• Title/Summary/Keyword: Construction workers

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Development of an Intelligent Control System to Integrate Computer Vision Technology and Big Data of Safety Accidents in Korea

  • KANG, Sung Won;PARK, Sung Yong;SHIN, Jae Kwon;YOO, Wi Sung;SHIN, Yoonseok
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.721-727
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    • 2022
  • Construction safety remains an ongoing concern, and project managers have been increasingly forced to cope with myriad uncertainties related to human operations on construction sites and the lack of a skilled workforce in hazardous circumstances. Various construction fatality monitoring systems have been widely proposed as alternatives to overcome these difficulties and to improve safety management performance. In this study, we propose an intelligent, automatic control system that can proactively protect workers using both the analysis of big data of past safety accidents, as well as the real-time detection of worker non-compliance in using personal protective equipment (PPE) on a construction site. These data are obtained using computer vision technology and data analytics, which are integrated and reinforced by lessons learned from the analysis of big data of safety accidents that occurred in the last 10 years. The system offers data-informed recommendations for high-risk workers, and proactively eliminates the possibility of safety accidents. As an illustrative case, we selected a pilot project and applied the proposed system to workers in uncontrolled environments. Decreases in workers PPE non-compliance rates, improvements in variable compliance rates, reductions in severe fatalities through guidelines that are customized according to the worker, and accelerations in safety performance achievements are expected.

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Building a Big Data Platform Using Real-time Wearable Devices and Cases of Safety Accidents in KOREA

  • LEE, Ki Seok;CHOI, Youngjin;LEE, Kyung-cheun;SHIN, Yoonseok;YOO, Wi Sung
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.375-381
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    • 2022
  • Safety accidents are of concern during construction projects, even given the recent innovations in digital technologies. These projects remain focused on overcoming specific and limited applications on construction sites. For this reason, the development of an inclusive safety management system has become crucial. This study aims to build a Big Data platform to inform decisions on how to proactively eliminate worker hazards on construction sites. The platform consists of about 100,000 real records and a real-time monitored database featuring various safety indices, such as workers' altitudes, heart rates, and fatigability during construction, which are determined through various wearable devices. The data types are customized and integrated by a research team in accordance with the characteristics of a specific project using hypertext transfer protocol (HTTP). The results can be helpful as efficient tools to ensure successful safety management in complex construction situations. This study is expected to provide three significant contributions to the field, including real-time fatigability analysis and tracking of workers on-site; providing early GPS-based warnings to workers who might be accessing dangerous spaces or places; and monitoring the workers' health indices, based on details from 100,000 cases.

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A MODEL OF CONSTRUCTION WORKER'S PERCEPTIONS ON ELECTRONIC MONITORING

  • Bill L.P. Lee;Stephen Mak
    • International conference on construction engineering and project management
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    • 2009.05a
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    • pp.190-195
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    • 2009
  • With the growth of information and communication technologies adoption in construction projects, it could be anticipated that more property owners and construction firms will attempt to use electronic gears and gadgets for site monitoring or surveillance purposes. As the construction workers may be the major group of project team members being monitored, from managerial perspectives and for ethical reasons, it is essential to investigate their degree of acceptance on site monitoring systems. Indeed studies on office workplace monitoring suggest that a monitoring system could shape or control the behaviors of employees. With adequate refinements, their research models could be applicable in the construction industry. This paper presents a model for analyzing the antecedences that affect workers' acceptance level on electronic monitoring, and investigating if there is any behavioral change.

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Investigation of Safety and Health Education Improvement in Construction Sites using Delphi Technique and Workers' Survey (근로자 예비 설문과 델파이기법을 활용한 건설현장 안전보건교육 개선 방향 분석)

