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Industry Special: Mining actionable safety insights from big data

Industry Special: Mining actionable safety insights from big data

 

The BCCSA is leveraging data analytics tool to help construction employers improve safety outcomes

 

If you could stop potential construction safety incidents before they happened, you鈥檇 do anything you could to prevent them. While we don鈥檛 have anything approaching a device that can look into the future, the BC 麻豆传媒高清ion Safety Alliance (BCCSA) is leveraging the next-best thing 鈥 a data analysis system that identifies employers who may need additional support exactly when they need it.

The BCCSA is leveraging that capability through a partnership with EHS Analytics, a Calgary-based provider of data solutions for occupational safety, offering expertise in data structuring, contractor data acquisition, analytics, and proprietary machine learning models.聽

鈥淲orkSafeBC provides us with an aggregate database of information that encompasses every construction employer, including their associated injury rate and the duration of claims,鈥 says Mike McKenna, executive director of the BCCSA. 鈥淏ut even though the information we need is all there, it鈥檚 difficult to use that database to extract more actionable insights to assist individual employers.鈥

That鈥檚 especially true of smaller employers with five or fewer employees who represent the majority of BCCSA members. For example, if a small employer reports one worker injury over a period of five years, is that statistically significant or does it represent a potential anomaly?

McKenna says he was intrigued by a presentation by EHS Analytics, which had already worked with other construction safety associations in Canada, and its promise to increase the value of available safety data by synthesizing it into a more usable form. The BCCSA entered into a contract with EHS in the summer of 2023 to provide the Alliance with a digital 鈥渄ashboard鈥 that could help direct assistance to employers who appear to need it most.

鈥淥nce an employer is identified, we can drill down further to see exactly what type of assistance would be most beneficial鈥 says Erin Linde, director, health and safety services, BCCSA. 鈥淗ow were workers previously injured and what was their trade? If we see that the employer isn鈥檛 COR-certified, helping them to achieve CORcertification could be the most helpful next step. The dashboard helps us to provide targeted direct outreach and assistance based on this rich information.鈥

The BCCSA uses this synthesized information to contact the employer, choosing the most appropriate ambassador to offer free services. That might be one of the Alliance鈥檚 team of Regional Safety Advisors, or even a member of the Fire, Flood & Restoration Program Technical Advisory Committee for employers of that sub-group.

鈥淚t鈥檚 been a game-changer for us,鈥 Linde says. 鈥淲e鈥檝e been working with other construction associations across Canada who are using the same tool to discover how we can expand the possibilities of what we can learn. For example, we can fold in our own data, including results from surveys and other information, to provide even richer insights and to determine overall industry safety trends.鈥

McKenna is quick to point out that all insights derived from the data remain strictly confidential and will only be used to assist employers who are open to receiving additional support for their health and safety programs.聽聽

鈥淲e鈥檙e not a regulator,鈥 he says. 鈥淲e鈥檙e here to help. If we have a source of data that can help to improve worker safety outcomes and decrease injury costs, it鈥檚 our duty to share it with our members.鈥

This content is an Industry Special by BCCSA in collaboration with 麻豆传媒高清Connect鈩 Media. To learn more about BCCSA, visit .

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