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Karran EL, Cashin AG, Barker T, Boyd MA, Chiarotto A, Mohabir V, Petkovic J, Sharma S, Tugwell P, Moseley GL. Development of recommendations for a minimum dataset for Identifying Social factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in pain research. MethodsX 2024; 12:102496. [PMID: 38094987 PMCID: PMC10715998 DOI: 10.1016/j.mex.2023.102496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 11/23/2023] [Indexed: 10/17/2024] Open
Abstract
There is increasing recognition of the need for researchers to collect and report data that can illuminate health inequities. In pain research, routinely collecting equity-relevant data has the potential to inform about the generalisability of findings; whether the intervention has differential effects across strata of society; or it could be used to guide population targeting for clinical studies. Developing clarity and consensus on what data should be collected and how to collect it is required to prompt researchers to further consider equity issues in the planning, conduct, interpretation, and reporting of research. The overarching aim of the 'Identifying Social Factors that Stratify Health Opportunities and Outcomes' (ISSHOOs) in pain research project is to provide researchers in the pain field with recommendations to guide the routine collection of equity-relevant data. The design of this project is consistent with the methods outlined in the 'Guidance for Developers of Health Research Reporting Guidelines' and involves 4 stages: (i) Scoping review; (ii) Delphi Study; (iii) Consensus Meeting; and (iv) Focus Groups. This stakeholder-engaged project will produce a minimum dataset that has global, expert consensus. Results will be disseminated along with explanation and elaboration as a crucial step towards facilitating future action to address avoidable disparities in pain outcomes.
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Affiliation(s)
- Emma L. Karran
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Innovation, Implementation and Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
| | - Aidan G. Cashin
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, New South Wales, Australia
- School of Health Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Trevor Barker
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
| | - Mark A. Boyd
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia
- Northern Adelaide Local health Network, Adelaide, South Australia, Australia
| | - Alessandro Chiarotto
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Vina Mohabir
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Child Health Evaluative Sciences, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jennifer Petkovic
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Bruyere Research Institute, University of Ottawa, Ottawa, Canada
| | - Saurab Sharma
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, New South Wales, Australia
- School of Health Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Peter Tugwell
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Bruyere Research Institute, University of Ottawa, Ottawa, Canada
- Department of Medicine and School of Epidemiology, University of Ottawa, Ottawa, Canada
| | - G. Lorimer Moseley
- The ‘Identifying Social Factors that Stratify Health Opportunities and Outcomes (ISSHOOs) in Pain Research’ Collaboration
- Innovation, Implementation and Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
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Shockey T, Alterman T, Yang H, Lu ML. Workplace Psychosocial Factors, Work Organization, and Physical Exertion as Risk Factors for Low Back Pain Among US Workers: Data From the 2015 National Health Interview Survey. J Occup Environ Med 2024; 66:467-474. [PMID: 38471812 PMCID: PMC11683765 DOI: 10.1097/jom.0000000000003087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
OBJECTIVE To evaluate the association between workplace psychosocial, organization, and physical risk factors with low back pain (LBP) among US workers. METHODS 2015 National Health Interview Survey data were analyzed to calculate the prevalence rates and prevalence ratios for LBP across levels of workplace psychosocial and organizational risk factors among 17,464 US adult workers who worked ≥20 hours per week. Results were also stratified by workplace physical exertion. RESULTS The adjusted prevalence rates of LBP were significantly elevated for workers reporting high job demand, low job control, work-family imbalance, bullying, job insecurity, working alternate shifts, and physical exertion. Job control and nonstandard shifts were significantly associated with LBP only among those who reported low/no physical exertion. CONCLUSIONS LBP prevalence was associated with select workplace psychosocial and organization risk factors. Stratification by physical exertion modified multiple associations.
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Affiliation(s)
- Taylor Shockey
- From the Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Cincinnati, Ohio (T.S., T.A., M.-L.L.); and University of California-Irvine, School of Medicine, Irvine, California (H.Y.)
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Pottkotter K, Hazlett M, Mansfield CJ, Rethman K, Fritz JM, Quatman-Yates CC, Briggs MS. Understanding social determinants of health and physical therapy outcomes in patients with low back pain: A scoping review. Musculoskeletal Care 2024; 22:e1888. [PMID: 38747557 DOI: 10.1002/msc.1888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 04/10/2024] [Accepted: 04/13/2024] [Indexed: 05/21/2024]
Abstract
BACKGROUND Low back pain (LBP) is the number one cause of disability worldwide; however, it is not clear how social determinants of health (SDOH) impact care management and outcomes related to physical therapy (PT) services for patients with LBP. OBJECTIVE The purposes of this scoping review are to examine and assimilate the literature on how SDOH and PT care relate to non-specific LBP outcomes and identify gaps in the literature to target for future research. METHODS Data were extracted from eight electronic databases from January 2011 to February 2022. Reviewers independently screened all studies using the PRISMA extension for scoping review guidelines. Data related to study design, type of PT, type of non-specific LBP, patient demographics, PT intervention, SDOH, and PT outcomes were extracted from the articles. RESULTS A total of 30,523 studies were screened, with 1961 articles undergoing full text review. Ultimately, 76 articles were identified for inclusion. Sex and age were the most frequent SDOH examined (88% and 78% respectively) followed by education level (18%). Approximately half of the studies that examined age, sex, and education level identified no effect on outcomes. The number of studies examining other factors was small and the types of outcomes evaluated were variable, which limited the ability to pool results. CONCLUSIONS Sex and age were the most frequent SDOH examined followed by education level. Other factors were evaluated less frequently, making it difficult to draw conclusions. Study design and heterogeneity of determinants and outcomes were barriers to examining the potential impact on patients with LBP.
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Affiliation(s)
- Kristy Pottkotter
- The Ohio State University Wexner Medical Center, Ambulatory Rehabilitation, Columbus, Ohio, USA
- The Ohio State University Wexner Medical Center, Sports Medicine Research Institute, Columbus, Ohio, USA
| | - Miriam Hazlett
- The Ohio State University School of Health and Rehabilitation Sciences, Columbus, Ohio, USA
| | - Cody J Mansfield
- The Ohio State University Wexner Medical Center, Ambulatory Rehabilitation, Columbus, Ohio, USA
- The Ohio State University Wexner Medical Center, Sports Medicine Research Institute, Columbus, Ohio, USA
- The Ohio State University School of Health and Rehabilitation Sciences, Columbus, Ohio, USA
| | - Katherine Rethman
- The Ohio State University Wexner Medical Center, Ambulatory Rehabilitation, Columbus, Ohio, USA
- The Ohio State University Wexner Medical Center, Sports Medicine Research Institute, Columbus, Ohio, USA
| | - Julie M Fritz
- College of Health, The University of Utah, Salt Lake City, Utah, USA
| | - Catherine C Quatman-Yates
- The Ohio State University Wexner Medical Center, Sports Medicine Research Institute, Columbus, Ohio, USA
- The Ohio State University School of Health and Rehabilitation Sciences, Columbus, Ohio, USA
| | - Matthew S Briggs
- The Ohio State University Wexner Medical Center, Ambulatory Rehabilitation, Columbus, Ohio, USA
- The Ohio State University Wexner Medical Center, Sports Medicine Research Institute, Columbus, Ohio, USA
- The Ohio State University School of Health and Rehabilitation Sciences, Columbus, Ohio, USA
- Department of Orthopaedics, The Ohio State University, Columbus, Ohio, USA
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MacIntyre E, Braithwaite FA, Stanton TR, Burke ALJ. Waiting in Pain II: An Updated Analysis of the Multidisciplinary Staffing Levels and Clinical Activity in Australian Specialist Persistent Pain Services. THE JOURNAL OF PAIN 2024; 25:104446. [PMID: 38101527 DOI: 10.1016/j.jpain.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 11/17/2023] [Accepted: 12/08/2023] [Indexed: 12/17/2023]
Abstract
This study provides an update on multidisciplinary staffing and clinical activity in Australian specialist persistent pain services. Of the 109 services identified, 57 responded, met inclusion criteria and completed a study-specific questionnaire detailing service characteristics, staff resources, and clinical activities. Where possible, data were compared between the 'Waiting in Pain' (WIP) investigations (WIP-I: Dec'08-Jan'10, WIP-II: Jul'16-Feb'18). WIP-II found more pain services (Level 1 centres, rural services) and more full-time equivalent (FTE) staffing (overall, psychiatry, psychology, occupational therapy) than WIP-I. Although Level 1 centres employed more FTE staff (overall, medical) than Level 2 clinics, staffing was comparable when considered relative to clinical activity and this was stable over time for most disciplines. Clinical activity in metropolitan and rural services also remained stable, as did rural service staffing (type, FTE), suggesting that newer clinics replicated existing models. WIP-II highlighted greater diversity in group structures than WIP-I and an associated mean .02FTE allied health staff/patient seen (WIP-I = .03 FTE). Staffing (amounts, types) did not change significantly over time when considered relative to clinical activity, supporting the conclusion that these are workable clinical structures. However, changes in group format (duration, staffing) suggest a shift towards lower-intensity programmes that require less allied health staffing to deliver. PERSPECTIVE: This article presents updated data regarding multidisciplinary staffing profiles, clinical activity, and group programme structures within Australian specialist persistent pain services and examines changes since the original investigation. As the only published staffing profile for multidisciplinary pain services, this project provides critical information to inform service (re)design and care delivery.
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Affiliation(s)
- E MacIntyre
- IIMPACT in Health, University of South Australia, Adelaide, Australia
| | - F A Braithwaite
- IIMPACT in Health, University of South Australia, Adelaide, Australia
| | - T R Stanton
- IIMPACT in Health, University of South Australia, Adelaide, Australia
| | - A L J Burke
- The Australian Pain Society, North Sydney, New South Wales, Australia; Psychology Department, Central Adelaide Local Health Network, Adelaide, South Australia, Australia; School of Psychology, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
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Salazar-Méndez J, Cuyul-Vásquez I, Ponce-Fuentes F, Guzmán-Muñoz E, Núñez-Cortés R, Huysmans E, Lluch-Girbés E, Viscay-Sanhueza N, Fuentes J. Pain neuroscience education for patients with chronic pain: A scoping review from teaching-learning strategies, educational level, and cultural perspective. PATIENT EDUCATION AND COUNSELING 2024; 123:108201. [PMID: 38387389 DOI: 10.1016/j.pec.2024.108201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 02/24/2024]
Abstract
OBJECTIVE (1) To identify the characteristics of PNE programs in terms of teaching-learning strategies, session modality, content delivery format, number of sessions, total minutes and instructional support material used in patients with chronic musculoskeletal pain, (2) to describe PNE adaptations for patients with different educational levels or cultural backgrounds, and (3) to describe the influence of the patient's educational level or cultural background on the effects of PNE. METHODS The PRISMA guideline for scoping reviews was followed. Nine databases were systematically searched up to July 8, 2023. Articles that examined clinical or psychosocial variables in adults with chronic musculoskeletal pain who received PNE were included. RESULTS Seventy-one articles were included. Studies found benefits of PNE through passive/active teaching-learning strategies with group/individual sessions. However, PNE programs presented great heterogeneity and adaptations to PNE were poorly reported. Most studies did not consider educational level and culture in the effects of PNE. CONCLUSIONS Despite the large number of studies on PNE and increased interest in this intervention, the educational level and culture are poorly reported in the studies. PRACTICAL IMPLICATIONS It is recommended to use passive and/or active teaching-learning strategies provided in individual and/or group formats considering the patient's educational level and culture.
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Affiliation(s)
| | - Iván Cuyul-Vásquez
- Departamento de Procesos Terapéuticos, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Chile; Facultad de las Ciencias de la Salud, Universidad Autónoma de Chile, Temuco, Chile
| | - Felipe Ponce-Fuentes
- Escuela de Kinesiología, Facultad de Medicina y Ciencias de la Salud, Universidad Mayor, Temuco, Chile
| | - Eduardo Guzmán-Muñoz
- Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Chile; Escuela de Kinesiología, Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Talca, Chile
| | - Rodrigo Núñez-Cortés
- Physiotherapy in Motion Multispeciality Research Group (PTinMOTION), Department of Physiotherapy, University of Valencia, Valencia, Spain; Departament of Physical Therapy, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Eva Huysmans
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy,Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels 1090, Belgium; Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels 1090, Belgium; Research Foundation - Flanders (FWO), Brussels, Belgium
| | - Enrique Lluch-Girbés
- Physiotherapy in Motion Multispeciality Research Group (PTinMOTION), Department of Physiotherapy, University of Valencia, Valencia, Spain; Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy,Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels 1090, Belgium
| | | | - Jorge Fuentes
- Clinical Research Lab, Department of Physical Therapy, Catholic University of Maule, Chile; Faculty of Rehab Medicine, University of Alberta, Edmonton, Canada.
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Salazar-Méndez J, Cuyul-Vásquez I, Ponce-Fuentes F, Núñez-Cortés R, Mendez-Rebolledo G, Fuentes J. Effectiveness of in-group versus individually administered pain neuroscience education on clinical and psychosocial outcomes in patients with chronic low back pain: randomized controlled study protocol. PeerJ 2024; 12:e17507. [PMID: 38832030 PMCID: PMC11146333 DOI: 10.7717/peerj.17507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 05/13/2024] [Indexed: 06/05/2024] Open
Abstract
Objective (1) This trial will compare the clinical and psychosocial effectiveness of in-group and individually pain neuroscience education (PNE) in patients with chronic low back pain (CLBP). In addition, (2) the influence of social determinants of health on post-treatment results will be analyzed. Methods A three-arm randomized controlled trial will be conducted. Sixty-nine participants with CLBP will be recruited in a 1:1:1 ratio. Participants, assessor, and statistician will be blinded to group assignment. The PNE intervention will be adapted to the context of the participants. An experimental group (n = 33) will receive PNE in an in-group modality, the other experimental group (n = 33) will receive PNE in an individually modality and the control group (n = 33) will continue with usual care. Additionally, participants will be encouraged to stay active by walking for 20-30 min 3-5 times per week and will be taught an exercise to improve transversus abdominis activation (bracing or abdominal following). The outcome measures will be fear avoidance and beliefs, pressure pain threshold, pain self-efficacy, catastrophizing, pain intensity, and treatment expectation. Outcome measures will be collected at one-week before intervention, immediately post-intervention, and four-weeks post-intervention. Conclusion The innovative approach of PNE oriented to fear beliefs proposed in this study could broaden the application strategies of this educational therapeutic modality. Impact. Contextualized PNE delivered by physical therapist could be essential to achieve a good cost-effectiveness ratio of this intervention to improve the clinical condition of people with CLBP.
