Risk stratification of patients with low back pain seen in physical therapy practice

Manual Therapy

Volumn 20, Issue 6, 2015, Pages 855-860

  Rodeghero, J R ^a   Cook, C E ^b   Cleland, J A ^c   Mintken, P E ^d  

^a OSF Saint James John W Albrecht Medical Center   (United States)

^b Franklin Pierce University ^*  (United States)

^c FRANKLIN PIERCE UNIVERSITY   (United States)

^d UNIVERSITY OF COLORADO SCHOOL OF MEDICINE   (United States)

Author keywords

Low back pain; Physiotherapy; Risk stratification

Indexed keywords

ADULT; ARTICLE; COHORT ANALYSIS; CONTROLLED STUDY; DISEASE DURATION; FEMALE; HUMAN; INSURANCE; LOW BACK PAIN; MAJOR CLINICAL STUDY; MALE; MEDICAL HISTORY; PHYSIOTHERAPY; PRIORITY JOURNAL; PROGNOSIS; RETROSPECTIVE STUDY; RISK ASSESSMENT; SENESCENCE; SEX DIFFERENCE; TREATMENT OUTCOME; TREATMENT RESPONSE; AGE; AGED; CHRONIC PAIN; CONFIDENCE INTERVAL; CONVALESCENCE; DISABILITY; FACTUAL DATABASE; MIDDLE AGED; ODDS RATIO; PHYSIOLOGY; PREDICTIVE VALUE; TIME FACTOR; YOUNG ADULT;

ADULT; AGE FACTORS; AGED; CHRONIC PAIN; COHORT STUDIES; CONFIDENCE INTERVALS; DATABASES, FACTUAL; DISABILITY EVALUATION; FEMALE; HUMANS; LOW BACK PAIN; MALE; MIDDLE AGED; ODDS RATIO; PHYSICAL THERAPY MODALITIES; PREDICTIVE VALUE OF TESTS; PROGNOSIS; RECOVERY OF FUNCTION; RETROSPECTIVE STUDIES; RISK ASSESSMENT; TIME FACTORS; YOUNG ADULT;

EID: 84951573833     PISSN: 1356689X     EISSN: 15322769     Source Type: Journal    
DOI: 10.1016/j.math.2015.04.007     Document Type: Article

References (47)

