SynthesisPloS one2014
Influence of control group on effect size in trials of acupuncture for chronic pain: a secondary analysis of an individual patient data meta-analysis.
Synthesis in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 16 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
60 citing papers in PubMed, 16 syntheses or guidelines pooled it, 125 citations in OpenAlex.
- Placebo Effect of Sham Acupuncture for Primary Insomnia: A Meta-Analysis of Randomised Controlled Trials.Journal of sleep research · 2026Pooled it
- Is the location of the needling point in sham acupuncture for tension-type headache associated with outcomes? A systematic review and network meta-analysis.Frontiers in pain research (Lausanne, Switzerland) · 2026Pooled it
- Does the outcome of acupuncture differ according to the location of sham needling points in acupuncture trials for migraine? A systematic review and network meta-analysis.Frontiers of medicine · 2025Pooled it
- Acupuncture as an adjunctive therapy on embryo transfer day: a systematic review and meta-analysis of clinical pregnancy and live birth outcomes.Frontiers in reproductive health · 2025Pooled it
- Placebo Response among Different Types of Sham Acupuncture for Low Back Pain: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Chinese journal of integrative medicine · 2023Pooled it
- Plausible Mechanism of Sham Acupuncture Based on Biomarkers: A Systematic Review of Randomized Controlled Trials.Frontiers in neuroscience · 2022Pooled it
- Comparative effectiveness of acupuncture in sham-controlled trials for knee osteoarthritis: A systematic review and network meta-analysis.Frontiers in medicine · 2022Pooled it
- Acupuncture for symptomatic gastroparesis.The Cochrane database of systematic reviews · 2018Pooled it
- Acupuncture for Chronic Pain: Update of an Individual Patient Data Meta-Analysis.The journal of pain · 2018Pooled it
- Effects of non-pharmacological supportive care for hot flushes in breast cancer: a meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2017Pooled it
- Pooled it
- Cost-effectiveness of adjunct non-pharmacological interventions for osteoarthritis of the knee.PloS one · 2017Pooled it
- [Conservative treatment of nonspecific, chronic low back pain : Evidence of the efficacy - a systematic literature review].Der Orthopade · 2016Pooled it
- Acupuncture for the prevention of episodic migraine.The Cochrane database of systematic reviews · 2016Pooled it
- Pooled it
- Placebo Devices as Effective Control Methods in Acupuncture Clinical Trials: A Systematic Review.PloS one · 2015Pooled it
- Buccal Acupuncture for Early Postoperative Catheter-Related Bladder Discomfort Following Ureteroscopic Lithotripsy: A Randomized, Sham-Controlled Trial.Journal of pain research · 2026Trial
- Effects of Acupuncture on Cognitive Functions in Patients with Relapsing-Remitting Multiple Sclerosis: A Randomized Controlled Trial.Chinese journal of integrative medicine · 2025Trial
- Manual acupuncture versus sham acupuncture and usual care for prophylaxis of episodic migraine without aura: multicentre, randomised clinical trial.BMJ (Clinical research ed.) · 2020Trial
- Acupuncture reduces the time from extubation to 'ready for discharge' from the post anaesthesia care unit: results from the randomised controlled AcuARP trial.Scientific reports · 2018Trial
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 6 institutions in 3 countries.
Funding
Abstract
backgroundIn a recent individual patient data meta-analysis, acupuncture was found to be superior to both sham and non-sham controls in patients with chronic pain. In this paper we identify variations in types of sham and non-sham controls used and analyze their impact on the effect size of acupuncture.
methodsBased on literature searches of acupuncture trials involving patients with headache and migraine, osteoarthritis, and back, neck and shoulder pain, 29 trials met inclusion criteria, 20 involving sham controls (n = 5,230) and 18 non-sham controls (n = 14,597). For sham controls, we analysed non-needle sham, penetrating sham needles and non-penetrating sham needles. For non-sham controls, we analysed non-specified routine care and protocol-guided care. Using meta-regression we explored impact of choice of control on effect of acupuncture.
findingsAcupuncture was significantly superior to all categories of control group. For trials that used penetrating needles for sham control, acupuncture had smaller effect sizes than for trials with non-penetrating sham or sham control without needles. The difference in effect size was -0.45 (95% C.I. -0.78, -0.12; p = 0.007), or -0.19 (95% C.I. -0.39, 0.01; p = 0.058) after exclusion of outlying studies showing very large effects of acupuncture. In trials with non-sham controls, larger effect sizes associated with acupuncture vs. non-specified routine care than vs. protocol-guided care. Although the difference in effect size was large (0.26), it was not significant with a wide confidence interval (95% C.I. -0.05, 0.57, p = 0.1).
conclusionAcupuncture is significantly superior to control irrespective of the subtype of control. While the choice of control should be driven by the study question, our findings can help inform study design in acupuncture, particularly with respect to sample size. Penetrating needles appear to have important physiologic activity. We recommend that this type of sham be avoided.
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.