• Journal of the Korean Society of Safety
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• v.28 no.1
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• pp.158-163
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• 2013

While job stress evaluations are reported in the recent surveys upon the nuclear power plants(NPPs), any significant advance in the types of questionnaires is not currently found. There are limitations to their usefulness as analytic tools for the management of safety resources in NPPs. Data mining(DM) has emerged as one of the key features for data computing and analysis to conduct a survey analysis. There are still limitations to its capability such as dimensionality associated with many survey questions and quality of information. Even though some survey methods may have significant advantages, often these methods do not provide enough evidence of causal relationships and the statistical inferences among a large number of input factors and responses. In order to address these limitations on the data computing and analysis capabilities, we propose an advanced procedure of survey analysis incorporating the DM method into a statistical analysis. The DM method can reduce dimensionality of risk factors, but DM method may not discuss the robustness of solutions, either by considering data preprocesses for outliers and missing values, or by considering uncontrollable noise factors. We propose three steps to address these limitations. The first step shows data mining with response surface method(RSM), to deal with specific situations by creating a new method called response surface data mining(RSDM). The second step follows the RSDM with detailed statistical relationships between the risk factors and the response of interest, and shows the demonstration the proposed RSDM can effectively find significant physical, psycho-social, and environmental risk factors by reducing the dimensionality with the process providing detailed statistical inferences. The final step suggest a robust stress management system which effectively manage job stress of the workers in NPPs as a part of a safety resource management using the surrogate variable concept.

• Journal of the Korea Institute of Building Construction
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• v.14 no.2
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• pp.150-155
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• 2014

The success of construction projects is heavily dependent on the work ability of the field managers who manage the execution of projects. The work ability of field managers is influenced by various elements such as job stress and individual characteristics. The purpose of this study is to reveal the factors influencing the work ability of construction field managers in Korea. Work ability is evaluated bases on the Work Ability Index(WAI) developed by the Finnish Institute of Occupational Health, while job stress is measured using the Korean Occupational Stress Questionnaire Short Form developed by the Korean Occupational Safety & Health Agency. The results showed that field managers under higher job stress have lower work abilities. In addition, it is revealed that exercise or religious practice have a positive influence on work ability. This study will help to increase the work ability and enable the efficient management of organization at building construction sites.

• The Journal of the Korea Contents Association
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• v.19 no.8
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• pp.440-452
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• 2019

The objective of this study is to analyze the mediation effect of communication and interpersonal relations in the impact of job stress of female workers with disabilities on organizational commitment. The subjects are 508 female workers with disabilities who participated in the 1st wave of the Panel Survey of Employment for the Disabled in Years7-8 (2014-2015). A multiple regression analysis was conducted, and the mediation effect was verified according to the research procedures of Baron and Kenny(1986) using bootstrapping. The results showed that organizational justice and work environment stress faced by female workers with disabilities had a negative impact on organizational commitment, and communication and interpersonal relations had a partial mediation effect. Based on these results, this study suggested ways to reduce job stress and increase organizational commitment of female workers with disabilities.

• Journal of Korean Academic Society of Home Health Care Nursing
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• v.30 no.1
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• pp.5-14
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• 2023

Purpose: This study aims to identify the degree of anxiety and depression related to infection control and job stress in clinical nurses during the COVID-19 pandemic. Furthermore, it seeks to identify the effects of depression. Finally, it intends to develop intervention measures to prevent depression in clinical nurses during epidemics of new infectious diseases and prepare basic data for developing educational programs. Methods: Data were collected using a self-report questionnaire survey administered to 208 nurses. The data were analyzed using the IBM SPSS (Version 26.0) statistics program. Results: The correlation analysis between participant depression, anxiety, and infection control job stress found that depression had a positive correlation with anxiety (r=.63, p<.001) and infection control work stress (r=.26, p<.001). Anxiety (β=0.60, p<.001) was found to significantly affect participant depression with an explanatory power of 40.2%, confirming that higher anxiety levels induce increased depression. Conclusion: Based on the above results, anxiety is confirmed to be a factor that affects depression. Accordingly, education is required to strengthen individuals' physical and mental capabilities and promote a safe working environment, including providing sufficient personal protective devices and other appropriate gear to defend clinical nurses against outbreaks of emerging infectious diseases at medical institutions and through healthcare policies. Other considerations should include sufficient rest hours and paying additional benefits for nurses caring for patients with severe confirmed COVID-19.

• 한국노년학
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• v.27 no.2
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• pp.285-298
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• 2007

The study examined the extent of violence and the relationship between violence and job stress experienced by 182 direct care workers and nurses in Daejeon nursing facilities. The CTS2 was used to interview each helping professions in order to examine the extent of client-perpetrated psychological aggression and physical assault. Major findings are as follows: (1) For the preceding 12-month period, 79.2% of workers reported at least one incidents of violence. But their job stress was low. (2) To the extent that psychological aggression and physical assault are related. 43.4% of participants reported both psychological and physical violence, 35.8% reported psychological violence, 0.6% reported physical violence only, and 20.2% reported neither psychological nor physical violence. (3) Stress from care/nursing task was significantly associated with violence, especially both psychological and physical violence. Greater, targeted efforts are needed to reduce the prevalence and consequences of workplace violence.

