HR leaders should track absence frequency, attendance exception rate, overtime dependency, late-in and early-out patterns, missed punches, approval delays, manual correction frequency, shift adherence, payroll correction volume, and report closure time. These metrics help connect workforce behavior with operating cost and payroll accuracy.