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Affiliation(s)
- Joaquín Salazar-Méndez
- Laboratorio de Investigación Somatosensorial y Motora, Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Talca, Chile
- Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Talca, Chile
| | - Iván Cuyul-Vásquez
- Departamento de Procesos Terapéuticos, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco, Chile
- Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Temuco, Chile
| | | | - Rodrigo Núñez-Cortés
- Departament of Physical Therapy, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Guillermo Mendez-Rebolledo
- Laboratorio de Investigación Somatosensorial y Motora, Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Talca, Chile
- Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Talca, Chile
| | - Jorge Fuentes
- Clinical Research Lab, Department of Physical Therapy, Catholic University of Maule, Talca, Chile
- Faculty of Rehab Medicine, University of Alberta, Edmonton, Canada
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Leininger BD, Johnson PJ, Bronfort G, Kuntz KM, Enns E, Hodges JS, Evans R. How well do participants in clinical trials represent the U.S. population with chronic neck or back pain? BMC Musculoskelet Disord 2024; 25:414. [PMID: 38802802 PMCID: PMC11129496 DOI: 10.1186/s12891-024-07524-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 05/14/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND Randomized clinical trials (RCTs) are the gold standard for assessing treatment effectiveness; however, they have been criticized for generalizability issues such as how well trial participants represent those who receive the treatments in clinical practice. We assessed the representativeness of participants from eight RCTs for chronic spine pain in the U.S., which were used for an individual participant data meta-analysis on the cost-effectiveness of spinal manipulation for spine pain. In these clinical trials, spinal manipulation was performed by chiropractors. METHODS We conducted a retrospective secondary analysis of RCT data to compare trial participants' socio-demographic characteristics, clinical features, and health outcomes to a representative sample of (a) U.S. adults with chronic spine pain and (b) U.S. adults with chronic spine pain receiving chiropractic care, using secondary data from the National Health Interview Survey (NHIS) and Medical Expenditure Panel Survey (MEPS). We assessed differences between trial and U.S. spine populations using independent t-tests for means and z-tests for proportions, accounting for the complex multi-stage survey design of the NHIS and MEPS. RESULTS We found the clinical trials had an under-representation of individuals from health disparity populations with lower percentages of racial and ethnic minority groups (Black/African American 7% lower, Hispanic 8% lower), less educated (No high school degree 19% lower, high school degree 11% lower), and unemployed adults (25% lower) with worse health outcomes (physical health scores 2.5 lower and mental health scores 5.3 lower using the SF-12/36) relative to the U.S. population with spine pain. While the odds of chiropractic use in the U.S. are lower for individuals from health disparity populations, the trials also under-represented these populations relative to U.S. adults with chronic spine pain who visit a chiropractor. CONCLUSIONS Health disparity populations are not well represented in spine pain clinical trials. Embracing key community-based approaches, which have shown promise for increasing participation of underserved communities, is needed.
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Affiliation(s)
- Brent D Leininger
- Integrative Health and Wellbeing Research Program Earl E. Bakken Center for Spirituality & Healing, University of Minnesota, Mayo Memorial Building C504, 420 Delaware Street, Minneapolis, MN, 55414, USA.
| | - Pamela Jo Johnson
- Department of Public Health, North Dakota State University, 640R Aldevron Tower, 1455 14th Ave N, Fargo, ND, 58102, USA
| | - Gert Bronfort
- Integrative Health and Wellbeing Research Program Earl E. Bakken Center for Spirituality & Healing, University of Minnesota, Mayo Memorial Building C504, 420 Delaware Street, Minneapolis, MN, 55414, USA
| | - Karen M Kuntz
- Division of Health Policy & Management School of Public Health, University of Minnesota, 420 Delaware St SE, MMC 729 Mayo, Minneapolis, MN, 55455, USA
| | - Eva Enns
- Division of Health Policy & Management School of Public Health, University of Minnesota, 420 Delaware St SE, MMC 729 Mayo, Minneapolis, MN, 55455, USA
| | - James S Hodges
- Division of Biostatistics, School of Public Health, University of Minnesota, 2221 University Ave SE, Room 200 University Office Plaza, Minneapolis, MN, 55414, USA
| | - Roni Evans
- Integrative Health and Wellbeing Research Program Earl E. Bakken Center for Spirituality & Healing, University of Minnesota, Mayo Memorial Building C504, 420 Delaware Street, Minneapolis, MN, 55414, USA
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Hur JD, Lee J. Pay-for-performance and low back pain with interaction of overwork: findings from the cross-sectional Korean working conditions survey. Front Public Health 2024; 12:1364859. [PMID: 38832228 PMCID: PMC11144914 DOI: 10.3389/fpubh.2024.1364859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 05/03/2024] [Indexed: 06/05/2024] Open
Abstract
Background Pay-for-performance (PFP) is a type of incentive system where employees receive monetary rewards for meeting predefined standards. While previous research has investigated the relationship between PFP and health outcomes, the focus has primarily been on mental health. Few studies have explored the impact of PFP on specific physical symptoms like pain. Methods Data from the Korean Working Conditions Survey (KWCS) was analyzed, encompassing 20,815 subjects with information on PFP and low back pain (LBP). The associations between types of base pay (BP) and PFP with LBP were examined using multivariate logistic regression models, taking into account a directed acyclic graph (DAG). The interaction of overtime work was further explored using stratified logistic regression models and the relative excess risk for interaction. Results The odds ratio (OR) for individuals receiving both BP and PFP was statistically significant at 1.19 (95% CI 1.04-1.35) compared to those with BP only. However, when the DAG approach was applied and necessary correction variables were adjusted, the statistical significance indicating a relationship between PFP and LBP vanished. In scenarios without PFP and with overtime work, the OR related to LBP was significant at 1.54 (95% CI 1.35-1.75). With the presence of PFP, the OR increased to 2.02 (95% CI 1.66-2.45). Conclusion Pay-for-performance may influence not just psychological symptoms but also LBP in workers, particularly in conjunction with overtime work. The impact of management practices related to overtime work on health outcomes warrants further emphasis in research.
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Affiliation(s)
- Julia D. Hur
- Department of Management and Organizations, New York University, New York, NY, United States
- Department of Management and Organizations, New York University Shanghai, Shanghai, China
| | - Jongin Lee
- Department of Occupational and Environmental Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Tang X, Li Q, Li ZH. Mediating effect of metabolic syndrome in the association of educational attainment with intervertebral disc degeneration and low back pain. Heliyon 2024; 10:e30272. [PMID: 38707474 PMCID: PMC11068810 DOI: 10.1016/j.heliyon.2024.e30272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 04/17/2024] [Accepted: 04/23/2024] [Indexed: 05/07/2024] Open
Abstract
The causal association of educational attainment (EA) with intervertebral disc degeneration (IVDD) or low back pain (LBP), and the mediating effect of metabolic syndrome (MetS) in this association, is not studied to date. In this study, using summary statistics of genome-wide association studies primarily conducted in the individuals of European ancestry, Mendelian randomization (MR) analyses were performed to investigate: (1) the total and direct effects of EA on IVDD and LBP, (2) bidirectional associations of EA with MetS or the components of MetS, (3) causal effects of MetS or its components on IVDD and LBP, and (4) mediating effects of MetS or its components on the causal associations of EA with IVDD and LBP. Univariable MR analysis demonstrated that genetically proxied EA was inversely associated with IVDD (ORIVW: 0.90; 95 % CI: 0.87-0.92) and LBP (ORIVW: 0.86; 95 % CI: 0.84-0.89). Consistent results were obtained after adjusting for potential confounders (cognition, economic level, smoking traits, and metabolic factors). Mediation analysis proved that the effect of EA on IVDD mediated by MetS, waist circumference, and high-density lipoprotein cholesterol was 11.38 %, 9.22 %, and 2.17 %, respectively. Besides, MetS mediated 8.42 % and waist circumference mediated 5.81 % of the EA effects on LBP, respectively. Our findings provided support for MetS mediating the causal protective effects of EA on IVDD and LBP, which provided causal evidence to the etiology and intervention targets of IVDD and LBP.
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Affiliation(s)
- Xijie Tang
- Department of Orthopedics, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, 430000, China
| | - Qiu Li
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430077, China
| | - Zhang-Hua Li
- Department of Orthopedics, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, 430000, China
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Lorimer Moseley G, Leake HB, Beetsma AJ, Watson JA, Butler DS, van der Mee A, Stinson JN, Harvie D, Palermo TM, Meeus M, Ryan CG. Teaching Patients About Pain: The Emergence of Pain Science Education, its Learning Frameworks and Delivery Strategies. THE JOURNAL OF PAIN 2024; 25:104425. [PMID: 37984510 DOI: 10.1016/j.jpain.2023.11.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 11/07/2023] [Accepted: 11/09/2023] [Indexed: 11/22/2023]
Abstract
Since it emerged in the early 2000's, intensive education about 'how pain works', widely known as pain neuroscience education or explaining pain, has evolved into a new educational approach, with new content and new strategies. The substantial differences from the original have led the PETAL collaboration to call the current iteration 'Pain Science Education'. This review presents a brief historical context for Pain Science Education, the clinical trials, consumer perspective, and real-world clinical data that have pushed the field to update both content and method. We describe the key role of educational psychology in driving this change, the central role of constructivism, and the constructivist learning frameworks around which Pain Science Education is now planned and delivered. We integrate terminology and concepts from the learning frameworks currently being used across the PETAL collaboration in both research and practice-the Interactive, Constructive, Active, Passive framework, transformative learning theory, and dynamic model of conceptual change. We then discuss strategies that are being used to enhance learning within clinical encounters, which focus on the skill, will, and thrill of learning. Finally, we provide practical examples of these strategies so as to assist the reader to drive their own patient pain education offerings towards more effective learning. PERSPECTIVE: Rapid progress in several fields and research groups has led to the emergence 'Pain Science Education'. This PETAL review describes challenges that have spurred the field forward, the learning frameworks and educational strategies that are addressing those challenges, and some easy wins to implement and mistakes to avoid.
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Affiliation(s)
- G Lorimer Moseley
- The Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Kaurna Country, Adelaide, Australia.
| | - Hayley B Leake
- The Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Kaurna Country, Adelaide, Australia
| | - Anneke J Beetsma
- The Pain Education Team to Advance Learning (PETAL) Collaboration; Research group Healthy Ageing, Allied Health Care and Nursing, Hanze University of Applied Sciences Groningen, the Netherlands
| | - James A Watson
- The Pain Education Team to Advance Learning (PETAL) Collaboration; Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, Middlesbrough, UK; Integrated Musculoskeletal Service, Community Pain Management, North Tees and Hartlepool NHS Foundation Trust, Stockton-on-Tees, UK
| | - David S Butler
- The Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Kaurna Country, Adelaide, Australia
| | - Annika van der Mee
- The Pain Education Team to Advance Learning (PETAL) Collaboration; Consumer Representative, Research group Healthy Ageing, Allied Health Care and Nursing, Hanze University of Applied Sciences Groningen, the Netherlands
| | - Jennifer N Stinson
- The Pain Education Team to Advance Learning (PETAL) Collaboration; Child Health Evaluative Sciences, The Research Institute, The Hospital for Sick Children and Lawrence S. Bloomberg, Faculty of Nursing, The University of Toronto, Toronto, Ontario, Canada
| | - Daniel Harvie
- The Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Kaurna Country, Adelaide, Australia
| | - Tonya M Palermo
- The Pain Education Team to Advance Learning (PETAL) Collaboration; Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington
| | - Mira Meeus
- The Pain Education Team to Advance Learning (PETAL) Collaboration; MOVANT research group, Department of Rehabilitation Sciences and Physiotherapy, Faculty of Medicine and Health Sciences, University of Antwerp, Belgium
| | - Cormac G Ryan
- The Pain Education Team to Advance Learning (PETAL) Collaboration; Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, Middlesbrough, UK
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Armstrong M, Castellanos J, Christie D. Chronic pain as an emergent property of a complex system and the potential roles of psychedelic therapies. FRONTIERS IN PAIN RESEARCH 2024; 5:1346053. [PMID: 38706873 PMCID: PMC11066302 DOI: 10.3389/fpain.2024.1346053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 04/02/2024] [Indexed: 05/07/2024] Open
Abstract
Despite research advances and urgent calls by national and global health organizations, clinical outcomes for millions of people suffering with chronic pain remain poor. We suggest bringing the lens of complexity science to this problem, conceptualizing chronic pain as an emergent property of a complex biopsychosocial system. We frame pain-related physiology, neuroscience, developmental psychology, learning, and epigenetics as components and mini-systems that interact together and with changing socioenvironmental conditions, as an overarching complex system that gives rise to the emergent phenomenon of chronic pain. We postulate that the behavior of complex systems may help to explain persistence of chronic pain despite current treatments. From this perspective, chronic pain may benefit from therapies that can be both disruptive and adaptive at higher orders within the complex system. We explore psychedelic-assisted therapies and how these may overlap with and complement mindfulness-based approaches to this end. Both mindfulness and psychedelic therapies have been shown to have transdiagnostic value, due in part to disruptive effects on rigid cognitive, emotional, and behavioral patterns as well their ability to promote neuroplasticity. Psychedelic therapies may hold unique promise for the management of chronic pain.