• Journal of the Korean Society for information Management
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• v.35 no.1
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• pp.103-127
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• 2018

This study examined differences in job stresses, depression and state anxiety levels relating to sociological characteristics of records managers and studying whether the mediating effect of state anxiety levels significantly occurs on the depression followed by their job stresses. So we distributed questionnaires of 9 factors including sociological characteristics to record managers, asking them job stresses, depression, and state anxiety levels, and collected 98 questionnaires finally. We analyzed the effect of mediation on the surveyed data using Regression Analysis. As a result, it was found that there is a full mediating effect of state anxiety level between job stress and depression, and that, therefore, state anxiety levels of the record managers must be managed to lower their depression levels.

• Research in Community and Public Health Nursing
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• v.29 no.3
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• pp.267-278
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• 2018

Purpose: This study is to investigate working conditions including job stress among visiting nurses in public health centers in Korea. Methods: An social network based mobile survey was conducted in May 2017 (N=936, response rate: 47.0%). Results: The visiting nurses in this study had their average total career as a nurse is 13.7 years. The 68.3% of them were employed in an indefinite term, 17.0% were hired in a fixed term, and 11.0% came from outsourcing. They responded as high job-stress level including inadequate compensation (71.22/100) and job demands (71.91/100). They experienced down-talk (63.4%), swearwords (32.9%), being made a dirty face (39.9%), sexual jokes (30.8%), or being likened or evaluated with their appearance sexually (14.3%). Among the causes of job related conflicts and discrimination, deprived salary level was the most frequent reason (83.4%). The conflicts and discrimination were incurred by government officers (52.4%). There were no significant differences in overall job stress, emotional labor, organizational commitment, violence, and discrimination experience based on their employment types. Conclusion: The differences in working conditions among the non-regular nurses were trivial, and their overall working conditions were poor. It is necessary to improve non-regular nurses' working conditions in order to make up the limitations of the Korean healthcare system which is centered on hospitals.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.16 no.4
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• pp.2548-2555
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• 2015

The purpose of this study was to examine the impact of a re-employment education to job-seeking anxiety, job-seeking stress and Career belief in an effort to prove the effectiveness of re-employment education. The subjects in this study were 67 believer who were users of G church in the city of K. A re-employment education was conducted in fourteen sessions, once a week. The major findings of the study were as follows: First, the experimental group who participated in the re-employment education felt less job-seeking anxiety. Second, the experimental group who participated in the re-employment education felt less job-seeking stress. Third, the experimental group who participated in the re-employment education showed improvement in Career belief.

• The Journal of the Korea Contents Association
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• v.14 no.11
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• pp.849-857
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• 2014

Occupational Stress is defined the stress which occurs in the workplace or organization. In Korean workers, the rate of occupational stress was 87.8% which was the highest level among OECD countries(average 80.0%). The purpose of this study was to examine the empirical verification of the Korean Occupational Stress Scale(KOSS) in physical therapists. For this purpose, the subject of this study was set up physical therapists who were working at Gyeonggi province and collected from 388 persons by using purposive sampling. The collected data was conducted explanatory factor analysis and confirmatory factor analysis in order to ascertain factor structure and practical verification of KOSS. Major results were as following: first, the reliability of KOSS was 0.83, and it means that a measure of internal consistency is high. Second, the KOSS result of physical therapists was composed 7 subscales(job demand, insufficient job control, job insecurity, interpersonal conflict, occupational system and lack of reward, organizational climate) and that is more appropriate measurement scale than the original one by using explanatory/confirmatory factor analysis. This study could be contributed as a tool for evaluation and outcome of the basic information of related occupational stress in physical therapists.

• Korean Journal of Community Nutrition
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• v.15 no.4
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• pp.498-506
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• 2010

The purpose of this study is to determine the stress and the dietary habits of elementary school children and assess the associations with mother's employment status. The subjects were 423 students of 5th and 6th grade students (210 boys and 213 girls) in Seoul and Gyeonggi-Do. Two hundred fifty-two mothers had some kinds of job and 171 mothers were housewives. The students had stress the most from their studies/schoolwork (M = 2.37), while the least from "teacher/school" (M=1.51). The average stress score of the subjects was 1.76. The average score of dietary habits was 3.43. More specifically, the statement "not skipping breakfast" had the highest score (M = 4.04) and the statement "not substituting cereals, breads or drink milk for any meal" had the lowest score. Students with employed mothers had higher stress level than students with unemployed mothers. Students with employed mothers who have blue color job showed the lower dietary habits score than those with employed mothers who had other types of job. Students of employed mothers who go to school at dawn showed the lowest dietary habits score. In both employed and unemployed mothers, the stress score of students negatively correlated with the score of dietary habits. It was important for the mother to be at home when the students go to school and return. Based on this study, mothers should be aware of the stress level of their children get depending on their employment status. They should also provide their children to have good dietary habits and nutritional education regularly.