Descriptive Panel Leadership - Essential Test Control Strategies for Accurate Panel Results
Test controls play a critical role in ensuring the accuracy, consistency, and interpretability of descriptive panel data. In this self-paced course, you'll explore five foundational best practices—known as the 5 S’s: Site, Subjects, Samples, Sensory Methods, and Statistics—that support effective test design and execution.
Through real-world examples and interactive questions, you’ll examine how to avoid common pitfalls and apply these practices to your own panel work.
By the end of this course, you will be able to:
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100% Online and Flexible
Start as soon as you enroll and learn at your own pace! -
60-Minute Course
Broken into 8 sections. -
Certificate of Completion
Earn and download a certificate upon completion. -
Practice Sheets & Summary
Included free of charge.



