The graph illustrates the annual fatalities among construction workers in the United States from 2018 to 2023. The x-axis displays the years, labeled with abbreviated two-digit numbers from '18 to '23, while the y-axis represents the total number of deaths recorded each year. Over this five-year span, the fatalities range from a low of 951 in 2021 to a high of 1,066 in 2019. The data shows fluctuations in annual deaths, with a decrease in fatalities in 2020 and 2021 followed by an increase in 2022. The graph provides a visual representation of the trends in construction worker fatalities during this period.

In 2023, there were ***** work-related deaths less in the construction industry of the United States than in the previous year. The number of fatal injuries in construction increased significantly during the last decade and peaked in 2019 at *****. While *** people died in this industry in 2011, by 2023 that number increased to *****.

Information provided pertains to all incidents under which a worker performing construction work suffered a work-related fatal injury. This data is collected by the NYSDOL per NY Lab L section 44 (https://law.justia.com/codes/new-york/2021/lab/article-2/44/).

In 2024, the construction industry recorded *** fatalities due to occupational accidents. The fatalities of all industrial accidents totaled ***.

Information provided pertains to all incidents under which a worker performing construction work suffered a work-related fatal injury. This data is collected by the NYSDOL per NY Lab L section 44 (https://law.justia.com/codes/new-york/2021/lab/article-2/44/).

In the 2023/24 reporting year, there were 51 fatal injuries to construction workers in Great Britain, the most of any industry sector. The industry with the second-highest number of fatalities was agriculture, which had 23.

In 2023, there were ** fatal accidents in the construction sector in Singapore, indicating an increase of *** such accidents from the previous year. Overall the amount of fatal accidents in this sector has been decreasing since the highest incidence numbers in 2013.

In 2024, construction equipment caused ** fatalities in Japan, increasing from ** fatal accidents in the preceding year. Excavators were the most commonly involved construction machinery in these accidents.

Abstract Paper aims To study fall-accident cases in order to analyze the commonly missing or not adequately applied risk management measures (RMM) and its consequences depending on falling height. Originality First study to analyze failed RMM for preventing falls from height. Research method The study reviewed court cases published by the journal “Safety & Health Practitioner”. NIOSH recommendations were used to define RMM to apply to this study. Main findings Finally, in 98% of analyzed cases, the fall from height was a result of several non-adequate or missing RMM: in 81.6% procedures of work, 65.8% guardrails and edge protection, 60.5% risk assessment, and 60.5% platforms or scaffolds. It can be concluded that falls from height pose a significant risk for workers, which could be prevented by adequately apply RMM. Implications for theory and practice The focus in the prevention of falls should be given on most common RMM.

Fatal occupational injuries (unintentional and homicide), incidence rate (construction), New Jersey.

Rate: fatalities per 100,000 construction workers.

Definition: Number and incidence rate of fatal occupational injuries, when the injury occurred while the individual was working in a construction-related occupation, either on or off of the employer's premises.

Data Source: Occupational Health Surveillance Unit, New Jersey Department of Health

In 2021, *** cases of occupational injuries in businesses in the construction sector recorded in the Philippines were non-fatal, while ** led to a fatal accident. The number of occupational injuries in construction-related businesses peaked in 2019.

The numbers reflect incidents that were reported to and tracked by the Ministry of Labour. They exclude death from natural causes, death of non- workers at a workplace, suicides, death as a result of a criminal act or traffic accident (unless the OHSA is also implicated) and death from occupational exposures that occurred in the past.

Data from the Ministry of Labour reflects Occupational Health and Safety (OHS) and Employment Standards (ES) information at a point in time and/or for specific reporting purposes. As a result, the information above may not align with other data sources.

