Safety Science

Article	Citations
An overview of scientometric mapping for the safety science community: Methods, tools, and framework	128
Modeling the spread of COVID-19 on construction workers: An agent-based approach	103
Face masks and respirators in the fight against the COVID-19 pandemic: An overview of the standards and testing methods	91
Measuring the impact of COVID-19 confinement measures on human mobility using mobile positioning data. A European regional analysis	88
Highway 4.0: Digitalization of highways for vulnerable road safety development with intelligent IoT sensors and machine learning	87
Computer vision technologies for safety science and management in construction: A critical review and future research directions	86
Determinant of injury severities in large truck crashes: A weekly instability analysis	86
Hazardous chemical leakage accidents and emergency evacuation response from 2009 to 2018 in China: A review	77
Assessment of safety management system on energy investment risk using house of quality based on hybrid stochastic interval-valued intuitionistic fuzzy decision-making approach	76
Risk assessment by failure mode and effects analysis (FMEA) using an interval number based logistic regression model	76
A framework to model the STPA hierarchical control structure of an autonomous ship	75
An improved text mining approach to extract safety risk factors from construction accident reports	74
Safety challenges of UAV integration in construction: Conceptual analysis and future research roadmap	73
A systematic review of human-AI interaction in autonomous ship systems	71
A novel cyber-risk assessment method for ship systems	70
A novel decision support system for managing predictive maintenance strategies based on machine learning approaches	65
The role of transport accessibility within the spread of the Coronavirus pandemic in Italy	65
Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis	64
Arctic shipping risk management: A bibliometric analysis and a systematic review of risk influencing factors of navigational accidents	64
Injury severity on traffic crashes: A text mining with an interpretable machine-learning approach	63
Predicting multiple types of traffic accident severity with explanations: A multi-task deep learning framework	61
A novel fuzzy dynamic Bayesian network for dynamic risk assessment and uncertainty propagation quantification in uncertainty environment	60
Using virtual reality to study pedestrian exit choice behaviour during evacuations	59
Causal analysis of accidents on construction sites: A hybrid fuzzy Delphi and DEMATEL approach	58
Road safety research in the context of low- and middle-income countries: Macro-scale literature analyses, trends, knowledge gaps and challenges	57

Factors affecting unmanned aerial vehicles’ safety: A post-occurrence exploratory data analysis of drones’ accidents and incidents in Australia	57
The past and present of System-Theoretic Accident Model And Processes (STAMP) and its associated techniques: A scoping review	56
Economic development and construction safety research: A bibliometrics approach	56
Risk prediction and early warning for air traffic controllers’ unsafe acts using association rule mining and random forest	55
Safety Management System (SMS) framework development – Mitigating the critical safety factors affecting Health and Safety performance in construction projects	54
Insights into the mechanism of construction workers’ unsafe behaviors from an individual perspective	54
Construction safety knowledge sharing on Twitter: A social network analysis	53
Assessing occupational risk of heat stress at construction: A worker-centric wearable sensor-based approach	53
The effect of personal and organizational factors on the risk-taking behavior of Hong Kong construction workers	52
VR and MR technology for safety management education: An authentic learning approach	52
An automated deep learning based anomaly detection in pedestrian walkways for vulnerable road users safety	52
A systems-based application for autonomous vessels safety: Hazard identification as a function of increasing autonomy levels	52
Unveiling the mechanism of construction workers’ unsafe behaviors from an occupational stress perspective: A qualitative and quantitative examination of a stress–cognition–safety model	51
Causal factors and risk assessment of fall accidents in the U.S. construction industry: A comprehensive data analysis (2000–2020)	50
Beirut explosion 2020: A case study for a large-scale urban blast simulation	50
A coupled Computational Fluid Dynamics and Wells-Riley model to predict COVID-19 infection probability for passengers on long-distance trains	50
Adapting to the unexpected: Problematic work situations and resilience strategies in healthcare institutions during the COVID-19 pandemic’s first wave	50
WAx: An integrated conceptual framework for the analysis of cyber-socio-technical systems	49
The COVID-19 pandemic: Workplace safety management practices, job insecurity, and employees’ organizational citizenship behavior	49
A qualitative analysis of crane safety incident causation in the Australian construction industry	49
A multimodal study to measure the cognitive demands of hazard recognition in construction workplaces	48
Why do people make risky decisions during a fire evacuation? Study on the effect of smoke level, individual risk preference, and neighbor behavior	48
