scholarly journals Analysis of the severity of occupational injuries in the mining industry using a Bayesian network

2019 ◽  
Vol 41 ◽  
pp. e2019017 ◽  
Author(s):  
Mostafa Mirzaei Aliabadi ◽  
Hamed Aghaei ◽  
Omid kalatpuor ◽  
Ali Reza Soltanian ◽  
Asghar Nikravesh
Keyword(s):  
Bayesian Network ◽  
Occupational Injuries ◽  
Control Strategies ◽  
Expectation Maximization Algorithm ◽  
Mining Industry ◽  
Safety Training ◽  
Sensitivity Analyses ◽  
Occupational Accidents ◽  
Activity Type ◽  
Training Courses

OBJECTIVES: Occupational injuries are known to be the main adverse outcome of occupational accidents. The purpose of the current study was to identify control strategies to reduce the severity of occupational injuries in the mining industry using Bayesian network (BN) analysis.METHODS: The BN structure was created using a focus group technique. Data on 425 mining accidents was collected, and the required information was extracted. The expectation-maximization algorithm was used to estimate the conditional probability tables. Belief updating was used to determine which factors had the greatest effect on severity of accidents.RESULTS: Based on sensitivity analyses of the BN, training, type of accident, and activity type of workers were the most important factors influencing the severity of accidents. Of individual factors, workers’ experience had the strongest influence on the severity of accidents.CONCLUSIONS: Among the examined factors, safety training was the most important factor influencing the severity of accidents. Organizations may be able to reduce the severity of occupational injuries by holding safety training courses prepared based on the activity type of workers.

scholarly journals Exploring the Relationship between Safety Climate and Worker Safety Behavior on Building Construction Sites in Taiwan

2021 ◽  
Vol 13 (6) ◽  
pp. 3326
Author(s):  
Wei Tong Chen ◽  
Hew Cameron Merrett ◽  
Ying-Hua Huang ◽  
Theresia Avila Bria ◽  
Ying-Hsiu Lin
Keyword(s):  
Safety Climate ◽  
Organizational Factors ◽  
Safety Training ◽  
Building Construction ◽  
Construction Workers ◽  
Occupational Accidents ◽  
Successful Implementation ◽  
Construction Sites ◽  
Safety Behavior ◽  
The Relationship

Construction occupational accidents are often attributed to workers’ having an insufficient perception of how their actions influence safety in the construction site. This research explores the relationship between safety climate (SC) and personnel safety behavior (SB) of construction workers operating on building construction sites in Taiwan. The study discovered a significant positive relationship between SC and SB of Taiwan’s building construction sites, and in turn SC level had a positive impact on SB participation and overall safety perceptions. The higher the SC cognition of Taiwan’s building construction workers, the better the performance of SB was found to be. The dimension of "safety commitment and safety training" had the greatest relationship with SB. Safety training also had a deep impact on the cognition of SB. Therefore, the organizational culture and attitudes to safety coupled with the successful implementation of safety education and training can effectively enhance SC and worker SB on building construction sites in Taiwan, thereby potentially reducing the impacts of the underlying organizational factors behind safety related incidents.

Consultant psychiatrists' experience of workplace violence – a national survey

2010 ◽  
Vol 27 (2) ◽  
pp. 77-81 ◽  
Author(s):  
Annette Kavanagh ◽  
Liam Watters
Keyword(s):  
Workplace Violence ◽  
Physical Violence ◽  
Paranoid Schizophrenia ◽  
Safety Training ◽  
Multidisciplinary Teams ◽  
Safety Equipment ◽  
Equipment Safety ◽  
Inpatient Settings ◽  
Training Courses ◽  
The Republic

