A new distance-based total uncertainty measure in the theory of belief functions.

•A new total uncertainty measure in evidence theory is proposed.•The new measure is directly defined in the evidential framework.•The new measure is not a generalization of those in the probabilistic framework.•The belief intervals and distance metric are used for the new measure’s design.•The new measure has no drawbacks in traditional ones and has desired properties.