Ronald G. Ehrenberg, Panagiotis G. Mavros, Do Doctoral Students' Financial Support Patterns Affect Their Times-To-Degree and Completion Probabilities?, The Journal of Human Resources, Vol. 30, No. 3 (Summer, 1995), pp. 581-609
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Ehrenberg et al. (1995) studied this question.