Large group decision-making incorporating decision risk and risk attitude: A statistical approach

•Propose a novel large group decision-making method from statistical perspective.•Utilize statistics concept to measure and reduce decision risk.•Take into account risk attitudes of DMs throughout the decision-making process.•Use a case, comparison and sensitivity analyses to testify the validity of the method.