AbstractObjectives: In recent years there have been a number of high profile cases in Irish psychiatry where consultant psychiatrists have been subjected to serious physical assaults. The last survey of assaults on consultant psychiatrists in Ireland was carried out in 1998. Therefore we sought to update the data on this topic.Method: An anonymous questionnaire was sent out by post to all consultant psychiatrists (n = 330) identified as currently working in the Republic of Ireland.Results: The response rate was 48.2%. Sixty per cent of respondents were working in general adult psychiatry and respondents were evenly spread throughout the country. Ninety per cent of respondents had been the victim of verbal aggression/intimidation/threatening behaviour while 55% had been physically assaulted. The majority of incidents involved male patients aged between 21-40 years with a diagnosis of paranoid schizophrenia. Nearly 66% of incidents of physical violence occurred during a relapse of illness. The perpetrator had a history of violence in approximately half of all reported incidents. Physical assaults tended to occur more commonly in inpatient settings (63.7%).Incident reporting occurred more often in physical assaults with 66% reported informally to colleagues and 20% reported to An Garda Siochana (police force of Ireland). Eighty-nine (56%) consultants described feeling ‘safe’ at work. Less than 50% reported the provision of standard safety equipment in the workplace and nearly half ofrespondents had not attended any safety training courses since their appointment. Longer experience working as a consultant psychiatrist did not appear to have an impact on reducing the rate of assaults. In addition, those who attended safety training courses did not report a reduced rate of physical assaults.Conclusions: These findings highlight the need for both organisational and personal changes in practice in order to reduce the assault rate. Organisational changes include the provision of appropriate safety equipment, safety training for consultants, enhancing multidisciplinary teams and utilising risk assessment. Consultants' personal practices to improve their safety may offer useful information for inclusion in safety training courses. This is an area which merits further research.

Quantitative Risk Assessment of Listeriosis-Associated Deaths Due to Listeria monocytogenes Contamination of Deli Meats Originating from Manufacture and Retail

2010 ◽  
Vol 73 (4) ◽  
pp. 620-630 ◽  
Author(s):  
ABANI K. PRADHAN ◽  
RENATA IVANEK ◽  
YRJÖ T. GRÖHN ◽  
ROBERT BUKOWSKI ◽  
IFIGENIA GEORNARAS ◽  
...  
Keyword(s):  
Risk Assessment ◽  
Listeria Monocytogenes ◽  
Relative Risk ◽  
Storage Temperature ◽  
Control Strategies ◽  
Quantitative Risk Assessment ◽  
Sensitivity Analyses ◽  
Effective Control ◽  
Lag Phase ◽  
Reported Data

The objective of this study was to estimate the relative risk of listeriosis-associated deaths attributable to Listeria monocytogenes contamination in ham and turkey formulated without and with growth inhibitors (GIs). Two contamination scenarios were investigated: (i) prepackaged deli meats with contamination originating solely from manufacture at a frequency of 0.4% (based on reported data) and (ii) retail-sliced deli meats with contamination originating solely from retail at a frequency of 2.3% (based on reported data). Using a manufacture-to-consumption risk assessment with product-specific growth kinetic parameters (i.e., lag phase and exponential growth rate), reformulation with GIs was estimated to reduce human listeriosis deaths linked to ham and turkey by 2.8- and 9-fold, respectively, when contamination originated at manufacture and by 1.9- and 2.8-fold, respectively, for products contaminated at retail. Contamination originating at retail was estimated to account for 76 and 63% of listeriosis deaths caused by ham and turkey, respectively, when all products were formulated without GIs and for 83 and 84% of listeriosis deaths caused by ham and turkey, respectively, when all products were formulated with GIs. Sensitivity analyses indicated that storage temperature was the most important factor affecting the estimation of per annum relative risk. Scenario analyses suggested that reducing storage temperature in home refrigerators to consistently below 7°C would greatly reduce the risk of human listeriosis deaths, whereas reducing storage time appeared to be less effective. Overall, our data indicate a critical need for further development and implementation of effective control strategies to reduce L. monocytogenes contamination at the retail level.

