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  1. Novice vs. Expert Users - Nielsen Norman Group

  2. Expert vs Novice Users in Interface Usability Testing - LinkedIn

  3. (PDF) Expert and Novice User Differences and ... - ResearchGate

  4. Five Stages of Acquiring Expertise - Novice to Expert

  5. Designing for Novices & Experts, Part 1 - Medium

  6. Flexibility and Efficiency of Use (Usability Heuristic #7)

  7. 10 Usability Heuristics for User Interface Design - Nielsen …

  8. Classifying users into beginners, intermediate, experts

  9. Defining the novice user. - APA PsycNet

  10. Expert and Novice User Differences and Implications for Product