Assessment of virtual reality based safety training simulator for electric overhead crane operations	48
Alleviating corporate environmental pollution threats toward public health and safety: The role of smart city and artificial intelligence	47
Assessment of a passive exoskeleton system on spinal biomechanics and subjective responses during manual repetitive handling tasks among construction workers	47
A new model for the spread of COVID-19 and the improvement of safety	47
Virtual reality application for construction safety training	46
A study of group effects in pedestrian crowd evacuation: Experiments, modelling and simulation	45
A machine learning approach for monitoring ship safety in extreme weather events	45
A systematic review of scholarly works addressing crane safety requirements	45
A review of construction safety climate: Definitions, factors, relationship with safety behavior and research agenda	44
Systems theoretic accident model and process (STAMP): A literature review	44
A network-based approach to modeling safety accidents and causations within the context of subway construction project management	44
A phenomenological approach to assessing the effectiveness of COVID-19 related nonpharmaceutical interventions in Germany	43
A methodological framework to integrate motion capture system and virtual reality for assembly system 4.0 workplace design	43
Organizational resilience in the oil and gas industry: A scoping review	42
Government policies, national culture and social distancing during the first wave of the COVID-19 pandemic: International evidence	42
Attribution of blame of crash causation across varying levels of vehicle automation	41
Sequential deep learning from NTSB reports for aviation safety prognosis	40
The antecedents of safety leadership: The job demands-resources model	40
Using BIM in the safety risk management of modular construction	40
Modeling evacuation decisions in the 2019 Kincade fire in California	40
The relationship between psychosocial hazards and mental health in the construction industry: A meta-analysis	40
A positive human health perspective on how spiritual leadership weaves its influence on employee safety performance: The role of harmonious safety passion	40
Spatial distribution characteristics of PM2.5 concentration around residential buildings in urban traffic-intensive areas: From the perspectives of health and safety	39
Big data in safety management: An overview	39
Health-related factors of psychological distress during the COVID-19 pandemic among non-health workers in Spain	39
Industrial internet of things and unsupervised deep learning enabled real-time occupational safety monitoring in cold storage warehouse	38
What factors influence risk at rail level crossings? A systematic review and synthesis of findings using systems thinking	38
Airplane boarding methods that reduce risk from COVID-19	38

Spatial knowledge and firefighters’ wayfinding performance: A virtual reality search and rescue experiment	38
The simulation of wildland-urban interface fire evacuation: The WUI-NITY platform	38
Challenges influencing the safety of migrant workers in the construction industry: A qualitative study in Italy, Spain, and the UK	38
Quantitative risk analysis of offshore well blowout using bayesian network	38
Exploring the acceptance of PPE by construction workers: An extension of the technology acceptance model with safety management practices and safety consciousness	38
Emergency evacuation risk assessment and mitigation strategy for a toxic gas leak in an underground space: The case of a subway station in Guangzhou, China	38
Can mixed reality enhance safety communication on construction sites? An industry perspective	38
Public-private collaborations in emergency logistics: A framework based on logistical and game-theoretical concepts	37
The risks of using ChatGPT to obtain common safety-related information and advice	37
How adoption of coping behaviors determines construction workers’ safety: A quantitative and qualitative investigation	37
Fire evacuation supported by centralized and decentralized visual guidance systems	37
Bibliometric and scientometric analysis-based review of construction safety and health research in developing countries from 1990 to 2021	36
Simulation of evacuation in an inclined passenger vessel based on an improved social force model	36
Design for occupational safety and health: A theoretical framework for organisational capability	36
Effects of the COVID-19 pandemic on the mental health of seafarers: A comparison using matched samples	36
Design of a safety training package for migrant workers in the construction industry	35
Crash injury severity analysis of E-Bike Riders: A random parameters generalized ordered probit model with heterogeneity in means	35
A quantitative LNG risk assessment model based on integrated Bayesian-Catastrophe-EPE method	34
Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database	34
Effect of leader-member exchange on construction worker safety behavior: Safety climate and psychological capital as the mediators	33
An advanced approach to the system safety in sociotechnical systems	33
Safety specific transformational leadership, safety motivation and personal protective equipment use among firefighters	33
Predicting fatal fall from heights accidents using random forest classification machine learning model	33
Weaving public health and safety nets to respond the COVID-19 pandemic	33