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Affiliation(s)
- Maya Armstrong
- Department of Family & Community Medicine, University of New Mexico, Albuquerque, NM, United States
| | - Joel Castellanos
- Division of Pain Medicine, Department of Anesthesiology, University of California, San Diego, CA, United States
| | - Devon Christie
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
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Ryan CG, Karran EL, Wallwork SB, Pate JW, O'Keeffe M, Fullen BM, Livadas N, Jones N, Toumbourou JW, Gilchrist P, Cameron PA, Fatoye F, Ravindran D, Lorimer Moseley G. We Are All in This Together-Whole of Community Pain Science Education Campaigns to Promote Better Management of Persistent Pain. THE JOURNAL OF PAIN 2024; 25:902-917. [PMID: 37918470 DOI: 10.1016/j.jpain.2023.10.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 10/02/2023] [Accepted: 10/25/2023] [Indexed: 11/04/2023]
Abstract
Persistent pain is a major public health issue-estimated to affect a quarter of the world's population. Public understanding of persistent pain is based on outdated biomedical models, laden with misconceptions that are contrary to best evidence. This understanding is a barrier to effective pain management. Thus, there have been calls for public health-based interventions to address these misconceptions. Previous pain-focussed public education campaigns have targeted pain beliefs and behaviours that are thought to promote recovery, such as staying active. However, prevailing pain-related misconceptions render many of these approaches counter-intuitive, at best. Pain Science Education improves understanding of 'how pain works' and has been demonstrated to improve pain and disability outcomes. Extending Pain Science Education beyond the clinic to the wider community seems warranted. Learning from previous back pain-focussed and other public health educational campaigns could optimise the potential benefit of such a Pain Science Education campaign. Pain Science Education-grounded campaigns have been delivered in Australia and the UK and show promise, but robust evaluations are needed before any firm conclusions on their population impact can be made. Several challenges exist going forward. Not least is the need to ensure all stakeholders are involved in the development and implementation of Pain Science Education public messaging campaigns. Furthermore, it is crucial that campaigns are undertaken through a health equity lens, incorporating underrepresented communities to ensure that any intervention does not widen existing health inequalities associated with persistent pain. PERSPECTIVE: Public misconceptions about pain are a significant public health challenge and a viable intervention target to reduce the personal, social, and economic burden of persistent pain. Adaptation of Pain Science Education, which improves misconceptions in a clinical setting, into the public health setting seems a promising approach to explore.
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Affiliation(s)
- Cormac G Ryan
- Pain Education Team to Advance Learning (PETAL) Collaboration; Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, UK
| | - Emma L Karran
- Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, University of South Australia, Kaurna Country, Adelaide, Australia
| | - Sarah B Wallwork
- Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, University of South Australia, Kaurna Country, Adelaide, Australia
| | - Joshua W Pate
- Pain Education Team to Advance Learning (PETAL) Collaboration; Graduate School of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Mary O'Keeffe
- Pain Education Team to Advance Learning (PETAL) Collaboration; Institute for Musculoskeletal Health, School of Public Health, Faculty of Medicine and Health, University of Sydney, Australia
| | - Brona M Fullen
- Pain Education Team to Advance Learning (PETAL) Collaboration; UCD School of Public Health, Physiotherapy and Sports Science, Dublin, Ireland
| | - Nick Livadas
- Pain Education Team to Advance Learning (PETAL) Collaboration; Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, UK
| | - Niki Jones
- Pain Education Team to Advance Learning (PETAL) Collaboration
| | - John W Toumbourou
- Pain Education Team to Advance Learning (PETAL) Collaboration; Deakin University, School of Psychology and Centre for Social and Early Emotional Development, Geelong, Australia
| | - Peter Gilchrist
- Pain Education Team to Advance Learning (PETAL) Collaboration; The University of Adelaide Rural Clinical School, Rural Generalist Program, South Australia
| | - Paul A Cameron
- Pain Education Team to Advance Learning (PETAL) Collaboration; Fife Health & Social Care Partnership, Scotland, UK; School of Medicine, Cardiff University, UK
| | - Francis Fatoye
- Pain Education Team to Advance Learning (PETAL) Collaboration; Department of Health Professions, Faculty of Health and Education, Manchester Metropolitan University, UK; Lifestyle Disease Entity, North-West University, South Africa
| | - Deepak Ravindran
- Pain Education Team to Advance Learning (PETAL) Collaboration; Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, UK; Department of Pain Medicine, Royal Berkshire NHS Foundation Trust, UK
| | - G Lorimer Moseley
- Pain Education Team to Advance Learning (PETAL) Collaboration; IIMPACT in Health, University of South Australia, Kaurna Country, Adelaide, Australia
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Sturgeon JA, Cooley C, Minhas D. Practical approaches for clinicians in chronic pain management: Strategies and solutions. Best Pract Res Clin Rheumatol 2024; 38:101934. [PMID: 38341332 PMCID: PMC11512731 DOI: 10.1016/j.berh.2024.101934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024]
Abstract
Effective management of chronic pain necessitates multidisciplinary approaches including medical treatment, physical therapy, lifestyle interventions, and behavioral or mental health therapy. Medical providers regularly report high levels of stress and challenge when treating patients with chronic pain, which recur in part due to improper education on contributors to pain and misalignment in patient and provider goals and expectations for treatment. The current paper reviews common challenges and misconceptions in the setting of chronic pain management as well as strategies for effective patient education and goal setting related to these issues. The paper also outlines key aspects of provider burnout, its relevance for medical providers in chronic pain management, and recommendations for burnout prevention in navigating issues of patient education and treatment planning.
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Affiliation(s)
- John A Sturgeon
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Corinne Cooley
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University, Palo Alto, CA, USA; Department of Pain Management and Rehabilitation Services, Stanford Health Care, Redwood City, CA, USA.
| | - Deeba Minhas
- Department of Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA.
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Rabey M, Slater H, Hebron C, Moloney N. Societal beliefs about pain may be more balanced than previously thought. Results of the Guernsey pain survey. BMC Musculoskelet Disord 2024; 25:72. [PMID: 38238802 PMCID: PMC10795459 DOI: 10.1186/s12891-023-07088-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/02/2023] [Indexed: 01/22/2024] Open
Abstract
BACKGROUND Musculoskeletal pain is multidimensional and associated with significant societal impact. Persistent or chronic pain is a public health priority. A step towards high-value care is a contemporary understanding of pain. While pain-related knowledge has been examined in specific conditions (e.g. neck pain) knowledge of the public's broader understanding regarding musculoskeletal pain per se, warrants investigation. This study examined the public's knowledge and beliefs regarding musculoskeletal pain and pain management. METHODS This observational cohort study was conducted in Guernsey (January 2019-February 2020). Participants (n = 1656; 76.0% female) completed an online questionnaire capturing: demographics, pain experience, work absenteeism, understanding of pain and pain management, multidimensional influences, physical activity, pain catastrophising and healthcare decision-making. Statements were deemed true/false/equivocal and mapped to biopsychosocial/biomedical/neutral perspectives based upon contemporary literature. Descriptive statistics were analysed for each statement. Participants' responses were examined for alignment to a contemporary viewpoint and themes within responses derived using a semi-quantitative approach modelled on direct content analysis. Comparisons between participants with/without pain were examined (χ2-squared/Wilcoxon Rank Sum test). RESULTS Within the cohort 83.6% reported currently experiencing pain. The overarching theme was perspectives that reflected both biomedical and contemporary, multidimensional understandings of pain. Sub-themes included uncertainty about pain persistence and evidence-based means to reduce recurrence, and reliance upon healthcare professionals for guiding decision-making. Compared to those with pain, those without had a greater belief that psychological interventions may help and lower pain catastrophising. CONCLUSIONS Participants' understanding of pain demonstrated both biomedical and multidimensional pain understanding consistent with elements of a contemporary understanding of pain.
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Affiliation(s)
- Martin Rabey
- Thrive Physiotherapy, St. Martin, Guernsey.
- School of Allied Health, Curtin University, Kent St. Bentley, WA, 6102, Australia.
| | - Helen Slater
- School of Allied Health, Curtin University, Kent St. Bentley, WA, 6102, Australia
- enAble Institute, Curtin University, Kent St. Bentley, WA, 6102, Australia
| | - Clair Hebron
- School of Sport and Health Sciences, University of Brighton, Brighton, UK
| | - Niamh Moloney
- Thrive Physiotherapy, St. Martin, Guernsey
- School of Allied Health, Curtin University, Kent St. Bentley, WA, 6102, Australia
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Ku B, Ghim S. Poor Physical Health in Caregivers of Children with ADHD or ASD and its Association with Health Risk Behaviours: NHIS 2016-2018. Int J Behav Med 2024:10.1007/s12529-023-10253-3. [PMID: 38172453 DOI: 10.1007/s12529-023-10253-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND There is a dearth of evidence regarding physical health problems and health risk behaviours (e.g., drinking, physical inactivity, smoking, and suboptimal sleep behaviour) in caregivers of children with attention deficit hyperactivity disorder or autism spectrum disorder (CCAA). The purposes of the current study were to examine differences in physical health problems between CCAA and caregivers of children without attention deficit hyperactivity disorder and autism spectrum disorder (CCWAA) and to explore health risk behaviours associated with those problems. METHOD Data from the 2016-2018 National Health Interview Survey were used in the current study. 10 common physical health problems were compared between CCAA and CCWAA by using multivariable logistic regressions. In addition, in order to detect associated health risk behaviours, decision tree analysis was performed for physical health problems in CCAA. RESULTS Of the 10 physical health problems, caregivers of children with ADHD showed significantly higher likelihood of experiencing nine (arthritis, asthma, back pain, high cholesterol, diabetes, heart problems, hypertension, neck pain, obesity), compared to CCWAA. Caregivers of children with autism spectrum disorder (ASD) showed significantly higher likelihoods of experiencing two physical health problems compared to CCWAA. The decision tree analysis revealed that age (> 42 years), and suboptimal sleep behaviour (not 7-8 hours), and smoking (current smoker) were the frequent predictors for physical health problems in CCAA. CONCLUSION The results of the current study represent an important milestone in further investigating physical health problems in CCAA.
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Affiliation(s)
- Byungmo Ku
- Department of Special Physical Education, Sports Sciecne Buliding 8405, 134 Yongindaehak-ro, Samga-dong, Cheoin-gu, Yongin-si, Gyeonggi-do, South Korea
| | - Seungbeen Ghim
- Health Management and Policy, College of Health, Oregon State University, 97333, Corvallis, OR, USA.
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Yarasir E, Sen MA, Pirincci E. Evaluation of low back pain status and affecting factors in drivers in Turkey: A cross-sectional study1. Work 2024; 79:1705-1714. [PMID: 38943415 DOI: 10.3233/wor-230059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2024] Open
Abstract
BACKGROUND Low back pain (LBP) is a common public health problem resulting in workforce loss. OBJECTIVE This study aims to evaluate the LBP status and its affecting factors among drivers in a city in southeast Turkey. METHODS This cross-sectional questionnaire survey study was conducted among 323 drivers. The chi-square test and logistic regression analysis were used to analyze the data. RESULTS The mean age of the drivers was 41.7±11.5 years (min: 19, max: 70), and 83.9% were married, and all were men. LBP was found in 59.4% of drivers. It was significantly higher in drivers with poor socioeconomic status, dissatisfied with their life, having a chronic illness, physically inactive, having sleep disorders, exposed to bad road conditions, prolonged vibration, high physical- psychological workload, and a family history of LBP (p < 0.05). There was no significant association between age, education level, and BMI with LBP (p > 0.05). CONCLUSION There is limited study on this subject in Turkey. Further studies can raise awareness about this issue and create an educational plan.
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Affiliation(s)
- Ezgi Yarasir
- Department of Therapy and Rehabilitation, Vocational School of Health Services, Fırat University, Elazig, Turkey
| | - Mehmet Ali Sen
- Vocational School of Health Services, Dicle University, Diyarbakir, Turkey
| | - Edibe Pirincci
- Department of Public Health, Faculty of Medicine, Fırat University, Elazig, Turkey
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Murray GM, Sessle BJ. Pain-sensorimotor interactions: New perspectives and a new model. NEUROBIOLOGY OF PAIN (CAMBRIDGE, MASS.) 2024; 15:100150. [PMID: 38327725 PMCID: PMC10847382 DOI: 10.1016/j.ynpai.2024.100150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 11/25/2023] [Accepted: 01/19/2024] [Indexed: 02/09/2024]
Abstract
How pain and sensorimotor behavior interact has been the subject of research and debate for many decades. This article reviews theories bearing on pain-sensorimotor interactions and considers their strengths and limitations in the light of findings from experimental and clinical studies of pain-sensorimotor interactions in the spinal and craniofacial sensorimotor systems. A strength of recent theories is that they have incorporated concepts and features missing from earlier theories to account for the role of the sensory-discriminative, motivational-affective, and cognitive-evaluative dimensions of pain in pain-sensorimotor interactions. Findings acquired since the formulation of these recent theories indicate that additional features need to be considered to provide a more comprehensive conceptualization of pain-sensorimotor interactions. These features include biopsychosocial influences that range from biological factors such as genetics and epigenetics to psychological factors and social factors encompassing environmental and cultural influences. Also needing consideration is a mechanistic framework that includes other biological factors reflecting nociceptive processes and glioplastic and neuroplastic changes in sensorimotor and related brain and spinal cord circuits in acute or chronic pain conditions. The literature reviewed and the limitations of previous theories bearing on pain-sensorimotor interactions have led us to provide new perspectives on these interactions, and this has prompted our development of a new concept, the Theory of Pain-Sensorimotor Interactions (TOPSMI) that we suggest gives a more comprehensive framework to consider the interactions and their complexity. This theory states that pain is associated with plastic changes in the central nervous system (CNS) that lead to an activation pattern of motor units that contributes to the individual's adaptive sensorimotor behavior. This activation pattern takes account of the biological, psychological, and social influences on the musculoskeletal tissues involved in sensorimotor behavior and on the plastic changes and the experience of pain in that individual. The pattern is normally optimized in terms of biomechanical advantage and metabolic cost related to the features of the individual's musculoskeletal tissues and aims to minimize pain and any associated sensorimotor changes, and thereby maintain homeostasis. However, adverse biopsychosocial factors and their interactions may result in plastic CNS changes leading to less optimal, even maladaptive, sensorimotor changes producing motor unit activation patterns associated with the development of further pain. This more comprehensive theory points towards customized treatment strategies, in line with the management approaches to pain proposed in the biopsychosocial model of pain.
