A multivariate prognostic model for pain and activity limitation in people undergoing lumbar discectomy

References

• Kongsted A, Kent P, Jensen TS, Albert H, Manniche C. Prognostic implications of the Quebec Task Force classification of back-related leg pain: an analysis of longitudinal routine clinical data. BMC Musculoskelet Disord 2013;14:171.
   PubMed Web of Science ®Google Scholar
• Konstantinou K, Hider SL, Jordan JL, Lewis M, Dunn KM, Hay EM. The impact of low back-related leg pain on outcomes as compared with low back pain alone: a systematic review of the literature. Clin J Pain 2013;29:644–54.
   PubMed Web of Science ®Google Scholar
• Kreiner DS, Hwang SW, Easa JE, et al. An evidence-based clinical guideline for the diagnosis and treatment of lumbar disc herniation with radiculopathy. Spine J 2014;14:180–91.
   PubMed Web of Science ®Google Scholar
• Jacobs WC, van Tulder M, Arts M, et al. Surgery versus conservative management of sciatica due to a lumbar herniated disc: a systematic review. Eur Spine J 2011;20:513–22.
   PubMed Web of Science ®Google Scholar
• Chou R, Baisden J, Carragee EJ, Resnick DK, Shaffer WO, Loeser JD. Surgery for low back pain: a review of the evidence for an American Pain Society Clinical Practice Guideline. Spine (Phila Pa 1976) 2009;34:1094–109.
   PubMed Web of Science ®Google Scholar
• Shriver MF, Xie JJ, Tye EY, et al. Lumbar microdiscectomy complication rates: a systematic review and meta-analysis. Focus 2015;39:E6.
   Google Scholar
• Deyo R, Mirza S. Trends and variations in the use of spine surgery. Clin Orthopaed Relat Res 2006;443:139–46.
   PubMedGoogle Scholar
• Verkerk K, Luijsterburg PA, Miedema HS, Pool-Goudzwaard A, Koes BW. Prognostic factors for recovery in chronic nonspecific low back pain: a systematic review. Phys Ther 2012;92:1093–108.
   PubMed Web of Science ®Google Scholar
• Lim YZ, Chou L, Au RT, et al. People with low back pain want clear, consistent and personalised information on prognosis, treatment options and self-management strategies: a systematic review. J Physiother 2019;65:124–35.
   PubMed Web of Science ®Google Scholar
• Hayden JA, Dunn KM, van der Windt DA, Shaw WS. What is the prognosis of back pain? Best Pract Res Clin Rheumatol 2010;24:167–79.
   PubMed Web of Science ®Google Scholar
• Rushton A, Zoulas K, Powell A, Staal J. Physical prognostic factors predicting outcome following lumbar discectomy surgery: systematic review and narrative synthesis. BMC Musculoskelet Disord 2018;19:326.
   PubMed Web of Science ®Google Scholar
• Pincus T, Burton AK, Vogel S, Field AP. A systematic review of psychological factors as predictors of chronicity/disability in prospective cohorts of low back pain. Spine 2002;27:E109–20.
   PubMedGoogle Scholar
• Ashworth J, Konstantinou K, Dunn KM. Prognostic factors in non-surgically treated sciatica: a systematic review. BMC Musculoskelet Disord 2011;12:208.
   PubMed Web of Science ®Google Scholar
• den Boer J, Oostendorp R, Beems T, Munneke M, Oerlemans M, Evers A. A systematic review of bio-psychosocial risk factors for an unfavourable outcome after lumbar disc surgery. Eur Spine J 2006;15:527–36.
   PubMed Web of Science ®Google Scholar
• White AP, Harrop J, Dettori JR. Can clinical and radiological findings predict surgery for lumbar disc herniation? A systematic literature review. Evid Based Spine Care J 2012;3:45–52.
   PubMedGoogle Scholar
• Ford J, Story I, McMeeken J. The test retest reliability and concurrent validity of the Subjective Complaints Questionnaire for low back pain. Man Ther 2009;14:283–91.
   PubMedGoogle Scholar
• Hahne AJ, Ford JJ, Surkitt LD, et al. Specific treatment of problems of the spine (STOPS): design of a randomised controlled trial comparing specific physiotherapy versus advice for people with subacute low back disorders. BMC Musculoskelet Disord 2011;12:104.