Pedestrian evacuation simulation in indoor emergency situations: Approaches, models and tools	33
Safety performance & evaluation framework in Indian construction industry	33
Safety leading indicators in construction: A systematic review	33
Accident causation models developed in China between 1978 and 2018: Review and comparison	32
Voicing for safety in the workplace: A proactive goal-regulation perspective	32
Who is responsible for construction safety in Australia? A STAMP analysis	32
Livelihood capital, evacuation and relocation willingness of residents in earthquake-stricken areas of rural China	32
Controlling urban traffic-one of the useful methods to ensure safety in Wuhan based on COVID-19 outbreak	32
CellEVAC: An adaptive guidance system for crowd evacuation through behavioral optimization	32
Human factors and nuclear safety since 1970 – A critical review of the past, present and future	32
Development and evaluation of a VR research tool to study wayfinding behaviour in a multi-story building	32
Passengers’ safety awareness and perception of wayfinding tools in a Ro-Ro passenger ship during an emergency evacuation	32
Bicycle crash contributory factors: A systematic review	31
Pedestrian single file movement on stairway: Investigating the impact of stair configuration on pedestrian ascent and descent fundamental diagram	31
Sense of coherence, engagement, and work environment as precursors of psychological distress among non-health workers during the COVID-19 pandemic in Spain	31
Re-opening live events and large venues after Covid-19 ‘lockdown’: Behavioural risks and their mitigations	31
Development of conflict severity index for safety evaluation of severe crash types at unsignalized intersections under mixed traffic	31
Construction safety and health hazard awareness in Web of Science and Weibo between 1991 and 2021	31
Internet of people enabled framework for evaluating performance loss and resilience of urban critical infrastructures	31
COVID-19 moral disengagement and prevention behaviors: The impact of perceived workplace COVID-19 safety climate and employee job insecurity	31
Safety barriers in the chemical process industries: A state-of-the-art review on their classification, assessment, and management	30
Risk analysis of terrorist attacks on LNG storage tanks at ports	30
Investigation on the impact of walkways slope and pedestrians physical characteristics on pedestrians normal walking and jogging speeds	30
Standardized use inspection of workers' personal protective equipment based on deep learning	30
Indicator-based resilience assessment for critical infrastructures – A review	30
Deep learning for autonomous vehicle and pedestrian interaction safety	30
Public health and work safety pilot study: Inspection of job risks, burn out syndrome and job satisfaction of public health inspectors in Greece	30
Applications of artificial intelligence for coal mine gas risk assessment	30
Research trends in occupational health and social responsibility: A bibliometric analysis	30
Safety hazards in coal mines of Guizhou China during 2011–2020	30
Safety supervision of tower crane operation on construction sites: An evolutionary game analysis	29
On-site safety inspection of tower cranes: A blockchain-enabled conceptual framework	29
Dynamic emergency route planning for major chemical accidents: Models and application	29
Application of Bayesian network and artificial intelligence to reduce accident/incident rates in oil & gas companies	29
Assessing the relationship between organizational management factors and a resilient safety culture in a collegiate aviation program with Safety Management Systems (SMS)	29
Assessing the common occupational health hazards and their health risks among oil and gas workers	29
Predicting wildfire burns from big geodata using deep learning	29
Construction of a Bayesian network model for improving the safety performance of electrical and mechanical (E&M) works in repair, maintenance, alteration and addition (RMAA) projects	28
The influence of leadership behavior on miners’ work safety behavior	28
Improving accident analysis in construction – Development of a contributing factor classification framework and evaluation of its validity and reliability	28
An informal institution comparative study of occupational safety knowledge sharing via French and English Tweets: languaculture, weak-strong ties and AI sentiment perspectives	28
Development of an evacuation model considering the impact of stress variation on evacuees under fire emergency	28
A new index to evaluate the safety performance level of railway transportation systems	28
A system dynamics model for near-miss reporting in complex systems	28
A qualitative model of patterns of resilience and vulnerability in responding to a pandemic outbreak with system dynamics	28
What can we learn from Automated Vehicle collisions? A deductive thematic analysis of five Automated Vehicle collisions	28
Data-driven approaches for road safety: A comprehensive systematic literature review	28
Flows of walking and running pedestrians in a corridor through exits of different widths	28
A review and assessment of technologies for addressing the risk of falling from height on construction sites	27
What is the potential impact of industry 4.0 on health and safety at work?	27
Impact of mindfulness on construction workers’ safety performance: The mediating roles of psychological contract and coping behaviors	27