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Affiliation(s)
- Greg M. Murray
- Discipline of Restorative and Reconstructive Dentistry, Sydney School of Dentistry, Faculty of Medicine and Health, The University of Sydney, Darcy Road, Westmead, NSW 2145, Australia
| | - Barry J. Sessle
- Faculty of Dentistry and Temerty Faculty of Medicine Department of Physiology, and Centre for the Study of Pain, University of Toronto, 124 Edward St, Toronto, ON M5G 1G6, Canada
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Mescouto K, Olson RE, Costa N, Evans K, Dillon M, Walsh K, Jensen N, Hodges PW, Lonergan K, Weier M, Setchell J. Fostering equitable change in health services: Using critical reflexivity to challenge dominant discourses in low back pain care in Australia. J Health Serv Res Policy 2024; 29:12-21. [PMID: 37553877 DOI: 10.1177/13558196231193862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2023]
Abstract
OBJECTIVES Justice and equity-focused practices in health services play a critical but overlooked role in low back pain (LBP) care. Critical reflexivity - the ability to examine and challenge power relations, and broader social issues embedded in everyday life - can be a useful tool to foster practices that are more socially just. No research has yet explored this approach in back pain health services. This study sought to understand how clinicians construct LBP in relation to broader socio-cultural-political aspects of care and explore if those constructions changed when clinicians engaged with critically reflexive dialogues with researchers. METHODS Using critical discourse analysis methods, this qualitative study explored institutionalised patterns of knowledge in the construction of LBP care. We conducted 22 critically reflexive dialogues with 29 clinicians from two health services in Australia - a private physiotherapy clinic and a public multidisciplinary pain clinic. RESULTS Our analyses suggested that clinicians and services often constructed LBP care at an individual level. This dominant individualistic discourse constrained consideration of justice-oriented practices in the care of people with LBP. Through dialogues, discursive constructions of LBP care expanded to incorporate systems and health service workplace practices. This expansion fostered more equitable clinical and service practices - such as assisting patients to navigate health care systems, considering patients' socioeconomic circumstances when developing treatment plans, encouraging staff discussion of possible systemic changes to enhance justice, and fostering a more inclusive workplace culture. Although such expansions faced challenges, incorporating broader discourses enabled recommendations to address LBP care inequities. CONCLUSIONS Critical reflexivity can be a tool to foster greater social justice within health services. By expanding constructions of LBP care beyond individuals, critical reflexive dialogues can foster discussion and actions towards more equitable workplace cultures, services and systems.
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Affiliation(s)
- Karime Mescouto
- Postdoctoral Research Fellow, RECOVER Injury Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Rebecca E Olson
- Associate Professor, School of Social Science, The University of Queensland, Brisbane, QLD, Australia
| | - Nathalia Costa
- Lecturer in Physiotherapy, Sydney School of Health Sciences, The University of Sydney, Sydney, NSW, Australia
- Adjunct Research Fellow, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Kerrie Evans
- Group Chief Education and Research Officer, Healthia Limited, Brisbane, QLD, Australia
- Senior Research Fellow, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Miriam Dillon
- PhD Candidate, School of Social Science, The University of Queensland, Brisbane, QLD, Australia
| | - Kelly Walsh
- Senior Physiotherapist, Metro South Health Pain Rehabilitation Centre, Brisbane, QLD, Australia
| | - Niamh Jensen
- Clinical Psychologist, Metro South Health Pain Rehabilitation Centre, Brisbane, QLD, Australia
| | - Paul W Hodges
- Professor & NHMRC Leadership Fellow, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD, Australia
| | | | - Megan Weier
- Senior Lecturer, Centre for Social Impact, University of New South Wales, Sydney, NSW, Australia
| | - Jenny Setchell
- Senior Research Fellow, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD, Australia
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Stubbs C, McAuliffe S, Chimenti RL, Coombes BK, Haines T, Heales L, de Vos RJ, Lehman G, Mallows A, Michner LA, Millar NL, O'Neill S, O'Sullivan K, Plinsinga M, Rathleff M, Rio E, Ross M, Roy JS, Silbernagel KG, Thomson A, Trevail T, van den Akker-Scheek I, Vicenzino B, Vlaeyen JWS, Pinto RZ, Malliaras P. Which Psychological and Psychosocial Constructs Are Important to Measure in Future Tendinopathy Clinical Trials? A Modified International Delphi Study With Expert Clinician/Researchers and People With Tendinopathy. J Orthop Sports Phys Ther 2024; 54:14-25. [PMID: 37729020 DOI: 10.2519/jospt.2023.11903] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
OBJECTIVE: To identify which psychological and psychosocial constructs to include in a core outcome set to guide future clinical trials in the tendinopathy field. DESIGN: Modified International Delphi study. METHODS: In 3 online Delphi rounds, we presented 35 psychological and psychosocial constructs to an international panel of 38 clinician/researchers and people with tendinopathy. Using a 9-point Likert scale (1 = not important to include, 9 = critical to include), consensus for construct inclusion required ≥70% of respondents rating "extremely critical to include" (score ≥7) and ≤15% rating "not important to include" (score ≤3). Consensus for exclusion required ≥70% of respondents rating "not important to include" (score ≤3) and ≤15% of rating "critical to include" (score ≥7). RESULTS: Thirty-six participants (95% of 38) completed round 1, 90% (n = 34) completed round 2, and 87% (n = 33) completed round 3. Four constructs were deemed important to include as part of a core outcome set: kinesiophobia (82%, median: 8, interquartile range [IQR]: 1.0), pain beliefs (76%, median: -7, IQR: 1.0), pain-related self-efficacy (71%, median: 7, IQR: 2.0), and fear-avoidance beliefs (73%, median: -7, IQR: 1.0). Six constructs were deemed not important to include: perceived injustice (82%), individual attitudes of family members (74%), social isolation and loneliness (73%), job satisfaction (73%), coping (70%), and educational attainment (70%). Clinician/researchers and people with tendinopathy reached consensus that kinesiophobia, pain beliefs, pain self-efficacy, and fear-avoidance beliefs were important psychological constructs to measure in tendinopathy clinical trials. J Orthop Sports Phys Ther 2024;54(1):1-12. Epub 20 September 2023. doi:10.2519/jospt.2023.11903.
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Shetty GM, Shah N, Arenja A. Occupation-based demographic, clinical, and psychological presentation of spine pain: A retrospective analysis of 71,727 patients from urban India. Work 2024; 78:181-193. [PMID: 38701124 DOI: 10.3233/wor-230551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Although many studies have investigated the physical and ergonomic risks of spine pain in specific occupation groups, the literature is lacking on occupation-based clinical and psychological presentation in patients with spine pain. OBJECTIVE To analyze occupation-based variation in demographic, clinical, and psychological presentation in patients with spine pain. METHODS This retrospective study analyzed the clinical data of 71727 patients with spine pain visiting a chain of spine rehabilitation clinics. Demographic and clinical variables such as gender, age, affected site, symptom duration, clinical symptoms and presentation, pain intensity, disability, and STarT Back Screening Tool (SBT) risk were compared between 9 occupational groups. RESULTS The service and sales workers (44%) and students (43.5%) groups had the highest percentage of patients who presented with central spine pain; military personnel had the highest percentage of patients who presented with unilateral radicular pain (51.5%); and the retired or unemployed group had the highest percentage of patients who presented with severe myotomal loss (grade≤3) (6%). Homemakers had significantly higher pain intensity and disability (p < 0.001) and had the highest percentage of patients who presented with severe pain (47%), severe and crippled disability (59.5%), and medium to high risk (59%) with SBT when compared to other occupational groups. CONCLUSION Patients with spine pain showed variation in demographic, clinical, and psychological presentation based on their occupation. The findings of this study can be the basis for identifying risk factors for spine pain and helping plan preventive and treatment measures based on their occupation.
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Mescouto K, Olson RE, Costa N, Evans K, Dillon M, Jensen N, Walsh K, Weier M, Lonergan K, Hodges PW, Setchell J. 'Engaging on a slightly more human level': A qualitative study exploring the care of individuals with back pain in a multidisciplinary pain clinic. Health (London) 2024; 28:161-182. [PMID: 36433763 DOI: 10.1177/13634593221127817] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Chronic low back pain is characterised by multiple and overlapping biological, psychological, social and broader dimensions, affecting individuals' lives. Multidisciplinary pain services have been considered optimal settings to account for the multidimensionality of chronic low back pain but have largely focused on cognitive and behavioural aspects of individuals' pain. Social dimensions are usually underexplored, considered outside or beyond healthcare professionals' scope of practice. Employing Actor Network Theorist Mol's concept multiplicity, our aim in this paper is to explore how a pain service's practices bring to the fore the social dimensions of individuals living with low back pain. Drawing on 32 ethnographic observations and four group exchanges with the service's clinicians, findings suggest that practices produced multiple enactments of an individual with low back pain. Although individuals' social context was present and manifested during consultations at the pain service (first enactment: 'the person'), it was often disconnected from care and overlooked in 'treatment/management' (second enactment: 'the patient'). In contrast, certain practices at the pain service not only provided acknowledgement of, but actions towards enhancing, individuals' social contexts by adapting rules and habits, providing assistance outside the service and shifting power relations during consultations (third enactment: 'the patient-person'). We therefore argue that different practices enact different versions of an individual with low back pain in pain services, and that engagement with individuals' social contexts can be part of a service's agenda.
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Affiliation(s)
| | | | - Nathalia Costa
- The University of Queensland, Australia
- The University of Sydney, Australia
| | | | | | - Niamh Jensen
- Metro South Health Pain Rehabilitation Centre, Australia
| | - Kelly Walsh
- Metro South Health Pain Rehabilitation Centre, Australia
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Hammett PJ, Eliacin J, Saenger M, Allen KD, Meis LA, Krein SL, Taylor BC, Branson M, Fu SS, Burgess DJ. The Association Between Racialized Discrimination in Health Care and Pain Among Black Patients With Mental Health Diagnoses. THE JOURNAL OF PAIN 2024; 25:217-227. [PMID: 37591480 DOI: 10.1016/j.jpain.2023.08.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/01/2023] [Accepted: 08/10/2023] [Indexed: 08/19/2023]
Abstract
Chronic pain is a costly and debilitating problem in the United States, and its burdens are exacerbated among socially disadvantaged and stigmatized groups. In a cross-sectional study of Black Veterans with chronic pain at the Atlanta VA Health Care System (N = 380), we used path analysis to explore the roles of racialized discrimination in health care settings, pain self-efficacy, and pain-related fear avoidance beliefs as potential mediators of pain outcomes among Black Veterans with and without an electronic health record-documented mental health diagnosis. In unadjusted bivariate analyses, Black Veterans with a mental health diagnosis (n = 175) reported marginally higher levels of pain-related disability and significantly higher levels of pain interference compared to those without a mental health diagnosis (n = 205). Path analyses revealed that pain-related disability, pain intensity, and pain interference were mediated by higher levels of racialized discrimination in health care and lower pain self-efficacy among Black Veterans with a mental health diagnosis. Pain-related fear avoidance beliefs did not mediate pain outcomes. These findings highlight the need to improve the quality and effectiveness of health care for Black patients with chronic pain through the implementation of antiracism interventions within health care systems. Results further suggest that Black patients with chronic pain who have a mental health diagnosis may benefit from targeted pain management strategies that focus on building self-efficacy for managing pain. PERSPECTIVE: Racialized health care discrimination and pain self-efficacy mediated differences in pain-related disability, pain intensity, and pain interference among Black Veterans with and without a mental health diagnosis. Findings highlight the need for antiracism interventions within health care systems in order to improve the quality of care for Black patients with chronic pain. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT01983228.
