Skip to main content

Advertisement

Log in

Responder analyses in randomised controlled trials for chronic low back pain: an overview of currently used methods

  • Review Article
  • Published:
European Spine Journal Aims and scope Submit manuscript

Abstract

Purpose

To provide an overview and a critical appraisal of the use of responder analyses in published randomised controlled trials (RCTs) of interventions for chronic low back pain (LBP). The methodology used for the analyses, including the justification, as well as the implications of responder analyses on the conclusions was explored.

Methods

A convenience sample of four systematic reviews evaluating 162 RCTs of interventions for chronic LBP was used to identify individual trials. Randomised trials were screened by two reviewers and included if they performed and reported a responder analysis (i.e. the proportion of participants achieving a pre-defined level of improvement). The cutoff value for responders, the period of follow-up, and the outcome measure used were extracted. Information on how RCT authors justified the methodology of their responder analyses was also appraised.

Results

Twenty-eight articles (17 %) using 20 different definitions of responders were included in this appraisal. Justification for the definition of responders was absent in 80 % of the articles. Pain was the most frequently used domain for the definition of response (50 %), followed by back-specific function (30 %) and a combination of pain and function (20 %). A reduction in pain intensity ≥50 % was the most common threshold used to define responders (IQR 33–60 %).

Conclusions

Few RCTs of interventions for chronic LBP report responder analyses. Where responder analyses are used, the methods are inconsistent. When performing responder analyses authors are encouraged to follow the recommended guidelines, using empirically derived cutoffs, and present results alongside mean differences.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Freburger JK et al (2009) The rising prevalence of chronic low back pain. Arch Intern Med 169:251–258

    Article  PubMed  Google Scholar 

  2. Airaksinen O et al (2006) Chapter 4. European guidelines for the management of chronic nonspecific low back pain. Eur Spine J 15(Suppl 2):S192–S300

    Article  PubMed Central  PubMed  Google Scholar 

  3. Koes BW, van Tulder MW, Thomas S (2006) Diagnosis and treatment of low back pain. BMJ 332:1430–1434

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  4. Guyatt GH et al (1998) Interpreting treatment effects in randomised trials. BMJ 316:690–693

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  5. Froud R et al (2009) Estimating the number needed to treat from continuous outcomes in randomised controlled trials: methodological challenges and worked example using data from the UK Back Pain Exercise and Manipulation (BEAM) trial. BMC Med Res Methodol 9:35

    Article  PubMed Central  PubMed  Google Scholar 

  6. Dworkin RH et al (2008) Interpreting the clinical importance of treatment outcomes in chronic pain clinical trials: IMMPACT recommendations. Pain 9:105–121

    Article  Google Scholar 

  7. de Vet HC et al (2009) Three ways to quantify uncertainty in individually applied “minimally important change” values. J Clin Epidemiol 63:37–45

    Article  PubMed  Google Scholar 

  8. Ostelo RW et al (2008) Interpreting change scores for pain and functional status in low back pain: towards international consensus regarding minimal important change. Spine 33:90–94

    Article  PubMed  Google Scholar 

  9. Froud R et al (2011) Reporting outcomes of back pain trials: a modified Delphi study. Eur J Pain 15:1068–1074

    Article  PubMed  Google Scholar 

  10. van Middelkoop M et al (2010) A systematic review on the effectiveness of physical and rehabilitation interventions for chronic non-specific low back pain. Eur Spine J 20:19–39

    Article  PubMed Central  PubMed  Google Scholar 

  11. Rubinstein SM et al (2010) A systematic review on the effectiveness of complementary and alternative medicine for chronic non-specific low-back pain. Eur Spine J 19:1213–1228

    Article  PubMed Central  PubMed  Google Scholar 

  12. Kuijpers T et al (2010) A systematic review on the effectiveness of pharmacological interventions for chronic non-specific low-back pain. Eur Spine J 20:40–50

    Article  PubMed Central  PubMed  Google Scholar 

  13. Henschke N et al (2010) Injection therapy and denervation procedures for chronic low-back pain: a systematic review. Eur Spine J 19:1425–1449

    Article  PubMed Central  PubMed  Google Scholar 

  14. Furlan AD et al (2009) 2009 updated method guidelines for systematic reviews in the Cochrane Back Review Group. Spine 34:1929–1941

    Article  PubMed  Google Scholar 

  15. van Tulder M et al (2003) Updated method guidelines for systematic reviews in the Cochrane Collaboration Back Review Group. Spine 28:1290–1299

    PubMed  Google Scholar 

  16. Müller U et al (2004) Condition-specific outcome measures for low back pain. Part I: validation. Eur Spine J 13:301–313

