For 5+ years, I (alongside the MQA team) have been dedicated to helping customers build QA programs with QA scores. Now, we're talking about the Death of the QA Score.
Why the 180 degree change?
It's rooted in the craziness that makes us human. We get so obsessed about numbers, and reporting, and ACCURACY. Then, when it comes to #s about people, we hyper focus on FAIRNESS. Even , if the # wasn't related to performance management, Numbers Judging People drives 7 out of 10 people off the wall. (Hmm maybe it originates from our school system and grades and SATs and GPAs etc.? 🤔 )
Next thing you know - your average QA Score is 97% and deep down, everyone knows that's not the truth. The system is being gamed.
Next thing you know - you see a situation that should be dug into but you have to randomly sample to be FAIR.
We get wrapped up in a tornado ( 🌪🌪 🌪 ) of conversations about the above...and lose sight of what ACTUALLY MATTERS.
Kaizen.
Learning.
Personal Development.
Continuous improvement.
Getting 1% better each and every day.
Focus on finding insights to improve the business.
When you remove the score, you can shift from Random to Targeted Issues.
When you remove the score, you can focus on finding problems and opportunities than 'grading the person fairly'
Going from 1% QA to 100% QA to get a statistically significant score misses the point and perpetuates the original issues.
The the future of QA is Targeted and Non-Scoring.
Use AI to find better things to Target.