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Affiliation(s)
- Patrick J Hammett
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, Minnesota; Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Johanne Eliacin
- Women's Health Sciences Division, National Center for PTSD, VA Boston Healthcare System, Boston, Massachusetts; Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana; Department of General Internal Medicine and Geriatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Michael Saenger
- Anesthesia Service Line, Atlanta Veterans Administration Health Care System, Decatur, Georgia; Department of Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Kelli D Allen
- Center of Innovation to Accelerate Discovery and Practice Transformation, Veterans Affairs (a VA HSR&D Center of Excellence), Veterans Affairs Medical Center, Durham, North Carolina; Department of Medicine & Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Laura A Meis
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, Minnesota; Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Sarah L Krein
- Center for Clinical Management Research, Veterans Affairs Healthcare System, Ann Arbor, Michigan; Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Brent C Taylor
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, Minnesota; Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Mariah Branson
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, Minnesota
| | - Steven S Fu
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, Minnesota; Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Diana J Burgess
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, Minnesota; Department of Medicine, University of Minnesota, Minneapolis, Minnesota
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Reuter M, Pischke CR, Rigo M, Diehl K, Spallek J, Richter M, Hövener C, Dragano N. Health inequalities among young workers: the mediating role of working conditions and company characteristics. Int Arch Occup Environ Health 2023; 96:1313-1324. [PMID: 37814035 PMCID: PMC10635983 DOI: 10.1007/s00420-023-02010-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 09/24/2023] [Indexed: 10/11/2023]
Abstract
OBJECTIVE Few studies have investigated health inequalities among young workers. The objectives of this study are to assess the extent of health inequalities in a sample of job starters and to explore the contribution of job demands and organisational factors. METHODS We analyze data from the BIBB/BAuA Youth Employment Survey 2012. The cross-sectional survey includes a representative sample of 3214 German employees, apprentices, and trainees aged 15-24 years. Individuals were grouped by their years of schooling into low (< 12 years) and high levels of education (≥ 12 years). Regression analysis estimated the link between education and four health outcomes: self-rated health, number of health events, musculoskeletal symptoms, and mental health problems over the last 12 months. Counterfactual mediation analysis tested for indirect effects of education via working conditions (i.e., physical and psychosocial job demands) and company characteristics (i.e., company size, health prevention measures, financial situation, downsizing). All analyses were adjusted for age, sex, nationality, region, working hours, job tenure, employment relationship, and economic sector. RESULTS Highly educated workers reported better self-rated health (b = 0.24, 95% CI 0.18-0.31) and lower numbers of health events (Rate Ratio (RR) = 0.74, 95% CI 0.67-0.82), musculoskeletal symptoms (RR = 0.73, 95% CI 0.66-0.80) and mental health problems (RR = 0.84, 95% CI 0.76-0.93). Total job demands explained between 21.6% and 87.2% of the educational differences (depending on health outcome). Unfavourable company characteristics were associated with worse health, but showed no or only small mediation effects. CONCLUSIONS Health inequalities are already present at the early working career due to socio-economically stratified working hazards. To enhance prevention measures that aim at reducing inequalities in workplace health, we propose shifting attention towards earlier stages of life.
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Affiliation(s)
- Marvin Reuter
- Junior Professorship for Sociology, esp. Work and Health, Department of Sociology, University of Bamberg, Feldkirchenstraße 21, 96045, Bamberg, Germany.
| | - Claudia R Pischke
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, 40225, Duesseldorf, Germany
| | - Mariann Rigo
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, 40225, Duesseldorf, Germany
| | - Katharina Diehl
- Department of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology and Public Health, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054, Erlangen, Germany
| | - Jacob Spallek
- Department of Public Health, Brandenburg University Cottbus-Senftenberg, 01968, Senftenberg, Germany
- Lausitz Center for Digital Public Health, Brandenburg University of Technology Cottbus-Senftenberg, 01968, Senftenberg, Germany
| | - Matthias Richter
- Department of Sport and Health Science, Technical University of Munich, 80992, Munich, Germany
| | - Claudia Hövener
- Unit of Social Determinants of Health, Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany
| | - Nico Dragano
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Duesseldorf, 40225, Duesseldorf, Germany
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De Groef A, Meeus M, Heathcote LC, Wiles L, Catley M, Vogelzang A, Olver I, Runciman WB, Hibbert P, Dams L, Morlion B, Moseley GL. Treating persistent pain after breast cancer: practice gaps and future directions. J Cancer Surviv 2023; 17:1698-1707. [PMID: 35275361 PMCID: PMC8914454 DOI: 10.1007/s11764-022-01194-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 12/29/2022]
Abstract
This paper discusses the growing problem of persisting pain after successful treatment of breast cancer and presents recommendations for improving pain-related outcomes for this group. We discuss the dominant treatment approach for persisting pain post-breast cancer treatment and draw contrasts with contemporary treatment approaches to persistent pain in non-cancer-related populations. We discuss modern application of the biopsychosocial model of pain and the notion of variable sensitivity within the pain system, moment by moment and over time. We present the implications of increasing sensitivity over time for treatment selection and implementation. By drawing on transformative changes in treatment approaches to persistent non-cancer-related pain, we describe the potentially powerful role that an intervention called pain science education, which is now recommended in clinical guidelines for musculoskeletal pain, may play in improving pain and disability outcomes after successful breast cancer treatment. Finally, we present several research recommendations that centre around adaptation of the content and delivery models of contemporary pain science education, to the post-breast cancer context.
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Affiliation(s)
- An De Groef
- Department of Rehabilitation Sciences and Physiotherapy, University of Antwerp, Campus Drie Eiken, Room R3.08, Universiteitsplein 1, 2610, Wilrijk Antwerp, Belgium.
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, Leuven, Belgium.
| | - Mira Meeus
- Department of Rehabilitation Sciences and Physiotherapy, University of Antwerp, Campus Drie Eiken, Room R3.08, Universiteitsplein 1, 2610, Wilrijk Antwerp, Belgium
- Department of Rehabilitation Sciences and Physiotherapy, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Lauren C Heathcote
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Louise Wiles
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia
| | - Mark Catley
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
| | - Anna Vogelzang
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
| | - Ian Olver
- School of Psychology, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - William B Runciman
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia
| | - Peter Hibbert
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia
| | - Lore Dams
- Department of Rehabilitation Sciences and Physiotherapy, University of Antwerp, Campus Drie Eiken, Room R3.08, Universiteitsplein 1, 2610, Wilrijk Antwerp, Belgium
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, Leuven, Belgium
| | - Bart Morlion
- Section Anesthesiology and Algology, Department of Cardiovascular Sciences, KU Leuven, University of Leuven, Leuven, Belgium
| | - G Lorimer Moseley
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, University of South Australia, Kaurna Country, Adelaide, South Australia, Australia
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Murray FS, Costa N, Jesus-Moraleida F, Meziat-Filho N. What are Brazilian orthopaedists' views on the diagnosis and treatment of patients with chronic nonspecific low back pain? A qualitative investigation. Musculoskeletal Care 2023; 21:1036-1044. [PMID: 37193917 DOI: 10.1002/msc.1778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/27/2023] [Accepted: 04/28/2023] [Indexed: 05/18/2023]
Abstract
BACKGROUND Orthopaedists are often the first point of contact for patients who present with low back pain (LBP) and chronic LBP in Brazil. AIM To explore the views of orthopaedists on therapeutic approaches for chronic non-specific low back pain (CNLBP) with a view to gain insights into aspects of clinical practice considered important to them. METHODS A qualitative design underpinned by interpretivism was employed. Participants were (n = 13) orthopaedists with experience in treating patients with CNLBP. Following the pilot interviews, semi-structured interviews were conducted, audio-recorded, transcribed and de-identified. Interview data were thematically analysed. RESULTS Four themes were identified. (1) Biophysical aspects are important and predominate, but sometimes their relevance can be unclear; (2) Psychosocial aspects and lifestyle factors influence the therapeutic approach; (3) Treatment of CNLBP - including medication, physical activity, surgery and other invasive procedures and other therapeutic modalities; and (4) Nuances of clinical practice - "it goes beyond medicine". CONCLUSION Brazilian orthopaedists value identifying the biophysical cause(s) of chronic low back pain. Psychological factors were often discussed secondary to biophysical aspects, whereas social aspects were rarely mentioned. Orthopaedists highlighted their difficulties in navigating patients' emotions and reassuring patients without referrals to imaging tests. Orthopaedists may benefit from training that targets communication and other relational aspects of care in order to work with people who present with CNLBP.
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Affiliation(s)
- Fabiana Silveira Murray
- Centro Universitário Augusto Motta - UNISUAM, Postgraduate Program in Rehabilitation Sciences, Rio de Janeiro, Brazil
| | - Nathalia Costa
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- School of Health and Rehabilitation Sciences, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, Australia
| | - Fabianna Jesus-Moraleida
- Graduate Program in Physiotherapy and Functioning, Department of Physiotherapy, Federal University of Ceará, Fortaleza, Brazil
| | - Ney Meziat-Filho
- Centro Universitário Augusto Motta - UNISUAM, Postgraduate Program in Rehabilitation Sciences, Rio de Janeiro, Brazil
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Hwangbo SY, Kim YJ, Shin DG, An SJ, Choi H, Lee Y, Lee YJ, Kim JY, Ha IH. Effectiveness and Safety of Progressive Loading-Motion Style Acupuncture Treatment for Acute Low Back Pain after Traffic Accidents: A Randomized Controlled Trial. Healthcare (Basel) 2023; 11:2939. [PMID: 37998431 PMCID: PMC10671479 DOI: 10.3390/healthcare11222939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Traffic injuries include acute low back pain (LBP) needing active treatment to prevent chronicity. This two-armed, parallel, assessor-blinded, randomized controlled trial evaluated the effectiveness and safety of progressive loading-motion style acupuncture treatment (PL-MSAT) for acute LBP following traffic accidents. METHODS Based on an effect size of 1.03, 104 participants were recruited and divided in a 1:1 ratio into PL-MAST and control groups using block randomization. Both groups underwent integrative Korean medicine treatment (IKMT) daily; only the PL-MSAT group underwent three PL-MSAT sessions. The outcomes were assessed before and after the treatment sessions and at 1 and 3 months post-discharge. The primary outcome was the difference in the numeric rating scale (NRS) for LBP. The secondary outcomes included a visual analog scale for LBP, leg pain status, the Oswestry disability index, lumbar active range of motion (ROM), quality of life, Patient Global Impression of Change, and Post-Traumatic Stress Disorder Checklist adverse events. RESULTS In the modified intention-to-treat analysis, 50 and 51 participants were included in the PL-MSAT and control groups. On Day 4, the mean LBP NRS score was 3.67 (3.44-3.90) in the PL-MSAT group, indicating a significantly lower NRS 0.77 (0.44-1.11) compared to 4.44 (4.20-4.68) for the control group (p < 0.001). The PL-MSAT group exhibited greater ROM flexion (-5.31; -8.15 to -2.48) and extension (-2.09; -3.39 to -0.80). No significant differences were found for the secondary outcomes and follow-ups. CONCLUSIONS Compared with IKMT alone, PL-MSAT plus IKMT showed significantly better outcomes for reducing pain and increasing the ROM in acute LBP.
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Affiliation(s)
- Seung-Yoon Hwangbo
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Young-Jun Kim
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Dong Guk Shin
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Sang-Joon An
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Hyunjin Choi
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Yeonsun Lee
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Yoon Jae Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul 06110, Republic of Korea;
| | - Ju Yeon Kim
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul 06110, Republic of Korea;
| | - In-Hyuk Ha
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul 06110, Republic of Korea;
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Cormack B, Stilwell P, Coninx S, Gibson J. The biopsychosocial model is lost in translation: from misrepresentation to an enactive modernization. Physiother Theory Pract 2023; 39:2273-2288. [PMID: 35645164 DOI: 10.1080/09593985.2022.2080130] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 03/15/2022] [Accepted: 05/16/2022] [Indexed: 02/07/2023]
Abstract
INTRODUCTION There are increasing recommendations to use the biopsychosocial model (BPSM) as a guide for musculoskeletal research and practice. However, there is a wide range of interpretations and applications of the model, many of which deviate from George Engel's original BPSM. These deviations have led to confusion and suboptimal patient care. OBJECTIVES 1) To review Engel's original work; 2) outline prominent BPSM interpretations and misapplications in research and practice; and 3) present an "enactive" modernization of the BPSM. METHODS Critical narrative review in the context of musculoskeletal pain. RESULTS The BPSM has been biomedicalized, fragmented, and used in reductionist ways. Two useful versions of the BPSM have been running mostly in parallel, rarely converging. The first version is a "humanistic" interpretation based on person- and relationship-centredness. The second version is a "causation" interpretation focused on multifactorial contributors to illness and health. Recently, authors have argued that a modern enactive approach to the BPSM can accommodate both interpretations. CONCLUSION The BPSM is often conceptualized in narrow ways and only partially implemented in clinical care. We outline how an "enactive-BPS approach" to musculoskeletal care aligns with Engel's vision yet addresses theoretical limitations and may mitigate misapplications.
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Affiliation(s)
| | - Peter Stilwell
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Sabrina Coninx
- Institute for Philosophy II, Ruhr University Bochum, Bochum, Germany
| | - Jo Gibson
- Physiotherapy Department, Royal Liverpool and Broadgreen University Hospitals, Liverpool, UK
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Sun K, Ming Y, Wu Y, Zeng Y, Xu J, Wu L, Li M, Shen B. The Genetic Causal Association between Educational Attainment and Risk of 12 Common Musculoskeletal Disorders: A Two-Sample Mendelian Randomization. Orthop Surg 2023; 15:2814-2821. [PMID: 37675772 PMCID: PMC10622299 DOI: 10.1111/os.13821] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 06/09/2023] [Accepted: 06/12/2023] [Indexed: 09/08/2023] Open
Abstract
OBJECTIVE In numerous observational studies, there has been an indication that educational attainment (EA) can impact the intensity of pain and disability resulting from chronic musculoskeletal disorders. Nonetheless, the association observed in these studies is not entirely conclusive. The aim of this study was to investigate the genetic causal relationship between educational attainment and 12 musculoskeletal disorders using Mendelian randomization (MR). METHODS The meta-analysis of genome-wide association studies (GWAS) identified 3952 single-nucleotide polymorphisms (SNPs) associated with educational attainment (EA) from the Social Science Genetic Association Consortium (SSGAC). Genetic data for 12 musculoskeletal disorders, including osteonecrosis, osteoporosis, osteomyelitis, low back pain, gout, spinal stenosis, rheumatoid arthritis, meniscus derangement, rotator cuff syndrome, ankylosing spondylitis, cervicobrachial syndrome, and lateral epicondylitis, were obtained from the FinnGen consortium. We conducted a two-sample Mendelian randomization analysis to examine the causal effect of EA on the risk of these musculoskeletal disorders using the TwoSampleMR package in R. RESULTS Based on the inverse-variance weighted (IVW) method, we found that a genetically predicted per standard deviation (SD) increase in EA was inversely associated with low back pain [odds ratio (OR) 0.46, 95% confidence interval (Cl) 0.51-0.61, p < 0.001], spinal stenosis (OR 0.62, 95% Cl 0.54-0.71, p < 0.001), rheumatoid arthritis (OR 0.65, 95% Cl 0.55-0.76, p < 0.001), meniscus derangement (OR 0.73, 95% Cl 0.65-0.82, p < 0.001), rotator cuff syndrome (OR 0.55, 95% Cl 0.49-0.61, p < 0.001), cervicobrachial syndrome (OR 0.50, 95% Cl 0.42-0.60, p < 0.001), and lateral epicondylitis (OR 0.30, 95% Cl 0.24-0.37, p < 0.001). There was no causal association between EA and osteonecrosis (OR 1.11, 95% CI 0.76-1.72, p = 0.60), osteoporosis (OR 0.91, 95% CI 0.65-1.27, p = 0.59), or osteomyelitis (OR 0.90, 95% CI 0.75-1.01, p = 0.22). Genetic predisposition to EA had a suggestive causal association with gout (OR 0.80, 95% CI 0.68-0.95, p = 0.01) and ankylosing spondylitis (OR 0.64, 95% CI 0.45-0.91, p = 0.01) after Bonferroni correction. None of the analyses revealed any horizontal pleiotropy or heterogeneity. CONCLUSION In our investigation, we have uncovered evidence supporting a causal relationship between low level of EA and the incidence of certain musculoskeletal disorders. In the future, it is imperative to ascertain risk factors such as lifestyle patterns linked with EA to uncover the underlying causal relationship and offer informed interventions for individuals.
