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Hidden Patterns, Hidden Failures: The Importance of Mixture Models (such as GMM) in User-Centered Studies
Picture this: you’re analyzing customer feedback and everything seems to point to a single average sentiment. You conclude that most...
Mohsen Rafiei
Jan 131 min read
21 views
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Why Ignoring Bayesian Statistics Could Be Your Biggest UX Mistake
In my statistics courses, I always emphasize that whether you want to be a UX researcher, a Human Factors specialist, a cognitive...
Mohsen Rafiei
Jan 132 min read
23 views
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Stop Guessing: How to Figure Out Participant Numbers for Your UX and HF studies
In my courses requiring individual projects, students often ask how many participants they need. They expect a simple answer like “20” or...
Mohsen Rafiei
Jan 132 min read
21 views
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HF/UX People, Have You Checked Your Real Outliers in Your Data? If Not, Revisit Your Results ASAP
During my postdoc, I worked on evaluating how people interacted with Adidas wearable equipment. Most participants followed expected...
Mohsen Rafiei
Jan 132 min read
3 views
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From “What Happened” to “Why It Happened”: Unlocking the Power of Maximum Likelihood Estimation in HF and UXR
In one of my recent projects, I used eye-tracking technology to measure pupil dilation as an indicator of cognitive load during a complex...
Mohsen Rafiei
Jan 132 min read
3 views
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How Predictive Models Are Revolutionizing HF and UX Research: A Short Introduction
I was working on a project to better understand player engagement in a video game, but I kept running into a major challenge: how could I...
Mohsen Rafiei
Jan 132 min read
4 views
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Understanding the Differences Between Frequentist Vs. Bayesian Structural Equation Modeling (SEM) for UX/HF studies
Due to the many questions I got about Structural Equation Modeling, I decided to write about its different types and when you should use...
Mohsen Rafiei
Jan 132 min read
1 view
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Why Mixed-Effects Models Are a Must-Have for UX Research
When it comes to analyzing UX data, mixed-effects models are like the secret weapon you didn’t know you needed. Sure, ANOVA is great for...
Mohsen Rafiei
Jan 132 min read
4 views
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Beyond Regression: Why Structural Equation Modeling (SEM) is a Game Changer for UX Research
In user experience research, the tools we choose can shape the depth and clarity of our findings. Regression analysis, a reliable...
Mohsen Rafiei
Jan 132 min read
9 views
0 comments
Bootstrapping for UX Researchers 101: What to Do When Your Data Isn’t Perfect
What do you do when your sample size is small, you don’t have time to gather more data, or your data doesn’t follow a normal...
Mohsen Rafiei
Jan 132 min read
5 views
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Cracking the Code of Small Sample Sizes in UX and Human Factors: Lessons from the Lab
Working with small sample sizes in UX and human factors research can feel like navigating a maze with limited tools. I’ve faced this...
Mohsen Rafiei
Jan 132 min read
7 views
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Why UX Research Falls Short—and How Medicine Can Show the Way
In today's fast-paced technological landscape, companies pour millions into developing products that not only function flawlessly but...
Mohsen Rafiei
Oct 6, 20245 min read
38 views
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Mastering Game Difficulty Through Psychophysics
Designing the perfect difficulty level is one of the most significant challenges in creating a compelling video game. If a game is too...
Mohsen Rafiei
Sep 30, 20244 min read
13 views
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Cognitive Tuning in Video Games: Why Modern Methods Are Essential for Industry Success
Video games have become an integral part of modern life, shaping how we connect, relax, and interact with technology. They're no longer...
Mohsen Rafiei
Sep 29, 20244 min read
41 views
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Common Statistical Errors Committed by UX Researchers
When evaluating data or developing conclusions, UX researchers may make statistical errors. Being aware of these common errors and...
Mohsen Rafiei
Apr 5, 20231 min read
13 views
0 comments


Love at First Sight: Unraveling the Impact of Emotions on User Experience Transformation
As a cognitive psychologist focusing on user experience research, I've always been fascinated by the dynamic interplay between human...
Mohsen Rafiei
Apr 3, 20232 min read
5 views
0 comments


Bayesian vs. Frequentist Statistics: Deciding on the Best Approach for Your UX Studies
Statistics provides a plethora of tools and strategies for extracting insights from data. Bayesian statistics and frequentist statistics...
Mohsen Rafiei
Apr 2, 20233 min read
62 views
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