Notes on critical injuries :

For the purposes of the data provided, a critical injury of a serious nature includes injuries that:

1. "Place life in jeopardy"
2. "Produce unconsciousness"
3. "Result in substantial loss of blood"
4. "Involve the fracture of a leg or arm but not a finger or toe"
5. "Involve the amputation of a leg, arm, hand or foot but not a finger or toe"
6. "Consist of burns to a major portion of the body"
7. "Cause the loss of sight

Only critical injury events reported to the ministry are included here. This represents data that was reported to the ministry and may not represent what actually occurred at the workplace. The critical injury numbers represent critical injuries reported to the ministry and not necessarily critical injuries as defined by the Occupational Health and Safety Act (OHSA). Non- workers who are critically injured may also be included in the ministry's data. Critical injuries data is presented by calendar year to be consistent with Workplace Safety and Insurance Board harmonized data;

Data is reported based on calendar year

Individual data for the Health Care program is available for Jan. 1 to Mar. 31, 2011 only. From April 2011 onwards Health Care data is included in the Industrial Health and Safety numbers.

Notes on Fatalities :

Only events reported to the ministry are included here. The ministry tracks and reports fatalities at workplaces covered by the OHSA. This excludes death from natural causes, death of non-workers at a workplace, suicides, death as a result of a criminal act or traffic accident (unless the OHSA is also implicated) and death from occupational exposures that occurred many years ago. Fatalities data is presented by calendar year to be consistent with Workplace Safety and Insurance Board harmonized data. Fatality data is reported by year of event.

*[OHSA]: Occupational Health and Safety Act *[Mar.]: March *[Jan.]: January

As of 2024, annual fatality data (including previous years) is reported by year of death.

This dataset focuses on fatalities that occur in construction and maintenance zones on roadways. These zones are areas where roadwork or maintenance activities are taking place, often resulting in altered traffic conditions, reduced lanes, and other hazards that increase the likelihood of accidents.

4,764 workers died on the job in 2020 (3.4 per 100,000 full-time equivalent workers). Workers in transportation and material moving occupations and construction and extraction occupations accounted for nearly half of all fatal occupational injuries (47.4 percent), representing 1,282 and 976 workplace deaths, respectively. Occupational Safety and Health Administration (US Department of Labour)

Introduction

There have been many accidents in construction sites due to lack of safety measures. A major reason for this has been workers not wearing Personal Protective Equipments (PPE) for their safety. Detecting PPEs become very crucial for the continuous monitoring of worker safety.

Dataset collection

This dataset is provided as a collection in Roboflow, please check this link: Construction Site Safety Image Dataset under the CC BY 4.0 License https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2163725%2F0e46d95b350ee8bc9c683595ccf5ecb6%2Fconstruction-safety.jpg?generation=1677172246224555&alt=media" alt=""> This dataset is a great collection of images, since the labels are in the following format: 'Hardhat', 'Mask', 'NO-Hardhat', 'NO-Mask', 'NO-Safety Vest', 'Person', 'Safety Cone', 'Safety Vest', 'machinery', 'vehicle'. It is very important in tracking and monitoring applications whether a person is wearing Hardhat or NO-Hardhat. Most of the datasets are not annotated in this particular way, making this dataset very useful.

Quick Summary

• Number of classes: 10
• Label Annotation: YOLO format (.txt)
• Metadata: metadata.csv and count.csv provides information about the dataset and train-val-test count information.
• PPE Class Map: {0: 'Hardhat', 1: 'Mask', 2: 'NO-Hardhat', 3: 'NO-Mask', 4: 'NO-Safety Vest', 5: 'Person', 6: 'Safety Cone', 7: 'Safety Vest', 8: 'machinery', 9: 'vehicle'}
• Difficulty: This is a beginner-friendly dataset on multi-class classification, object detection, and tracking. Annotations are in YoloV8 format. The splits are given in the dataset folder itself with metadata, so anyone can use this data to run models and produce results.

Citation

Please cite the project from Roboflow, if you use this dataset in a research paper. python @misc{ construction-site-safety_dataset, title = { Construction Site Safety Dataset }, type = { Open Source Dataset }, author = { Roboflow Universe Projects }, howpublished = { \url{ https://universe.roboflow.com/roboflow-universe-projects/construction-site-safety } }, url = { https://universe.roboflow.com/roboflow-universe-projects/construction-site-safety }, journal = { Roboflow Universe }, publisher = { Roboflow }, year = { 2023 }, month = { feb }, note = { visited on 2023-02-23 }, }

We provided the information of the 571 construction accident cases. We didn't provide each of the accident reports, because they were expatiated in Chinese. We just provided the names (in Chinese), area distribution, types, and severity levels of them in Excel tables.

