Measurement System Analysis (MSA) Using Microsoft Excel (Udemy.com)
Learn Measurement Systems Analysis: Bias, Stability, Linearity, Repeatability and Reproducibility using Excel templates
Created by: Ray Harkins
Last updated May 2026
What you will learn
- Explain the purpose and importance of Measurement Systems Analysis (MSA) in quality and manufacturing environments.
- Describe key MSA concepts including bias, repeatability, reproducibility, stability, and linearity.
- Use Microsoft Excel to analyze measurement data using tools such as the Analysis ToolPak and built-in functions.
- Perform bias analysis and calculate correction factors for measurement systems.
- Evaluate measurement stability over time using control charts and trend analysis.
- Conduct linearity studies to determine if measurement accuracy is consistent across the measurement range.
- Calculate repeatability and reproducibility (R&R) using the Range, Average and Range, and ANOVA methods in Excel.
- Interpret key metrics from R&R studies, including % contribution, number of distinct categories, and total variation.
How it compares
Against the other 1,210 rated Udemy courses in Business on CourseDuck:
- Rating4.4 out of 5higher than 27% of them
- Reviews197#944 of 1,211 by number of reviews
- Length3.7 hourslonger than 59% of them
- Last updatedMay 2026more recently than 70% of them
Course Description
Accurate measurements are the foundation of effective decision-making in manufacturing, quality, and engineering. But how do you know your measurements can be trusted?
This hands-on course takes you from the foundations of Measurement Systems Analysis (MSA) through intermediate statistical techniques, using Microsoft Excel as your analytical tool. You’ll learn how to evaluate bias, repeatability, reproducibility, stability, linearity, and attribute agreement using real examples and downloadable Excel templates.
No previous statistics training? No problem. Each concept is broken down in plain language, and all Excel tools—including the Analysis ToolPak—are clearly explained as you go.
You’ll also receive a downloadable glossary of MSA terminology, practice exercises, and ready-to-use Excel templates to help you apply what you’ve learned immediately.
Whether you're improving a measurement process, validating a new gage, or preparing for an audit, this course will give you the tools and practical skills you need to ensure your measurement system is reliable, consistent, and audit-ready.
What you'll learn
Understand the core principles of Measurement Systems Analysis (MSA) and why it's critical to quality and reliability
Evaluate measurement bias, stability, linearity, repeatability, and reproducibility using real-world data
Perform Gage R&R studies using the Range, Average & Range, and ANOVA methods in Microsoft Excel
Use Excel’s Analysis ToolPak and built-in functions to run statistical tests and interpret results confidently
Analyze attribute measurement systems using Cohen's Kappa, Fleiss' Kappa, and the Cross Tab method
Interpret key MSA outputs such as %GRR, number of distinct categories (NDC) and control limits
Identify sources of measurement system variation and take action to improve data quality
Apply statistical decision-making tools in a manufacturing, quality, or engineering context
Course Includes:
4 hours of on-demand video
All Excel templates used in the course
Printable glossary of MSA terms
Practice exercises and worked examples
Certificate of Completion from Udemy
LIFETIME ACCESS to the course contents
Q&A access to industry experts
Who this course is for
This course is designed for professionals responsible for the accuracy and consistency of measurement data, including:
Quality Engineers and Quality Technicians
Manufacturing and Process Engineers
Supplier Quality and Reliability Engineers
Metrology and Calibration Technicians
Lean Six Sigma Belts and Continuous Improvement Professionals
Production Supervisors, Managers, and Analysts who rely on measurement data to make decisions
Whether you're running your first Gage R&R or seeking a more practical approach to MSA, this course gives you the tools and confidence to do it right. Enroll today!
Instructor Details
- 4.4 Rating
197 Reviews
Ray Harkins
Ray Harkins is a senior manufacturing leader, educator, and founder of The Manufacturing Academy, with more than 30 years of experience in manufacturing engineering, quality engineering and management, and operations leadership. He currently serves as a General Manager in manufacturing, overseeing operations, quality, engineering, and continuous improvement while remaining actively engaged in solving the day-to-day challenges faced by manufacturers.
After beginning his career in manufacturing engineering, Ray expanded into quality and operations leadership, working alongside leading industry professionals throughout North America and Japan and touring hundreds of manufacturing facilities. These experiences shaped his belief that manufacturing professionals deserve practical training that they can immediately apply to improve quality, productivity, and their careers.
That philosophy has guided the development of more than 60 online courses covering Lean Six Sigma, Statistical Process Control, Supply Chain Analytics, Manufacturing Leadership, Reliability Engineering, and Operations Management. His courses are used by individual professionals and corporate training departments worldwide and have helped more than 140,000 students build practical skills and advance their careers.
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Reviews
By Asya Ivanova on 10/30/2025
Very practical course and straight to the point. The resources are great as well. Thank you to both instructors!
By Syntax Error on 7/7/2025
I am not sure if my hearing is failing, the course audio is poor, or if certain statements could be better, more clearly articulated (like I believe you would, Ray).
By Anoosha - Ext Deshpande on 2/5/2025
The session was very helpful
By Melchor V. Jada-ong on 1/15/2025
It was explained very well ,,,Thank you much.
By Alejandro Enriquez Mena on 12/23/2024
Esta siendo muy util para desarrollar mejor mi trabajo en la industria
By Clemente Gutiérrez Loera on 10/5/2024
Very good course. It was well explained with details.
By Anonymized User on 10/26/2023
Thanks Great Info.
By Izzuan Shahadan Bin Ishak on 10/14/2023
As a QA Tech, I think this course has simplify every topic well. There are so many course of MSA. But, the duration is more than 5 hours. Sometimes, I feel sleepy to finish the course. In this, course I finally succeed to finish and grab the understanding all of the topics. Thanks.
By Lori Saponaro on 6/15/2023
Basically just reading to us. Not taught by Ray Harkins. Instructor's monotone reading was not as engaging as most Ray Harkin's lectures
By Mellissa Hylton on 4/2/2023
This class is great for teaching the math behind MSA!
Quality Score
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Overall Score : 88 / 100












