Turkish bank efficiency: Bayesian estimation with undesirable outputs

► We present a new approach to analyze bank efficiency with undesirable outputs. ► We show that the model estimation without bad outputs can be biased. ► Turkish banks experienced a positive productivity change. ► The efficiency change was on average negative over the entire period. ► The restructuring and consolidation program might not have been fully materialized.