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Han-Xi Huang

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Open access Aug 2026

A continuous honesty index for predicting honest behaviour from demographic factors: a reanalysis controlling for data leakage

We construct a continuous Honesty Index (HI), which combines the frequency and sequentiality of dishonest acts to capture variation that is lost in binary classifications. Demographic and socioeconomic data for 188 participants were paired with behavioural data from a coin-toss prediction task. We tested five algorithm...

Zhi-Tong Zhang, Yu Meng, Yihan Chen et al. · 0 citations

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