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Affiliation(s)
- Kaibo Sun
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
| | - Yue Ming
- Laboratory of Molecular Oncology, Frontiers Science Center for Disease‐related Molecular NetworksWest China Hospital, Sichuan UniversityChengduChina
| | - Yuangang Wu
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
| | - Yi Zeng
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
| | - Jiawen Xu
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
| | - Limin Wu
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
| | - Mingyang Li
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
| | - Bin Shen
- Department of Orthopaedics Surgery, Orthopaedic Research InstituteWest China Hospital, Sichuan UniversityChengduChina
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Buonanno P, Marra A, Iacovazzo C, Vargas M, Nappi S, Squillacioti F, de Siena AU, Servillo G. The PATIENT Approach: A New Bundle for the Management of Chronic Pain. J Pers Med 2023; 13:1551. [PMID: 38003866 PMCID: PMC10672627 DOI: 10.3390/jpm13111551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/15/2023] [Accepted: 10/27/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND Chronic pain is one of the most challenging diseases for physicians as its etiology and manifestations can be extremely varied. Many guidelines have been published and many therapeutic options are nowadays available for the different types of pain. Given the enormous amount of information that healthcare providers must handle, it is not always simple to keep in mind all the phases and strategies to manage pain. We here present the acronym PATIENT (P: patient's perception; A: assessment; T: tailored approach; I: iterative evaluation; E: education; N: non-pharmacological approach; T: team), a bundle which can help to summarize all the steps to follow in the management of chronic pain. METHODS We performed a PubMed search with a list of terms specific for every issue of the bundle; only English articles were considered. RESULTS We analyzed the literature investigating these topics to provide an overview of the available data on each bundle's issue; their synthesis lead to an algorithm which may allow healthcare providers to undertake every step of a patient's evaluation and management. DISCUSSION Pain management is very complex; our PATIENT bundle could be a guide to clinicians to optimize a patient's evaluation and treatment.
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Orlando JF, Beard M, Guerin M, Kumar S. Systematic review of predictors of hospitalisation for non-specific low back pain with or without referred leg pain. PLoS One 2023; 18:e0292648. [PMID: 37816006 PMCID: PMC10564130 DOI: 10.1371/journal.pone.0292648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 09/25/2023] [Indexed: 10/12/2023] Open
Abstract
Significant costs and utilisation of healthcare resources are associated with hospitalisations for non-specific low back pain despite clinical guidelines recommending community-based care. The aim of this systematic review was to investigate the predictors of hospitalisation for low back pain. A protocol was registered with PROSPERO international prospective register of systematic reviews (#CRD42021281827) and conducted in line with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 statement. Database search of Ovid Medline, Emcare, Embase, PsycINFO, Cochrane Library, PEDro and OTSeeker was conducted. Studies were included if they examined a predictor of hospitalisation for non-specific low back pain with or without referred leg pain. Data was extracted and descriptively synthesised. Risk of bias of included studies was assessed using the Critical Appraisal Skills Programme Checklists. There were 23 studies published over 29 articles which identified 52 predictor variables of hospitalisation for low back pain. The risk of hospitalisation was grouped into themes: personal, health and lifestyle, psychology, socioeconomic, occupational, clinical, and health systems and processes. There was moderate level evidence that arrival to an emergency department via ambulance with low back pain, and older age increase the risk of hospitalisations for low back pain. There was low level evidence that high pain intensity, past history of low back pain, opioid use, and occupation type increase the risk of hospitalisation for low back pain. Further research into psychological and social factors is warranted given the paucity of available studies. Hospital avoidance strategies, improved patient screening and resource utilisation in emergency departments are considerations for practice.
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Affiliation(s)
- Joseph F. Orlando
- UniSA Allied Health & Human Performance, University of South Australia, Adelaide, Australia
- Central Adelaide Local Health Network, Adelaide, Australia
| | - Matthew Beard
- Central Adelaide Local Health Network, Adelaide, Australia
| | - Michelle Guerin
- UniSA Allied Health & Human Performance, University of South Australia, Adelaide, Australia
| | - Saravana Kumar
- UniSA Allied Health & Human Performance, University of South Australia, Adelaide, Australia
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Chhabra HS, Tamai K, Alsebayel H, AlEissa S, Alqahtani Y, Arand M, Basu S, Blattert TR, Bussières A, Campello M, Costanzo G, Côté P, Darwano B, Franke J, Garg B, Hasan R, Ito M, Kamra K, Kandziora F, Kassim N, Kato S, Lahey D, Mehta K, Menezes CM, Muehlbauer EJ, Mullerpatan R, Pereira P, Roberts L, Ruosi C, Sullivan W, Shetty AP, Tucci C, Wadhwa S, Alturkistany A, Busari JO, Wang JC, Teli MG, Rajasekaran S, Mulukutla RD, Piccirillo M, Hsieh PC, Dohring EJ, Srivastava SK, Larouche J, Vlok A, Nordin M. SPINE20 recommendations 2023: One Earth, one family, one future WITHOUT spine DISABILITY. BRAIN & SPINE 2023; 3:102688. [PMID: 38020998 PMCID: PMC10668083 DOI: 10.1016/j.bas.2023.102688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 10/04/2023] [Indexed: 12/01/2023]
Abstract
Introduction The purpose is to report on the fourth set of recommendations developed by SPINE20 to advocate for evidence-based spine care globally under the theme of "One Earth, One Family, One Future WITHOUT Spine DISABILITY". Research question Not applicable. Material and methods Recommendations were developed and refined through two modified Delphi processes with international, multi-professional panels. Results Seven recommendations were delivered to the G20 countries calling them to:-establish, prioritize and implement accessible National Spine Care Programs to improve spine care and health outcomes.-eliminate structural barriers to accessing timely rehabilitation for spinal disorders to reduce poverty.-implement cost-effective, evidence-based practice for digital transformation in spine care, to deliver self-management and prevention, evaluate practice and measure outcomes.-monitor and reduce safety lapses in primary care including missed diagnoses of serious spine pathologies and risk factors for spinal disability and chronicity.-develop, implement and evaluate standardization processes for spine care delivery systems tailored to individual and population health needs.-ensure accessible and affordable quality care to persons with spine disorders, injuries and related disabilities throughout the lifespan.-promote and facilitate healthy lifestyle choices (including physical activity, nutrition, smoking cessation) to improve spine wellness and health. Discussion and conclusion SPINE20 proposes that focusing on the recommendations would facilitate equitable access to health systems, affordable spine care delivered by a competent healthcare workforce, and education of persons with spine disorders, which will contribute to reducing spine disability, associated poverty, and increase productivity of the G20 nations.
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Affiliation(s)
| | - Koji Tamai
- Osaka Metropolitan University, Osaka, Japan
| | | | - Sami AlEissa
- National Guard Health Affairs, Riyadh, Saudi Arabia
| | | | | | | | | | | | - Marco Campello
- New York University Grossman School of Medicine, NY, USA
| | | | - Pierre Côté
- Ontario Tech University, Oshawa, Ontario, Canada
| | | | - Jörg Franke
- Klinikum Magdeburg gGmbH, Magdeburg, Germany
| | - Bhavuk Garg
- All India Institute of Medical Sciences, New Delhi, India
| | - Rumaisah Hasan
- Dr Tajuddin Chalid Hospital - Hasanuddin University, Makassar, Indonesia
| | - Manabu Ito
- National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | | | - Frank Kandziora
- Center for Spinal Surgery and Neurotraumatology, Frankfurt, Germany
| | - Nishad Kassim
- The Association of People with Disability, Bangalore, India
| | - So Kato
- The University of Tokyo, Tokyo, Japan
| | | | | | | | | | | | | | - Lisa Roberts
- University of Southampton, Southampton, United Kingdom
| | | | | | | | - Carlos Tucci
- Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Sanjay Wadhwa
- All India Institute of Medical Sciences, New Delhi, India
| | | | | | - Jeffrey C. Wang
- University of Southern California Keck School of Medicine, CA, USA
| | | | | | | | | | - Patrick C. Hsieh
- University of Southern California Keck School of Medicine, CA, USA
| | | | | | | | - Adriaan Vlok
- Stellenbosch University, Cape Town, South Africa
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Murillo C, Galán-Martín MÁ, Montero-Cuadrado F, Lluch E, Meeus M, Loh WW. Reductions in kinesiophobia and distress after pain neuroscience education and exercise lead to favourable outcomes: a secondary mediation analysis of a randomized controlled trial in primary care. Pain 2023; 164:2296-2305. [PMID: 37289577 DOI: 10.1097/j.pain.0000000000002929] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 04/02/2023] [Indexed: 06/10/2023]
Abstract
ABSTRACT Pain neuroscience education combined with exercise (PNE + exercise) is an effective treatment for patients with chronic spinal pain. Yet, however, little is known about its underlying therapeutic mechanisms. Thus, this study aimed to provide the first insights by performing a novel mediation analysis approach in a published randomized controlled trial in primary care where PNE + exercise was compared with standard physiotherapy. Four mediators (catastrophizing, kinesiophobia, central sensitization-related distress, and pain intensity) measured at postintervention and 3 outcomes (disability, health-related quality of life, and pain medication intake) measured at 6-month follow-up were included into the analysis. The postintervention measure of each outcome was also introduced as a competing candidate mediator in each respective model. In addition, we repeated the analysis by including all pairwise mediator-mediator interactions to allow the effect of each mediator to differ based on the other mediators' values. Postintervention improvements in disability, medication intake, and health-related quality of life strongly mediated PNE + exercise effects on each of these outcomes at 6-month follow-up, respectively. Reductions in disability and medication intake were also mediated by reductions in kinesiophobia and central sensitization-related distress. Reductions in kinesiophobia also mediated gains in the quality of life. Changes in catastrophizing and pain intensity did not mediate improvements in any outcome. The mediation analyses with mediator-mediator interactions suggested a potential effect modification rather than causal independence among the mediators. The current results, therefore, support the PNE framework to some extent as well as highlight the need for implementing the recent approaches for mediation analysis to accommodate dependencies among the mediators.
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Affiliation(s)
- Carlos Murillo
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
| | - Miguel Ángel Galán-Martín
- Unit for Active Coping Strategies for Pain in Primary Care, East-Valladolid Primary Care Management, Castilla and León Public Health System (Sacyl), Valladolid, Spain
| | - Federico Montero-Cuadrado
- Unit for Active Coping Strategies for Pain in Primary Care, East-Valladolid Primary Care Management, Castilla and León Public Health System (Sacyl), Valladolid, Spain
| | - Enrique Lluch
- Department of Physical Therapy, University of Valencia, Valencia, Spain
| | - Mira Meeus
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
- Department of Rehabilitation Sciences and Physiotherapy, University of Antwerp, Antwerp, Belgium
| | - Wen Wei Loh
- Department of Data Analysis, Ghent University, Ghent, Belgium
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83
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Costa N, Blyth FM, Parambath S, Huckel Schneider C. What's the low back pain problem represented to be? An analysis of discourse of the Australian policy directives. Disabil Rehabil 2023; 45:3312-3322. [PMID: 36150033 DOI: 10.1080/09638288.2022.2125085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 09/09/2022] [Accepted: 09/10/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE Low back pain (LBP) directives provide information about how LBP should be managed, communicated and navigated in complex health systems, making them an important form of policy. This study aimed to examine how LBP is problematised (represented) in Australian directives. MATERIALS AND METHODS We employed an analysis of discourse of LBP directives drawing on Bacchi's "What's the problem represented to be?" policy problematisation approach. RESULTS Our analysis suggests that LBP is problematised as a symptom that tends to improve when individuals take responsibility for themselves, but may require care at times. The way in which LBP is represented in the directives excludes important aspects, such as the uncertainties of scientific knowledge, paradigms other than (post)positivist, multimorbidity, social and structural determinants of health. CONCLUSION LBP directives may benefit from problematisations of LBP that consider the ongoing nature of LBP and broader contextual factors that impact on both LBP outcomes and care, beyond individual responsibility. Consideration of a wider range of paradigms and expanded evidence base may also be beneficial, as these are likely to enable individuals, clinicians and the Australian healthcare system to address LBP while dealing with its complexities, enabling real-world changes to lessen the LBP burden.IMPLICATIONS FOR REHABILITATIONHealthcare professionals who work with people who experience low back pain (LBP) may benefit from critically reflecting about discourses embedded in policy directives.Healthcare professionals may consider engaging in policy changes processes to expand the discourses on which LBP policy directives rely.Healthcare professionals' ability to enact policy recommendations may be enhanced by consideration of the fluctuating nature of LBP, uncertainties, multimorbidity and determinants of health.
