• The Korean Journal of Health Service Management
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• v.4 no.1
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• pp.23-41
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• 2010

The purpose of this study was to provide basic materials needed to enhance quality of organizational life by identifying the improvements of labor union management in the perspective of hospital organization management. Materials were collected from administrators, nurses and medical technicians in target hospitals from March 3 to March 3 to March 30, 2010 through survey questionnaires. The main results of this study were as follows: 1. The commitment level of the subjects according to their satisfaction was higher when the administrators both in Private hospitals and Public hospitals were not satisfied in their works. 2. The commitment level of the subjects according to the subjects' job dedication level was higher those who had higher emotional attachment to their job in all vocations in both Private hospitals and Public hospitals. 3. The commitment level of the subjects according to the subjects' labor union involvement was higher in those who had higher satisfaction in labor union and perceived their colleagues' attitudes more positively in all vocations in both Private Hospitals and Public Hospitals. 4. From the results of multiple regression analysis to identify major influencing factors of labor union commitment level, In Private hospital employees, those who had senior officer posts in labor union and higher normative commitment showed higher commitment union. Therefore hospital managers should have democratic and flexible attitudes toward labor union. Additionally, as colleagues attitudes is important determinant in union commitment, hospital managers should have countermeasures to enhance the work atmosphere of hospital employees.

• Journal of Fashion Business
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• v.18 no.1
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• pp.50-65
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• 2014

This study investigates the effect of demographics and materialism on the consumers's attitudes and clothing purchase behaviors. The subjects compose of 302 college students living in Yunnam, China. The mean, ANOVA, factor analysis, Duncan test were used for statistics analysis. According to our results, the factors of materialism, symbolic consumptions, and attitude toward fashion luxury products are identified: three factors of materialism (success symbols, practical living, and happiness pursuing), three factors of symbolic consumption (conspicuous, hedonic, communication), and five factors of attitudes toward fashion luxury products (quality, involvement, ostentation, luxurious aspect, pleasure). Among the demographics, gender, income, social stratification, father's education and job influenced the symbolic consumption, and desire's fashion luxury products. In addition, gender, income, social stratification, father's education and job influence the clothing selection standards and the extent of using fashion informations. Lastly, symbolic consumption, attitudes toward fashion luxury products, and apparel purchasing behaviors all proven to be significantly different among the 3 groups of materialism.

• Korean Journal of Social Welfare
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• v.59 no.3
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• pp.201-227
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• 2007

This study is to investigate determinants of social workers' career commitment, compare the level of career commitment of social workeks by social work organization, and analyze the effects of career commitment on job attitudes. Social workers working for government agencies and community welfare centers and institutions in Busan city and Gyeongnam province were surveyed using structured questionnaires and 326 usable questionnaires were obtained. The questionnaires were analyzed for job, career, role, and organizational justice characteristics models and comprehensive model using SPSS/PC+.. The results are as follows; the level of social worker's career commitment was relatively high but the level of career commitment of social workers working for government agencies was slightly lower than that of social workers working for private agencies. According to the demographic characteristics, the level of career commitment of males was higher than that of famales. That of older workers was higher than that of younger worker, that of 2nd rank workers was higher than that of 1st rank workers. Task significance, task identity, feedback for the job done, career satisfaction, low role conflict, high distributive justice and interactive justice were related to higher level of career commitment while the skill variety was related to the lower level of career commitment. However, the main determinants differ according to the social work organization. Career commitment affected negatively on the career turnover intention while it affected positively on organizational commitment, organizational citizenship behavior, job involvement, and intrinsic job satisfaction. Therefore, different approaches and systematic measures are needed according to the organization.

