Haksoz (2018) argue that in some instances having less data actually improves the quality of decision making.
Haksöz, Ç., Katsikopoulos, K., and Gigerenzer, G. 2018. Less can be more: How to make operations more flexible and robust with fewer resources. Chaos: An Interdisciplinary Journal of Nonlinear Science, 28(6), pp.063102.