• Title/Summary/Keyword: Worker's behavior

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Edge Computing based Industrial Field Worker's Behavior Analysis System using Deep Learning (딥러닝을 활용한 엣지 컴퓨팅 기반 산업현장 작업자 행동 분석 시스템)

  • Lee, Se-Hoon;Bak, Jeong-Jun;Lee, Tae-Hyeong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.01a
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    • pp.63-64
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    • 2020
  • 본 논문에서는 딥러닝을 이용한 작업자 위험 행동 모니터링 선행 연구에 기반해, 엣지 컴퓨팅 기반 딥러닝을 사용하여 클라우드에 대한 의존성 문제를 해결하였다. 작업자는 IoT 안전벨트와 영상 전송 안전모를 통해 정보를 수집, 처리한다. 또한 LSTM 방식에서 개량된 필터를 통한 FFNN 딥러닝 방법을 사용하여 작업자 위험 행동 패턴 분석을 하며 선행 연구의 작업자 행동 모니터링 시스템을 엣지 컴퓨팅 기반 위에서 구현하였다.

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Worker's Health Management and Health Promotion of General Hospitals in Korea (우리나라 종합병원 사업장의 근로자 건강관리 현황 분석)

  • Kim, Gwang Suk;Lee, Chung Yul;Kang, Hee Cheol;Won, Jong Uk;Kim, Bong Jeong;Cho, Yoon Hee
    • Korean Journal of Occupational Health Nursing
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    • v.17 no.2
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    • pp.166-179
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    • 2008
  • Purpose: This study was conducted to understand the situation of general hospital worker's health management and health promotion. Methods: To investigate the current situation of health management in the hospital, structured questionnaires were sent to 122 occupational health providers by post. About 79% hospitals returned questionnaires. The data were analyzed using descriptive analysis, ${\chi}^2$-test by SPSS 12.0 program. Results: A quarter hospitals responded set up separated health care office for workers, 87.5% provided health educations, and 56.5% operated health promotion projects. In the contents of health promotion program embraced both health behavior practice and disease prevention, musculoskeletal disease control, infection control, smoking cessation, and exercise program were most commonly provided to the workers in order. Occupational health care provider chose the item such as budget limitation, manager's apathy, lack of employee's participation, cooperation provider, and so on as the reason of difficulty to run health promotion program in the hospital setting. Conclusion: Hospital managers need to construct infra to manage and promote worker's health. For example, establishing Industrial safety and health committee in hospital and arranging nurses who being fully responsible to worker's health. And occupational health care provider should advertise health promotion projects both managers and workers actively.

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The Correlational Study on Health-promoting Behavior, Occupational Life-satisfaction and Self-esteem of the Blue Color Workers (생산직 근로자의 건강증진 행위, 생활만족도 및 자아존중감과의 관계연구)

  • Choi, Yeon-Hee
    • The Korean Journal of Rehabilitation Nursing
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    • v.6 no.2
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    • pp.192-200
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    • 2003
  • Purpose: This study was done to describe the correlation among the blue color worker's health-promoting behavior, occupational life-satisfaction and self-esteem. Method: The subjects consisted of 190 industrial workers employed in one electronics manufacturing plant in Gumi and were obtained by a convenience sample. Data were collected from October 6th to 17th, 2002 by structured questionnaires. The instruments for this study were Health Promoting Lifestyle Profile(47 items), Occupational Life-satisfaction Scale(20 items) and Self-esteem Scale(10 items). Frequency, percentage, t-test, ANOVA, Duncan test and Pearson's correlation coefficient with SAS program were used to analyze the data. Result: 1) The average item score for the health-promoting behavior was 3.01; the highest score on the subscale was self-actualization(M=3.39) with the lowest being exercise(M=2.37). 2) The average item score for the occupational life-satisfaction was 2.96. 3) The average item score for the self-esteem was 2.83. 4) Health-promoting behavior was significantly different according to educational level and age. 5) Occupational life satisfaction was significantly different according to age and religion. 6) Self-esteem was significantly different according to age. 7) Health-promoting behavior was positively related to occupational life-satisfaction and self-esteem. The occupational life-satisfaction was positively related to self-esteem. Conclusion : It follows from this study that there is a very correlation among the blue color worker's health-promoting behavior, occupational life-satisfaction and self-esteem. Therefore health promoting programs that increase occupational life- satisfaction and self-esteem should be developed to promote a healthy lifestyle of the blue color workers.