• The Korean Journal of Health Service Management
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• v.2 no.1
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• pp.56-83
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• 2008

The purpose of this study was to provide basic materials needed to enhance quality of organizational life by identifying the improvements of labor union management in the perspective of general hospital organization management. The subject of this study were 686 employees in 12 General Hospitals in Metro Capital including Seoul. Materials were collected from administrators, nurses and medical technicians in target hospitals from March 20 to May 10, 2005 through survey questionnaires. The main results of this study were as follows: 1. the commitment level of the subjects according to their characteristics was higher in older employees than the younger ones, large family to support than small family to support and those who had higher positions in labor union. 2. The commitment level of the subjects according to the job and role related variables were higher those who had higher satisfaction level to their job and manager, role conflict in all hospitals. 3. The commitment level of the subjects according to union related variables, variables jointly controlled by union and employer was satistically significant positive correlation. In other words, the commitment level of the subjects according to the subjects' labor union involvement was higher in those who had higher satisfaction in labor union and perceived their colleagues' attitudes more positively in all hospitals. Regarding the atmosphere of the relationship between union and employer and the level of commitment in labor union, the better the atmosphere of the relationship between union and employer was, the higher the level of commitment in labor union was in all hospitals. 4. The results of multiple regression analysis shows that formal and informal socialization, union participation to the union management cooperation program, job satisfaction, satisfaction with the labor union's were all found as important antecedents of labor union commitment. 5. Job and role-related variables, union-related variables, variables jointly controlled by union and employer, and labor union commitment level were all found significantly different in accordance with the characteristics of unions concerned. To summarize study results, the level of commitment in labor union depends on job satisfaction, manager's attitudes, satisfaction to their jobs, union satisfaction, their colleagues attitudes toward union and the atmosphere of employer-employee relationship. Therefore hospital managers should have democratic and flexible attitudes toward labor union. Additionally, as formal and informal socialization, union participation to the union-management cooperation program is important determinant in union commitment, hospital managers should have countermeasures to enhance the colleague attitude and job satisfaction level of hospital employees. Since this study deals with psychological nature of workers not a few drawbacks and shortcomings may be detected in the finding. Nevertheless, the finding of this study, to become a momentum that will stimulate further research to detect all the cues of labor union commitment and to provide valuable reference in forming logical union commitment and labor union-management cooperation.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.18 no.5
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• pp.160-168
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• 2017

This study examined the awareness of the healthcare accreditation system, job stress, organizational commitment, and the turnover intention to determine the effects of these factors on the turnover intention of small and medium sized hospitals. A total of 202 nurses who worked in hospitals with less than 500 beds located in Gyeonggi-do, participated in this study. Questionnaires were given to the nurses who experienced healthcare accreditation, and data were collected between 1 December 2015 and 30 March 2016. As a result, the factors and general characteristics, influencing the turnover intention were found to be age (F=4.68, p<.001), marital condition (F=3.92, p<.001), and department of work (F=3.23, p<.008). The turnover intention was negatively correlated with the awareness of the healthcare accreditation system (r=-.46, p<.001) and nursing organizational commitment(r=-.35, p<.001), but positively correlated with the job stress (r=.21, p=.002). Regression analysis showed that the turnover intention of nurses from small and medium sized hospitals had 22.0% on the organizational commitment, department type, and job stress. Therefore, to decrease the nurses' the turnover intention, managers of small and medium sized hospitals need to draw up measures to support job involvement and policy improvement. The results also showed the difference in turnover intention according to the department type. Accordingly, there is a need for a differentiated approach according to the department of work, such as a special unit, ward, and outpatient department.

• Journal of Digital Convergence
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• v.10 no.11
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• pp.503-513
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• 2012

This study aimed at the employment types of the hotel employee into regular workers and contingent workers, and examine the difference between the two on their job involvements and satisfaction. The results are summarized as follows: First, the job involvement of the regular workers is significantly higher than of contingent workers in terms of organized issue in work place. Second, the job satisfaction is compared with two group, regular workers have positive effects on the education and training opportunities than contingent workers. Third, organizational commitment have a good influence on contingent workers than contingent workers according to the job satisfaction. Therefore, the executives in hotel industry make better employment environment with long-range policy and appropriate compensation on their abilities without any distinction of the employment types in hotel industry.

