This appears to have been the rationale for moving away from the negative binomial.
The original model is basically a BEST model (with negative biniomials instead of t distributions), though it omits all the decision theoretic procedures (defining ROPEs, comparing HDIs to ROPEs, power analyses, etc.) that Kruschke layers on top of the actual estimation/inference.