   PubMed Web of Science ®Google Scholar
• Ford JJ, Thompson SL, Hahne AJ. A classification and treatment protocol for low back disorders. Part 1: specific manual therapy. Phys Ther Rev 2011;16:168–77.
   Google Scholar
• Kolber M, Hanney W. The dynamic disc model: a systematic review of the literature. Phys Ther Rev 2009; 14:181–9.
   Google Scholar
• Wetzel FT, Donelson R. The role of repeated end-range/pain response assessment in the management of symptomatic lumbar discs. Spine J 2003;3:146–54.
   PubMedGoogle Scholar
• Donelson R. Mechanical diagnosis and therapy for radiculopathy. Phys Med Rehabil Clin N Am 2011;22:75–89.
   PubMed Web of Science ®Google Scholar
• Donahue MS, Riddle DL, Sullivan MS. Intertester reliability of a modified version of McKenzie’s lateral shift assessments obtained on patients with low back pain. Phys Ther 1996;76:706–16.
   PubMed Web of Science ®Google Scholar
• Grotle M, Vllestad NK, Brox JI. Screening for yellow flags in first-time acute low back pain: reliability and validity of a Norwegian version of the acute low back pain screening questionnaire. Clin J Pain 2006; 22:458–67.
   PubMed Web of Science ®Google Scholar
• Westman A, Linton SJ, Ohrvik J, Wahlen P, Leppert J. Do psychosocial factors predict disability and health at a 3-year follow-up for patients with non-acute musculoskeletal pain? A validation of the Orebro Musculoskeletal Pain Screening Questionnaire. Eur J Pain 2008;12:641–9.
   PubMed Web of Science ®Google Scholar
• Apeldoorn AT, Bosselaar H, Ostelo RW, et al. Identification of patients with chronic low back pain who might benefit from additional psychological assessment. Clin J Pain 2012;28:23–31.
   PubMed Web of Science ®Google Scholar
• Fardon D, Milette P. Nomenclature and classification of lumbar disc pathology: recommendations of the Combined Task Forces of the North American Spine Society, American Society of Spine Radiology, and American Society of Neuroradiology. Spine 2001;26:E93–113.
   PubMedGoogle Scholar
• Pfirrmann C, Dora C, Schmid M, Zanetti M, Hodler J, Boos N. MR image-based grading of lumbar nerve root compromise due to disk herniation: reliability study with surgical correlation. Radiology 2004;230:583–8.
   PubMed Web of Science ®Google Scholar
• Ford JJ, Hahne AJ. Complexity in the physiotherapy management of low back disorders: clinical and research implications. Man Ther 2013;18:438–42.
   PubMedGoogle Scholar
• Chan AY, Ford JJ, McMeeken JM, Wilde VE. Preliminary evidence for the features of non-reducible discogenic low back pain: survey of an international physiotherapy expert panel with the Delphi technique. Physiotherapy 2013;99:212–20.
   PubMed Web of Science ®Google Scholar
• Frost H, Lamb SE, Stewart-Brown S. Responsiveness of a patient specific outcome measure compared with the Oswestry Disability Index v2.1 and Roland and Morris Disability Questionnaire for patients with subacute and chronic low back pain. Spine 2008;33:2450–7.
   PubMed Web of Science ®Google Scholar
• Ostelo RW, de Vet HC. Clinically important outcomes in low back pain. Best Pract Res Clin Rheumatol 2005;19:593–607.
   PubMed Web of Science ®Google Scholar
• Joos E, Peretz A, Beguin S, Famaey J. Reliability and reproducibility of visual analogue scale and numeric rating scale for therapeutic evaluation of pain in rheumatic patients. J. Rheumatol 1991;18:1269–70.
   PubMed Web of Science ®Google Scholar
• Love A, Leboeuf C, Crisp T. Chiropractic chronic low back pain sufferers and self-report assessment methods. Part I. A reliability study of the Visual Analogue Scale, the Pain Drawing and the McGill Pain Questionnaire. J Manipulative Physiol Ther 1989;12:21–5.
   PubMed Web of Science ®Google Scholar
• Gibson J, Waddell G. Surgical interventions for lumbar disc prolapse: updated cochrane review. Spine 2007;32:1735–47.
   PubMed Web of Science ®Google Scholar
• Tabachnick B, Fidell L. Using multivariate statistics. 5th ed. Boston (MA): Pearson Education; 2006.
   Google Scholar
• George S. Identification and assessment of prognostic factors. Semin Oncol 1988;15:462–71.
