A stochastic bi-objective supply chain design model for supply of blood in disasters. Considering efficiency (cost) and effectiveness (delivery time) goals. Modeling effort motivated by real world parameters, variable and constraints. A solution approach combining ε-constraint and Lagrangian relaxation methods. Managerial insights and practical implications obtained from the numerical results.