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Publishing reproducible research would disincentivize fraud by providing a clear way to expose fraud, and could tend to benefit other researchers in the field,
by dmckeon 3y ago
Publishing reproducible research would disincentivize fraud by providing a
clear way to expose fraud, and could tend to benefit other researchers in
the field, by effectively sharing specific methods as well as results.
Incentivizing reproducibility would be hard as a grassroots effort,
but would be enforcible if it were tied to funding. Even if only a
small percentage of published studies were reproduced, and only a small
percentage of them were found to be fraudulent, the disincentive for
fraud would be present. We do not need more Andrew Wakefields.
> Effective checks would basically mean science costs 2x as much.
By that logic, we would need to enforce speed limits by having one
police cruiser following every driver.