SynthesisThe Cochrane database of systematic reviews2023
Impact of active placebo controls on estimated drug effects in randomised trials: a systematic review of trials with both active placebo and standard placebo.
Synthesis in The Cochrane database of systematic reviews, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 7 syntheses or guidelines pooled it, 12 citations in OpenAlex.
- Ginger-based formulations for allergic rhinitis disease: a systematic review and meta-analysis of experimental studies in animals and humans.Pharmaceutical biology · 2026Pooled it
- Assessing the Impact of Interdisciplinary Multimodal Pain Treatment on Health-Related Quality of Life in Chronic Pain: A Systematic Review and Meta-Analyses.European journal of pain (London, England) · 2026Pooled it
- Biomarkers in ALS trials: from discovery to clinical utility.Frontiers in neuroscience · 2025Pooled it
- Effects of fecal microbiota transplantation on glycemic and lipid profiles in overweight or obese patients with metabolic disorders: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Psychedelic-assisted therapy for treating anxiety, depression, and existential distress in people with life-threatening diseases.The Cochrane database of systematic reviews · 2024Pooled it
- Risk of bias in randomized clinical trials on psychedelic medicine: A systematic review.Journal of psychopharmacology (Oxford, England) · 2023Pooled it
- Methylphenidate for children and adolescents with attention deficit hyperactivity disorder (ADHD).The Cochrane database of systematic reviews · 2023Pooled it
- Can Machines Identify Pain Effects? A Machine Learning Proof of Concept to Identify EMG Pain Signature.Bioengineering (Basel, Switzerland) · 2026Article
- Article
- SPIRIT 2025 explanation and elaboration: updated guideline for protocols of randomised trials.BMJ (Clinical research ed.) · 2025Article
- Oral Intake ofBiomedicines · 2025Article
- A reflection on paradigmatic tensions within the FDA advisory committee for MDMA-assisted therapy.Journal of psychopharmacology (Oxford, England) · 2025Article
- Role of vitamin D in the development and progression of diabetic kidney disease: an overview of meta-analyses.Therapeutic advances in endocrinology and metabolism · 2025Review
- What should constitute a control condition in psychedelic drug trials?Nature. Mental health · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 7 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAn estimated 60% of pharmacological randomised trials use placebo control interventions to blind (i.e. mask) participants. However, standard placebos do not control for perceptible non-therapeutic effects (i.e. side effects) of the experimental drug, which may unblind participants. Trials rarely use active placebo controls, which contain pharmacological compounds designed to mimic the non-therapeutic experimental drug effects in order to reduce the risk of unblinding. A relevant improvement in the estimated effects of active placebo compared with standard placebo would imply that trials with standard placebo may overestimate experimental drug effects.
objectivesWe aimed to estimate the difference in drug effects when an experimental drug is compared with an active placebo versus a standard placebo control intervention, and to explore causes for heterogeneity. In the context of a randomised trial, this difference in drug effects can be estimated by directly comparing the effect difference between the active placebo and standard placebo intervention. SEARCH
methodsWe searched PubMed, CENTRAL, Embase, two other databases, and two trial registries up to October 2020. We also searched reference lists and citations and contacted trial authors. SELECTION CRITERIA: We included randomised trials that compared an active placebo versus a standard placebo intervention. We considered trials both with and without a matching experimental drug arm. DATA COLLECTION AND ANALYSIS: We extracted data, assessed risk of bias, scored active placebos for adequacy and risk of unintended therapeutic effect, and categorised active placebos as unpleasant, neutral, or pleasant. We requested individual participant data from the authors of four cross-over trials published after 1990 and one unpublished trial registered after 1990. Our primary inverse-variance, random-effects meta-analysis used standardised mean differences (SMDs) of active versus standard placebo for participant-reported outcomes at earliest post-treatment assessment. A negative SMD favoured the active placebo. We stratified analyses by trial type (clinical or preclinical) and supplemented with sensitivity and subgroup analyses and meta-regression. In secondary analyses, we investigated observer-reported outcomes, harms, attrition, and co-intervention outcomes. MAIN
resultsWe included 21 trials (1462 participants). We obtained individual participant data from four trials. Our primary analysis of participant-reported outcomes at earliest post-treatment assessment resulted in a pooled SMD of -0.08 (95% confidence interval (CI) -0.20 to 0.04; I AUTHORS'
conclusionsWe did not find a statistically significant difference between active and standard placebo control interventions in our primary analysis, but the result was imprecise and the CI compatible with a difference ranging from important to irrelevant. Furthermore, the result was not robust, because two sensitivity analyses produced a more pronounced and statistically significant difference. We suggest that trialists and users of information from trials carefully consider the type of placebo control intervention in trials with high risk of unblinding, such as those with pronounced non-therapeutic effects and participant-reported outcomes.
Indexed as
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.