1. Altman D.G., Andersen P.K. Bootstrap investigation of the stability of a Cox regression model. Stat Med 1989, 8:771-783.
2. Anema J.R., Schellart A.J., Cassidy J.D., Loisel P., Veerman T.J., van der Beek A.J. Can cross country differences in return-to-work after chronic occupational back pain be explained? An exploratory analysis on disability policies in a six country cohort study. J Occup Rehabil 2009, 19:419-426.
3. Beneciuk J.M., Bishop M.D., Fritz J.M., Robinson M.E., Asal N.R., Nisenzon A.N., et al. The STarT back screening tool and individual psychological measures: evaluation of prognostic capabilities for low back pain clinical outcomes in outpatient physical therapy settings. Phys Ther 2013, 93:321-333.
4. Brooks C., Siegler J.C., Cheema B.S., Marshall P.W. No relationship between body mass index and changes in pain and disability after exercise rehabilitation for patients with mild to moderate chronic low back pain. Spine 2013, 38:2190-2195.
5. Buchbinder R., Blyth F.M., March L.M., Brooks P., Woolf A.D., Hoy D.G. Placing the global burden of low back pain in context. Best Pract Res Clin Rheumatol 2013, 27:575-589.
6. Campbell P., Foster N.E., Thomas E., Dunn K.M. Prognostic indicators of low back pain in primary care: five-year prospective study. J Pain: Off J Am Pain Soc 2013, 14:873-883.
7. Carragee E.J., Barcohana B., Alamin T., van den Haak E. Prospective controlled study of the development of lower back pain in previously asymptomatic subjects undergoing experimental discography. Spine 2004, 29:1112-1117.
8. Chou R., Qaseem A., Owens D.K., Shekelle P. Clinical guidelines committee of the American college of P. Diagnostic imaging for low back pain: advice for high-value health care from the American college of physicians. Ann Intern Med 2011, 154:181-189.
9. Chou R., Shekelle P. Will this patient develop persistent disabling low back pain?. Jama 2010, 303:1295-1302.
10. Coste J., Lefrancois G., Guillemin F., Pouchot J. French study group for quality of life in R. Prognosis and quality of life in patients with acute low back pain: insights from a comprehensive inception cohort study. Arthritis Rheum 2004, 51:168-176.
11. Dinant G.J., Buntinx F.F., Butler C.C. The necessary shift from diagnostic to prognostic research. BMC Fam Pract 2007, 8:53.
12. Dominguez-Almendros S., Benitez-Parejo N., Gonzalez-Ramirez A.R. Logistic regression models. Allergologia Immunopathol 2011, 39:295-305.
13. Dunn K.M., Croft P.R. The importance of symptom duration in determining prognosis. Pain 2006, 121:126-132.
14. Dworkin R.H., Turk D.C., Wyrwich K.W., Beaton D., Cleeland C.S., Farrar J.T., et al. Interpreting the clinical importance of treatment outcomes in chronic pain clinical trials: IMMPACT recommendations. J Pain 2008 Feb, 9(2):105-121.
15. Eng J. Receiver operating characteristic analysis: a primer. Acad Radiol 2005, 12:909-916.
16. Field J., Newell D. Relationship between STarT back screening tool and prognosis for low back pain patients receiving spinal manipulative therapy. Chiropr Man Ther 2012 Jun 12, 20(1):17.
17. Foster N.E., Mullis R., Young J., Doyle C., Lewis M., Whitehurst D., et al. IMPaCT back study protocol. Implementation of subgrouping for targeted treatment systems for low back pain patients in primary care: a prospective population-based sequential comparison. BMC Musculoskelet Disord 2010, 11:186.
18. Freedman D.A. A note on screening regression equations. Am Statistician 1983, 37:152-155.
19. Fritz J.M., Beneciuk J.M., George S.Z. Relationship between categorization with the STarT back screening tool and prognosis for people receiving physical therapy for low back pain. Phys Ther 2011, 91:722-732.
20. Fritz J.M., Brennan G.P., Hunter S.J., Magel J.S. Initial management decisions after a new consultation for low back pain: implications of the usage of physical therapy for subsequent health care costs and utilization. Arch Phys Med Rehabil 2013, 94:808-816.
21. Glattacker M., Heyduck K., Meffert C. Illness beliefs and treatment beliefs as predictors of short-term and medium-term outcome in chronic back pain. J Rehabil Med 2013, 45:268-276.
22. Gregg C.D., McIntosh G., Hall H., Hoffman C.W. Prognostic factors associated with low back pain outcomes. J Prim Health Care 2014, 6:23-30.
23. Harland N., Ryan C.G. The value of pain coping constructs in subcategorising back pain patients according to risk of poor outcome. BioMed Res Int 2013, 2013:898573.
24. Hart D.L., Cook K.F., Mioduski J.E., Teal C.R., Crane P.K. Simulated computerized adaptive test for patients with shoulder impairments was efficient and produced valid measures of function. J Clin Epidemiol 2006, 59:290-298.
