A new methodology to identify appropriate indicators is proposed.
An improved approach is developed to evaluate car sharing options.
Twenty-four indicators are identified for the evaluation of car sharing options.
Consistency index check of the comparison matrix is carried out.
Sensitivity analysis experiments are conducted to find the effect of indicators.