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September 01, 2026 · Erick Mathias + Silvana Santos

Cost of poor quality: how to measure failure, rework and loss

Konvéz mug among handwritten work notes on a coral desk.

The cost of poor quality is the money consumed because work was not completed correctly: rework, scrap, reinspection, returns, urgent freight, warranty, investigation and the time required to correct avoidable failures.

These losses are often dispersed across accounts and unrecorded hours. A return is not only its credit value: processing, checking, transport, customer service and replacement have already consumed resources.

Cost of quality versus cost of poor quality

Category Purpose Examples
Prevention avoid failure training, supplier qualification, process review
Appraisal verify conformity inspection, testing, audits, calibration
Internal failure correct before delivery rework, scrap, reinspection, internal delay
External failure correct after delivery returns, warranty, complaints, penalties, extra freight

Cost of quality = prevention + appraisal + internal failure + external failure.

Cost of poor quality = internal failure + external failure.

This distinction prevents a common mistake: treating every quality-related expense as waste. Prevention spending may rise while reducing failure costs by a larger amount.

What to include

Internal failures may include discarded material, correction hours, repeated document processing, repeated tests, process downtime, emergency purchases and disposition of nonconforming outputs.

External failures may include returns, replacement, warranty, redelivery, contractual penalties, complaint investigation, field correction, cargo detention and demonstrable lost orders.

Classifying where a failure was detected helps justify controls closer to its source. External failures usually cross more process stages and involve more people.

How to calculate cost of poor quality

1. Define a manageable scope

Start with one process, site or family of failures over three to six months. Measuring the whole organization in the first cycle creates debate and weakens data reliability.

2. Create non-overlapping categories

Each expense must appear once. If redelivery freight is recorded as an external failure, do not count it again inside complaint handling.

3. Calculate traceable components

  • labor: hours spent × hourly cost;
  • material: quantity lost × unit cost;
  • equipment: additional time × defined hourly rate;
  • services: freight, storage, laboratory and contractor invoices;
  • concessions: documented discounts, penalties, warranties and credits.

Keep estimates separate from accounting values and document every assumption.

4. Aggregate and normalize

COPQ = internal failure costs + external failure costs

For comparisons:

  • COPQ as percentage of revenue: (COPQ ÷ period revenue) × 100
  • COPQ per unit: COPQ ÷ units processed
  • COPQ per case: COPQ ÷ closed cases

Practical example

Component Amount
84 rework hours at $12 $1,008
document reissue and reinspection $420
urgent freight $850
storage caused by detention $700
discounts and credits $300
Total COPQ $3,278

With monthly revenue of $165,000, COPQ was approximately 1.99%. This is not a universal benchmark. It is a baseline for comparing the operation with its own history and identifying the causes that concentrate losses.

Capture hidden costs without false precision

During a sample period, add people and hours, materials, services, origin and detection points, customer, supplier, process, failure type and schedule impact to each occurrence. Separate confirmed values from estimates.

Do not assign an exact monetary value to reputation without evidence. Keep qualitative impacts visible but outside the financial total.

Prioritize improvements by cost and risk

A Pareto chart by cause or failure type shows where a few categories concentrate most costs. Do not select only the most expensive event; consider frequency, severity, customer risk and recurrence.

Connect losses to the nonconformity management process. Root-cause analysis explains why the failure occurred; cost helps determine priority and verify the return of corrective action.

See the quality indicators guide for dashboard formulas. Avoid measuring only scrap, double counting, mixing confirmed and estimated values, comparing areas without volume normalization, and using cost to blame people instead of improving processes.

How software reveals operational loss

When cases, actions and costs live in different spreadsheets, impact is hard to reconstruct. Konvéz Quality connects nonconformities, actions, suppliers, documents and indicators, enabling the team to track cost by failure type and verify whether improvement reduced loss and recurrence.

Sources

Measuring cost of poor quality is not about producing an alarming number. It makes waste comparable, supports prioritization and demonstrates whether improvement returned capacity and value to the business.

Frequently asked questions

What is the cost of poor quality?

It is the cost caused by internal and external failures, including rework, scrap, reinspection, returns, warranty, extra freight, investigation and complaint handling.

How do you calculate cost of poor quality?

Add traceable internal and external failure costs for the period. Divide the total by revenue, operating cost or processed volume to compare trends.

What is the difference between cost of quality and cost of poor quality?

Cost of quality includes prevention, appraisal and failure costs. Cost of poor quality covers the internal and external failure portion.