25. Hart D.L., Stratford P.W., Werneke M.W., Deutscher D., Wang Y.C. Lumbar computerized adaptive test and Modified Oswestry Low Back Pain Disability Questionnaire: relative validity and important change. J Orthop Sports Phys Ther 2012, 42:541-551.
26. Hart D.L., Werneke M.W., Deutscher D., George S.Z., Stratford P.W. Effect of fear-avoidance beliefs of physical activities on a model that predicts risk-adjusted functional status outcomes in patients treated for a lumbar spine dysfunction. J Orthop Sports Phys Ther 2011, 41:336-345.
27. Hayden J.A., Chou R., Hogg-Johnson S., Bombardier C. Systematic reviews of low back pain prognosis had variable methods and results: guidance for future prognosis reviews. J Clin Epidemiol 2009, 62:781-796. e1.
28. Hendrick P., Milosavljevic S., Hale L., Hurley D.A., McDonough S.M., Herbison P., et al. Does a patient's physical activity predict recovery from an episode of acute low back pain? A prospective cohort study. BMC Musculoskelet Disord 2013, 14:126.
29. Henschke N., Maher C.G., Refshauge K.M., Herbert R.D., Cumming R.G., Bleasel J., et al. Prognosis in patients with recent onset low back pain in Australian primary care: inception cohort study. BMJ 2008, 337:a171.
30. Hill J.C., Dunn K.M., Lewis M., Mullis R., Main C.J., Foster N.E., et al. A primary care back pain screening tool: identifying patient subgroups for initial treatment. Arthritis Rheum 2008, 59:632-641.
31. Homer D.W., Lemeshow S. Applied logistic regression 2000, Wiley, New York. 2nd ed.
32. Hoogendoorn W.E., van Poppel M.N., Bongers P.M., Koes B.W., Bouter L.M. Systematic review of psychosocial factors at work and private life as risk factors for back pain. Spine 2000, 25:2114-2125.
33. Hoy D., Bain C., Williams G., March L., Brooks P., Blyth F., et al. A systematic review of the global prevalence of low back pain. Arthritis Rheum 2012, 64:2028-2037.
34. Hoy D., March L., Brooks P., Blyth F., Woolf A., Bain C., et al. The global burden of low back pain: estimates from the global burden of disease 2010 study. Ann Rheum Dis 2014, 73:968-974.
35. Jensen O.K., Nielsen C.V., Stengaard-Pedersen K. One-year prognosis in sick-listed low back pain patients with and without radiculopathy. Prognostic factors influencing pain and disability. Spine J: Off J North Am Spine Soc 2010, 10:659-675.
36. Martin B.I., Turner J.A., Mirza S.K., Lee M.J., Comstock B.A., Deyo R.A. Trends in health care expenditures, utilization, and health status among US adults with spine problems, 1997-2006. Spine 2009, 34:2077-2084.
37. Melloh M., Elfering A., Egli Presland C., Roeder C., Barz T., Rolli Salathe C., et al. Identification of prognostic factors for chronicity in patients with low back pain: a review of screening instruments. Int Orthop 2009, 33:301-313.
38. Melloh M., Elfering A., Stanton T.R., Kaser A., Salathe C.R., Barz T., et al. Who is likely to develop persistent low back pain? A longitudinal analysis of prognostic occupational factors. Work 2013, 46:297-311.
39. Petersen T., Larsen K., Jacobsen S. One-year follow-up comparison of the effectiveness of McKenzie treatment and strengthening training for patients with chronic low back pain: outcome and prognostic factors. Spine 2007, 32:2948-2956.
40. Pryor D.B., Lee K.L. Methods for the analysis and assessment of clinical databases: the clinician's perspective. Statistics Med 1991, 10:617-628.
41. Rodeghero J.R., Wang Y.C., Flynn T., Cleland J.A., Wainner R.S., Whitman J.M. The impact of physical therapy residency or fellowship education on clinical outcomes for patients with musculoskeletal impairments. J Orthop Sports Phys Ther 2015, 45(2):86-96.
42. Shaw W.S., Tveito T.H., Woiszwillo M.J., Pransky G. The effect of body mass index on recovery and return to work after onset of work-related low back pain. J Occup Environ Med/Am Coll Occup Environ Med 2012, 54:192-197.
43. Shen J., Gao S. A solution to separation and multicollinearity in multiple logistic regression. J Data Sci: JDS 2008, 6:515-531.
44. Tibshirani R. Regression shrinkage and selection via the lasso: a retrospective. J R Stat Soc 2011, 73(3):273-282.
45. Verkerk K., Luijsterburg P.A., Heymans M.W., Ronchetti I., Pool-Goudzwaard A.L., Miedema H.S., et al. Prognosis and course of disability in patients with chronic nonspecific low back pain: a 5- and 12-month follow-up cohort study. Phys Ther 2013, 93:1603-1614.
46. Werneke M.W., Hart D.L., Cutrone G., Oliver D., McGill T., Weinberg J., et al. Association between directional preference and centralization in patients with low back pain. J Orthop Sports Phys Ther 2011, 41:22-31.
47. Werneke M.W., Hart D.L., George S.Z., Stratford P.W., Matheson J.W., Reyes A. Clinical outcomes for patients classified by fear-avoidance beliefs and centralization phenomenon. Arch Phys Med Rehabil 2009, 90:768-777.