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Gina Vanderlin, CSP, CHMM, CIT, CUSP


Gina Vanderlin, CSP, CHMM, CIT, CUSP


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Confronting Data Bias to Improve Safety Outcomes

In safety management, data is often treated as objective truth. Leaders use incident rates, near-miss reports, injury trends and predictive models to guide them as they prioritize risk and allocate organizational resources. Yet data can quietly mislead us, particularly when bias is embedded in what we collect and our measurement and interpretation methods. Effective, ethical […]
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Batteries and the Hazard Communication Standard

Batteries have become a critical component of electric utility operations. Once limited to backup power in substations and control rooms, energy storage now drives innovation across the grid. As use of batteries increases, so does the responsibility to manage the unique chemical and physical hazards they introduce. Understanding how battery systems are governed under OSHA […]