Occupational health and safety risk assessment: A systematic literature review of models, methods, and applications	27
Occupational electrical accidents: Assessing the role of personal and safety climate factors	27
Working conditions and health in Spain during the COVID-19 pandemic: Minding the gap	27
Risk assessment tools for industrial human-robot collaboration: Novel approaches and practical needs	27
Architectural features and indoor evacuation wayfinding: The starting point matters	27

Reducing risk of infection – The COVID-19 queueing game	27
The ERNCIP survey on COVID-19: Emergency & Business Continuity for fostering resilience in critical infrastructures	26
Ranking of occupational health and safety risks by a multi-criteria perspective: Inclusion of human factors and application of VIKOR	26
Psychosocial factors and safety in high-risk industries: A systematic literature review	26
Braking bad – Ergonomic design and implications for the safe use of shared E-scooters	26
Cooperative and competitive behaviour among passengers during the costa concordia disaster	26
Determining optimum staged-evacuation schedule considering total evacuation time, congestion severity and fire threats	26
Evacuation behaviors and emergency communications: An analysis of real-world incident videos	26
Awareness, departure, and preparation time in no-notice wildfire evacuations	26
Effects of individual and organizational factors on safety consciousness and safety citizenship behavior of construction workers: A comparative study between Hong Kong and Mainland China	26
Terrorist acts and pedestrians’ behaviours: First insights on European contexts for evacuation modelling	26
Explaining unsafe pedestrian road crossing behaviours using a Psychophysics-based gap acceptance model	26
Towards a reconceptualization of safety and security, their interactions, and policy requirements in a 21st century context	26
The Emperor has no clothes: A critique of Safety-II	26
An integrated decision model for managing hospital evacuation in response to an extreme flood event: A case study of the Hawkesbury‐Nepean River, NSW, Australia	25
Multi-Dimensional evacuation risk evaluation in standard subway station	25
Spatial predictions of harsh driving events using statistical and machine learning methods	25
Sanctions or crashes? A mixed-method study of factors influencing general and concealed mobile phone use while driving	25
Incentive-based experiments to characterize pedestrians’ evacuation behaviors under limited visibility	25
The effect of driving demands on distraction engagement and glance behaviors: Results from naturalistic data	25
An STPA-based formal composition framework for trustworthy autonomous maritime systems	25
Review and comparison of existing risk analysis models applied within shipping in ice-covered waters	25
Construction safety performance evaluation based on data envelopment analysis (DEA) from a hybrid perspective of cross-sectional and longitudinal	25
In-depth analysis on safety and security research based on system dynamics: A bibliometric mapping approach-based study	25
Enhancing construction safety: Machine learning-based classification of injury types	25
Social groups barely change the speed-density relationship in unidirectional pedestrian flow, but affect operational behaviours	25
Human-robot teaming in construction: Evaluative safety training through the integration of immersive technologies and wearable physiological sensing	25
Robot application and occupational injuries: Are robots necessarily safer?	25
Construction safety knowledge sharing on YouTube from 2007 to 2021: Two-step flow theory and semantic analysis	25
Battery hazards and safety: A scoping review for lead acid and silver-zinc batteries	25
Identification of systems thinking aspects in ISO 45001:2018 on occupational health & safety management	24
Strategies to exiting the COVID-19 lockdown for workplace and school: A scoping review	24
Safety guidelines and a training framework for LNG storage and bunkering at ports	24
The ‘new view’ of human error. Origins, ambiguities, successes and critiques	24
Are accident analysis methods fit for purpose? Testing the criterion-referenced concurrent validity of AcciMap, STAMP-CAST and AcciNet	24
Dynamic occupational accidents modeling using dynamic hybrid Bayesian confirmatory factor analysis: An in-depth psychometrics study	24
Loss and damage assessment in critical infrastructures due to extreme events	23
Influence of safety climate on risk tolerance and risk-taking behavior: A cross-cultural examination	23
Risk assessment of fatal accidents due to work at heights activities using fault tree analysis: Case study in Malaysia	23
Risk factors for work-related musculoskeletal disorders: A study in the inner regions of Alagoas and Bahia	23
Pedestrian lane formation and its influence on egress efficiency in the presence of an obstacle	23
A stop safety index to address pedestrian safety around bus stops	23
Assessing the compliance with the direction indicated by emergency evacuation signage	23
Exploring injury severity of vulnerable road user involved crashes across seasons: A hybrid method integrating random parameter logit model and Bayesian network	23
Hazard identification, risk assessment and management of industrial system: Process safety in mining industry	23
Emergency preparedness and rescue in Arctic waters	22
