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“If I change this… what happens over there?”
It’s a familiar question in improvement, and one that correlation helps us explore with rigour and insight.
Join PMI Consultant Niall Coney as he breaks down the concept of correlation and its role in uncovering meaningful relationships. Using practical examples, from machine settings to wellbeing initiatives, he explains how correlation and regression support evidence-based decisions, help avoid blind spots and focus improvement where it matters.
But it’s not all good news.
Niall also highlights essential cautions, including the limits of correlation, why causation can’t be assumed, and when covariance offers a sharper lens on variation.
Ready to move beyond surface observations and understand what’s really driving performance? This is essential listening.
More resources:
PERFORMANCE IMPROVEMENT IN AN AI-DRIVEN WORLD.
Save the Date. 17th March 2026.
The only improvement conference for practitioners, by practitioners.
>>> Join Priority Booking List <<<
More from PMI:
Take your improvement career to the next level with PMI's Lean Six Sigma Certifications - now available in two new and accessible formats, built around you.
“If I change this… what happens over there?”
It’s a familiar question in improvement, and one that correlation helps us explore with rigour and insight.
Join PMI Consultant Niall Coney as he breaks down the concept of correlation and its role in uncovering meaningful relationships. Using practical examples, from machine settings to wellbeing initiatives, he explains how correlation and regression support evidence-based decisions, help avoid blind spots and focus improvement where it matters.
But it’s not all good news.
Niall also highlights essential cautions, including the limits of correlation, why causation can’t be assumed, and when covariance offers a sharper lens on variation.
Ready to move beyond surface observations and understand what’s really driving performance? This is essential listening.
More resources:
PERFORMANCE IMPROVEMENT IN AN AI-DRIVEN WORLD.
Save the Date. 17th March 2026.
The only improvement conference for practitioners, by practitioners.
>>> Join Priority Booking List <<<
More from PMI:
Take your improvement career to the next level with PMI's Lean Six Sigma Certifications - now available in two new and accessible formats, built around you.
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