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The Effect of Smart Safety and Health Activities on Workers' Intended Behavior (스마트 안전보건활동이 근로자의 의도된 행동에 미치는 영향)

  • Choonhwan Cho
    • Journal of the Society of Disaster Information
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    • v.19 no.3
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    • pp.519-531
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    • 2023
  • With the aim of preventing safety accidents at construction sites, the company aims to create safe behaviors intended through variables called smart safety and health activities to help reduce industrial accidents. Purpose: It analyzes how smart safety and health activities affect accidents caused by unsafe behavior and changes in worker behavior, which is the root cause, and verifies the hypothesis that it helps prevent safety accidents and protect workers' lives. Method: Smart safety and health activities were selected as independent variables (X), and intended safety and anxiety, which are workers' behavioral intentions, were set as dependent variables (Y), attitude and subjective norms, and planned behavioral control as parameters (M). Exploratory factor analysis, discriminant validity analysis, and intensive validity analysis of safety and health activities were used to analyze the scale's reliability and validity. To verify the hypothesis of behavior change, the study was verified through Bayesian model analysis and MC simulation's probability density distribution. Result: It was found that workers who experienced smart safety and health activities at construction sites had the highest analysis of reducing unstable behavior and performing intended safety behavior. The research hypothesis that this will affect changes in worker behavior has been proven, the correlation between variables has been verified in the structural equation and path analysis of the research analysis, and it has been confirmed that smart safety and health activities can control and reduce worker instability. Conclusion: Smart safety and health activities are a very important item to prevent accidents and change workers' behavior at construction sites.

Effect of Fire Safety Education Based on the Theory of Planned Behavior on the Fire Safety Behavior of Care Worker Trainees (계획된 행동 이론을 적용한 화재안전교육이 요양보호사 교육생들의 화재안전행동에 미치는 효과)

  • Byeon, Do-Hwa
    • Fire Science and Engineering
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    • v.33 no.1
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    • pp.147-155
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    • 2019
  • This study was a quasi-experimental research of a non-equivalent control group and non-synchronized design for analyzing the effects of fire safety education on care worker trainees. The subjects of the study were care worker trainees of the S Care Worker Institution: 57 trainees with 28 in the experimental group, and 29 in the control group. The research period was from May 21 to June 14, 2018 and the experiments focusing on fire safety education were performed once per week for a total of four times over the research period. The data were then analyzed using a ${\chi}^2-test$ and t-test. The results showed that fire safety education is an effective source of education for increasing the knowledge on fire safety, attitudes towards fire safety, perceived behavioral control on fire safety, behavioral intention on fire safety, and fire safety behavior in addition to being incredibly useful in practicing fire safety behaviors throughout their daily lives. On the other hand, the subjective norms on fire safety did not show any significant differences. Therefore, this paper suggests a follow-up study that should focus on analyzing the effects of the subjective norms on fire safety.

Factors Influencing Exercise Behavior of the Male Manual Worker and Office Worker based on Health Promotion Model (남성 생산직과 사무직 근로자의 운동행위에 영향을 미치는 요인: Pender의 건강증진 모형을 활용)

  • Yang, SeungKyoung;Ha, Yeongmi;Jung, Mi-Ra
    • Korean Journal of Occupational Health Nursing
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    • v.24 no.3
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    • pp.235-244
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    • 2015
  • Purpose: The purpose of this study was to identify factors influencing exercise behaviors of the male manual workers and office workers based on health promotion model by examining the relationships among them, and then to provide basic information for developing exercise program. Methods: The 97 laborers and 99 officiers were collected from two worksites. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients and multiple regression. Results: Male laborers' exercise behavior was significantly influenced by exercise self-efficacy, exercise social support and exercise experience over 3 months, and these factors explained 50.2% of the total variance. Male officiers' exercise behavior was significantly influenced by exercise self-efficacy, subjective health status, perceived exercise barriers and exercise social support, and they explained 47.3% of the total variance. Conclusions: Based on the findings that exercise self-efficacy and exercise social support commonly influence exercise behavior of male laborers and officiers, there is a need to develop an exercise program to improve exercise self-efficacy and exercise social support.

Behavior Monitoring System of Worker at Height based on Cloud Web Services (클라우드 웹 서비스 기반의 고소작업자 행동 모니터링 시스템)

  • Lee, Se-Hoon;Kim, Hee-Seok;Kim, Hyun-Woo;Park, Geun-Yeong;Tak, Jin-Hyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.07a
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    • pp.259-260
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    • 2017
  • 본 논문에서는 건설 현장이나 발전소 등의 고소 작업이 많은 곳에서 작업하는 근로자의 안전을 확보하기 위해, 클라우드 웹 서비스에 기반에 고소작업자의 행동 데이터를 수집 저장하여 그 데이터를 통해 관리자가 작업자의 행동을 모니터링 하고 위험경고 메시지를 받을 수 있는 시스템을 제안하였다. 작업자가 하는 행동을 관리자가 실시간으로 확인하는 것을 통해 고소 작업산업 현장에서 작업자의 경각심으로 예방이 가능하다.

