Mining equipment manufacturer - megapixel CCTV, phase one

What international research shows

Published findings on this kind of intervention elsewhere, not results measured on this site.

• Video PPE detection is still new and has little independent outcome research of its own. The closest evidence is on behaviour-based safety, which observes work and feeds back on unsafe acts: a meta-analysis of 73 programmes across the paper, petroleum, chemical and food industries found incident rates kept falling over five years after introduction.

  Source: Krause, Seymour & Sloat (1999), Long-term evaluation of a behavior-based method for improving safety performance: a meta-analysis of 73 interrupted time-series replications, Safety Science 32(1)

• The ACFE's 2026 study of 2,402 occupational fraud cases in 143 countries found the median scheme ran 12 months before detection. Frauds caught within six months had a median loss of US$40,000, against more than US$1.1 million for schemes that ran over five years, and controls such as management review and proactive data monitoring were associated with lower losses and faster detection.

  Source: Association of Certified Fraud Examiners (2026), Occupational Fraud 2026: A Report to the Nations