Service allocation equity in location coverage analytics

•Recognition that facility workloads often vary significantly in coverage models.•Approaches are proposed to address facility workload balancing.•Evaluation raises questions on the appropriateness of approximation approaches.•Computational challenges highlight the need for an efficient solution method.