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Centering Effect of the Transactional Leadership between the Social Worker Empowerment and Social Work Self-Efficacy in Social Work Practice (사회복지실천에서 리더의 변혁적 리더십이 사회복지사의 역량강화와 자기효능감에 미치는 조절효과에 관한 연구)

  • Park, Bong-Gil;Jeong, Sun-Young
    • Korean Journal of Social Welfare
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    • v.58 no.4
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    • pp.341-369
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    • 2006
  • This study attempts to explain how the social-worker empowerment in the field of social work relates to social-work self-efficacy and whether or not the transactional leadership of the leader moderates the relationship between these two variables. Data from 390 social workers working with public and private sector agencies in Seoul were collected. For the questionnaire and analysis, this research uses the Social Worker Empowerment, Social Work Self-Efficacy, and Transactional Leadership scales. This research utilizes a wide range of statistical analyses, such as descriptive analysis, Pearson's correlation, reliability analysis, factor analysis, multiple regression, and general linear modeling. The calculations employed the use of SPSS/PC+ 12.0. This research indicates, among other things, that social workers with a high level of social worker empowerment and transactional leadership of the leader show a tendency toward higher social work self-efficacy and that the leader's transactional leadership level plays a moderating function in the relationship between social-worker empowerment and transactional leadership of the leader. In conclusion, a social worker with a low level of leader's transactional leadership shows a relatively greater tendency toward social work self-efficacy when compared to a social worker having a high level of leader's transactional leadership. Social workers and social-work organizations seeking professional practice can benefit from these findings on the relationship between professional behavior and social work self-efficacy with perceived transactional leadership about a team leader as a moderator.

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The recognition and the attitude about the hazard materials and occupational disease in the asbestos related industry (석면취급 근로자의 직업병에 대한 인식 및 태도)

  • Yi, Gwan-Hyeong;Rhee, Kyung-Yong
    • Journal of Preventive Medicine and Public Health
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    • v.25 no.3 s.39
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    • pp.269-286
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    • 1992
  • The purpose of this study is to investigate the present state of worker's recognition and attitude about hazard materials and occupational disease in his workplace. In general worker's view of hazard materials and occupational disease that sis recognition and attitude is related to worker's health behavior for preventing occupational disease and improving his health status. The study subject is composed of workers in the asbestos related industry for example brake lining manufacturing industry, asbestos fiber manufacturing industry, and asbestos slate manufacturing industry. The result of the study are follows : 1. The most of workers in the asbestos related industry have taken health education and safety education, and the more than half of workers recognized the usefulness of preventive device, and ventilatory device in workplace. 2. About 70% of workers have always taken the preventive device. 3. About 80% of workers have recognized occupational disease in the asbestos related industry, and about 64% of workers have recognized that hls workplace have harmful effect on his health. 4. Recognition about the usefulness of ventilatory device in work place has not related with any variables. But recognition about the usefulness of repiratory protector has related with recognition of hazard materials in his workplace, for example asbestos. 5. Attitude about severity and susceptability of occupational disease in the asbestos related industry have related with knowledge about hazard materials and occupational disease.

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An Empirical Study on the Safety Climate and Worker's Safe Work Behavior in Semiconductor Industry Related Work Site in Korea (한국 반도체관련 산업의 사업장 안전 분위기와 근로자들의 안전행동에 관한 실증적 연구)

  • Chung, Nak-Kyung;Kim, Hong
    • Journal of the Korean Society of Safety
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    • v.23 no.2
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    • pp.57-64
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    • 2008
  • The Semiconductor industry in Korea has achieved a great contribution to the growth of its economy for the last 20 years with its product export ranked to #1 nowadays. However, the working environment in semiconductor industry is always exposed to a potential risk of critical safety issue for workers with many kinds of utilities used such as toxic chemicals, gases, high vacuum and high voltages of electricity. This study is focused on empirical research to find out the factors on safety climate and to examine the relationships of safety climate and safe work behaviour in the work site of Korea semiconductor industry. As a result of simulation, a strong positive relationships and safe work behaviour have been identified in this study. Its result and implications has been discussed and suggested further studies on its limitation from this study.