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UXResearchBlog.com | UX Research


Emotional Metrics: How to Measure Confidence, Anxiety & Delight
By Philip Burgess | UX Research Leader Emotions shape how people experience the world, make decisions, and interact with others. Measuring emotions like confidence, anxiety, and delight can reveal valuable insights for personal growth, mental health, and even product design. But emotions are complex and often invisible. How can we capture and quantify these feelings in a meaningful way? This post explores practical methods to measure emotional states, focusing on confidence,

Philip Burgess
3 min read


Clickstream Metrics That Indicate Friction
Understanding how users interact with your website is crucial for improving their experience and increasing conversions. Clickstream data offers a detailed view of user behavior by tracking every click, scroll, and navigation path. However, not all clickstream metrics are positive. Some reveal points of friction where users struggle or hesitate, signaling areas that need attention. This post explores key clickstream metrics that indicate friction and how to interpret them to

Philip Burgess
3 min read


Measuring Trust in Digital Experiences: Metrics That Matter
By Philip Burgess | UX Research Leader Trust shapes every digital interaction. Whether users feel confident sharing personal data, making purchases, or engaging with content depends largely on how much they trust the platform. But trust is intangible. How can businesses measure it effectively? Understanding the right metrics helps companies build stronger relationships with users and improve their digital experiences. Dashboard showing key trust metrics in a digital platform

Philip Burgess
3 min read


CES (Customer Effort Score): Measuring Ease in Key Flows
By Philip Burgess | UX Research Leader When customers interact with a product or service, their experience often hinges on how easy it is to complete important tasks. The Customer Effort Score (CES) is a simple yet powerful metric designed to measure this ease. Unlike other customer satisfaction tools that focus on feelings or loyalty, CES zeroes in on the effort customers must put in to achieve their goals. Understanding and improving CES can lead to smoother experiences, hi

Philip Burgess
3 min read


CSAT (Customer Satisfaction Score): How UX Teams Should Use It
By Philip Burgess | UX Research Leader Customer Satisfaction Score (CSAT) is one of the most straightforward ways to measure how users feel about a product or service. For UX teams, CSAT offers a direct line to user sentiment, helping to identify what works and what needs improvement. But using CSAT effectively requires more than just collecting scores. It demands understanding its strengths, limitations, and how to integrate it into the design process. This post explores how

Philip Burgess
3 min read


NPS for UX: When It's Useful and When It Fails
By Philip Burgess | UX Research Leader Measuring user experience (UX) is crucial for creating products that satisfy and retain customers. One popular tool for this is the Net Promoter Score (NPS), a simple metric that asks users how likely they are to recommend a product or service. While NPS can offer valuable insights, it also has limitations that can mislead UX teams if not used carefully. This post explores when NPS works well for UX and when it falls short, helping you d

Philip Burgess
3 min read


Error Rate: A Simple Metric That Reveals Major Usability Problems
By Philip Burgess | UX Research Leader When users struggle with a product or service, the signs often show up in their mistakes. One of the clearest ways to spot these issues is by measuring the error rate . This simple metric can uncover major usability problems that might otherwise go unnoticed. Understanding and tracking error rate helps designers and developers create smoother, more intuitive experiences. What Is Error Rate and Why It Matters Error rate measures how often

Philip Burgess
3 min read


Time on Task: What It Really Tells You (and What It Doesn’t)
By Philip Burgess | UX Research Leader Understanding how much time someone spends on a task often seems like a straightforward way to measure productivity or engagement. But time on task can be misleading if taken at face value. It reveals some truths but hides others. This post explores what time on task really tells you, where it falls short, and how to use it wisely. Tracking time spent on a task with a timer and notes What Time on Task Measures Time on task simply records

Philip Burgess
3 min read


Enhancing UX Testing with Task Success Rate as a Key Behavioral Metric
By Philip Burgess | UX Research Leader User experience (UX) testing aims to understand how real users interact with a product and identify areas for improvement. Among the many metrics available, task success rate stands out as one of the most direct and reliable indicators of usability. It measures whether users can complete a specific task within a product, reflecting how intuitive and effective the design truly is. This post explores why task success rate matters, how to

Philip Burgess
3 min read
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