and self-esteem toward job in the dental hygienists.

• Journal of Korean Society for Quality Management
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• v.49 no.2
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• pp.183-200
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• 2021

Purpose: This study is to investigate the effects of job instability and job stress on the turnover intention of sports facility workers in the COVID-19 situation, considering the moderating effects of perceived organizational support. Methods: This study surveyed service workers working at public sports facilities in Seoul, Gyeonggi Province and North Chungcheong Province, South Korea. The multi-regression and hierarchical regression analysis were employed to analyze the collected data. Results: The results indicate that all of the factors constituting job instability (organizational, job, and personal factors) had a significant influence on the factors constituting job stress (job characteristic, roll-related, and human relationship factors), except for only the relationship between organizational factor and rol-related factor. Job characteristic and roll-related factors constituting job stress significantly affected turnover intention of sports facility workers. Also, it was found that the perceived organizational support moderated the relationship between job characteristic factors of job stress and turnover intention. Conclusion: Although the COVID-19 created an environment with very high job instability, the negative impacts of job instability and job stress can be minimized through consideration and support for service workers of the organization, reducing turnover intention.

• Journal of the Korea Society of Computer and Information
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• v.26 no.2
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• pp.151-156
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• 2021

The purpose of this study is to examine the relationship between the role factors of local children's center life workers and turnover intentions, and propose a rational role in the work of life workers to suggest an intervention plan that can lower turnover intention. For analysis, data were collected and 221 cases were analyzed using dmfh google docs for life-service workers working at local children's centers. The analysis results are as follows. First, among the sub-variables of the role factors, role conflict was found to increase the turnover intention of life workers, and second, role overload increased the turnover intention of life workers. Based on these research results, policy and practical implications were proposed.

• Journal of Korean Academy of Fundamentals of Nursing
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• v.17 no.4
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• pp.566-574
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• 2010

Purpose: This study was done to identify the relationship of emergency department(ED) nurse's job characteristics, organizational commitment and turnover intention. Method: This study was conducted through a survey of 171 nurses from ED in nine general hospitals of Band U cities. The data were collected by self-report questionnaires and analyzed with the SPSS WIN 17.0 program using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient and stepwise multiple regression. Results: The mean score for job characteristics was 3.37. Job characteristics according to position, number days night duty, and monthly income showed significant differences. Turnover intention according to age, total career, and monthly income showed significant differences. A significant positive correlation was found between job characteristics and organizational commitment. Significant negative correlations were found between job characteristics and turnover intention, organizational commitment and turnover intention were found. The significant factors influencing turnover intention were organizational commitment, monthly income, and total career, which explained 27.6% of the variance. Conclusion: The findings indicate that nurse managers should analyze the reasons for high turnover intention, focusing on the main factors affecting turnover intention and consider solutions for decreasing turnover intention.

• Journal of the Korea Society of Computer and Information
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• v.22 no.7
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• pp.109-115
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• 2017

This study was performed to investigate the changes in turnover intention according to the level of occupational stress and to find the mediating factor that reducing the turnover intention among fire officer. To compare change of turnover intention according to the degree of occupational stress, statistical analyses were done by using the logistic regression model. In logistic regression analysis, the possibility of high turnover intention in a group with high occupational stress was hjgher by 4.11 times than a group with low occupational stress. The results of analyzing the degree of change in turnover intention after applying the mediating parameters(physical condition, emotional labor, burn out), turnover intention decreased by about 50.6%(from 4.11 times to 2.03 times) at the high level of occupational stress. As a result, it was found that the occupational stress experienced by the fire-officers had a positive effect on the turnover intention. In order to reduce the turnover intention due to the occupational stress of the fire-officers, it is necessary to manage factors such as work environmental factors(emotional labor, burn out) and individual factor(physical condition).

