Advertisement
REVIEW ARTICLE (META-ANALYSIS)|Articles in Press

The Underappreciated Placebo Effects and Responses in Randomized Controlled Trials on Neck Pain: A Systematic Review With Meta-analysis

  • Author Footnotes
    # Tengyue Hu and Youlin Long contributed equally to this work.
    Tengyue Hu
    Footnotes
    # Tengyue Hu and Youlin Long contributed equally to this work.
    Affiliations
    West China School of Medicine, Sichuan University, Chengdu, PR China

    Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Author Footnotes
    # Tengyue Hu and Youlin Long contributed equally to this work.
    Youlin Long
    Footnotes
    # Tengyue Hu and Youlin Long contributed equally to this work.
    Affiliations
    Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, PR China

    Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Leting Wei
    Affiliations
    West China School of Public Health, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Yurong Zheng
    Affiliations
    West China School of Public Health, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Yi Tong
    Affiliations
    West China School of Public Health, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Mei Yuan
    Affiliations
    West China School of Public Health, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Chang Liu
    Affiliations
    West China School of Medicine, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Xinyi Wang
    Affiliations
    Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Yifei Lin
    Affiliations
    Precision Medicine Centre, West China Hospital, Sichuan University, Chengdu, PR·China
    Search for articles by this author
  • Qiong Guo
    Affiliations
    Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Jin Huang
    Correspondence
    Corresponding author Jin Huang, PhD and Liang Du, PhD, West China Hospital, Sichuan University, No 37 Guoxuexiang Road, Chengdu city, Sichuan 610041, China
    Affiliations
    Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, PR China

    Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Liang Du
    Correspondence
    Corresponding author Jin Huang, PhD and Liang Du, PhD, West China Hospital, Sichuan University, No 37 Guoxuexiang Road, Chengdu city, Sichuan 610041, China
    Affiliations
    Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, PR China

    Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, PR China
    Search for articles by this author
  • Author Footnotes
    # Tengyue Hu and Youlin Long contributed equally to this work.
Published:November 20, 2022DOI:https://doi.org/10.1016/j.apmr.2022.10.013

      Abstract

      Objective

      To quantify placebo effects and responses in randomized controlled trials (RCTs) on neck pain and explore how they would influence the treatment of neck pain.

      Data Sources

      We searched MEDLINE (PubMed), EMBASE (Ovid), CINAHL (EBSCO), Physiotherapy Evidence Database (PEDro), and World Health Organization International Clinical Trials Registry Platform from the inception of August 15, 2021, to identify relevant RCTs.

      Study Selection and Data Extraction

      The abstracts and full texts of potential studies were independently screened, and data extraction was also independently performed by 2 researchers. Scales of the score measuring neck pain and the scores both at baseline and the endpoint were extracted.

      Data Synthesis

      A total of 60 RCTs were included. The mean improvement in the pain score after placebo treatment was 15.65 (mean difference [MD]=-15.65, 95% confidence interval; CI [-19.19, -12.12]; P<.05), which we defined as the placebo response. In the active groups, it was 25.91 (MD=-25.91, 95% CI [-29.15, -22.68]; P<.05), and in the no-treatment groups, it was 5.80 (MD=-5.80, 95% CI [13.28, 1.69]; P=.13). Using the 3 MDs from the 3 groups, the placebo effect was calculated to account for 38.0% of the pain score improvement in the active group.

      Conclusions

      The pain scores of patients with neck pain were reduced after treatment with placebos, but the magnitude of pain score reduction was not clinically significant enough. The 38.0% amount of pain score reduction in patients treated with active interventions was caused by placebo. Interventions with considerable clinically significance for neck pain were still required.

      Keywords

      List of abbreviations:

