When traditional root cause analysis methods like 5-Whys and Fishbone diagrams fall short, our Advanced Root Cause Analysis Training equips you with the skills to go further. Through hands-on learning, you’ll master statistical techniques such as regression and decision trees to uncover complex relationships and address challenging issues with precision. This blended learning program emphasizes practical applications, guiding you step-by-step through advanced RCA methods for deeper, data-driven insights.
As part of this training, you’ll gain access to EngineRoom, our powerful statistical analysis software designed specifically for quality and process improvement. With 60 days of full access included, you’ll be able to apply advanced RCA techniques, run analyses, and deepen your understanding of real-world applications long after the course ends.
Advanced Root Cause Analysis Training Sessions
January 16, 2025
Session 1: Advanced RCA Overview
- Explore limitations of traditional RCA methods (5-Whys, Fishbone)
- Introduction to advanced methods: Regression and Decision Trees
- Data-driven insights for complex problem-solving
- Real-world case studies showcasing advanced RCA success
January 23, 2025
Session 2: Hands-on Regression Analysis
- Foundations of simple and multiple regression in RCA
- Uncovering relationships in data for root cause analysis
- Hands-on software demonstration (EngineRoom & Excel)
- Interactive regression analysis challenge using real data sets
February 6, 2025
Session 3: Classification and Regression Trees
- Introduction to Decision Trees: Classification and Regression Trees (C/RT)
- Practical application for investigating process failures
- Case study analysis with a step-by-step demonstration
- Hands-on exercise: Build and interpret decision trees for RCA scenarios
Maximize Your Data Analysis Skills with EngineRoom®
Included in your training, you'll receive full access to EngineRoom, our comprehensive data analysis and statistical software designed specifically for quality and process improvement professionals. With 60 days of unlimited access, you can dive deep into EngineRoom's powerful features, exploring tools and techniques that enhance your analytical skills.
- Comprehensive Data Analysis: Utilize an extensive suite of tools, including statistics, diagramming, documentation and process modeling.
- Process Playground: Experiment and simulate scenarios to see the impact of different process improvement techniques with EngineRoom's process modeling software.
- Smart Assistant: Hexie, our AI chatbot, can answer questions, help explain statistics and direct you to process improvement tools.
- 60-Day Access: Continue to explore and apply your learning with EngineRoom even after the course ends.
Ready to Get Started?
What's Included:
- Three interactive, hour-long sessions led by Peg Pennington, guiding you through advanced RCA techniques.
- 60-day full access to EngineRoom software, enabling hands-on practice with statistical tools such as regression and decision trees.
- Skills to identify limitations of basic RCA methods, apply advanced analysis techniques, and interpret complex data patterns using multiple regression and decision trees.
- Downloadable certificate of completion to showcase your expertise.
Learn from Industry Leaders
Our instructors are seasoned professionals with extensive backgrounds in their fields, combining academic expertise with real-world experience. Expect interactive sessions, hands-on application, and expert guidance tailored to your learning journey.
President • MoreSteam
Peg Pennington joined MoreSteam's executive team in 2018 and provides leadership to all company operations. Previously, Peg was the Executive Director of the Center for Operational Excellence at The Ohio State University. She will continue as an adjunct instructor of the Master of Business Operational Excellence ('MBOE') curriculum at Ohio State's Fisher College of Business. Before joining Ohio State, Peg served in a managerial role at Emerson Network Power.
Peg earned a bachelor's degree in finance from Michigan State University and an MBA from the University of Dayton.
Master Black Belt • MoreSteam Client Services
Kevin Keller is a professional statistician and quality professional with over 30 years of experience teaching, coaching, and leading Lean Six Sigma project teams from the shop floor to the enterprise levels. He began his career as a process engineer at Texas Instruments and then served in a Master Black Belt role at MEMC Electronic Materials for 15 years. Kevin advanced to manage quality systems for AB‐InBev and eventually accepted a Master Black Belt position for AB‐InBev's North American Zone. Kevin earned a BS in Chemical Engineering from Missouri University of Science and Technology and a Masters in Applied Statistics from The Ohio State University. He also is a certified Lean Six Sigma MBB.