  • Bong, Jin Kyun;Won, Jeong Hun
    • Journal of the Korean Society of Safety
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    • v.33 no.1
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    • pp.88-94
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    • 2018
  • The improvement of safety and health education method in construction site was investigated through the survey for workers and delphi technique. The results of preliminary survey done for workers were analyzed using the multi variance analyses, and the questionnaires for delphi survey were composed based on the results of preliminary survey. Finally, the participatory safety and health education method was suggested. The result showed that most of workers were very interested in accident prevention and health. On the contrary, they did not actively participate in safety activities in sites including safety and health education. In order to improve workers' levels of safety consciousness and prevent the construction accident, the participatory safety and health education method that construction workers directly examine and give presentations about accident causes and measures was suggested and verified by tests. One-way instructor-led safety and health education used widely and participatory safety and health education with workers were carried out by dividing participants into two groups. After education, the examination is done for two groups. The test results found that the average score of safety consciousness of the worker group that received participatory safety education was higher than that of the work group that received instructor-led safety education. And the Delphi technique utilizing experts was analyzed that participatory safety education has a great effect on improvement of workers' level of safety consciousness.

Formulation for Producing Risk Level of Each Construction Work (전문 건설업종별 위험도 산정 방법에 관한 연구)

  • Son, Ki-Sang;Gal, Won-Mo;Song, In-Yong;Choi, Jea-Nam
    • Journal of the Korea Safety Management & Science
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    • v.12 no.3
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    • pp.13-19
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    • 2010
  • Risk level for each construction work can be very important factors to establish advanced prevention measures. But it is important how to produce it. There are three different methods to set it up for construction situation. They are as follows; 1) occurrence frequency = the number of accident workers of each work kind / yearly accident workers 2) occurrence frequency = the number of accident workers of each work kind / yearly workers 3) occurrence frequency = the number of accident workers of each work kind / the total workers All these three concepts(=averaged concept)are analyzed. Additionally frequency based on discrete curve, and severity based on continuous curve are also combined for producing risk level with more scientific approach. This risk level can be very useful to make prevention plan or take measures at construction sites. This is study result can change existing risk level concept to new concept of it, namely rail way work and in-water work showed be high risk level and RC work be low risk level, different from the situation which we have thought commonly, so far.

Customized Safety Information Delivery System for Unskilled Construction Worker Training

  • Jo, Junhyeon;Baik, Sangeun;Pedro, Akeem;Lee, Doyeop;Park, Chansik
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.525-532
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    • 2022
  • Accidents at construction sites in Korea account for more than half of all industrial accidents. To solve this problem, a policy to strengthen safety education was implemented to ensure the safety of workers. However, it was analyzed that there is a high possibility of accidents because workers did not receive proper safety information for each risk factor due to general lecture-style education. In addition, statistics show that the accident status of workers with fewer years of period is high, indicating that a customized information delivery method needs to be proposed for unskilled workers with fewer years of period. Research on the importance of education has been conducted, but no information delivery method has been identified. For unskilled workers to effectively receive safety information, appropriate delivery formats (text, photos, illustrations, 4D-BIM, 360-based panorama, video, animation) were analyzed, and a new method of education was proposed. If customized safety information is provided according to this proposal, effective information delivery to unskilled workers will be possible, and it is expected to be verified in various ways.

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Estimation of Fund Raising for Requirement to Maintain Social Insurances of Non-regular Construction Workers and Political Measures (건설일용직 노동자의 사회보험 의무가입을 위한 기금확충 규모 추계와 정책적 과제)

  • Lim, Woontaek;Lee, Seo-Hyeong
    • Korean Journal of Labor Studies
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    • v.24 no.1
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    • pp.197-227
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    • 2018
  • This article aims to analyze some conditions for the reinforcing social security rights of atypical construction workers, and their socio-economical effects, and furthermore, to explore political measures for compliance with obligation of the four basic social insurances. Although the construction industry is one of the pivotal industry sectors, which contributes to the economic development, it is a typical industry sector, half of whose manpower is atypical and irregular. This kind of reality results especially from its own sectoral features and employment structure. We will argue that our society needs political measures for compliance with obligation of the basic social insurances for the construction workers, and it would help the reinforcing social safety net of the precarious construction workers, and furthermore enhancing competition in the construction industry. For this purpose, we will suggest concrete conditions for compliance with obligation of the basic social insurances and prove its positive socio-economic effects. In the end, we will propose some detailed measures like direct construction, introduction of the prevailing wage, etc. for this politic approach.