scholarly journals Comparative efficacy and safety of oral or transdermal opioids in the treatment of knee or hip osteoarthritis: a systematic review and Bayesian network meta-analysis protocol

BMJ Open ◽  
2018 ◽  
Vol 8 (10) ◽  
pp. e022142
Author(s):  
Jun Wang ◽  
Yin Wang ◽  
Hui Zhang ◽  
Ming Lu ◽  
Weilu Gao ◽  
...  
Keyword(s):  
Bayesian Network ◽  
Meta Analysis ◽  
Hip Osteoarthritis ◽  
Sensitivity Analyses ◽  
Cochrane Library ◽  
Efficacy And Safety ◽  
Meta Analyses ◽  
Transdermal Opioids ◽  
And Function

IntroductionOsteoarthritis is a common degenerative joint disease that eventually leads to disability and poor quality of life. The main symptoms are joint pain and mobility disorders. If the patient has severe pain or other analgesics are contraindicated, opioids may be a viable treatment option. To evaluate and compare the efficacy and safety of opioids in the treatment of knee or hip osteoarthritis, we will integrate direct and indirect evidence using a Bayesian network meta-analysis to establish hierarchies of these drugs.Methods and analysisWe will search the Medical Literature Analysis and Retrieval System Online, Excerpta Medica database, Cumulative Index to Nursing and Allied Health Literature, Cochrane Library, Web of Science and PsycINFO databases as well as published and unpublished research in international registries and regulatory agency websites for osteoarthritis reports published prior to 5 January 2018. There will be no restrictions on the language. Randomised clinical trials that compare oral or transdermal opioids with other various opioids, placebo or no treatment for patients with knee or hip osteoarthritis will be included. The primary outcomes of efficacy will be pain and function. We will use pain and function scales to evaluate the main outcomes. The secondary outcomes of safety will be defined as the proportion of patients who have stopped treatment due to side effects. Pairwise meta-analyses and Bayesian network meta-analyses will be performed for all related outcome measures. We will conduct subgroup analyses and sensitivity analyses to assess the robustness of our findings. The Grading of Recommendations, Assessment, Development and Evaluations framework will be used to assess the quality of the evidence contributing to each network assessment.Ethics and disseminationThis study does not require formal ethical approval because individual patient data will not be included. The findings will be disseminated through peer-reviewed publications or conference presentations.PROSPERO registration numberCRD42018085503.

scholarly journals Fuzzy-Bayesian-network-based Safety Risk Analysis in Railway Passenger Transport

2018 ◽  
Vol 46 (3) ◽  
pp. 135-141 ◽  
Author(s):  
Dongye Sun ◽  
Yuanhua Jia ◽  
Yang Yang ◽  
Huanan Li ◽  
Liping Zhao
Keyword(s):  
Bayesian Network ◽  
Safety Management ◽  
Group Decision ◽  
Control Strategies ◽  
Passenger Transport ◽  
Safety Risk ◽  
Passenger Safety ◽  
Railway Passenger Transport ◽  
Transport Safety ◽  
Railway Passenger

This study presents a fuzzy Bayesian network (FBN) method to analyze the influence on the safety risk of railway passenger transport applying different risk control strategies. Based on the fuzzy probability of the basic event determined by the expert group decision method, the proposed FBN method can reasonably predict the probability of railway passenger safety risk. It is also proven that control the risk in the safety management of railway passenger transport will be the most effective way to reduce the risk probability of the railway passenger transport safety.

scholarly journals Industrial traumatism and occupational morbidity in mining industry of Kazakhstan

2021 ◽  
Author(s):  
Nurbek Yerdessov ◽  
Asset Izdenov ◽  
Timur Beisenov ◽  
Roza Suleimenova ◽  
Bakhtiyar Serik ◽  
...  
Keyword(s):  
Occupational Diseases ◽  
Occupational Injuries ◽  
Mining Industry ◽  
The State ◽  
The Republic ◽  
Industrial Injuries ◽  
Degrees Of Severity ◽  
Gender Aspect ◽  
Social Damage

