• Journal of the Korea Society for Simulation
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• v.23 no.1
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• pp.21-31
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• 2014

In this article, data mining simulation is applied to find a proper approach and results of analysis for study of variables related to organization. Also, turnover intention and organizational commitment are used as target (dependent) variables in this simulation. Classification and regression tree (CART) with ensemble methods are used in this study for simulation. Human capital corporate panel data of Korea Research Institute for Vocation Education & Training (KRIVET) is used. The panel data is collected in 2005, 2007, and 2009. Organizational commitment variables are analyzed with combined measure variables which are created after investigation of reliability and single dimensionality for multiple-item measurement details. The results of this study are as follows. First, major determinants of turnover intention are trust, communication, and talent management-oriented trend. Second, the main determining factors for organizational commitment are trust, the number of years worked, innovation, communication. CART with ensemble methods has two ensemble CART methods which are CART with Bagging and CART with Arcing. Comparing two methods, CART with Arcing (Arc-x4) extracted scenarios with very high coefficients of determination. In this study, a scenario with maximum coefficient of determinant and minimum error is obtained and practical implications are presented. Using one of data mining methods, CART with ensemble method. Also, the limitation and future research are discussed.

• Korean small business review
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• v.41 no.3
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• pp.23-47
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• 2019

This study investigates the effects of three types of person-environment fit, i.e. POF, PJF(ability) and PJF(needs), on effectiveness variables and the mediating effect of work motivation in SMEs. The data were collected from 211 employees who work for SMEs. Results of structural equation modeling(SEM) analyses demonstrated that PJF(ability) was significantly associated with task performance and turnover intention, while POF and PJF(needs) were significantly associated with turnover intention only. PJF(needs) and PJF(ability) have the positive impact on intrinsic motivation, PJF(ability) also has the positive impact on external and identified motivation. We also analysed mediating effects using Process macro. Results demonstrated that intrinsic motivation mediated the relationship between POF, PJF(needs), PJF(ability) and task performance. The relationship between PJF(ability) and task performance was mediated by external motivation. Based on the results, theoretical and practical implications are derived. Also suggested are methodological limitations and future research directions.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.15 no.8
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• pp.4950-4960
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• 2014

This study examined the factors affecting submarine crews' turnover intention. This study reviewed previous research-related turnover in military organizations. The measurement was designed based on the Kano model, which was originally used to survey the customers' satisfaction with a service or a product. The authors conducted a questionnaire survey of 408 submarine crew, from 1, Nov to 30, Nov, 2013. The results showed that the factors that impact the submarine crews' turnover were the sense of insecurity due to the a poor working environment of the submarine, physical risks due to the water pressure, anxiety due to the closed space, and insecure rank-limited promotion system. The paper discusses the implications of the results from the perspective of military social welfare and provides recommendations for setting up the policy for submarine crews' welfare based on the study result.

• Journal of the Korea Society of Computer and Information
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• v.16 no.2
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• pp.267-278
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• 2011

This study examines the relationship among stock options, pay equity, organizational commitment. Employees who received stock options tend to perceive their pay more equitable and the tendency shows a positive relationship among the amount of stock options and the equity perception. Also employees who received stock options perceive greater procedural equity, as they recognize stock options are awarded to many employees. However, the perception of stock options was not significantly associated with organizational commitment, turnover intention, and pay satisfaction. In 2003, the study surveyed 115 employees who received stock options in 10 publicly owned Korean firms that introduced stock option plans. The statistical analysis leads to the conclusions as follows. First, as the number of stock options increases, the receiver tends to perceive that pay system is more distributively equitable. Second, as the number of stock option receivers increases, the employees perceive the pay system more procedurally equitable. Third, stock option payments don't ensure that it improves pay satisfaction, turnover intention, and organizational commitment. This study shows a positive relationship that stock options work favorably in terms of pay equity, but the effect doesn't seem to be widely positive. The reason is that the introduction of stock options in domestic firms has been made only recently after the foreign exchange crisis in the late 1990s. More experiments and design issues should be discussed for the future.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.10
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• pp.147-157
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• 2016

The opening of a second new airport is urgently needed to meet the growing number of visitors to Incheon International Airport. This study focused on effectiveness of mediating effects on the dedication to organization in order to determine why manpower resources of the airport service sector should take job-changing into account and to focus on staff who provide service to customers visiting Incheon International Airport management of airport service quality by providing a better service and preventing them from leaving their job. The results show that, first, only obligation conflicts and heavy workload affect the dedication to organization in terms of task-related causes. Second, compensation and relationships with seniors also affect the dedication to organization in terms of organization-related causes. Third, if more dedication is required, more employees will leave their job. Fourth, role conflict is the only reason to leave the job related to task. Fifth, only compensation and decision making affect the cause of the dedication to organization. The employer urgently needs to make a system to develop a relationship with colleagues and seniors, make a better work environment so that employees can work for a longer period and monetary or valuable compensation should be provided as indicated above in order to keep them employed.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.22 no.1
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• pp.728-742
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• 2021

The purpose of this study was to explore the dysfunctional effects of job crafting by examining (1) the sequential dual mediating effect of work-related sense of coherence (Work-SoC) and job strain on the relationship between two dimensions of job crafting (i.e., promotion focus & prevention focus) and turnover intentions, and (2) the moderating effect of supervisor support in the relationship between each focus and Work-SoC. A total of 293 employees working at various companies in Korea participated in an online survey. The results showed that promotion-focus job crafting had a direct negative effect on turnover intention, while prevention-focus job crafting had a direct positive effect. Both promotion- and prevention-focus job crafting also had indirect effects on turnover intention by partially mediating Work-SoC and job strain. Supervisor support had a moderating effect on the relationship between prevention-focus job crafting and Work-SoC, weakening the negative effect of prevention focus on Work-SoC. The implications and future directions are discussed on the basis of the results.

