Forewarned Is Forearmed: The Single- and Dual-Brain Mechanisms in Detectors from Dyads of Varying Social Distance during Deceptive Outcome Evaluation

This work was supported by the Natural Science Foundation of Hebei Province (C2025209005); The Social Science Foundation of Hebei Province (HB24JY027); The Key Project of Hebei Provincial 14th Five-Year Plan for Educational Science Research: “Contextual factors regulate deceptive behaviors in interpersonal interaction and its coping strategies” (2402040); The Hebei Provincial Graduate Demonstration Course Construction Project (KCJSX2025055); The 2023 Hebei Province Innovation and Entrepreneurship Course Construction - “Management Psychology”; Tangshan science and technology planning project (24130226C); The post-project funding for humanities and social sciences in North China University of Science and Technology (2024SKHQ10, 2024SKHQ16); The Medical Science Research Project of Hebei Provincial Health Commission (20251017) and The Graduate Student’s Innovation Fund of North China University of Science and Technology (2025S29).