Construction Wearable Safety Market Outlook

According to our latest research, the global Construction Wearable Safety market size reached USD 4.2 billion in 2024, driven by the increasing emphasis on worker safety and the rapid adoption of smart technologies on construction sites. The market is anticipated to expand at a robust CAGR of 13.1% from 2025 to 2033, projecting a value of approximately USD 12.5 billion by 2033. This impressive growth trajectory is underpinned by stringent regulatory frameworks, the rising incidence of workplace accidents, and the construction industry’s growing willingness to invest in advanced safety solutions.

One of the primary growth drivers for the Construction Wearable Safety market is the escalating concern for worker safety, which has prompted both governmental and private entities to enforce stricter safety regulations. Construction remains one of the most hazardous industries globally, accounting for a significant proportion of occupational injuries and fatalities. The integration of wearable safety devices such as smart helmets, vests, and glasses is revolutionizing the way safety is managed on-site. These devices not only monitor workers’ vital signs and environmental hazards in real time but also facilitate immediate alerts in case of accidents, thereby reducing response times and potentially saving lives. The increasing awareness about the direct and indirect costs associated with workplace injuries, including medical expenses, compensation, and lost productivity, further fuels market growth as organizations prioritize proactive safety measures.

Technological advancements represent another pivotal factor propelling the Construction Wearable Safety market. The convergence of the Internet of Things (IoT), artificial intelligence (AI), and advanced sensor technologies has enabled the development of highly sophisticated wearables. These innovations provide unparalleled capabilities such as fatigue detection, location tracking, fall detection, and even predictive analytics to forecast potential hazards. As construction projects become more complex and timelines tighter, the demand for solutions that can enhance operational efficiency while ensuring worker safety is intensifying. The adoption of exoskeletons, for instance, is gaining traction as they help mitigate musculoskeletal injuries by augmenting human strength and reducing physical strain. The ongoing digital transformation in the construction sector is expected to further accelerate the penetration of wearable safety devices.

In addition to regulatory and technological factors, the increasing investment in infrastructure development worldwide is significantly boosting the Construction Wearable Safety market. Governments and private players are pouring resources into large-scale construction projects, particularly in emerging economies across Asia Pacific, Latin America, and the Middle East. These projects often involve challenging environments and high-risk tasks, making the deployment of advanced safety solutions indispensable. Furthermore, the global push toward sustainable and smart cities is catalyzing the adoption of digital construction practices, where wearable safety technologies play a crucial role in ensuring seamless integration between human workers and automated systems. The rising trend of remote site monitoring and asset management through connected devices is also expected to create new growth avenues for the market.

Regionally, North America continues to dominate the Construction Wearable Safety market owing to its early adoption of cutting-edge technologies and stringent occupational safety standards. However, the Asia Pacific region is poised for the fastest growth, driven by rapid urbanization, increasing construction activities, and supportive government initiatives aimed at improving workplace safety. Europe also holds a significant share, supported by strong regulatory frameworks and the presence of leading technology providers. Meanwhile, Latin America and the Middle East & Africa are emerging as promising markets, fueled by infrastructure modernization and growing safety awareness. The regional landscape is thus characterized by a dynamic interplay of regulatory, economic, and technological factors that are shaping the future of construction safety worldwide.

In the financial year 2023/24, slips and falls made up most of the non-fatal injuries of employees in the construction industry in Great Britain. There were *** people due to falls from a height, while *** people were injured while handling, lifting or carrying something. Being stricken by a vehicle or a moving object were also common non-fatal accidents.