• Korea Trade Review
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• v.43 no.6
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• pp.161-192
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• 2018

The hotel industry in China has shown great growth both in terms of quantity and quality, but management of the most important element of the success of the hotel company is still not enough. The purpose of this study is to investigate the effects of emotional intelligence including self emotional appraisal, others' emotional appraisal, regulation of emotion, use of emotion on Chinese hotel employees' resilience to improve job satisfaction, organizational commitment, and to reduce turnover intention. Also, the relationship between job satisfaction, organizational commitment, and turnover intention was investigated. In order to analyze this, we surveyed 322 employees of Shanghai 4, 5star hotel in China. Empirical analysis showed that self emotional appraisal, regulation of emotion, and use of emotion of Chinese hotel employees had a positive effect on resilience, but others' emotional appraisal did not affect resilience. In addition, the resilience showed a positive effect on job satisfaction and organizational commitment, but not on turnover intention. Also, job satisfaction has a significant negative effect on organizational commitment and turnover intention, and organizational commitment has a significant negative impact on turnover intention. This study aims to provide a better understanding of emotional intelligence and resilience, and to provide effective management of human resources management.

• Korean Public Administration Review
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• v.47 no.1
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• pp.201-237
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• 2013

본 연구는 효율적 인적자원관리의 실행과 유지에 있어서 '일과 삶 균형(WLB: Work-Life Balance)' 정책의 중요성을 이론적·실증적 접근방식으로 규명하고자 하였다. 특히 본 연구에서는 WLB 정책을 유연근무제, 친가족정책, 개인신상지원 프로그램 등 3가지 차원으로 구분하여 제시하였으며, 분석대상을 공공조직과 민간조직으로 구분하여 기존 연구와의 차별화를 도모하였다. 연구모형 개발과 가설검증을 위해 제3차 여성가족패널(KLoWF) 자료를 바탕으로 WLB 정책과 정책 부합성, 직무만족도, 이직의도 간의 관계를 분석하였으며, 설문조사를 통한 양적 분석의 한계를 보완하기 위하여 공공조직 및 민간조직 여성 근로자와의 심층 인터뷰를 통한 질적 분석을 병행하였다. 분석결과, WLB 정책과 조직 효과성 간의 관계에 있어 공공조직과 민간조직 간의 유의미한 차이가 있음을 확인할 수 있었으며 심층 인터뷰를 통해 이러한 결과가 공공조직과 민간조직의 상호 이질적인 조직 문화, 제도, 구조적 특성에 기인하고 각 영역 구성원들의 서로 다른 욕구 및 동기 유발 체계에 의한 것임을 발견할 수 있었다. 이러한 분석결과를 바탕으로 본 연구에서는 각각의 조직 특성에 맞는 수요자 친화형 WLB 정책 구축의 필요성을 제안하고, WLB 정책 시행 측면의 문제점 및 개선방안 등을 제시하였다.

• Culinary science and hospitality research
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• v.16 no.5
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• pp.37-49
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• 2010

The purpose of this study is to examine how the workplace bullying recognition level of an employee in Korean foodservice industry, which more strongly depends on human services than other industries, influences on job satisfaction and turnover intention. To this end, we collected 250 samples of employees working in the kitchen of family restaurants. Among the collected 250 sample, 241 samples were usable for the analysis excluding 9. The result is as follows. Firstly, there is a difference in average of satisfaction in work according to each group of causes to recognize workplace bullying. That is, the group which vaguely recognizes bullying as for threat to professional status and isolation, and psychological harassment shows higher satisfaction in work than the group which recognizes the bullying well, which is statistically significant. The latter demonstrates more turnover intention than the former. Secondly, the research examining the effects of the causes of workplace bullying over the employees' satisfaction in work and turnover intention shows the following result. The causes to recognize workplace bullying of the employees have a negative effect(-) on job satisfaction on the whole. The causes to recognize workplace bullying of the employees have a positive influence(+) on turnover intention. In conclusion, manager in foodservice industry will need to provide employees with the environment which can help staff improve cooperation, unity and solidarity within the organization.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.14 no.9
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• pp.4359-4367
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• 2013

The purpose of this study was to examine the influence of the self- regulation of paramedics on their job satisfaction and turnover intention. The subjects in this study were 300 paramedics who worked at general and larger hospitals. A survey was conducted for about four months from May 6 to August 30, 2012. As for data analysis, the statistical package SPSS WIN 18.0 was employed to make a frequency analysis, and the reliability of the instrument used was checked. A factor analysis was made, and a correlation analysis was carried out to look for connections between the variables, and a multiple regression analysis was utilized. Concerning the general characteristics of the respondents, many of the respondents were female, in their 20s, unmarried and received junior-college or higher education. Self-regulation had a very close correlation to job satisfaction and turnover intention, and self-regulation affected the subfactors of job satisfaction. Self-regulation exerted an influence on job satisfaction and turnover intention. The findings of the study are expected to suggest how to boost the job satisfaction of paramedics to step up the development of the organization that they belong to.