Table 43.2Study features to consider to minimize placebo effects and increase the assay sensitivity (identifiable
difference between the treatment and control groups) in the design of a placebo-controlled clinical trial.
Protocol element Criteria Considerations ImplicationsPatient factors Disease duration Patients with a short disease duration may
have increased likelihood of experiencing a
marked decrease in signs due to natural
waxing and waning of chronic disease [1]Increased placebo
effectDisease duration Defining an upper limit may eliminate patients
with refractory conditions that are less likely to
respond to an investigational interventionIncreased treatment
effectDisease severity Defining minimum baseline outcome measure
scores (pain, function, gait, etc.) is necessary
for performance of a responders’ analysis (RA)RA is required for
registration studies
[2]
Disease severity Mildly affected patients may regress to
negligible signs due to natural history of
disease [1]Increased placebo
effectDisease severity Greater severity may be associated with larger
treatment effectsIncreased treatment
effect
Stable body weight Dogs on a weight reduction program can have
improved outcomes, confounding a study [3]Increased placebo
effect
Prior treatment
responseAnimals that have not responded to prior
treatments may be excluded as they may be
less likely to respond to the intervention under
studyMaximize treatment
effectsStudy design
factorsTime between
screening and
baseline data
collectionDelaying baseline data collection until after
the screening visit can combat the tendency
for owners to seek out a research study when
their pet’s condition is at its worst and
therefore may regress with time without
intervention [1]Minimize placebo
effectsPlacebo run-in
periods [4,5]Pre-randomization, blinded participants are
prescribed placebo. Placebo ‘responders’ are
exited from the study prior to randomizationMinimize placebo
effectsTreatment run-in
period [6]Pre-randomization, blinded participants are
prescribed an active treatment. Treatment
‘non-responders’ are exited from the study
prior to randomizationMaximize treatment
effectsNumber of groups Fewer treatment groups (2–3) may reduce
expectations that subjects are receiving an
active treatment [7]Minimize placebo
effectsType of
interventionIntra-articular and topical placebo
interventions may be associated with greater
responses than oral placebo [8]Sample sizes
increasedSite factors Number of sites Use the minimum number of sites needed for
recruitment goals in order to decrease data
variability and a greater potential for placebo
group improvement [9]Minimize placebo
effectsStudy personnel
trainingExpectations can influence active treatment
and placebo group improvement. Training
protocols should be developed to manage
expectations; increase understanding of trial;
and increase the likelihood of reliable data
collection [7]Minimize placebo
effects
Maximize treatment
effectsReferences.1.Barnettet al. 2005; 2. Brownet al. 2013a; 3. Wuchereret al. 2013; 4. Daviset al. 1995; 5. Sullivanet al.
2009; 6. Furlanet al. 2011; 7. Dworkinet al. 2012; 8. Bannuruet al. 2015; 9. Hauser ̈ et al. 2011.