      CI (confidence interval), MD (mean difference), RCT (randomized controlled trial)
      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Archives of Physical Medicine and Rehabilitation
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Hróbjartsson A
        • Gøtzsche PC.
        Is the placebo powerless? An analysis of clinical trials comparing placebo with no treatment.
        New Engl J Med. 2001; 344: 1594-1602
        • Jairath V
        • Zou GY
        • Parker CE
        • et al.
        Placebo response and remission rates in randomised trials of induction and maintenance therapy for ulcerative colitis.
        Cochrane Database Syst Rev. 2017; 9Cd011572
        • Aslaksen PM.
        Cutoff criteria for the placebo response: a cluster and machine learning analysis of placebo analgesia.
        Sci Rep. 2021; 11: 19205
        • Strijkers RHW
        • Schreijenberg M
        • Gerger H
        • Koes BW
        • Chiarotto A.
        Effectiveness of placebo interventions for patients with nonspecific low back pain: a systematic review and meta-analysis.
        Pain. 2021; 162: 2792-2804
        • Vase L
        • Wartolowska K.
        Pain, placebo, and test of treatment efficacy: a narrative review.
        Br J Anaesth. 2019; 123: e254-e262
        • Kaptchuk TJ
        • Hemond CC
        • Miller FG.
        Placebos in chronic pain: evidence, theory, ethics, and use in clinical practice.
        BMJ. 2020; 370: m1668
        • Uchendu SN
        • Wang A.
        Less pain, more gain: should placebo be a clinical therapeutic?.
        Arthritis Rheumatol. 2020; 72: 511-514
        • Price DD
        • Fillingim RB
        • Robinson ME.
        Placebo analgesia: friend or foe?.
        Curr Rheumatol Rep. 2006; 8: 418-424
        • Colloca L
        • Klinger R
        • Flor H
        • Bingel U.
        Placebo analgesia: psychological and neurobiological mechanisms.
        Pain. 2013; 154: 511-514
        • Puhl AA
        • Reinhart CJ
        • Rok ER
        • Injeyan HS.
        An examination of the observed placebo effect associated with the treatment of low back pain—a systematic review.
        Pain Res Manage. 2011; 16: 45-52
        • Xiang Y
        • He JY
        • Li R.
        Appropriateness of sham or placebo acupuncture for randomized controlled trials of acupuncture for nonspecific low back pain: a systematic review and meta-analysis.
        J Pain Res. 2018; 11: 83-94
        • Arakawa A
        • Kaneko M
        • Narukawa M.
        An investigation of factors contributing to higher levels of placebo response in clinical trials in neuropathic pain: a systematic review and meta-analysis.
        Clin Drug Investig. 2015; 35: 67-81
        • Cragg JJ
        • Warner FM
        • Finnerup NB
        • et al.
        Meta-analysis of placebo responses in central neuropathic pain: impact of subject, study, and pain characteristics.
        Pain. 2016; 157: 530-540
        • Hoekman DR
        • Zeevenhooven J
        • van Etten-Jamaludin FS
        • et al.
        The placebo response in pediatric abdominal pain-related functional gastrointestinal disorders: a systematic review and meta-analysis.
        J Pediatr. 2017; 182 (e7): 155-163
        • Bosman M
        • Elsenbruch S
        • Corsetti M
        • et al.
        The placebo response rate in pharmacological trials in patients with irritable bowel syndrome: a systematic review and meta-analysis.
        Lancet Gastroenterol Hepatol. 2021; 6: 459-473
        • Cohen SP.
        Epidemiology, diagnosis, and treatment of neck pain.
        Mayo Clin Proc. 2015; 90: 284-299
        • Vos T
        • Flaxman AD
        • Naghavi M
        • et al.
        Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010.
        Lancet. 2012; 380: 2163-2196
        • GBD 2019 Diseases and Injuries Collaborators
        Global burden of 369 diseases and injuries in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019.
        Lancet. 2020; 396: 1204-1222
        • Lefebvre C
        • Glanville J
        • Briscoe S
        • et al.
        Technical supplement to chapter 4: searching for and selecting studies.
        Cochrane Handbook for Systematic Reviews of Interventions Version 6.3 (updated February 2022). 2022; (editors) (Available at:)
        • Martimbianco ALC
        • Porfírio GJ
        • Pacheco RL
        • Torloni MR
        • Riera R.
        Transcutaneous electrical nerve stimulation (TENS) for chronic neck pain.
        Cochrane Database Syst Rev. 2019; 12Cd011927
        • Kroeling P
        • Gross A
        • Graham N
        • et al.
        Electrotherapy for neck pain.
        Cochrane Database Syst Rev. 2013; CD004251
        • Sterne JAC
        • Savović J
        • Page MJ
        • et al.
        RoB 2: a revised tool for assessing risk of bias in randomised trials.
        BMJ. 2019; 366: l4898
        • Christiansen DH
        • de Vos Andersen NB
        • Poulsen PH
        • Ostelo RW.
        The smallest worthwhile effect of primary care physiotherapy did not differ across musculoskeletal pain sites.
        J Clin Epidemiol. 2018; 101: 44-52
        • Polgar S
        • Buultjens M
        • Wijeratne T
        • Finkelstein DI
        • Mohamed S
        • Karimi L.
        The placebo response in double-blind randomised trials evaluating regenerative therapies for Parkinson's disease: a systematic review and meta-analysis.
        J Parkinsons Dis. 2022; 12: 759-771
        • Previtali D
        • Merli G
        • Di Laura Frattura G
        • Candrian C
        • Zaffagnini S
        • Filardo G.
        The long-lasting effects of “Placebo Injections” in knee osteoarthritis: a meta-analysis.
        Cartilage. 2021; 13: 185s-196s
        • Raman R.
        Statistical methods in handling placebo effect.
        Int Rev Neurobiol. 2020; 153: 103-120
        • Vollert J
        • Cook NR
        • Kaptchuk TJ
        • Sehra ST
        • Tobias DK
        • Hall KT.
        Assessment of placebo response in objective and subjective outcome measures in rheumatoid arthritis clinical trials.
        JAMA Netw Open. 2020; 3e2013196