• The Korean Journal of Rehabilitation Nursing
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• v.14 no.1
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• pp.5-12
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• 2011

Purpose: The purpose of this study was to evaluate the association among of Activity of Daily Living (ADL), Instrumental Activities of Daily Living (IADL), depression and isolation in disabled people. Method: The subjects consisted of 761 disabled people in Korea. Data were analyzed using descriptive statistics, t-test, ANOVA, and Pearson's correlational statistics. Results: There were significant differences in age, cause of disability, type of disability, degree of disability, education, job, perceived health condition, and economic status between disabled people with high and low levels of ADL and IADL. Depression showed significant differences in type of disability, degree of disability, education, job, perceived health condition, and economic state; isolation showed significant differences in age, cause of disability, type of disability, education, job, residence, perceived health condition, and economic status. A significant association was identified between depression and isolation (r=.69, p<.001). Conclusion: There was a high incidence of depression in disabled men with high levels of isolation and ADL and IADL dependence. An effort to increase disabled people's ADL, IADL, and independence levels is needed, and nursing interventions should be designed and tested to increase their community involvement and decrease the sense of isolation and depression.

• International Journal of Computer Science & Network Security
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• v.24 no.7
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• pp.108-117
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• 2024

The selection and recommendation of a suitable job applicant from the pool of thousands of applications are often daunting jobs for an employer. The recommendation and selection process significantly increases the workload of the concerned department of an employer. Thus, Resume Classification System using the Natural Language Processing (NLP) and Machine Learning (ML) techniques could automate this tedious process and ease the job of an employer. Moreover, the automation of this process can significantly expedite and transparent the applicants' selection process with mere human involvement. Nevertheless, various Machine Learning approaches have been proposed to develop Resume Classification Systems. However, this study presents an automated NLP and ML-based system that classifies the Resumes according to job categories with performance guarantees. This study employs various ML algorithms and NLP techniques to measure the accuracy of Resume Classification Systems and proposes a solution with better accuracy and reliability in different settings. To demonstrate the significance of NLP & ML techniques for processing & classification of Resumes, the extracted features were tested on nine machine learning models Support Vector Machine - SVM (Linear, SGD, SVC & NuSVC), Naïve Bayes (Bernoulli, Multinomial & Gaussian), K-Nearest Neighbor (KNN) and Logistic Regression (LR). The Term-Frequency Inverse Document (TF-IDF) feature representation scheme proven suitable for Resume Classification Task. The developed models were evaluated using F-Score_M, Recall_M, Precission_M, and overall Accuracy. The experimental results indicate that using the One-Vs-Rest-Classification strategy for this multi-class Resume Classification task, the SVM class of Machine Learning algorithms performed better on the study dataset with over 96% overall accuracy. The promising results suggest that NLP & ML techniques employed in this study could be used for the Resume Classification task.

• Journal of the military operations research society of Korea
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• v.23 no.2
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• pp.120-134
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• 1997

This paper illustrates the process of developing and configuring the prototype computer-assisted analysis system named as Work-Expert for analyzing occupational stress. A Work-Expert was developed to allow the nonexperts or line manager to utilize the existing knowledge in the area of occupational stress estimation, and to provide intelligent and computer-aided problem solving. The purpose of the system development is for future prediction and problem solving. Creating preventive measures, such as early detection of stress, proper placement and promotion of employees, job enlargement, employee identification, employee involvement, communication, and training of managers will be possible by using this system effectively.

• Journal of Families and Better Life
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• v.14 no.4
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• pp.263-276
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• 1996

The purpose of this study is to explore various environmental factors that explain parenting practices. Those factors considered are stress and characteristics of single-mother/child together with psychological distress experienced by the single mother. A total of 285 poor single mothers with a child attending elementary school or junior high school completed a structured questionaire. The relationships among the variables were analyzed by the path analysis. The results showed that poor single mothers rely on affectiv $e^portive involvement more frequently then punitive/inconsistent discipline. It is also confirmed that the enviromental factors such as financial stress living environmental stress and job status play important roles in determining the quality of parenting practices with the mediating role of psychological distress.ss.