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Affiliation(s)
- Nathalia Costa
- Menzies Centre for Health Policy and Economics, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Fiona M Blyth
- Menzies Centre for Health Policy and Economics, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- ARC Centre of Excellence in Population Aging Research (CEPAR), University of Sydney, Sydney, Australia
| | - Sarika Parambath
- Menzies Centre for Health Policy and Economics, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Carmen Huckel Schneider
- Menzies Centre for Health Policy and Economics, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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84
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Koppenaal T, van der Heiden J, Kloek CJJ, Arensman RM, Ostelo RWJG, Veenhof C, Pisters MF. Characteristics and health outcomes associated with activation for self-management in patients with non-specific low back pain: A cross-sectional study. Musculoskelet Sci Pract 2023; 67:102830. [PMID: 37542998 DOI: 10.1016/j.msksp.2023.102830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 06/16/2023] [Accepted: 07/14/2023] [Indexed: 08/07/2023]
Abstract
BACKGROUND Research has shown that the course of non-specific low back pain (LBP) is influenced by, among other factors, patients' self-management abilities. Therefore, clinical guidelines recommend stimulation of self-management. Enhancing patients' self-management potentially can improve patients' health outcomes and reduce future healthcare costs for non-specific LBP. OBJECTIVES Which characteristics and health outcomes are associated with activation for self-management in patients with non-specific LBP? DESIGN Cross-sectional study. METHOD Patients with non-specific LBP applying for primary care physiotherapy were asked to participate. Multivariable linear regression analysis was performed to analyze the multivariable relationship between activation for self-management (Patient Activation Measure, range 0-100) and a range of characteristics, e.g., age, gender, and health outcomes, e.g., self-efficacy, pain catastrophizing. RESULTS The median activation for self-management score of the patients with non-specific LBP (N = 208) was 63.10 (IQR = 19.30) points. The multivariable linear regression analysis revealed that higher self-efficacy scores (B = 0.54), female gender (B = 3.64), and a middle educational level compared with a high educational level (B = -5.47) were associated with better activation for self-management in patients with non-specific LBP. The goodness-of-fit of the model was 17.24% (R2 = 0.17). CONCLUSIONS Patients with better activation for self-management had better self-efficacy, had a higher educational level, and were more often female. However, given the explained variance better understanding of the factors that influence the complex construct of self-management behaviour in patients who are not doing well might be needed to identify possible barriers to engage in self-management.
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Affiliation(s)
- T Koppenaal
- Research Group Empowering Healthy Behaviour, Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, the Netherlands; Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands; Physical Therapy Research, Department of Rehabilitation, Physiotherapy Science and Sport, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands.
| | - J van der Heiden
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands; Research Group Innovation of Human Movement Care, Research Center Healthy and Sustainable Living, HU University of Applied Sciences, Utrecht, the Netherlands
| | - C J J Kloek
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands; Research Group Innovation of Human Movement Care, Research Center Healthy and Sustainable Living, HU University of Applied Sciences, Utrecht, the Netherlands
| | - R M Arensman
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands; Physical Therapy Research, Department of Rehabilitation, Physiotherapy Science and Sport, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands
| | - R W J G Ostelo
- Department of Health Sciences, Faculty of Science, VU University Amsterdam, Amsterdam Movement Sciences Research Institute Amsterdam, Amsterdam, the Netherlands; Department of Epidemiology and Data Science, Amsterdam University Medical Centre, Location VUmc, Amsterdam, the Netherlands
| | - C Veenhof
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands; Physical Therapy Research, Department of Rehabilitation, Physiotherapy Science and Sport, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands; Research Group Innovation of Human Movement Care, Research Center Healthy and Sustainable Living, HU University of Applied Sciences, Utrecht, the Netherlands
| | - M F Pisters
- Research Group Empowering Healthy Behaviour, Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, the Netherlands; Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands; Physical Therapy Research, Department of Rehabilitation, Physiotherapy Science and Sport, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands
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85
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Wang Z, Feng W, Jin Q. Occupational factors and low back pain: a Mendelian randomization study. Front Public Health 2023; 11:1236331. [PMID: 37711245 PMCID: PMC10498534 DOI: 10.3389/fpubh.2023.1236331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 08/14/2023] [Indexed: 09/16/2023] Open
Abstract
Background Low back pain (LBP) is a common condition and a leading cause of health function loss worldwide. This study assessed the impact of occupational factors on LBP using Mendelian Randomization (MR) method, controlling for confounding variables. Methods Based on publicly available genome-wide association studies (GWAS), two-sample univariate and multivariate MR analyses were performed to assess the causal effect of occupational factors on LBP. We used the inverse variance weighted (IVW) method and sensitivity analyses to generate the total results for the univariate MR analysis. Furthermore, we performed multivariate MR analysis to assess the direct causal association between occupational factors and LBP after accounting for potential confounding variables. Results The total causal effect of genetically predicted job involves heavy manual or physical work on LBP was found to be significant (IVW OR, 2.117; 95% CI, 1,288-3.479; p = 0.003). Upon adjusting for potential confounding variables, the direct effect of job involves heavy manual or physical work on LBP remained statistically significant. Similarly, the total causal effect of genetically predicted job involves mainly walking or standing on LBP was also found to be significant (IVW OR, 1.429; 95% CI, 1,035-1.975; p = 0.030). However, upon adjusting for potential confounding variables, the direct effect of job involves mainly walking or standing on LBP became insignificant. In contrast, the findings from the MR analysis indicated a lack of association between work/job satisfaction and LBP. Sensitivity analysis consistently supported these trends. Conclusion Our results supported a causal link between job involves heavy manual or physical work and increased risk of LBP, while finding no significant associations between prolonged walking/standing at work, job satisfaction, and LBP, providing valuable insights for the development of targeted prevention and intervention strategies for LBP.
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Affiliation(s)
- Zifeng Wang
- Department of Orthopedics, Taicang Shaxi People’s Hospital, Taicang, China
| | - Wubing Feng
- Department of Orthopedics, Nanjing Medical University Affiliated Wuxi Second Hospital, Wuxi, China
| | - Qi Jin
- Department of Orthopedics, No.1 Traditional Chinese Medicine Hospital in Changde, Changde, China
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86
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Blasco-Abadía J, Bellosta-López P, Palsson T, Moreno González S, García-Campayo J, Doménech-García V. Spanish version of the pain beliefs questionnaire: Translation, cross-cultural adaptation, validation, and psychometric properties in a working population. Musculoskelet Sci Pract 2023; 66:102827. [PMID: 37459817 DOI: 10.1016/j.msksp.2023.102827] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 07/07/2023] [Accepted: 07/10/2023] [Indexed: 08/26/2023]
Abstract
BACKGROUND Chronic musculoskeletal pain is a major health problem and a common cause of disability in the workplace. Beliefs related to musculoskeletal pain may influence its onset and perpetuation. Consequently, tools designed to identify potentially harmful beliefs are needed. However, the Pain Beliefs Questionnaire (PBQ) is not available for individuals speaking European-Spanish. OBJECTIVES To translate and culturally adapt the original English version of the PBQ into European-Spanish and evaluate its psychometric properties among Spanish workers with and without chronic musculoskeletal pain. DESIGN Study on measurement properties. METHODS A translation and cultural adaptation process was based on a forward-backward translation process. One hundred fifty-one active workers were included. Participants completed the PBQ (composed of the organic and psychological subscales), the Pain Catastrophizing Scale (PCS), and the Hospital Anxiety and Depression Scale (HADS). Finally, thirty participants completed the PBQ again two weeks later for test-retest reliability. RESULTS The PBQ showed adequate internal consistency (Cronbach's alpha: 0.72-0.73), good item response stability (weighted Kappa: 0.65-0.90), and reliability (Intraclass Correlation Coefficient: 0.72-0.80). A positive correlation was found between the PCS and the organic subscale (r = 0.403). However, no significant correlations were found between the HADS and the PBQ subscales. Workers with chronic musculoskeletal pain showed greater scores in the organic subscale and lower scores in the psychological subscale than workers without pain. CONCLUSION The Spanish version of the PBQ was linguistically accurate and acceptable for use by workers with and without musculoskeletal pain.
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Affiliation(s)
- Julia Blasco-Abadía
- Universidad San Jorge. Campus Universitario, Autov. A23 km 299, 50830, Villanueva de Gállego, Zaragoza, Spain
| | - Pablo Bellosta-López
- Universidad San Jorge. Campus Universitario, Autov. A23 km 299, 50830, Villanueva de Gállego, Zaragoza, Spain.
| | - Thorvaldur Palsson
- Department of Physiotherapy and Occupational Therapy, Aalborg University Hospital, Aalborg, Denmark
| | - Sergio Moreno González
- Universidad San Jorge. Campus Universitario, Autov. A23 km 299, 50830, Villanueva de Gállego, Zaragoza, Spain
| | - Javier García-Campayo
- Department of Psychiatry. University of Zaragoza. c/Domingo Miral s/n, 50009, Zaragoza, Spain
| | - Víctor Doménech-García
- Universidad San Jorge. Campus Universitario, Autov. A23 km 299, 50830, Villanueva de Gállego, Zaragoza, Spain
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Durán J, Tejos-Bravo M, Cid V, Ferreccio C, Calvo M. Chronic pain in Chile: first prevalence report of noncancer chronic pain, fibromyalgia, and neuropathic pain and its associated factors. Pain 2023; 164:1852-1859. [PMID: 36893316 DOI: 10.1097/j.pain.0000000000002886] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 01/11/2023] [Indexed: 03/11/2023]
Abstract
ABSTRACT Although we know chronic pain (CP) affects approximately 30% of people in developed countries, data from Latin America are scarce. Moreover, prevalence of specific CP conditions, such as chronic noncancer pain (CNCP), fibromyalgia (FM), and neuropathic pain (NP), is unknown. To estimate them in Chile, we prospectively enrolled 1945 participants (61.4% women and 38.6% men), aged 38 to 74 years, from an agricultural town who answered a Pain Questionnaire, the Fibromyalgia Survey Questionnaire, and Douleur Neuropathique 4 (DN4) to identify CNCP, FM, and NP, respectively. The estimated prevalence of CNCP was 34.7% (95% CI 32.6; 36.8), with an average duration of 32.3 months (SD ± 56.3), producing deep impairments in daily activities, sleep, and mood. We estimated a prevalence of 3.3% for FM (95% CI 2.5; 4.1) and 12% for NP (95% CI 10.6; 13.4). Female sex, fewer school years, and depressive symptoms were associated with FM and NP, whereas diabetes was only associated with NP. We standardized the results from our sample against the whole Chilean population and found no significant difference to our crude estimates. This is in line with studies from developed countries, highlighting the idea that despite genetic and environmental differences, the conditions that confer risk to CNCP remain stable.
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Affiliation(s)
- Josefina Durán
- Departamento Reumatología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Macarena Tejos-Bravo
- Departamento Fisiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Nucleus for the Study of Pain (MiNuSPain), Santiago, Chile
| | - Vicente Cid
- Departamento Salud Pública y Epidemiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Catterina Ferreccio
- Departamento Salud Pública y Epidemiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Margarita Calvo
- Departamento Fisiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Nucleus for the Study of Pain (MiNuSPain), Santiago, Chile
- División Anestesiología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, 8320000, Chile
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Adams MCB, Hurley RW, Siddons A, Topaloglu U, Wandner LD. NIH HEAL Clinical Data Elements (CDE) implementation: NIH HEAL Initiative IMPOWR network IDEA-CC. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:743-749. [PMID: 36799548 PMCID: PMC10321760 DOI: 10.1093/pm/pnad018] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 02/14/2023] [Accepted: 02/15/2023] [Indexed: 02/18/2023]
Abstract
OBJECTIVE The National Institutes of Health (NIH) HEAL Initiative is making data findable, accessible, interoperable, and reusable (FAIR) to maximize the value of the unprecedented federal investment in pain and opioid-use disorder research. This involves standardizing the use of common data elements (CDE) for clinical research. METHODS This work describes the process of the selection, processing, harmonization, and design constraints of CDE across a pain and opioid use disorder clinical trials network (NIH HEAL IMPOWR). RESULTS The network alignment allowed for incorporation of newer data standards across the clinical trials. Specific advances included geographic coding (RUCA), deidentified patient identifiers (GUID), shareable clinical survey libraries (REDCap), and concept mapping to standardized concepts (UMLS). CONCLUSIONS While complex, harmonization across a network of chronic pain and opioid use disorder clinical trials with separate interventions can be optimized through use of CDEs and data standardization processes. This standardization process will support the robust secondary data analyses. Scaling this process could standardize CDE results across interventions or disease state which could help inform insurance companies or government organizations about coverage determinations. The development of the HEAL CDE program supports connecting isolated studies and solutions to each other, but the practical aspects may be challenging for some studies to implement. Leveraging tools and technology to simplify process and create ready to use resources may support wider adoption of consistent data standards.
