In Simple Words
Imagine a bus driver whose bus breaks down frequently, but who assumes breakdown rates are completely random. Even though the bus floor is covered in loose trash and dirt every day it breaks down, the driver never notices the connection because they focus exclusively on engine noise, failing to observe that loose trash jams the foot pedals.
Research question
Managers frequently fail to learn from natural trial-and-error variation in daily operations because cognitive capacity limits prevent them from noticing or processing unorganized environmental variables.
Participants
28 manufacturing plants across 17 large cotton textile firms in Tarapur and Umbergaon, India.
Study Design
Qualitative behavioral assessment and theoretical synthesis of manager learning patterns across 38 operational practices during a multi-year field experiment.
Results
Prior to intervention, managers failed to notice that disorganized factory floors and unmonitored defect counts directly suppressed output, despite decades of operating experience under routine operational variation.
Takeaway
Implement mandatory visual displays and structured daily tracking logs to force managerial attention onto non-obvious operational metrics.