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Module 5 of 12

Module 5 — Inspector Consistency and Decision Reliability

Evaluate repeatability, agreement and error risk before trusting inspection trends or learner judgments.

What you will be able to do

Write a defect definition another inspector can apply. Distinguish within-inspector repeatability from between-inspector agreement. Calculate agreement and class-specific error rates from a confusion table. Distinguish a change in inspection behavior from a change in production.

The practical work

Practical DEFINITION-BOUNDARY: Create and adjudicate a physical defect reference set. Practical BLIND-ATTRIBUTE-STUDY: Run a small blind garment agreement study.

Prerequisite: Module 4 quiz passed (6 of 8). Basic spreadsheet use (sort, filter, sum, average).

Lessons written for this module

  1. 1. Operational definitions and boundary samples
  2. 2. Design a blind repeated inspection study
  3. 3. Agreement, false acceptance and false rejection
  4. 4. Calibration, drift and evidence-based retraining

Guided real-garment practicals

Done with a trainer on real garments. Each has a printable worksheet with a separate trainer section. Submit each practical digitally from its worksheet page; a trainer scores it. Both practicals in this module must be trainer-approved (75% or more, critical points met) before the next module opens; all 24 practicals and an observed capstone are required for course completion.

Module quiz — 6 of 8 correct (75%) to pass

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Course completion and certificate status

Completion needs all 12 module quizzes (6 of 8 each), all 24 practicals approved by a trainer, an observed and approved capstone (15 of 20, critical gates met) and the 20-question final (15 of 20). It is a NOSK.LIFE course completion record, not external accreditation. When every requirement is met you can download your certificate from the student portal. Lesson reading is saved on this device, and to your account when you are signed in, as a reading record only.

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