Measurement Systems Analysis

Programme Summary

Determine whether measurement systems are reliable enough for production decisions. Participants design repeatability and reproducibility studies, evaluate bias, linearity and stability, and examine agreement for attribute inspections. Practical exercises connect study results with product tolerances and process variation, enabling teams to identify unsuitable measurement arrangements and prioritise improvements before relying on inspection or process capability data.

Training Objectives

1 Connect measurement variation with quality decisions; 2 Design representative measurement system studies; 3 Evaluate variable and attribute measurement performance; 4 Interpret acceptance criteria in operational context; 5 Prioritise measurement system improvement actions.

Learning Outcomes

1 Prepare a gauge study sampling plan; 2 Interpret repeatability and reproducibility results; 3 Evaluate bias linearity and stability evidence; 4 Assess attribute inspection agreement objectively; 5 Recommend a justified measurement improvement action.

Target Audience

Quality Engineers; Process Engineers; Quality Managers; Production Supervisors; Continuous Improvement Specialists.

Target Industries

Automotive Manufacturing; Electronics Manufacturing; Industrial Equipment Manufacturing; Medical Device Manufacturing; Consumer Goods Manufacturing; Industrial Services.

Course Contents

• Module 1 Measurement System Purpose: Product decisions and process monitoring needs; Sources of measurement system variation; Accuracy precision and measurement suitability.
• Module 2 Study Planning: Representative parts operators and trials; Randomisation blinding and repeat measurements; Crossed nested and destructive study choices.
• Module 3 Variable Gauge Studies: Repeatability reproducibility and total variation; Analysis methods and interpretation assumptions; Part discrimination and study limitations.
• Module 4 Bias and Linearity: Reference values and measurement bias; Bias across the operating range; Corrective action and technical significance.
• Module 5 Stability and Resolution: Time based measurement stability checks; Instrument resolution and process discrimination; Environmental and setup influences.
• Module 6 Attribute Agreement: Reference standards and inspection definitions; Within and between appraiser agreement; Misclassification risks and improvement priorities.
• Module 7 Interpreting and Improving Performance: Tolerance versus process variation comparisons; Context specific acceptance and risk decisions; Method fixture training and equipment improvements.
• Module 8 Measurement Study Workshop: Reviewing a gauge study dataset; Assessing measurement fitness for decisions; Preparing a targeted improvement recommendation.

Assessment

• 40 single best answer questions, including applied scenarios; one mark per question.
• 60 minute invigilated digital examination with identity verification. Approved accessibility adjustments preserve the assessed competence.
• Supplied reference pack and calculator permitted; external internet and AI prohibited.
• Individual applied assessment (30 minutes): Evaluate a supplied gauge study and attribute agreement example, identify limitations and recommend whether the measurement system is suitable for its intended decisions.
• Assessment criteria: Appropriate study design interpretation; Correct measurement variation judgement; Practical improvement and acceptance reasoning.
• Pass each component separately: 30/40 written marks (75%) and at least 70% on the applied task.
• Individual results and feedback are provided. One reassessment may follow coaching under the published enrolment terms.

Certification

• Successful learners receive a TQCSI Arabia digital Certificate of Successful Completion.
• The certificate records the learner name, exact programme title, teaching hours, completion date and unique verification reference.
• Verified identity, full attendance and separate written and applied passes are required; all mandatory critical criteria must be met.
• Proposed issue target: within 30 calendar days of approved results and settlement of applicable fees.
• Records measurement system analysis skills; measurement acceptance and calibration authorisation remain organisation specific technical decisions.
• Attendance confirmation may record completed hours for unsuccessful learners; it does not certify successful completion.

Programme Profile

Number of daysNumber of daysNumber of days

222

Total teaching hoursTotal teaching hoursTotal teaching hours

12 hours; breaks, pre course work and formal final assessments excluded.12 hours; breaks, pre course work and formal final assessments excluded.12 hours; breaks, pre course work and formal final assessments excluded.

Delegates allowedDelegates allowedDelegates allowed

Maximum 16 delegates.Maximum 16 delegates.Maximum 16 delegates.

Training prerequisitesTraining prerequisitesTraining prerequisites

Basic statistics and experience with measurement or inspection are required. Spreadsheet competence and knowledge of relevant product tolerances are recommended.Basic statistics and experience with measurement or inspection are required. Spreadsheet competence and knowledge of relevant product tolerances are recommended.Basic statistics and experience with measurement or inspection are required. Spreadsheet competence and knowledge of relevant product tolerances are recommended.

Pre course assignment and assessmentPre course assignment and assessmentPre course assignment and assessment

Review a fictional measurement process for 30 minutes and identify operators, parts, equipment and environmental influences.Review a fictional measurement process for 30 minutes and identify operators, parts, equipment and environmental influences.Review a fictional measurement process for 30 minutes and identify operators, parts, equipment and environmental influences.

End of course assessmentEnd of course assessmentEnd of course assessment

40 question written exam (60 minutes) and individual applied task (30 minutes).40 question written exam (60 minutes) and individual applied task (30 minutes).40 question written exam (60 minutes) and individual applied task (30 minutes).

Passing criteriaPassing criteriaPassing criteria

75% written and 70% applied, passed separately; full attendance.75% written and 70% applied, passed separately; full attendance.75% written and 70% applied, passed separately; full attendance.