Table 1.
Recommendation | Absolute frequency |
Relative frequency (%) |
Adequate choice of sample size | 41 | 68 |
Blinding of outcome assessment | 41 | 68 |
Choice of statistical methods for inferential analysis | 38 | 63 |
Randomised allocation of animals to treatment | 38 | 63 |
Concealed allocation of treatment | 31 | 52 |
Recording of the flow of animals through the experiment | 31 | 52 |
A priori statements of hypothesis | 30 | 50 |
Selection of appropriate control groups | 29 | 48 |
Characterisation of animal properties at baseline | 28 | 47 |
Addressing confounds associated with setting | 23 | 38 |
Definition of outcome measurement criteria | 23 | 38 |
Reporting on genetic background | 23 | 38 |
Matching or balancing sex of animals across groups | 20 | 33 |
Degree of characterisation and validity of outcome | 19 | 32 |
Consistency of outcome measurement | 18 | 30 |
Monitoring emergence of confounding characteristics in animals | 18 | 30 |
Precision of effect size | 18 | 30 |
Study of dose–response relationships | 18 | 30 |
Addressing confounds associated with experimental setting | 17 | 28 |
Establishment of primary and secondary end points | 17 | 28 |
Reporting on breeding scheme | 16 | 27 |
Assessment of outcome at late/relevant time points | 15 | 25 |
Independent replication | 15 | 25 |
Matching or balancing treatment allocation of animals | 15 | 25 |
Specification of unit of analysis | 15 | 25 |
Randomisation for analysis | 14 | 23 |
Replication in different species or strains | 14 | 23 |
Standardised handling of animals | 14 | 23 |
Addressing confounds associated with anaesthesia or analgesia | 13 | 22 |
Replication in different models of the same disease | 13 | 22 |
Addressing confounds associated with treatment | 12 | 20 |
Management of conflicts of interest | 11 | 18 |
Treatment response along mechanistic pathway | 11 | 18 |
Interstudy standardisation of experimental design | 10 | 17 |
Assessment of multiple manifestations of disease phenotype | 9 | 15 |
Use of multiple time points measuring outcomes | 9 | 15 |
Definition of treatment | 8 | 13 |
Interstudy standardisation of end point choice | 8 | 13 |
Pharmacokinetics to support treatment decisions | 8 | 13 |
Randomised distribution of animals in the animal facilities | 8 | 13 |
Use of validated assay for molecular pathways assessment | 8 | 13 |
Faithful delivery of intended treatment | 7 | 12 |
Addressing treatment interactions with clinically relevant comorbidities | 6 | 10 |
Any additional elements that do not fit in the list above | 6 | 10 |
Comparability of control group characteristics to those of previous studies | 6 | 10 |
Critical appraisal of literature or systematic review during design phrase | 6 | 10 |
Define programmatic purpose of research | 6 | 10 |
Replication at different ages | 6 | 10 |
Replication using variations in treatment | 5 | 8 |
Optimisation of complex treatment parameters | 4 | 7 |
Replication at different levels of disease severity | 4 | 7 |
Research within multicentre consortia | 4 | 7 |
Preregistration of study protocol and analysis procedures | 3 | 5 |