Are Likert Scale Responses Interval Data? - The Friendly Statistician

Are Likert Scale Responses Interval Data? Have you ever considered how survey responses are categorized in research? In this informative video, we will clarify the distinctions between different types of data, specifically focusing on Likert scale responses. We'll begin by defining interval data and its characteristics, highlighting how it differs from other measurement scales. Understanding these concepts is essential for anyone involved in data analysis or research. Next, we will introduce Likert scales, commonly used in surveys to measure attitudes and opinions. You will learn how these scales work, the typical response options, and how they are often assigned numerical values to facilitate analysis. We will discuss how researchers approach the classification of Likert scale data, examining the debate over whether to treat these responses as ordinal or interval data. Additionally, we will explore the implications of this classification in statistical analysis, including the types of tests that can be applied to Likert scale data. We will also address the importance of being aware of the limitations associated with treating ordinal data as interval data. This video aims to provide clarity on how survey data is interpreted in research and the practical considerations involved in data analysis. Join us for this comprehensive discussion, and subscribe to our channel for more helpful information on measurement and data. ⬇️ Subscribe to our channel for more valuable insights. 🔗Subscribe: https://www.youtube.com/@TheFriendlyS... #DataAnalysis #LikertScale #IntervalData #OrdinalData #StatisticalTests #SurveyResearch #ResearchMethods #DataInterpretation #Statistics #SocialScience #QuantitativeResearch #DataMeasurement #SurveyDesign #DataClassification #ResearchAnalysis About Us: Welcome to The Friendly Statistician, your go-to hub for all things measurement and data! Whether you're a budding data analyst, a seasoned statistician, or just curious about the world of numbers, our channel is designed to make statistics accessible and engaging for everyone.