Literature DB >> 29669081

Prediction of Persistent Musculoskeletal Pain at 12 Months: A Secondary Analysis of the Optimal Screening for Prediction of Referral and Outcome (OSPRO) Validation Cohort Study.

Jason M Beneciuk1, Trevor A Lentz2, Ying He3, Samuel S Wu4, Steven Z George5.   

Abstract

Background: Musculoskeletal pain is a societal epidemic because it is highly prevalent and a leading contributor to disability; however, physical therapists are still challenged when predicting which patients are at high risk for persistent symptoms. Objective: The objectives of this study were to identify patient characteristics predictive of persistent musculoskeletal pain 12 months following physical therapist care and to determine the influence of anatomical region. Design: The design included a secondary analysis of a cohort study.
Methods: Participants ranged in age from 18 to 65 years, had a primary report of knee, shoulder, back, or neck pain, were receiving physical therapy, and were enrolled in the Orthopedic Physical Therapy Investigative Network (OPT-IN) Optimal Screening for Prediction of Referral and Outcome (OSPRO) validation cohort study. Candidate predictor variables included demographic and clinical characteristics, comorbidities, and OSPRO Review of Systems (OSPRO-ROS) and OSPRO Yellow Flag (OSPRO-YF) tool scores. Persistent musculoskeletal pain was assessed by self-report responses to questions on the duration of pain and activity limitation. Logistic regression was used for completed cases to identify predictors of persistent pain at 12 months in full and parsimonious models.
Results: Follow-up assessment at 12 months was performed for 63.4% of participants (279/440). Participants with persistent pain at 12 months (n = 101; 36.2%) had more comorbidities, higher numerical pain rating scale scores, and higher OSPRO-ROS and OSPRO-YF tool scores at baseline than those without persistent pain, and the findings were independent of anatomical region. The number of comorbidities (odds ratio [OR] range = 0.30-0.46), numerical pain rating scale scores (OR at baseline = 1.44-1.75; OR at 4 weeks = 1.37-1.39), and OSPRO-ROS (plus additional items) scores (OR = 1.33-1.54) were predictors in full and parsimonious models. Limitations: Convenience sampling was used, with a follow-up rate at 12 months (63.4%) that was lower than anticipated, and an operational definition for chronic low back pain was applied to persistent musculoskeletal pain in other body regions. Conclusions: The OSPRO-ROS tool may be used to improve the prediction of persistent musculoskeletal pain at 12 months in conjunction with comorbidities and pain intensity (baseline and 4 weeks). These are potentially important findings because persistent pain was not commonly evaluated in previous screening studies; however, it is a relevant outcome in an era of front-line nonpharmacological pain management.

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Mesh:

Year:  2018        PMID: 29669081      PMCID: PMC6256953          DOI: 10.1093/ptj/pzy021

Source DB:  PubMed          Journal:  Phys Ther        ISSN: 0031-9023


  54 in total

1.  The burden of chronic low back pain: clinical comorbidities, treatment patterns, and health care costs in usual care settings.

Authors:  Mugdha Gore; Alesia Sadosky; Brett R Stacey; Kei-Sing Tai; Douglas Leslie
Journal:  Spine (Phila Pa 1976)       Date:  2012-05-15       Impact factor: 3.468

2.  Out-of-Pocket Spending for Ambulatory Physical Therapy Services From 2008 to 2012: National Panel Survey.

Authors:  Julia Chevan; Daniel L Riddle; Shelby D Reed
Journal:  Phys Ther       Date:  2015-06-25

3.  Latent Class Growth Analysis predicts long term pain and function trajectories in total knee arthroplasty: a study of 689 patients.

Authors:  M M Dowsey; A J Smith; P F M Choong
Journal:  Osteoarthritis Cartilage       Date:  2015-07-14       Impact factor: 6.576

4.  Report of the NIH Task Force on research standards for chronic low back pain.

Authors:  Richard A Deyo; Samuel F Dworkin; Dagmar Amtmann; Gunnar Andersson; David Borenstein; Eugene Carragee; John Carrino; Roger Chou; Karon Cook; Anthony DeLitto; Christine Goertz; Partap Khalsa; John Loeser; Sean Mackey; James Panagis; James Rainville; Tor Tosteson; Dennis Turk; Michael Von Korff; Debra K Weiner
Journal:  J Pain       Date:  2014-04-29       Impact factor: 5.820

5.  Responsiveness of the numeric pain rating scale in patients with low back pain.

Authors:  John D Childs; Sara R Piva; Julie M Fritz
Journal:  Spine (Phila Pa 1976)       Date:  2005-06-01       Impact factor: 3.468

6.  Accuracy of recall of usual pain intensity in back pain patients.

Authors:  Jennifer E Bolton
Journal:  Pain       Date:  1999-12       Impact factor: 6.961

7.  Development of a Yellow Flag Assessment Tool for Orthopaedic Physical Therapists: Results From the Optimal Screening for Prediction of Referral and Outcome (OSPRO) Cohort.