    Article  PubMed Central  PubMed  Google Scholar 

  17. van Tulder MW et al (2009) Empirical evidence of an association between internal validity and effect size in randomized controlled trials of low-back pain. Spine 34:1685–1692

    Article  PubMed  Google Scholar 

  18. Leeuw M et al (2008) Exposure in vivo versus operant graded activity in chronic low back pain patients: results of a randomized controlled trial. Pain 138:192–207

    Article  PubMed  Google Scholar 

  19. Haake M et al (2007) German Acupuncture Trials (GERAC) for chronic low back pain: randomized, multicenter, blinded, parallel-group trial with 3 groups. Arch Intern Med 167:1892–1898

    Article  PubMed  Google Scholar 

  20. Sherman KJ et al (2005) Comparing yoga, exercise, and a self-care book for chronic low back pain: a randomized, controlled trial. Ann Intern Med 143:849–856

    Article  PubMed  Google Scholar 

  21. van der Roer N et al (2008) Intensive group training protocol versus guideline physiotherapy for patients with chronic low back pain: a randomised controlled trial. Eur Spine J 17:1193–1200

    Article  PubMed Central  PubMed  Google Scholar 

  22. Witt CM et al (2006) Pragmatic randomized trial evaluating the clinical and economic effectiveness of acupuncture for chronic low back pain. Am J Epidemiol 164:487–496

    Article  PubMed  Google Scholar 

  23. Yelland MJ et al (2004) Prolotherapy injections, saline injections, and exercises for chronic low-back pain: a randomized trial. Spine 29:9–16

    Article  PubMed  Google Scholar 

  24. Smeets RJ et al (2008) Chronic low back pain: physical training, graded activity with problem solving training, or both? The one-year post-treatment results of a randomized controlled trial. Pain 134:263–276

    Article  PubMed  Google Scholar 

  25. Foster L et al (2001) Botulinum toxin A and chronic low back pain: a randomized, double-blind study. Neurology 56:1290–1293

    Article  CAS  PubMed  Google Scholar 

  26. van Kleef M et al (1999) Randomized trial of radiofrequency lumbar facet denervation for chronic low back pain. Spine 24:1937–1942

    Article  PubMed  Google Scholar 

  27. Barendse GA et al (2001) Randomized controlled trial of percutaneous intradiscal radiofrequency thermocoagulation for chronic discogenic back pain: lack of effect from a 90-second 70 C lesion. Spine 26:287–292

    Article  CAS  PubMed  Google Scholar 

  28. van Wijk RM et al (2005) Radiofrequency denervation of lumbar facet joints in the treatment of chronic low back pain: a randomized, double-blind, sham lesion-controlled trial. Clin J Pain 21:335–344

    Article  PubMed  Google Scholar 

  29. Geurts JW et al (2003) Radiofrequency lesioning of dorsal root ganglia for chronic lumbosacral radicular pain: a randomised, double-blind, controlled trial. Lancet 361:21–26

    Article  PubMed  Google Scholar 

  30. Freeman BJ et al (2005) A randomized, double-blind, controlled trial: intradiscal electrothermal therapy versus placebo for the treatment of chronic discogenic low back pain. Spine 30:2369–2377

    Article  PubMed  Google Scholar 

  31. Frerick H et al (2003) Topical treatment of chronic low back pain with a capsicum plaster. Pain 106:59–64

    Article  CAS  PubMed  Google Scholar 

  32. Chrubasik S et al (2000) Treatment of low back pain exacerbations with willow bark extract: a randomized double-blind study. Am J Med 109:9–14

    Article  CAS  PubMed  Google Scholar 

  33. Chrubasik S et al (2003) A randomized double-blind pilot study comparing Doloteffin and Vioxx in the treatment of low back pain. Rheumatology 42:141–148

    Article  CAS  PubMed  Google Scholar 

  34. Keitel W et al (2001) Capsicum pain plaster in chronic non-specific low back pain. Arzneimittelforschung 51:896–903

    CAS  PubMed  Google Scholar 

  35. Manchikanti L et al (2008) Lumbar facet joint nerve blocks in managing chronic facet joint pain: one-year follow-up of a randomized, double-blind controlled trial: clinical Trial NCT00355914. Pain Physician 11:121–132

    PubMed  Google Scholar 

  36. Manchikanti L et al (2004) One day lumbar epidural adhesiolysis and hypertonic saline neurolysis in treatment of chronic low back pain: a randomized, double-blind trial. Pain Physician 7:177–186

    PubMed  Google Scholar 

  37. Soriano F, Rios R (1998) Gallium arsenide laser treatment of chronic low back pain: a prospective, randomized and double blind study. Laser Therapy 10:175–180

