• Journal of Digital Convergence
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• v.10 no.6
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• pp.41-47
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• 2012

These days, job creation affair is the largest national affair. Although, this government has been persevering in one's efforts, job is not created easily. One of the reasons is the problem of statistics of the job and policy errors by this wrong statistics. This article's purposes are to examine the problems of statistics of the job as base of existing policy, and to analyze the power of job creation of various industries. Especially, this study will light up job creativity of SW industry which is more important than other area in the job creation.

• The Korean Journal of Applied Statistics
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• v.25 no.6
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• pp.959-975
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• 2012

Each year research institutions such as the Korea Employment Information Service(KEIS), a government institution established for the advancement of employment support services, and Job Korea, a popular Korean job website, announce first job waiting times after college graduation. This provides useful information understand and resolve youth unemployment problems. However, previous reports deal with the time as a completely observed one and are not appropriate. This paper proposes a new study on first job waiting times after college graduation set to 4 months prior to graduation. In Korea, most college students hunt for jobs before college graduation in addition, the full-fledged job markets also open before graduation. In this case the exact waiting time of college graduates can be right-censored. We apply a Cox proportional hazards model to evaluate the associations between first job waiting times and risk factors. A real example is based on the 2008 Graduates Occupational Mobility Survey(GOMS).

• Journal of health informatics and statistics
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• v.43 no.4
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• pp.267-273
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• 2018

Objectives: An increase in the number of caregivers is necessary to provide services to the elderly, but more importantly, it is qualitative management for them. The purpose of this study was to identify occupational stress, job satisfaction, and organizational commitment and to explore the impact of occupational stress on job satisfaction and organizational commitment among caregivers employed in health service centers for the elderly. Methods: This descriptive survey was a cross-sectional correlational design of 118 caregivers. The questionnaire included occupational stress, job satisfaction, and organizational commitment. Stepwise multiple regression was applied. Results: Job satisfaction and organization commitment of caregivers were found to be above the average. There was a high level of job stress due to lack of job autonomy, job demands, and inadequate compensation. It has been found that the inappropriate compensation, organization system, work culture, and lack of job autonomy affected job satisfaction of caregivers. The factors affecting organizational commitment were inadequate compensation, job insecurity, and work culture. Conclusions: Efforts should be made to assess and complement the appropriateness of compensation and work culture that are taken to relieve job stress to enhance the job satisfaction and organizational commitment of caregivers.

• Communications for Statistical Applications and Methods
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• v.27 no.4
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• pp.459-468
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• 2020

We examine the rate of substitution of jobs by artificial intelligence using a score called the "weighted ability rate of substitution (WARS)." WARS is a indicator that represents each job's potential for substitution by automation and digitalization. Since the conventional WARS is sensitive to the particular responses from the employees, we consider a robust version of the indicator. In this paper, we propose the individualized WARS, which is a modification of the conventional WARS, and compute robust averages and confidence intervals for inference. In addition, we use the clustering method to statistically classify jobs according to the proposed individualized WARS. The proposed method is applied to Korean job data, and proposed WARS are computed for five future years. Also, we observe that 747 jobs are well-clustered according to the substitution levels.

• The Journal of Korean Society for School & Community Health Education
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• v.20 no.3
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• pp.43-52
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• 2019

Objectives: This study aims to understand the effects of job stress and emotional labor on perceptive health status of dental hygienist's. And provide basic data by for establishing the plan for the effective management of job stress and emotional labor and the promotion of health. Methods: Self-evaluation questionnaires were surveyed for 441 dental hygienist's who agreed to participate in the survey, using questionnaires used in the preceding study were modified and complemented. We analyzed the data with frequency analysis, descriptive statistics, t-test, chi-square test와 ANOVA, Spearman correlation coefficient by using IBM SPSS Statistics 21.0 (IBM Co., Armonk, NY, USA). The significance level for significance was set at 0.05. Results: health status were job stress, emotional labor significant negative correlation. The factors having significant effects on health problem were physical health status, the job culture of job stress, lack of job autonomy, organizational instability, and workplace culture. In addition, social health status was affected by emotional expressionism, relationship conflict, organizational instability, organizational system, and workplace culture. Conclusion: Recognizing the importance of the management of job stress and emotional labor in the working environment to dental clinic and hospital managers and managerial dental hygienists, a dental hygienist health promotion intervention program is needed to mitigate and cope with job stress and emotional labor.

