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Quality and Bias in Acupuncture Trials: Blinding, Expectation and Publication Bias

Why acupuncture trials are hard to design, how blinding, expectation and selective reporting can inflate results, and what the better studies found.

Content last updated . This page has not been medically reviewed.

Quick answer
Acupuncture trials face real design problems. The person giving the treatment usually knows whether it is real, patients often form expectations, and reports of pain are self-rated. Careful reviews still find acupuncture beats no treatment, with a smaller and more debated edge over sham acupuncture. Evidence label for the needling-specific effect: mixed. This page explains the problems; condition-by-condition results are on pages such as acupuncture for back and neck pain.

Blinding is hard

In a drug trial, a dummy pill looks identical. In acupuncture, the practitioner can see what they are doing. In a review of 13 three-arm pain trials (3,025 patients), the clinicians were not blinded in any trial. [1] NCCIH describes sham acupuncture as procedures such as a device that pokes the skin but does not penetrate it. [2] Researchers debate whether any sham is truly inert. [3] In the large individual-patient review of chronic pain, trials that used a penetrating needle as the sham showed smaller differences from real acupuncture. [4] For more, see sham acupuncture and placebo controls.

Expectation and the ritual

A trial in 270 adults with arm pain compared a sham acupuncture device with an inert pill. Over the whole treatment period, the sham device had greater effects on self-reported pain and symptom severity. [5] A Cochrane review of placebo interventions found larger placebo effects with physical placebos such as sham acupuncture and with outcomes that involve the patient. [6] The same review did not find important clinical effects of placebo in general, and noted it is hard to separate patient-reported placebo effects from biased reporting. [6] In plain words: how a treatment is delivered can change how people feel, and that is not the same as the needle's own effect.

What the better trials found

StudyWhat it comparedResultStrength
Vickers 2012, chronic pain (17,922 patients)Acupuncture vs sham and vs no acupunctureSuperior to both; differences from sham "relatively modest" [7]Promising but limited for needling-specific effect
Vickers 2018 update (20,827 patients, 39 trials)SameAbout 0.5 standard deviations vs no acupuncture, about 0.2 vs sham [4]Promising but limited
Madsen 2009 (13 trials)Acupuncture vs sham vs nothing, painDifference from sham about 4 mm on a 100 mm scale; authors say it lacks clinical relevance and cannot be clearly told from bias [1]Mixed
GERAC 2007 (1,162 patients, low back pain)Real vs sham vs conventional careResponse 47.6% real, 44.2% sham, 27.4% conventional [8]Real = sham; both beat usual care
Cherkin 2009 (638 adults)Individualized, standardized, simulated acupuncture and usual careNeedle placement and skin penetration appeared unimportant [3]Mixed

The Vickers teams included only trials with adequate allocation concealment, [4] and concluded acupuncture is more than a placebo while saying the true-versus-sham differences are modest. [7] Madsen and colleagues, looking at 13 trials, reached a more cautious view. [1] Both readings are published, and the data do not settle it. Cherkin's authors wrote that it remains unclear whether acupuncture or their simulated method provides physiologically important stimulation. [3] Note that none of these trials tells you about conditions other than those studied.

Publication and reporting bias

Studies with exciting results are more likely to be published, and researchers can change which outcome counts as "primary" after seeing the data.
  • In a 1998 review of trial abstracts, some countries published unusually high proportions of positive results, and the authors named publication bias a possible explanation. [9] See trials from China and elsewhere.
  • A study of 88 registered acupuncture trials found only 19.3% were registered before the trial started. [10] Primary outcomes differed between registry and paper in 45.1% of comparable reports. [10]
  • Vickers 2012 reported its results were robust to analyses related to publication bias. [7]

Better reporting

The STRICTA checklist, an official extension of CONSORT, sets out six items and 17 sub-items so readers can see exactly what the acupuncture and comparison were. [11] Cochrane's risk-of-bias tool also separates allocation concealment from blinding, a distinction reviewers sometimes confuse. [12] Use these ideas with how to read an acupuncture study.

What this means for you

Trial problems do not prove acupuncture is useless, and they do not prove it works as traditionally explained. They mean claims deserve careful reading. NCCIH says how acupuncture works is not fully understood. [2] Talk to your doctor before replacing any medical treatment.

Frequently asked questions

Can acupuncture trials be blinded?

Sham procedures can be used to try to blind patients, but the practitioner generally knows. In one review, clinicians were not blinded in any of 13 trials. [1]

Is acupuncture just a placebo?

Large reviews disagree on how to read the small gap between real and sham. Vickers concluded it is more than placebo but modest; [7] Madsen found a small effect that cannot be clearly distinguished from bias. [1]

Why does sham acupuncture sometimes work as well as real?

In GERAC, 44.2% responded to sham versus 47.6% to real acupuncture. [8] Whether this reflects a placebo effect or physical effects of the sham is not settled. [3]

What is publication bias?

It is when positive results are more likely to reach print. A 1998 review named it a possible explanation for very high rates of positive trials in some countries. [9]

Are newer trials better?

We did not find a source comparing trial quality over time. Proper evidence not found; we checked PubMed for meta-research on acupuncture trials.

References
  1. Madsen MV, Gotzsche PC, Hrobjartsson A. Acupuncture treatment for pain: systematic review of randomised clinical trials with acupuncture, placebo acupuncture, and no acupuncture groups. BMJ 2009. Read 2026-10-22.
  2. NCCIH. Acupuncture: Effectiveness and Safety. Read 2026-10-22.
  3. Cherkin DC et al. A randomized trial comparing acupuncture, simulated acupuncture, and usual care for chronic low back pain. Arch Intern Med 2009. Read 2026-10-22.
  4. Vickers AJ et al. Acupuncture for chronic pain: update of an individual patient data meta-analysis. J Pain 2018. Read 2026-10-22.
  5. Kaptchuk TJ et al. Sham device v inert pill: randomised controlled trial of two placebo treatments. BMJ 2006. Read 2026-10-22.
  6. Hrobjartsson A, Gotzsche PC. Placebo interventions for all clinical conditions. Cochrane Database Syst Rev 2010. Read 2026-10-22.
  7. Vickers AJ et al. Acupuncture for chronic pain: individual patient data meta-analysis. Arch Intern Med 2012. Read 2026-10-22.
  8. Haake M et al. German Acupuncture Trials (GERAC) for chronic low back pain. Arch Intern Med 2007. Read 2026-10-22.
  9. Vickers A et al. Do certain countries produce only positive results? A systematic review of controlled trials. Control Clin Trials 1998. Read 2026-10-22.
  10. Empirical evidence for outcome reporting bias in randomized clinical trials of acupuncture: comparison of registered records and subsequent publications. Trials 2015. Read 2026-10-22.
  11. MacPherson H et al. Revised STandards for Reporting Interventions in Clinical Trials of Acupuncture (STRICTA): extending the CONSORT statement. J Altern Complement Med 2010. Read 2026-10-22.
  12. Higgins JPT et al. Cochrane Handbook, Chapter 8: Assessing risk of bias in a randomized trial. Read 2026-10-22.
Education, not medical advice. This page is for general information. It does not diagnose or treat any condition and is not a substitute for care from a qualified health professional. Natural does not automatically mean safe. Ask a clinician or pharmacist before changing your care, especially if you take medication, are pregnant or breastfeeding, or have a health condition.