    Article  Google Scholar 

  38. Atkinson JH et al (2007) Efficacy of noradrenergic and serotonergic antidepressants in chronic back pain: a preliminary concentration-controlled trial. J Clin Psychopharmacol 27:135–142

    Article  CAS  PubMed  Google Scholar 

  39. Coats TL et al (2004) Effects of valdecoxib in the treatment of chronic low back pain: results of a randomized, placebo-controlled trial. Clin Ther 26:1249–1260

    Article  CAS  PubMed  Google Scholar 

  40. Katz N et al (2007) A 12-week, randomized, placebo-controlled trial assessing the safety and efficacy of oxymorphone extended release for opioid-naive patients with chronic low back pain. Curr Med Res Opin 23:117–128

    Article  CAS  PubMed  Google Scholar 

  41. Mendelson G et al (1983) Acupuncture treatment of chronic back pain. A double-blind placebo-controlled trial. Am J Med 74:49–55

    Article  CAS  PubMed  Google Scholar 

  42. Pauza KJ et al (2004) A randomized, placebo-controlled trial of intradiscal electrothermal therapy for the treatment of discogenic low back pain. Spine J 4:27–35

    Article  PubMed  Google Scholar 

  43. Ruoff GE et al (2003) Tramadol/acetaminophen combination tablets for the treatment of chronic lower back pain: a multicenter, randomized, double-blind, placebo-controlled outpatient study. Clin Ther 25:1123–1141

    Article  CAS  PubMed  Google Scholar 

  44. Peloso PM et al (2004) Analgesic efficacy and safety of tramadol/acetaminophen combination tablets (Ultracet) in treatment of chronic low back pain: a multicenter, outpatient, randomized, double blind, placebo controlled trial. J Rheumatol 31:2454–2463

    CAS  PubMed  Google Scholar 

  45. Norman GR et al (2001) Relation of distribution- and anchor-based approaches in interpretation of changes in health-related quality of life. Med Care 39:1039–1047

    Article  CAS  PubMed  Google Scholar 

  46. Streiner DL (2002) Breaking up is hard to do: the heartbreak of dichotomizing continuous data. Canadian journal of psychiatry Revue canadienne de psychiatrie 47:262–266

    PubMed  Google Scholar 

  47. Farrar JT et al (2001) Clinical importance of changes in chronic pain intensity measured on an 11-point numerical pain rating scale. Pain 94:149–158

    Article  CAS  PubMed  Google Scholar 

  48. Covey J (2007) A meta-analysis of the effects of presenting treatment benefits in different formats. Med Decis Making 27:638–654

    Article  PubMed  Google Scholar 

  49. Croft P, Froud R, Lewis AM (2010) Dropouts and sub-groups—statistics can help but not cure. Pain 151:563–564

    Article  CAS  PubMed  Google Scholar 

  50. Cook RJ, Sackett DL (1995) The number needed to treat: a clinically useful measure of treatment effect. Br Med J 310:452–454

    Article  CAS  Google Scholar 

  51. Farrar JT, Dworkin RH, Max MB (2006) Use of the cumulative proportion of responders analysis graph to present pain data over a range of cut-off points: making clinical trial data more understandable. J Pain Symptom Manage 31:369–377

    Article  PubMed  Google Scholar 

  52. Brinkhaus B et al (2006) Acupuncture in patients with chronic low back pain: a randomized controlled trial. Arch Intern Med 166:450–457

    PubMed  Google Scholar 

  53. Vollenbroek-Hutten MM et al (2004) Differences in outcome of a multidisciplinary treatment between subgroups of chronic low back pain patients defined using two multiaxial assessment instruments: the multidimensional pain inventory and lumbar dynamometry. Clin Rehabil 18:566–579

    Article  PubMed  Google Scholar 

  54. Jordan K et al (2006) A minimal clinically important difference was derived for the Roland–Morris Disability Questionnaire for low back pain. J Clin Epidemiol 59:45–52

    Article  PubMed  Google Scholar 

  55. Beurskens AJ, de Vet HC, Koke AJ (1996) Responsiveness of functional status in low back pain: a comparison of different instruments. Pain 65:71–76

    Article  CAS  PubMed  Google Scholar 

Download references

Conflict of interest

The authors declare that they have no conflicts of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nicholas Henschke.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Henschke, N., van Enst, A., Froud, R. et al. Responder analyses in randomised controlled trials for chronic low back pain: an overview of currently used methods. Eur Spine J 23, 772–778 (2014). https://doi.org/10.1007/s00586-013-3155-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00586-013-3155-0

Keywords

Navigation