• Journal of the Korea Convergence Society
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• v.10 no.11
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• pp.557-564
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• 2019

The purpose of this study was to examine the influencing factors of job engagement among Korean police officers. This was the secondary analysis of data from the 5th Korean Working Conditions Survey (KWCS). The study subjects included 185 Korean police officers. Collected data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation and multiple regression with IBM SPSS Statistics 24.0 program. Job insecurity (${\beta}=-.34$, p<.001), job reward (${\beta}=.39$, p<.001), subjective health status (${\beta}=.22$, p<.001), and organizational justice (${\beta}=.20$, p=.002) were significant influencing factors on job engagement, explaining 59.3% of the variance (F=34.26, p<.001). Effective and systematic strategies to improve Korean police officers' job engagement should focus on job reward, job insecurity, subjective health status, and organizational justice. The results of this study can be utilized as base data to improve Korean police officers' job engagement.

• The Korean Journal of Applied Statistics
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• v.25 no.3
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• pp.377-387
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• 2012

Job competition among generations has become an important social issue that has yet to be studied from an academic viewpoint. This study performs statistical tests to investigate the interrelation of employment among generations using seasonally adjusted monthly time series data. Employment by generations is not found to be strongly interrelated, even if the employment of 30-year-olds appears to affect those of 40-yearolds in some tests.

• The Journal of the Korea Contents Association
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• v.14 no.4
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• pp.168-179
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• 2014

This study has targeted 291 public officials in charge of social welfare in the community centers of Chungnam and Chungbuk region to examine their level of job stress, job satisfaction and turnover intention and the relationship between these variables. For the data analysis, PASW Statistics 18.0 was used. The main results of this study are as follows. First, for the job stress and turnover intention the social welfare job was higher than the administrative job and for the job satisfaction administrative job was higher than the social welfare job. Second, by examining the most significant factors that affects the job satisfaction and turnover intention for the social welfare job, it was shown as the job factors of job stress and for the administrative job, it was shown as the organizational factors of job stress. Based on the results of these studies, several alternatives were suggested in order to improve the job satisfaction and reduce the turnover intention. In addition, the significance of this study can be found in that the study was analyzed the level and relationship of the factors related to their job and divided into social welfare job and administrative job.

• Journal of Korean Society of Industrial and Systems Engineering
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• v.37 no.2
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• pp.35-42
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• 2014

The purpose of this study is to analyze job stress factors of hospital workers, which has an effect on their turnover intention. For identifying the influences on turnover intention, types of hospitals (university hospital, general hospital, private hospital) and types of workers(office workers, technical workers, and nursing staffs) were categorized. We went to the hospitals and carried out the survey under the cooperation with the concerned hospitals. The period of survey was from 23. Sep. 2013 to 30. Oct. 2013, and 293 worker participated in the survey. On the basis of the previous study, the measurement of job stress factors and turnover intention was set up as the survey method, and its reliability and validity were measured. The stress factors were subdivided into seven factors; occupational climate, organizational system, autonomy job control, uncertainty of getting a new job, job ability to perform, job demand, job ambiance. The value of job stress factors by the measuring instrument, Cronbach's Alpha, was 0.805 and the value of the subordination variable of turnover intention was 0.881. IBM SPSS Statistics 21 was used as the statistic analysis tool and the descriptive statistics about job stress factors. As a result, the turnover intention were analyzed depending on the types of hospitals, job groups, working years, and gender. Result shows that the job stress factors are differed according to the types of hospitals, and these job stress factors have influence on turnover intention. Therefore, it could be considered that, if the hospital managers find out the major job stress factors of their employees and resolve them in advance, the job stress of the hospital workers and their turnover intention can be reduced.

• Korean Journal of Occupational Health Nursing
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• v.10 no.2
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• pp.131-141
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• 2001

Purpose: This study were carried out to investigate the difference employment characteristics and job satisfactions by gender and to explore the influences of demographic status and employment characteristics on job satisfaction. Method: Social statistics survey data collected by Ministry of Statistics in 1998 were used for the secondary analysis in the study. Job satisfaction was measured by questionnaire which were consisted in 12 items such as task, promotion, placement, wage, benefits, future in the work, working environment, human relationship, working hours. Result: The results show that more than 50% of women were working as a part-time employees. Their education level were lower than men. Women workers were unmarried at higher percents than men. Men were showed more satisfaction significantly in their job than women. Men also had higher job satisfaction with work task, promotion, placement, and human relation. Women had shown higher job satisfaction with wage, working environment, and employer-employee relationship. Employment status had the most important factor on the job satisfaction. And, living status satisfaction, education, age, occupation, marital status, employment status and sex were significant for the job satisfaction. 33.34% of the variance in the job satisfaction were accounted for by these variables. Conclusion: The results of this study showed that there were difference of job satisfaction between gender and employment status was the most predictive factors on the job satisfaction. Women had more unstable employment status such as part-time, employment on probation, or family employer without wage than men. Stability of employment could be considered as a strategy for enhancing job satisfaction for women.