ArticleThe journal of pain2015
Subgrouping for patients with low back pain: a multidimensional approach incorporating cluster analysis and the STarT Back Screening Tool.
Article in The journal of pain, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Differential patient responses to spinal manipulative therapy and their relation to spinal degeneration and post-treatment changes in disc diffusion.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2019Trial
- Predictive ability of the start back tool: an ancillary analysis of a low back pain trial from Danish general practice.BMC musculoskeletal disorders · 2017Trial
- Exploring Primary Care Physicians' Current Referral Practices to Physiotherapy and Specialized Care for Musculoskeletal Conditions: A Cross-Sectional Study.Journal of multidisciplinary healthcare · 2026Article
- Efficiency of telephone triage in the assessment of low back pain at a tertiary spine clinic.BMC musculoskeletal disorders · 2025Observational
- Patient-Reported Outcomes Among an Observational Cohort of Individuals With Chronic Low Back Pain.JOR spine · 2025Article
- Exploring the Biopsychosocial Impact of Chronic Low Back Pain in Workers Through Artificial Intelligence-Driven Phenotyping.JOR spine · 2025Article
- Risk Stratification in a Tertiary Care Spine Centre: Comparison Between STarTBack and OSPRO-YF Screening Tools.Physiotherapy Canada. Physiotherapie Canada · 2023Article
- Self-reported physical function is strongly related to pain behavior and pain interference and weakly related to physical capacity in people with chronic low back pain.Musculoskeletal science & practice · 2023Article
- The relationship between the Keele STarT back screening tool, the short form of central sensitivity inventory and health-related quality of life in patients with low back pain.The Journal of manual & manipulative therapy · 2022Article
- Composite psychosocial risk based on the fear avoidance model in patients undergoing anterior cruciate ligament reconstruction: Cluster-based analysis.Physical therapy in sport : official journal of the Association of Chartered Physiotherapists in Sports Medicine · 2021Article
- Adding Physical Impairment to Risk Stratification Improved Outcome Prediction in Low Back Pain.Physical therapy · 2021Observational
- What General and Pain-associated Psychological Distress Phenotypes Exist Among Patients with Hip and Knee Osteoarthritis?Clinical orthopaedics and related research · 2020Article
- Nicotine dependence and the International Association for the Study of Pain neuropathic pain grade in patients with chronic low back pain and radicular pain: is there an association?The Korean journal of pain · 2020Article
- Artificial intelligence to improve back pain outcomes and lessons learnt from clinical classification approaches: three systematic reviews.NPJ digital medicine · 2020Review
- Effects of Low-Dose Therapist-Led Self-Exercise Education on the Management of Chronic Low Back Pain: Protocol for a Community-Based, Randomized, 6-Month Parallel-Group Study.Spine surgery and related research · 2019Article
- Article
- Predicting outcomes of acute low back pain patients in emergency department: A prospective observational cohort study.Medicine · 2018Observational
- Emotional distress drives health services overuse in patients with acute low back pain: a longitudinal observational study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2016Observational
- Preliminary Evaluation of a Modified STarT Back Screening Tool Across Different Musculoskeletal Pain Conditions.Physical therapy · 2016Article
- Could the clinical interpretability of subgroups detected using clustering methods be improved by using a novel two-stage approach?Chiropractic & manual therapies · 2015Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
unlabelledEarly screening for psychological distress has been suggested to improve patient management for individuals experiencing low back pain. This study compared 2 approaches to psychological screening (ie, multidimensional and unidimensional) so that preliminary recommendations on which approach may be appropriate for use in clinical settings other than primary care could be provided. Specifically, this study investigated aspects of the STarT Back Screening Tool (SBT): 1) discriminant validity by evaluating its relationship with unidimensional psychological measures and 2) construct validity by evaluating how SBT risk categories compared to empirically derived subgroups using unidimensional psychological and disability measures. Patients (N = 146) receiving physical therapy for LBP were administered the SBT and a battery of unidimensional psychological measures at initial evaluation. Clinical measures consisted of pain intensity and self-reported disability. Several SBT risk-dependent relationships (ie, SBT low < medium < high risk) were identified for unidimensional psychological measure scores, with depressive symptom scores associated with the strongest influence on SBT risk categorization. Empirically derived subgroups indicated that there was no evidence of distinctive patterns among psychological or disability measures other than high or low profiles; therefore, 2 groups may provide a clearer representation of the level of pain-associated psychological distress, maladaptive coping, and disability in this setting compared with 3 groups as suggested when using the SBT in primary care settings. PERSPECTIVE: This study suggests that the SBT can replace administering several unidimensional psychological measures as a first-line screening measure for psychological distress. However, clinicians need to be aware of the potential for misclassification with SBT results when compared to unidimensional measures. This study also suggests that a modified SBT risk stratification scheme based on empirically derived subgroups could potentially assist in identifying elevated levels of pain-associated psychological distress, maladaptive coping, and disability in practice settings outside of primary care. Patients identified with elevated levels of pain-associated distress and maladaptive coping may be indicated for additional assessment using construct-specific questionnaires.
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