How to Appropriately Group Participants from a 5-Point Experience Scale for Analysis

When analyzing survey data that uses a 5-point experience scale (e.g., “No Experience” to “Expert”), grouping participants effectively is crucial to derive meaningful insights. Proper grouping ensures clarity, reduces noise, and allows for targeted strategies based on participant experience levels. This article explores the steps, considerations, and best practices for grouping participants appropriately. Understanding...

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From the Dawn of UX to the Future: The Journey and the Critical Role of UX in AI, UPP, and Beyond

Introduction UX has evolved significantly since its inception, transforming from a niche discipline to a modern design and technology cornerstone. What began as an effort to make tools and interfaces more intuitive has now expanded to encompass personalized, data-driven, and AI-enhanced experiences. As the digital landscape becomes increasingly complex, UX has emerged as a...

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