research - Quantitative UX
A quantitative UX study comparing layout and navigation variants for critical payment tasks.
I designed a controlled usability experiment to evaluate how interface layout and navigation patterns affected payment task performance, then used statistical analysis to recommend a more efficient and convenient navigation model.
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