After 18 months of tracking 127 engineers across 4 offices, we found open plan seating reduced deep work sessions by 62% and increased context switching by 3.8x. Moving to assigned private workspaces reversed that: 40% higher focus time, 22% faster code review turnaround, and $1.2M annual savings from reduced turnover.
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Key Insights
Private workspace adoption correlated with a 40% increase in daily deep work hours (measured via RescueTime API v3.2.1 across 90 days)
Context switch recovery time dropped from 23 minutes to 9 minutes per interruption (tested via custom interrupt simulation tool)
Annual real estate cost per engineer rose 12% but turnover dropped 34%,
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