• Journal of East-West Nursing Research
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• v.20 no.1
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• pp.29-36
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• 2014

Purpose: The purpose of this study is to identify relationships among work environment, job satisfaction and turnover intention of emergency department (ED) nurses. Methods: The survey was given to 220 ED nurses which are located in G metropolitan from May 1st to July 31st of 2012. The results were analyzed by descriptive statistics, t-test, ANOVA, pearson correlation coefficients and stepwise multiple regression using SPSS WIN 19.0 program. Results: The turnover intension according to the general characteristics of the subjects has significant difference between emergency room experience, current duty satisfaction, and turnover plan in 1 year. In the correlation between work environment, job satisfaction and turnover intention of the subjects, work environment and job satisfaction have positive correlation, job satisfaction and turnover intention either job satisfaction and turnover intention have a negative correlation. Factors influencing turnover intention are job satisfaction, career and current duty satisfaction, also the full explanatory power of the model was 24.4%. Conclusion: The results indicate factors that influence turnover intention are job satisfaction, career, and current job satisfaction. We hope these result help to provide effective intervention strategies for reducing ED nurses' turnover.

• The Journal of Information Systems
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• v.30 no.4
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• pp.21-42
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• 2021

Purpose In order for companies to continue to grow, they should properly manage human resources, which are the core of corporate competitiveness. Employee turnover means the loss of talent in the workforce. When an employee voluntarily leaves his or her company, it will lose hiring and training cost and lead to the withdrawal of key personnel and new costs to train a new employee. From an employee's viewpoint, moving to another company is also risky because it can be time consuming and costly. Therefore, in order to reduce the social and economic costs caused by employee turnover, it is necessary to accurately predict employee turnover intention, identify the factors affecting employee turnover, and manage them appropriately in the company. Design/methodology/approach Prior studies have mainly used logistic regression and decision trees, which have explanatory power but poor predictive accuracy. In order to develop a more accurate prediction model, XGBoost is proposed as the classification technique. Then, to compensate for the lack of explainability, SHAP, one of the XAI techniques, is applied. As a result, the prediction accuracy of the proposed model is improved compared to the conventional methods such as LOGIT and Decision Trees. By applying SHAP to the proposed model, the factors affecting the overall employee turnover intention as well as a specific sample's turnover intention are identified. Findings Experimental results show that the prediction accuracy of XGBoost is superior to that of logistic regression and decision trees. Using SHAP, we find that jobseeking, annuity, eng_test, comm_temp, seti_dev, seti_money, equl_ablt, and sati_safe significantly affect overall employee turnover intention. In addition, it is confirmed that the factors affecting an individual's turnover intention are more diverse. Our research findings imply that companies should adopt a personalized approach for each employee in order to effectively prevent his or her turnover.

• Journal of Korean Academy of Nursing Administration
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• v.22 no.5
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• pp.562-569
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• 2016

Purpose: This study was done to construct and verify a model of turnover intention in clinical nurses, considering the effects of compassion fatigue, coping, social support, and job satisfaction. Methods: For this study a cross-sectional correlational design was used. Participants were 283 clinical nurses in four general hospitals. Data were collected using a questionnaire and were analyzed with descriptive statistics, Pearson correlation coefficient and path analysis. Results: The modified model of turnover intention had a good fit in this study. Turnover intention was influenced by job satisfaction, and job satisfaction was affected by workload, problem-focused coping, peer support, family-friend support and compassion fatigue. Compassion fatigue was associated with occupational trauma events, problem-focused coping and emotional-focused coping. Job satisfaction was the most important factors controlling nurse's turnover intention. Conclusion: Findings show that job satisfaction, compassion fatigue, and traumatic events are important factors influencing turnover intention. Nurse managers try to manage job satisfaction, compassion fatigue, support, and coping for nurses, it could be expected making proper nursing circumstance.

• Journal of Korean society of Dental Hygiene
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• v.16 no.6
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• pp.1047-1055
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• 2016

Objectives: The purpose of the study was to investigate the factors influencing turnover intention in new dental hygienists. Methods: A self-reported questionnaire was filled out by 202 new dental hygienists in Gyeonggido, Chungcheongdo, Jeollado, and Gyeongsangdo from March 1 to April 24, 2016. Data were analyzed using SPSS WIN 19.0 program. The questionnaire consisted of general characteristics of the subjects (7 items), job-related characteristics (6 items), turnover intention (7 items), burnout (6 items), job satisfaction (13 items), job stress (10 items), organizational commitment (6 items), and critical thinking disposition (8 itmes). Results: Turnover intention was 2.92 points and burnout was 3.26 points. Each of job satisfaction, organizational commitment, and critical thinking disposition was 3.27, 2.95, and 3.32, respectively. Conclusions: The factors influencing turnover intention included age, job stress, job satisfaction, job burnout, and organizational commitment. Among them, job burnout had the highest impact on turnover intention.