Overtime Dashboard: Hours, Cost, and Trends

An overtime dashboard shows where approved overtime hours and labor spending concentrate by department and period. Separate full overtime wages from the extra premium above straight-time pay, then reconcile both to payroll. That distinction lets an operations manager compare scheduling options without calling the whole overtime payment an avoidable cost.

Define the cost before drawing the chart

Start with hours and earnings already classified by payroll. The dashboard reports those classifications; it does not decide employee eligibility, the applicable overtime rules, or which earnings belong in a regular rate.

The distinction between straight-time earnings and premium pay is reflected in the payroll record fields in 29 CFR 516.2. Those fields include daily and weekly hours, straight-time earnings, and premium overtime compensation. Keep those components separate in the management view too.

For a simple illustration, assume the approved records use a 1.5 multiplier for all overtime hours and a single hourly rate within each department. 29 USC 207 contains the federal overtime framework, including its regular-rate provisions. The example uses supplied payroll classifications and rates; it does not calculate a legal entitlement or determine which rules apply to an employee.

Overtime share = Overtime worked hours / Total worked hours × 100

Full overtime wages = Overtime hours × Supplied hourly rate × 1.5

Overtime premium = Overtime hours × Supplied hourly rate × 0.5

The multipliers in these formulas are example assumptions. In a live review, reconcile to approved payroll earnings rather than replacing them with an assumed rate calculation. Use workforce KPIs for the broader staffing context around the overtime view.

Bring the approved hours and payroll earnings

The useful export has workweek, department, employee reference, earning code, worked hours, pay rate, earnings amount, and adjustment reference. Bring the department budget for the same workweek, with its planned overtime hours and cost assumptions.

Keep regular worked hours separate from paid leave. Identify whether the overtime earnings code contains the full payment for those hours or only the incremental premium. Some exports already include straight-time pay for all worked hours on another line. Adding a full overtime payment to that line would count the straight-time component twice.

Use workweek to review workload and scheduling, and retain pay date for reconciliation to the payroll run. A correction posted later needs both dates. If employees move between departments, assign the hours using the approved time allocation rather than their current home department.

These distinctions also matter when analyzing headcount costs. Employee count, worked hours, and wage expense answer different management questions.

A worked department view

A US distributor reviews the workweek ending October 16, 2026. These are department aggregates of approved worked hours. Every included hour in a department uses the rate shown. There are no bonuses, shift differentials, paid leave, payroll taxes, benefits, or adjustments in this example; the cost scope is gross hourly wages only.

For Receiving, regular wages are 200 × 24 = $4,800. Full overtime wages are 20 × 24 × 1.5 = $720, of which 20 × 24 × 0.5 = $240 is premium. The department therefore has $5,520 of gross wages, including the premium.

Percentages are rounded to one decimal place from unrounded hours. Company overtime share is 30 / 510 = 5.9%, calculated from the totals. Premium is already inside full overtime wages; do not add the premium column to total wages again.

Prove the payroll total, then explain the variance

Two independent presentations must produce the same gross wages:

The first presentation matches separate regular and full-overtime earnings codes. The last matches an export that pays straight time for every worked hour and records premium separately. Both must tie to the included payroll earnings, with excluded earnings reconciled separately.

Now apply the same rates and multiplier to budget overtime hours:

Receiving accounts for the entire 30 − 25 = 5-hour excess and the $180 variance. Because rates are unchanged here, the variance follows directly from 5 × 24 × 1.5. A real review should separate rate changes from hour changes before attributing a dollar movement to staffing. Keep the department result connected to cost-center reporting.

Test a scheduling alternative without overstating savings

Suppose operations supplies a revised schedule that moves five Receiving hours into unused regular capacity at the same hourly rate, and payroll confirms the classifications. Work performed stays the same. Receiving now has 205 regular hours and 15 overtime hours.

Full overtime wages fall by $180, but regular wages rise by 5 × 24 = $120. Net wage savings are $180 − $120 = $60, exactly the reduction in premium. Cutting required work altogether would be a different scenario. The supervisor owns the service and capacity implications; finance owns the cost comparison, and payroll owns the earnings classification.

Where it goes wrong

• Double counting premium. Full overtime wages already contain the premium. Add it separately only when the other earnings line excludes it.
• Mixing workweeks and pay periods. A payroll run can include multiple workweeks and prior-period adjustments. Keep the review period explicit.
• Calling all overtime wages avoidable. Rescheduled work still needs straight-time pay. Test the alternative before claiming savings.
• Hiding rate and department mix. Higher-paid hours can increase cost without a rise in overtime hours. Keep approved rates and department detail available.
• Ignoring excluded labor costs. Gross wages do not include every employer cost. Label the scope and reconcile other earnings separately.

Review your own overtime file in Covirage

Upload your approved hours, payroll earnings, and department budget files or a Google Sheet; Covirage maps the columns, and its tools compute and check the departmental hours, costs, and variances. The external AI model explains the results with every figure traced to its rows. Create a free Covirage account and bring a sample of your own data.

See cost variance analysis in Covirage for the supporting business context.