SynthesisAnnals of the rheumatic diseases2016
Examination of overall treatment effect and the proportion attributable to contextual effect in osteoarthritis: meta-analysis of randomised controlled trials.
Synthesis in Annals of the rheumatic diseases, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 19 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
93 citing papers in PubMed, 19 syntheses or guidelines pooled it, 206 citations in OpenAlex.
- Factors Contributing to Variability in Longitudinal Pain Scores in Osteoarthritis Randomised Clinical Trials: A Systematic Review and Meta-Analysis.European journal of pain (London, England) · 2026Pooled it
- Placebo Effect Sizes in Clinical Trials of Knee Osteoarthritis Using Intra-Articular Injections of Biologic Agents.Arthritis care & research · 2025Pooled it
- Contextual effects of mesenchymal stem cell injections for knee osteoarthritis: systematic review and meta-analysis of randomized controlled trials.Frontiers in medicine · 2025Pooled it
- The impact of contextual effects in exercise therapy for low back pain: a systematic review and meta-analysis.BMC medicine · 2024Pooled it
- Non-surgical interventions for treating osteoarthritis of the big toe joint.The Cochrane database of systematic reviews · 2024Pooled it
- Predictors of Placebo Response to Local (Intra-Articular) Therapy In Osteoarthritis: An Individual Participant Data Meta-Analysis.Arthritis care & research · 2024Pooled it
- Combining various acupuncture therapies with multimodal analgesia to enhance postoperative pain management following total knee arthroplasty: a network meta-analysis of randomized controlled trials.Frontiers in neurology · 2024Pooled it
- Proportion attributable to contextual effects in general medicine: a meta-epidemiological study based on Cochrane reviews.BMJ evidence-based medicine · 2023Pooled it
- Attempting to Separate Placebo Effects from Exercise in Chronic Pain: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2022Pooled it
- Placebo response and effect in randomized clinical trials: meta-research with focus on contextual effects.Trials · 2021Pooled it
- The global summit on the efficacy and effectiveness of spinal manipulative therapy for the prevention and treatment of non-musculoskeletal disorders: a systematic review of the literature.Chiropractic & manual therapies · 2021Pooled it
- Predicting response to topical non-steroidal anti-inflammatory drugs in osteoarthritis: an individual patient data meta-analysis of randomized controlled trials.Rheumatology (Oxford, England) · 2020Pooled it
- The effectiveness of treatments for Kashin-Beck disease: a systematic review and network meta-analysis.Clinical rheumatology · 2019Pooled it
- Corticosteroid injection for plantar heel pain: a systematic review and meta-analysis.BMC musculoskeletal disorders · 2019Pooled it
- Meta-analysis of pain and function placebo responses in pharmacological osteoarthritis trials.Arthritis research & therapy · 2019Pooled it
- Safety of Topical Non-steroidal Anti-Inflammatory Drugs in Osteoarthritis: Outcomes of a Systematic Review and Meta-Analysis.Drugs & aging · 2019Pooled it
- Is local platelet-rich plasma injection clinically superior to hyaluronic acid for treatment of knee osteoarthritis? A systematic review of randomized controlled trials.Arthritis research & therapy · 2018Pooled it
- Proportion of contextual effects in the treatment of fibromyalgia-a meta-analysis of randomised controlled trials.Clinical rheumatology · 2018Pooled it
- Relative efficacy and safety of topical non-steroidal anti-inflammatory drugs for osteoarthritis: a systematic review and network meta-analysis of randomised controlled trials and observational studies.British journal of sports medicine · 2018Pooled it
- Efficacy and tolerability of native (undenatured) type II collagen supplementation for joint health in healthy volunteers: a randomized double-blind placebo-controlled study.Nutrition journal · 2026Trial
33 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo examine the overall treatment effect and the proportion attributable to contextual effect (PCE) in randomised controlled trials (RCTs) of diverse treatments for osteoarthritis (OA).
methodsWe searched Medline, Embase, Central, Science Citation Index, AMED and CINAHL through October 2014, supplemented with manual search of reference lists, published meta-analyses and systematic reviews. Included were RCTs in OA comparing placebo with representative complementary, pharmacological, non-pharmacological and surgical treatments. The primary outcome was pain. Secondary outcomes were function and stiffness. The effect size (ES) of overall treatment effect and the PCE were pooled using random-effects model. Subgroup analyses and meta-regression were conducted to examine determinants of the PCE.
resultsIn total, 215 trials (41 392 participants) were included. The overall treatment effect for pain ranged from the smallest with lavage (ES=0.46, 95% CI 0.24 to 0.68) to the largest with topical non-steroidal anti-inflammatory drugs (ES=1.37, 95% CI 1.19 to 1.55). On average, 75% (PCE=0.75, 95% CI 0.72 to 0.79) of pain reduction was attributable to contextual effect. It varied by treatment from 47% (PCE=0.47, 95% CI 0.32 to 0.70) for intra-articular corticosteroid to 91% (PCE=0.91, 95% CI 0.60 to 1.37) for joint lavage. Similar results were observed for function and stiffness. Treatment delivered by needle/injection and other means than oral medication, longer duration of treatment, large sample size (≥100 per arm) and public funding source were associated with increased PCE for pain reduction.
conclusionsThe majority (75%) of the overall treatment effect in OA RCTs is attributable to contextual effects rather than the specific effect of treatments. Reporting overall treatment effect and PCE, in addition to traditional ES, permits a more balanced, clinically meaningful interpretation of RCT results. This would help dispel the frequent discordance between conclusions from RCT evidence and clinical experience-the 'efficacy paradox'.
Indexed as
Identifiers
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.