Understanding Productivity Pain Points
Published by When Notes Fly
https://whennotesfly.com/ideas/problems-pain-points/productivity-pain-points-explained
When Notes Fly article, fact-checked and corrected.
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Every accepted correction to this page is recorded with the exact change, so readers can see how the page improved over time.
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Removed a citation to an entirely fabricated researcher, Paul McClure, who does not exist and was credited with a nonexistent 2019 Work, Employment and Society study; corrected Shopify's real meeting-purge outcome statistics, which had been overstated with invented specific figures not matching the company's actual reported results.
BeforeArticle attributed a fabricated 2400-worker study to Paul McClure at the University of Manchester, and attributed invented specific follow-up statistics (24 percent reinstated, 2.3 hours gained, 18 percent velocity increase) to Shopify's real meeting purge.
AfterThe fabricated McClure citation was replaced with an unattributed but independently supported general finding about time-diary research on knowledge work; the Shopify figures were corrected to the company's actual reported outcomes, roughly a third less meeting time and roughly a quarter more completed projects.
Why: Verified the named researcher and the specific follow-up statistics against real published and reported sources; found one entirely invented researcher and one real event with fabricated specific numbers attached.
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Full contribution timeline
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Correction 29 July 2026
Emir Baycan: Removed a citation to an entirely fabricated researcher, Paul McClure, who does not exist and was credited with a nonexistent 2019 Work, Employment and Society study; corrected Shopify's real meeting-purge outcome statistics, which had been overstated with invented specific figures not matching the company's actual reported results.
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