Orley Ashenfelter, Janet Currie, Henry S. Farber, Matthew Spiegel, An Experimental Comparison of Dispute Rates in Alternative Arbitration Systems, Econometrica, Vol. 60, No. 6 (Nov., 1992), pp. 1407-1433
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Ashenfelter et al. (1992) studied this question.