   PubMed Web of Science ®Google Scholar
• Miller A. Subset selection in regression. 1st ed. ‎Boca Raton (FL): Chapman and Hall; 1990.
   Google Scholar
• Kutner M. Applied linear statistical models. 5th ed. Boston (MA): McGraw-Hill/Irwin; 2004.
   Google Scholar
• Haugen AJ, Brox JI, Grovle L, et al. Prognostic factors for non-success in patients with sciatica and disc herniation. BMC Musculoskelet Disord 2012;13:183.
   PubMed Web of Science ®Google Scholar
• Foster NE, Thomas E, Bishop A, Dunn KM, Main CJ. Distinctiveness of psychological obstacles to recovery in low back pain patients in primary care. Pain 2010;148:398–406.
   PubMed Web of Science ®Google Scholar
• Linton S, Hallden K. Can we screen for problematic back pain? A screening questionnaire for predicting outcome in acute and subacute back pain. Clin J Pain 1998;14:209–15.
   PubMed Web of Science ®Google Scholar
• Hancock M, Herbert RD, Maher CG. A guide to interpretation of studies investigating subgroups of responders to physical therapy interventions. Phys Ther 2009;89:698–704.
   PubMed Web of Science ®Google Scholar
• Harris I, Mulford J, Solomon M, van Gelder J, Young J. Association between compensation status and outcome after surgery: a meta-analysis. J Am Med Assoc 2005;293:1644–52.
   PubMed Web of Science ®Google Scholar
• Steenstra I, Verbeek J, Heymans M, Bongers P. Prognostic factors for duration of sick leave in patients sick listed with acute low back pain: a systematic review of the literature. Occup Environ Med 2005;62:851–60.
   PubMed Web of Science ®Google Scholar
• Schoenfeld AJ, Bono CM. Does surgical timing influence functional recovery after lumbar discectomy? A systematic review. Clin Orthop Relat Res 2015;473:1963–70.
   PubMed Web of Science ®Google Scholar
• Nygaard O, Kloster R, Solberg T. Duration of leg pain as a predictor of outcome after surgery for lumbar disc herniation: a prospective cohort study with 1-year follow up. J Neurosurg 2000;92:131–4.
   PubMed Web of Science ®Google Scholar
• Hoogendoorn W, van Poppel MN, Bongers PM, Koes BW, Bouter LM. Systematic review of psychosocial factors at work and private life as risk factors for back pain. Spine 2000;25:2114–25.
   PubMed Web of Science ®Google Scholar
• Linton S. A review of psychological risk factors in back and neck pain. Spine 2000;25:1148–56.
   PubMed Web of Science ®Google Scholar
• Waddell G, Burton AK, Main C. Screening to identify people at risk of long-term incapacity for work: a conceptual and scientific review. London: Royal Society of Medicine; 2003.
   Google Scholar
• Selim A, Ren X, Fincke G, et al. The importance of radiating leg pain in assessing health outcomes among patients with low back pain. Results from the Veterans Health Study. Spine 1998;23:470–4.
   PubMed Web of Science ®Google Scholar
• McKenzie AR, May S, McKenzie R. The lumbar spine: mechanical diagnosis and therapy. 2nd ed. Minneapolis (MN): Orthopaedic Physical Therapy Products; 2003.
   Google Scholar
• May S, Aina A. Centralization and directional preference: a systematic review. Man Ther 2012;17:497–506.
   PubMed Web of Science ®Google Scholar
• Berthelot JM, Maugars Y, Delecrin J, Caillon F, Prost A. Magnetic resonance imaging of lumbar spine disc diseases - frequency of. Presse Med 1995;24:1329–31.
   PubMed Web of Science ®Google Scholar
• Koerner JD, Glaser J, Radcliff K. Which variables are associated with patient-reported outcomes after discectomy? Review of SPORT disc herniation studies. Clin Orthop Relat Res 2015;473:2000–6.
   PubMed Web of Science ®Google Scholar
• Hayden JA, Cote P, Bombardier C. Evaluation of the quality of prognosis studies in systematic reviews. Ann Intern Med 2006;144:427–37.
   PubMed Web of Science ®Google Scholar
• Altman DG, Vergouwe Y, Royston P, Moons K. Prognosis and prognostic research: validating a prognostic model. BMJ 2009;38:338.
   Google Scholar