...Chaoya Zhao Purpose This study aims to examine the effect of voluntary supply chain transparency on audit fees in China’s non-mandatory disclosure setting, investigate the mechanisms through which transparency reduces audit costs and test the heterogeneity of this effect under dual preconditions...