it will, if you require that the data is shared and can be analyzed by another group. In some cases it will slow down the progress initially, but I think in the long term we would be getting much better results.
I come from a field where something isn't a reproduced until it's also found in an entirely different study on a different population.
Neuroscience is particularly horrendous about this.
This would be a good first step. "Photoshop for biologists" (as a workshop) is very much a thing.