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. 2017 Aug 31;39(1):21–25. doi: 10.1093/carcin/bgx085

Table 1.

Categories of scientific rigor

Rigor level Name Description Outcome
Rigor L6 Insidious rigor Scientist purposely engages in falsifying data from initial grant review to publication Misleading
Misconduct
Possibly criminal
Rigor L5 Creative rigor Scientist deliberately targets or avoids targets where rigor need to be applied; shows best results to support hypothesis; cherry-picking data Misleading
Low chance of reproducibility
Rigor L4 Careless rigor Scientist randomly applies rigor only when necessary or if asked to (e.g. verify cell lines) Modest chance of reproducibility
Rigor L3 Selective rigor Scientist applies rigor where their experience dictates it necessary. Logic. Good chance of reproducibility
Rigor L2 Careful rigor Scientist carefully applies rigor High chance of reproducibility
Rigor L1 Enduring rigor Results are independently repeated Reproducible