Data Collection and Root Cause Analysis
Completed by Edgard De Araujo
June 28, 2025
7 hours (approximately)
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What you will learn
Define data requirements to gather relevant data from the process using appropriate data collection methods.
Calculate baseline process performance metrics based on the collected data.
Analyze data for variations and use data analysis tools and techniques to identify the root causes for the problem or variation.
Skills you will gain
- Category: Statistical Hypothesis Testing
- Category: Root Cause Analysis
- Category: Statistical Methods
- Category: Business Process Improvement
- Category: Operational Efficiency
- Category: Correlation Analysis
- Category: Quantitative Research
- Category: Data Analysis
- Category: Statistics
- Category: Process Improvement
- Category: Statistical Inference
- Category: Probability & Statistics