A Study on Job Environment and Satisfaction of Interior Construction Workers (실내건축 종사자의 직무환경 및 직무만족도에 관한 연구)

  • You, Yong-Heum;Oh, Do-Yueb
    • Korean Institute of Interior Design Journal
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    • v.23 no.1
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    • pp.105-113
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    • 2014
  • It is the purpose of the this study to use preliminary data to improve job environment, after looking job satisfaction and environment of interior construction workers. The following were the method of study. First, Through the literature, concept and the main theory on job satisfaction are examined. And It draws elements affecting job environment and satisfaction of interior construction workers. Based on this, we analyze job environment and satisfaction, and find what the satisfaction level is low, after a survey of interior construction workers. According to the survey, the result of the job environment is poor that people are working a lot more than a standard 10-hour day, not paid for it and absence of the education system for future. The larger workplace was in poor job conditions. the result of the job satisfaction is higher in case of smaller workplace or workers with less than 1 year or more than 8 year. As job satisfaction for interior construction score 3.30, it showed relatively higher satisfaction than job environment and satisfaction elements.

Predicting Ability of Dynamic Balance in Construction Workers Based on Demographic Information and Anthropometric Dimensions

  • Abdolahi, Fateme H.;Variani, Ali S.;Varmazyar, Sakineh
    • Safety and Health at Work
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    • v.12 no.4
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    • pp.511-516
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    • 2021
  • Background: Difficulties in walking and balance are risk factors for falling. This study aimed to predict dynamic balance based on demographic information and anthropometric dimensions in construction workers. Methods: This descriptive-analytical study was conducted on 114 construction workers in 2020. First, the construction workers were asked to complete the demographic questionnaire determined in order to be included in the study. Then anthropometric dimensions were measured. The dynamic balance of participants was also assessed using the Y Balance test kit. Dynamic balance prediction was performed based on demographic information and anthropometric dimensions using multiple linear regression with SPSS software version 25. Results: The highest average normalized reach distances of YBT were in the anterior direction and were 92.23 ± 12.43% and 92.28 ± 9.26% for right and left foot, respectively. Both maximal and average normalized composite reach in the YBT in each leg were negatively correlated with leg length and navicular drop and positively correlated with the ratio of sitting height to leg length. In addition, multiple linear regressions showed that age, navicular drop, leg length, and foot surface could predict 23% of the variance in YBT average normalized composite reach of the right leg, and age, navicular drop, and leg length could predict 21% of that in the left leg among construction workers. Conclusion: Approximately one-fifth of the variability in the normalized composite reach of dynamic balance reach among construction workers using method YBT can be predicted by variables age, navicular drop, leg length, and foot surface.

The Comparative Study on the Occupational Injury Rate and Mortality Rate of the Total Workers and Foreign Workers (우리나라 전체근로자와 외국인근로자의 산업재해율과 사망만인율 비교 연구)

  • Yi, Kwan-Hyung;Cho, Hm-Hak;You, Ki-Ho
    • Journal of the Korean Society of Safety
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    • v.27 no.1
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    • pp.96-104
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    • 2012
  • The objective of this study is to compare on the occupational injury rate and mortality rate of all workers and foreign workers. By doing so, this study seeks to find out the improvements necessary to secure the basic safety net for foreign workers, as well as to find out the legal and institutional measures in place to make timely political intervention and protect the health of foreign workers. The status of foreign workers in Korea, their employment trends by industries, and occupational accident types and scales of Korean and foreign workers were analyzed from 2005 to 2009. Each year, foreign workers' occupational injury rate was much lower than Korea's overall occupational injury rate. But when analyzed by industry, occupational injury rate (death rate per 10,000 workers) of manufacturing industry was about 2 to 5 times higher than the overall occupational injury rate in Korea. Also, construction industry showed 3 to 16 times higher rate than the rate of overall industries. Although the death rate per 10,000 workers showed a declining yearly trend, foreign workers' occupational injury rate has the tendency to increase gradually. In particular, occupational injury rates and death rates per 10,000 workers were considerably high in the manufacturing and construction industries.