According to the source, Columbia University researchers report that about 25% of Polymarket trading volume may be wash trading, indicating headline turnover can overstate true liquidity on the venue (source: Columbia University researchers). For trading, this implies using conservative slippage limits, emphasizing sustained order-book depth over raw volume, and adjusting backtests that rely on turnover to avoid inflated prints on Polymarket (source: Columbia University researchers).