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Treatment increased permanent contract employment by 17.52 theoretical workdays per firm for registered jobseekers (p < 0.05), removing distortion where 53% of raw contract flows lasted one week or less.
Workday standardization filtered high-variance short-term contract noise (which had a standard deviation 9.9 times larger than permanent contracts), revealing a statistically significant increase of 17.5 theoretical workdays per firm for registered jobseekers (p < 0.05) and 43.8 workdays across all jobseekers in permanent contracts (p < 0.05).