This article presents data in the dynamics on industrial injuries and occupational morbidity in the mining industry of the Republic of Kazakhstan. The aim of this study is to analyze occupational injuries and occupational diseases between 2008 and 2018. An analysis of the number of victims of accidents, including those who died from accidents at work during the period, shows indicators of occupational injuries in the gender aspect, the outcome of accidents by degrees of severity and the material consequences of accidents. During the analyzed period, the overall level of occupational injuries and occupational morbidity in the country remains high. The material consequences of accidents, in addition to social damage, bring great material losses to the state.  

Assessing the mechanical stability of horizontal boreholes in coal

2007 ◽  
Vol 44 (7) ◽  
pp. 797-813 ◽  
Author(s):  
C D Hawkes
Keyword(s):  
Mechanical Stability ◽  
Petroleum Industry ◽  
Mining Industry ◽  
Sensitivity Analyses ◽  
Directional Drilling ◽  
Vertical Wells ◽  
Borehole Stability ◽  
Linear Elastic ◽  
Geophysical Logs ◽  
Coal Reserves

Horizontal wells are used in some geological settings in the petroleum industry to produce methane from coal seams. Horizontal directional drilling is used in the mining industry to enhance the effectiveness of coal degasification procedures and to aid in the delineation of coal reserves. Coals tend to be mechanically weak, hence they are prone to borehole instability related problems during drilling, completion, and production operations. This paper includes a review of the mechanical properties of selected coals and provides two empirical cross-plots that can be used for estimating coal strength from index tests and geophysical logs. Linear elastic borehole stability models are demonstrated to be appealing because they are easily implemented, require a minimum of input data, and are well suited to rapid parameter sensitivity analyses. Using experience obtained drilling vertical wells in a given setting, a methodology is described for calibrating linear elastic models to provide realistic borehole stability predictions. Furthermore, as demonstrated using a western Canadian example (a shallow well in the Ardley coal zone), relatively simple elastoplastic models can be used effectively for borehole stability analyses. The important effects of filter cake, coal depth, and rock strength anisotropy are demonstrated with two different elastoplastic models.Key words: borehole stability, coal, methane, directional drilling, strength, stress.

scholarly journals Development of fatigue, accident experiences and safety culture relationships to the risk of fishing perception on the accidents of fishing vessel small and medium

2018 ◽  
Vol 204 ◽  
pp. 03010
Author(s):  
Septi Nurindah Sari ◽  
Ratna Sari Dewi ◽  
Adithya Sudiano
Keyword(s):  
Sleep Quality ◽  
Safety Culture ◽  
Risk Perceptions ◽  
Working Hours ◽  
Safety Training ◽  
Hazard Identification ◽  
Occupational Accidents ◽  
Safety Awareness ◽  
High Workload ◽  
Lack Of Sleep

Working at sea is associated with many challenges and risk in the job, such as a high workload, inappropriate working hours, minimum time for hanging out with family and increasing the risk of accidents. When an accident occurs, the perception of the risk of occupational accidents seafarers increased so that all workers start to think about their safety. Fatigue is one of the factors that can affect the seafarer safety. Fatigue among the seafarers is affected by lack of sleep duration and low sleep quality. Besides fatigue, accidental experiences can also influence risk perceptions. When the workers themselves or their friends see or experience an accident, it is likely to increase the risk of accidents perception among the workers. In addition to fatigue and accident experience, safety culture can also affect the perception of risk. Safety training, hazard identification and risk assessment, safety awareness and incident reporting are several factors that can be used to assess the safety culture. Therefore, the aim of this study is to examine the influence of fatigue, sleep quality, accident experiences and safety culture on the risk perception of fishermans who works at the Indonesian maritime territoires.

Sign in / Sign up

Export Citation Format

Share Document