This dataset provides comprehensive information and expert legal guidance for motorcyclists who have been involved in accidents within construction zones in the Denver area. It covers key topics such as common causes of these accidents, the challenges in establishing liability, and strategies for recovering fair compensation from insurance companies. The dataset is based on the extensive experience and successful track record of the personal injury law firm McCormick & Murphy P.C. in handling complex construction zone accident cases.

Construction Safety Training VR Content Market Outlook

According to our latest research, the global Construction Safety Training VR Content market size reached USD 1.23 billion in 2024, and it is expected to grow at a robust CAGR of 15.8% during the forecast period, reaching USD 4.25 billion by 2033. This impressive growth is driven by the increasing adoption of immersive technologies for safety training, stringent regulatory requirements, and the rising focus on reducing workplace accidents across the construction industry. The marketÂ’s expansion is further fueled by advancements in virtual reality (VR) hardware and software, which have made VR-based training both accessible and cost-effective for organizations of all sizes.

A primary growth factor for the Construction Safety Training VR Content market is the heightened emphasis on workplace safety and compliance with international safety standards. Construction remains one of the most hazardous industries globally, with a high incidence of workplace injuries and fatalities. VR-based safety training offers a highly immersive and interactive learning environment, allowing workers to experience real-life scenarios without exposure to actual danger. This not only improves knowledge retention but also enhances employees' ability to respond effectively to emergencies. Furthermore, as regulatory bodies worldwide tighten safety requirements, construction companies are increasingly investing in advanced training solutions to ensure compliance and minimize liability risks.

Technological advancements play a pivotal role in the expansion of the Construction Safety Training VR Content market. The integration of AI-driven analytics, real-time feedback, and adaptive learning modules within VR platforms has revolutionized the way safety training is delivered. Companies are leveraging these technologies to create personalized training modules that address specific job roles, hazards, and site conditions. Additionally, the decreasing cost of VR hardware and the growing availability of high-quality VR content have democratized access to these training solutions. As a result, not only large enterprises but also small and medium-sized construction firms are adopting VR-based safety training, further propelling market growth.

Another significant growth driver is the shift in training paradigms brought about by the COVID-19 pandemic. The need for remote training solutions became evident as traditional classroom-based training faced disruptions. VR-based safety training emerged as an effective alternative, enabling organizations to continue upskilling their workforce without physical proximity. The scalability and repeatability of VR modules, combined with the ability to track learner progress and performance, have made these solutions indispensable for construction companies aiming to maintain high safety standards in a post-pandemic world. This shift is expected to have a lasting impact, with VR-based training becoming a standard practice in the industry.

The integration of VR Driver Safety Training into construction safety programs is becoming increasingly important as companies recognize the need to address transportation-related risks on job sites. By simulating driving scenarios in a virtual environment, workers can practice safe driving techniques and hazard recognition without the risk of real-world accidents. This form of training is particularly valuable for operators of heavy machinery and vehicles, as it enhances their ability to navigate complex construction sites safely. As construction projects often involve the movement of large vehicles and equipment, VR Driver Safety Training helps mitigate the risks associated with these operations, contributing to overall site safety and compliance with regulatory standards.

From a regional perspective, North America and Europe are leading the adoption of Construction Safety Training VR Content, driven by stringent occupational safety regulations and a high level of technological maturity. The Asia Pacific region, however, is anticipated to witness the fastest growth during the forecast period, fueled by rapid urbanization, increasing construction activities, and rising awareness about worker safety. Governments in countries such as China, India, and Japan are implementing policies to enhance construction site safet

This is an API that allows you to look up the daily status of major accidents in the construction industry. It provides work type, cause, accident type, accident overview, and risk reduction measures. ※ callApiId = 1010 (Required as a fixed value) ※ This data analyzes fatal accidents that occurred in the construction industry between 2017 and 2021, and derives high-risk work, accident occurrence situations, and major causal factors that can cause serious injuries or more. ※ Since the work environment of each workplace may be different, please refer to this data to identify high-risk work and accident-causing factors considering the environment and work characteristics. ※ Since the work environment of each workplace may be different, please refer to the data to identify high-risk work and accident-causing factors considering the workplace environment and work characteristics.