How this tool computes its result
Takes four question-type counts (single-choice, multi-choice, open-ended, matrix/grid) and multiplies each by a fixed per-question time constant in seconds -- single-choice 8s, multi-choice 14s, open-ended 45s, matrix 25s -- sums them, and converts the total to minutes and seconds. A friction label is derived from three fixed bands on the raw total-seconds figure: <=180s "Low friction," <=360s "Moderate friction," anything above that "High friction -- consider shortening."
