Descriptive Panel Leadership:  Choose and Apply Scales for Consistent Sensory Data

Learn to define scaling, evaluate scale types, and recognize how various factors influence accurate panel scoring.

This on‑demand module explores how scaling—the quantitative backbone of descriptive analysis—affects panel data quality. You’ll begin by learning what scaling means in sensory evaluation, then move on to identifying and comparing various scale types, including the advantages and drawbacks of each. Finally, the course helps you identify when to apply universal versus calibrated scales and spot common scale issues with strategies to address them—all with the aim of producing actionable, reproducible data.
By the end of this module, you will be able to:
  • Define what “scaling” means in the context of descriptive analysis
  • Identify different types of sensory scales and describe the advantages and disadvantages of each
  • Identify appropriate situations for using universal or calibrated scales in your sensory protocols
  • Identify common factors that influence scale usage and explain ways to address them
This focused content equips you with the knowledge and tools to integrate scaling practices with precision into your sensory panel protocols, without unnecessary complexity.

  • 100% Online and Flexible

    Start as soon as you enroll and learn at your own pace!

  • 30-Minute Course

    Broken into 4 sections.

  • Certificate of Completion

     Earn and download a certificate upon completion.

  • Practice Sheets & Summary

     Included free of charge.

Start Your Journey Today.

NOTE: This course is part of our Descriptive Panel Leadership on-demand series. Check out our all-inclusive bundle of nine panel leadership courses, or our smaller bundles focusing on panel development or panel data. 
Need a Custom Solution? Contact Us! We can build a custom bundle based on your needs!

Developed by Industry Experts

This self-paced course has been meticulously crafted by leading experts in sensory evaluation, ensuring a comprehensive and authoritative learning experience. Our development team includes:
Gail Vance Civille
Founder of Sensory Spectrum, Inc.
A pioneer in sensory science and founder of Sensory Spectrum, Inc., Gail brings decades of experience and is renowned for creating the Spectrum Method™.
Joanne Seltsam
Director of Training & Education
Serving as the Director of Training and Education, Joanne has co-authored influential works on sensory evaluation methodologies, contributing to the advancement of the field.
By enrolling in this course, you gain access to the collective knowledge and insights of these distinguished professionals, equipping you with the foundational skills essential for success in sensory evaluation.

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