Organizational context matters: Psychosocial safety climate as a precursor to team and individual motivational functioning	22
Using Context-Guided data Augmentation, lightweight CNN, and proximity detection techniques to improve site safety monitoring under occlusion conditions	22
Work stressors, coping strategies, and poor mental health in the Chinese construction industry	22
The potential of responsible business to promote sustainable work – An analysis of CSR/ESG instruments	22
A comparison of dispersion models for the LNG dispersion at port of Koper, Slovenia	22
Research on risk, safety, and reliability of autonomous ships: A bibliometric review	22
Collective improvisation in emergency response	22
Impact of owners’ safety management behavior on construction workers’ unsafe behavior	22
Identification of human errors and influencing factors: A machine learning approach	22
Developing levels of pedestrian physical distancing during a pandemic	22
Health, safety and environmental (HSE) regulation and outcomes in the offshore oil and gas industry: Performance review of trends in the United Kingdom Continental Shelf	22
CFD and EnKF coupling estimation of LNG leakage and dispersion	22
Application of intumescent flame retardant containing aluminum diethyphosphinate, neopentyl glycol, and melamine for polyethylene	22
Association rules and social network analysis for supporting failure mode effects and criticality analysis: Framework development and insights from an onshore platform	22
Social impacts on hazard perception of construction workers: A system dynamics model analysis	22
Modeling boundedly rational route choice in crowd evacuation processes	22
Creating conditions for critical trust – How an uncertainty-based risk perspective relates to dimensions and types of trust	22
Investigating the impact of physical fatigue on construction workers’ situational awareness	21
Health outcomes and psychosocial risk exposures among healthcare workers during the first wave of the COVID-19 outbreak	21
A thematic review on Prevention through design (PtD) concept application in the construction industry of developing countries	21
Urban road network vulnerability and resilience to large-scale attacks	21
Diagnostic model for the society safety under COVID-19 pandemic conditions	21
Safety voice and safety listening during aviation accidents: Cockpit voice recordings reveal that speaking-up to power is not enough	21
Perception of risk in construction. Exploring the factors that influence experts in occupational health and safety	21
Human reliability in railway engineering: Literature review and bibliometric analysis of the last two decades	21
Dynamic identification of crane load fall zone: A computer vision approach	21
Safety culture, safety climate, and safety performance in healthcare facilities: A systematic review	21
Research trends in mining accidents study: A systematic literature review	21
Identification of core risk factors and risk diffusion effect of urban underground engineering in China: A social network analysis	21
Height map-based social force model for stairway evacuation	21
Geological and hydrometeorological hazards and related disasters amid COVID-19 pandemic in Greece: Post-disaster trends and factors affecting the COVID-19 evolution in affected areas	21
Mapping the knowledge domain of soft computing applications for emergency evacuation studies: A scientometric analysis and critical review	20
How does facial recognition as an urban safety technology affect firm performance? The moderating role of the home country’s government subsidies	20
The role of leadership in air traffic safety employees’ safety behavior	20
From common operational picture to common situational understanding: An analysis based on practitioner perspectives	20
A new inverse data envelopment analysis approach to achieve China’s road transportation safety objectives	20
Design and implementation of a computerized safety inspection system for construction sites using UAS and digital checklists – Smart Inspecs	20
Societal resilience – Clarifying the concept and upscaling the scope	20
Balancing privacy and occupational safety and health in construction: A blockchain-enabled P-OSH deployment framework	20
An integrated safety and security analysis for cyber-physical harm scenarios	20
Pedestrian red-light violation at signalised intersection crosswalks: Influence of social and non-social factors	20
A quantitative risk assessment model for evaluating hazmat transportation accident risk	20
How effective is the fire safety education policy in China? A quantitative evaluation based on the PMC-index model	20
A scoping review of surgical masks and N95 filtering facepiece respirators: Learning from the past to guide the future of dentistry	20
Motor vehicle driver injury severity analysis utilizing a random parameter binary probit model considering different types of driving licenses in 4-legs roundabouts in South Australia	19
Risk perception and knowledge of protective measures for flood risk planning. The case study of Brindisi (Puglia region)	19
Quantification study of working fatigue state affected by coal mine noise exposure based on fuzzy comprehensive evaluation	19
Economic evaluations of mental health interventions: A systematic review of interventions with work-focused components	19
A complexity thinking account of the COVID-19 pandemic: Implications for systems-oriented safety management	19