Authors:  Trevor A Lentz; Jason M Beneciuk; Joel E Bialosky; Giorgio Zeppieri; Yunfeng Dai; Samuel S Wu; Steven Z George
Journal:  J Orthop Sports Phys Ther       Date:  2016-03-21       Impact factor: 4.751

8.  Development and Validation of the Keele Musculoskeletal Patient Reported Outcome Measure (MSK-PROM).

Authors:  Jonathan C Hill; Elaine Thomas; Susan Hill; Nadine E Foster; Danielle A van der Windt
Journal:  PLoS One       Date:  2015-04-30       Impact factor: 3.240

9.  The association between comorbidities and pain, physical function and quality of life following hip and knee arthroplasty.

Authors:  W F Peter; J Dekker; C Tilbury; R L Tordoir; S H M Verdegaal; R Onstenk; M R Bénard; S B Vehmeijer; M Fiocco; H M Vermeulen; H M J van der Linden-van der Zwaag; R G H H Nelissen; T P M Vliet Vlieland
Journal:  Rheumatol Int       Date:  2015-01-14       Impact factor: 2.631

10.  The Optimal Screening for Prediction of Referral and Outcome (OSPRO) in patients with musculoskeletal pain conditions: a longitudinal validation cohort from the USA.

Authors:  Steven Z George; Jason M Beneciuk; Trevor A Lentz; Samuel S Wu
Journal:  BMJ Open       Date:  2017-06-08       Impact factor: 2.692

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  13 in total

1.  Development of shoulder pain with job-related repetitive load: mechanisms of tendon pathology and anxiety.

Authors:  Federico Pozzi; Catarina O Sousa; Hillary A Plummer; Brittany Andrade; Daniel Awokuse; Naoko Kono; Wendy J Mack; Shawn C Roll; Lori A Michener
Journal:  J Shoulder Elbow Surg       Date:  2021-10-14       Impact factor: 3.507

2.  How Is the Probability of Reporting Various Levels of Pain 12 Months After Noncatastrophic Injuries Associated with the Level of Peritraumatic Distress?

Authors:  Shirin Modarresi; Joy C MacDermid; Nina Suh; James M Elliott; David M Walton
Journal:  Clin Orthop Relat Res       Date:  2022-02-01       Impact factor: 4.755

3.  Psychometric Evaluation of the Optimal Screening for Prediction of Referral and Outcome Yellow Flag (OSPRO-YF) Tool: Factor Structure, Reliability, and Validity.

Authors:  Katie A Butera; Steven Z George; Trevor A Lentz
Journal:  J Pain       Date:  2019-09-18       Impact factor: 5.820

4.  CANUE: A Theoretical Model of Pain as an Antecedent for Substance Use.

Authors:  Erin Ferguson; Emily Zale; Joseph Ditre; Danielle Wesolowicz; Bethany Stennett; Michael Robinson; Jeff Boissoneault
Journal:  Ann Behav Med       Date:  2021-05-06

5.  Psychosocial Mechanisms of Cognitive-Behavioral-Based Physical Therapy Outcomes After Spine Surgery: Preliminary Findings From Mediation Analyses.

Authors:  Rogelio A Coronado; Dawn M Ehde; Jacquelyn S Pennings; Susan W Vanston; Tatsuki Koyama; Sharon E Phillips; Shannon L Mathis; Matthew J McGirt; Dan M Spengler; Oran S Aaronson; Joseph S Cheng; Clinton J Devin; Stephen T Wegener; Kristin R Archer
Journal:  Phys Ther       Date:  2020-09-28

6.  Psychometric Properties of the OSPRO-YF Screening Tool in Patients with Shoulder Pathology.

Authors:  Helen Razmjou; Veronica Palinkas; Susan Robarts; Deborah Kennedy
Journal:  Physiother Can       Date:  2021       Impact factor: 1.037

7.  What General and Pain-associated Psychological Distress Phenotypes Exist Among Patients with Hip and Knee Osteoarthritis?

Authors:  Trevor A Lentz; Steven Z George; Olivia Manickas-Hill; Morven R Malay; Jonathan O'Donnell; Prakash Jayakumar; William Jiranek; Richard C Mather
Journal:  Clin Orthop Relat Res       Date:  2020-12       Impact factor: 4.755

8.  Sensory and Psychological Factors Predict Exercise-Induced Shoulder Injury Responses in a High-Risk Phenotype Cohort.

Authors:  Katie A Butera; Mark D Bishop; Warren H Greenfield; Roland Staud; Margaret R Wallace; Paul A Borsa; Roger B Fillingim; Steven Z George
Journal:  J Pain       Date:  2021-01-02       Impact factor: 5.383

9.  Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain.

Authors:  Trevor A Lentz; Jason M Beneciuk; Steven Z George
Journal:  BMC Health Serv Res       Date:  2018-08-20       Impact factor: 2.655

10.  Derivation of a Risk Assessment Tool for Prediction of Long-Term Pain Intensity Reduction After Physical Therapy.

Authors:  Maggie E Horn; Steven Z George; Cai Li; Sheng Luo; Trevor A Lentz
Journal:  J Pain Res       Date:  2021-05-28       Impact factor: 3.133

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