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Affiliation(s)
- Meredith C B Adams
- Departments of Anesthesiology, Biomedical Informatics, and Public Health Sciences, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, United States
| | - Robert W Hurley
- Departments of Anesthesiology, Translational Neuroscience, and Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27157, United States
| | - Andrew Siddons
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Umit Topaloglu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, United States
| | - Laura D Wandner
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
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Lyng KD, Djurtoft C, Bruun MK, Christensen MN, Lauritsen RE, Larsen JB, Birnie KA, Stinson J, Hoegh MS, Palsson TS, Olesen AE, Arendt-Nielsen L, Ehlers LH, Fonager K, Jensen MB, Würtzen H, Poulin PA, Handberg G, Ziegler C, Moeller LB, Olsen J, Heise L, Rathleff MS. What is known and what is still unknown within chronic musculoskeletal pain? A systematic evidence and gap map. Pain 2023; 164:1406-1415. [PMID: 36602421 DOI: 10.1097/j.pain.0000000000002855] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 11/01/2022] [Indexed: 01/06/2023]
Abstract
ABSTRACT Evidence and gap maps (EGMs) can be used to identify gaps within specific research areas and help guide future research agendas and directions. Currently, there are no EGMs within the broad domain of chronic musculoskeletal (MSK) pain in adults. The aim of this study was to create a contemporary EGM of interventions and outcomes used for research investigating chronic MSK pain. This EGM was based on systematic reviews of interventions published in scientific journals within the past 20 years. Embase, PubMed, the Cochrane Library, and PsycINFO were used to retrieve studies for inclusion. The quality of the included reviews was assessed using AMSTAR-II. Interventions were categorised as either physical, psychological, pharmacological, education/advice, interdisciplinary, or others. Outcomes were categorised using the Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT) recommendations. Of 4299 systematic reviews, 457 were included. Of these, 50% were rated critically low quality, 25% low quality, 10% moderate quality, and 15% rated high quality. Physical interventions (eg, exercise therapy) and education were the most common interventions reported in 80% and 20% of the studies, respectively. Pain (97%) and physical functioning (87%) were the most reported outcomes in the systematic reviews. Few systematic reviews used interdisciplinary interventions (3%) and economic-related outcomes (2%). This contemporary EGM revealed a low proportion of high-quality evidence within chronic MSK pain. This EGM clearly outlines the lack of high-quality research and the need for increased focus on interventions encompassing the entire biopsychosocial perspective.
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Affiliation(s)
- Kristian D Lyng
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Clinical Medicine, Center for General Practice at Aalborg University, Aalborg University, Aalborg, Denmark
| | - Chris Djurtoft
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Clinical Medicine, Center for General Practice at Aalborg University, Aalborg University, Aalborg, Denmark
| | - Malene K Bruun
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Clinical Medicine, Center for General Practice at Aalborg University, Aalborg University, Aalborg, Denmark
| | - Mads N Christensen
- Department of Clinical Medicine, Center for General Practice at Aalborg University, Aalborg University, Aalborg, Denmark
| | - Rikke E Lauritsen
- Interdisciplinary Orthopaedics, Aalborg University Hospital, Aalborg, Denmark
| | - Jesper B Larsen
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Kathryn A Birnie
- Departments of Anesthesiology, Perioperative, and Pain Medicine and
- Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada
| | - Jennifer Stinson
- Child Health Evaluation Sciences, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, Toronto, ON, Canada
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Morten S Hoegh
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Thorvaldur S Palsson
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Physiotherapy and Occupational Therapy, Aalborg University Hospital, Aalborg, Denmark
| | - Anne E Olesen
- Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Clinical Pharmacology, Aalborg University Hospital, Aalborg, Denmark
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Medical Gastroenterology, Mech-Sense, Aalborg University Hospital, Aalborg, Denmark
| | - Lars H Ehlers
- Denmark & Nordic Institute of Health Economics, Aarhus, Denmark
| | - Kirsten Fonager
- Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Social Medicine, Aalborg University Hospital, Aalborg, Denmark
| | - Martin B Jensen
- Department of Clinical Medicine, Center for General Practice at Aalborg University, Aalborg University, Aalborg, Denmark
| | - Hanne Würtzen
- Department of Neuroanaesthesiology, The Multidisciplinary Pain Centre, Rigshospitalet, Copenhagen, Denmark
| | - Patricia A Poulin
- Department of Psychology, The Ottawa Hospital, Ottawa, ON, Canada
- Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Gitte Handberg
- Pain Research Group, Pain Center, Odense University Hospital, Odense, Denmark
- Pain Center, Odense University Hospital, Odense, Denmark
| | - Connie Ziegler
- Gigtforeningen/Danish Rheumatism Association, Copenhagen, Denmark
| | - Lars B Moeller
- Foreningen af Kroniske Smerteramte og Pårørende (FAKS)/The Association for Chronic Pain Patients and Relatives, Copenhagen, Denmark
| | - Judi Olsen
- Fibromyalgi & Smerteforeningen/the Danish Fibromyalgia & Pain Association, Copenhagen, Denmark
| | - Lotte Heise
- Danish Broadcasting Corporation, Copenhagen, Denmark
| | - Michael S Rathleff
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Clinical Medicine, Center for General Practice at Aalborg University, Aalborg University, Aalborg, Denmark
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90
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Zimney K, Van Bogaert W, Louw A. The Biology of Chronic Pain and Its Implications for Pain Neuroscience Education: State of the Art. J Clin Med 2023; 12:4199. [PMID: 37445234 DOI: 10.3390/jcm12134199] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/06/2023] [Accepted: 06/14/2023] [Indexed: 07/15/2023] Open
Abstract
Pain is an individualized experience for the person suffering from chronic pain. Significant strides have been made in the last few decades in understanding various biological changes that coincide with chronic pain. This state-of-the-art overview looks at the current evidence related to the biology of chronic pain and the implications these findings have on the delivery of pain neuroscience education (PNE). The paper summarizes the various (epi)genetic, neural, endocrine, and immune factors discovered and explored in the scientific literature concerning chronic pain. Each of these biological factors has various implications for the content and delivery of PNE. We discuss the future directions these biological factors have for the clinical implementation of PNE by linking the importance of behavior change, optimizing the learning environment, and using an individualized multimodal treatment approach with PNE. In addition, future directions for research of PNE based on these biological factors are provided with importance placed on individualized patient-centered care and how PNE can be used with traditional modes of care and growing trends with other care methods. PNE was originally and continues to be rooted in understanding chronic pain biology and how that understanding can improve patient care and outcomes.
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Affiliation(s)
- Kory Zimney
- Department of Physical Therapy, University of South Dakota, 414 East Clark St., Vermillion, SD 57069, USA
| | - Wouter Van Bogaert
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan 121, 1000 Brussels, Belgium
- Research Foundation-Flanders (FWO), Leuvenseweg 38, 1000 Brussels, Belgium
- Interuniversity Centre for Health Economics Research (I-CHER), Department of Public Health (GEWE), Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Laarbeeklaan 103, 1000 Brussels, Belgium
- Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Laarbeeklaan 101, 1000 Brussels, Belgium
| | - Adriaan Louw
- Evidence in Motion, 618 Broad Street, Suite B, Story City, IA 50248, USA
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91
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Nabi MH, Hawlader MDH, Naz F, Siddiquea SR, Hasan M, Hossian M, Dalal K. Low back pain among professional bus drivers: a cross-sectional study from Bangladesh. BMC Public Health 2023; 23:1172. [PMID: 37331993 DOI: 10.1186/s12889-023-16018-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 05/30/2023] [Indexed: 06/20/2023] Open
Abstract
BACKGROUND Low back pain (LBP) is a common condition contributing to impaired quality of life among professional vehicle drivers. Our study aimed to assess LBP prevalence and associated factors among professional bus drivers in Bangladesh. METHODS A cross-sectional study was conducted among 368 professional bus drivers using a semi-structured questionnaire. A Nordic Musculoskeletal Questionnaire (NMQ) subscale was used to measure LBP. Multivariable logistic regression analysis was used to identify the factors associated with LBP. RESULTS In the last month, 127 (34.51%) participants reported experiencing pain or discomfort in the lower backside. Multivariable logistic regression analysis showed that age of more than 40 years (adjusted odds ratio (aOR): 2.07, 95% confidence interval (CI): 1.14 to 3.75), the income of more than 15,000 BDT per month (aOR: 1.91, 95% CI: 1.11 to 3.26), work duration more than ten years (aOR: 2.53, 95% CI: 1.12 to 5.70), working more than 15 days per month (aOR: 1.93, 95% CI: 1.02 to 3.65), working more than 10 h per day (aOR: 2.46, 95% CI: 1.05 to 5.75), poor condition of the driving seat (aOR: 1.80, 95% CI: 1.08 to 3.02), current smoking habit (aOR: 9.71, 95% CI: 1.25 to 75.15), illicit substances use (aOR: 1.97, 95% CI: 1.11 to 3.48), and four hours or less sleeping time per day (aOR: 1.83, 95% CI: 1.09 to 3.06) were positively associated with LBP. CONCLUSION The high burden of LBP among the participants calls for a focus on this vulnerable group's occupational health and safety, with particular emphasis on implementing standard measures.
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Affiliation(s)
| | | | - Farah Naz
- Department of Physiology, Green Life Medical College, Dhaka, 1205, Bangladesh
| | | | - Mehedi Hasan
- Public Health Promotion and Development Society (PPDS), Dhaka, 1205, Bangladesh
| | - Mosharop Hossian
- Public Health Promotion and Development Society (PPDS), Dhaka, 1205, Bangladesh
| | - Koustuv Dalal
- School of Health Sciences, Division of Public Health Science, Mid Sweden University, Sundsvall, Sweden.
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92
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Silva DAS, de Lima TR, Lavie CJ, Sui X. Association between cardiorespiratory fitness and low back pain is anxiety-dependent: A prospective cohort study among adults and older adults. J Sports Sci 2023; 41:947-954. [PMID: 37615327 DOI: 10.1080/02640414.2023.2249756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 08/11/2023] [Indexed: 08/25/2023]
Abstract
To investigate the relationship between low back pain and cardiorespiratory fitness (CRF) among participants with and without self-report anxiety. Participants were 13,080 individuals (86.6% men; 44.7 ± 9.3 years). CRF was quantified as maximal treadmill test duration and was grouped for analysis as low (lowest 20% of treadmill test duration), moderate (middle 40%), and high (upper 40%). Cox regression analysis was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) between low back pain and CRF according to the presence/absence of self-report anxiety. During an average of 5.7 ± 5.1 years of follow-up, 2,965 cases of low back pain were identified. Participants with self-report anxiety and low CRF had 3.7 times (HR: 3.7; 95%CI: 1.7-8.2) more risk for having low back pain when compared with participants with self-report anxiety and high CRF. Additionally, among participants with self-reported anxiety, moderate CRF was associated with an 70% greater risk of having low back pain than those with high CRF (HR: 1.7; 95%CI: 1.1-3.2). For participants without self-reported anxiety, no association was found between the risk of having low back pain and CRF. According to the results identified in the present study, participants with self-reported anxiety who had low and moderate CRF had higher risks of low back pain than those with high CRF.
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Affiliation(s)
| | | | - Carl J Lavie
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School, University of Queensland School of Medicine, New Orleans, LA, USA
| | - Xuemei Sui
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
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93
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Roseen EJ, Smith CN, Essien UR, Cozier YC, Joyce C, Morone NE, Phillips RS, Gergen Barnett K, Patterson CG, Wegener ST, Brennan GP, Delitto A, Saper RB, Beneciuk JM, Stevans JM. Racial and Ethnic Disparities in the Incidence of High-Impact Chronic Pain Among Primary Care Patients with Acute Low Back Pain: A Cohort Study. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:633-643. [PMID: 36534910 PMCID: PMC10233486 DOI: 10.1093/pm/pnac193] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 11/07/2022] [Accepted: 11/17/2022] [Indexed: 10/20/2023]
Abstract
OBJECTIVE We assessed whether race or ethnicity was associated with the incidence of high-impact chronic low back pain (cLBP) among adults consulting a primary care provider for acute low back pain (aLBP). METHODS In this secondary analysis of a prospective cohort study, patients with aLBP were identified through screening at seventy-seven primary care practices from four geographic regions. Incidence of high-impact cLBP was defined as the subset of patients with cLBP and at least moderate disability on Oswestry Disability Index [ODI >30]) at 6 months. General linear mixed models provided adjusted estimates of association between race/ethnicity and high-impact cLBP. RESULTS We identified 9,088 patients with aLBP (81.3% White; 14.3% Black; 4.4% Hispanic). Black/Hispanic patients compared to White patients, were younger and more likely to be female, obese, have Medicaid insurance, worse disability on ODI, and were at higher risk of persistent disability on STarT Back Tool (all P < .0001). At 6 months, more Black and Hispanic patients reported high-impact cLBP (30% and 25%, respectively) compared to White patients (15%, P < .0001, n = 5,035). After adjusting for measured differences in socioeconomic and back-related risk factors, compared to White patients, the increased odds of high-impact cLBP remained statistically significant for Black but not Hispanic patients (adjusted odds ration [aOR] = 1.40, 95% confidence interval [CI]: 1.05-1.87 and aOR = 1.25, 95%CI: 0.83-1.90, respectively). CONCLUSIONS We observed an increased incidence of high-impact cLBP among Black and Hispanic patients compared to White patients. This disparity was partly explained by racial/ethnic differences in socioeconomic and back-related risk factors. Interventions that target these factors to reduce pain-related disparities should be evaluated. CLINICALTRIALS.GOV IDENTIFIER NCT02647658.
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Affiliation(s)
- Eric J Roseen
- Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
- Department of Rehabilitation Sciences, MGH Institute for Health Professions, Boston, Massachusetts, USA
- Department of Physical Medicine and Rehabilitation, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Clair N Smith
- University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Utibe R Essien
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Yvette C Cozier
- Slone Epidemiology Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Christopher Joyce
- School of Physical Therapy, Massachusetts College of Pharmacy and Health Sciences, Worcester, Massachusetts, USA
| | - Natalia E Morone
- Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Russell S Phillips
- Center for Primary Care, Harvard Medical School, Boston, Massachusetts, USA
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Katherine Gergen Barnett
- Department of Family Medicine, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Charity G Patterson
- University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Gerard P Brennan
- Department of Physical Therapy, Intermountain Healthcare Rehabilitation Services, Murray, Utah, USA
| | - Anthony Delitto
- University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Robert B Saper
- Department of Wellness and Preventive Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jason M Beneciuk
- Department of Physical Therapy, University of Florida College of Public Health and Health Professions, Gainesville, Florida, USA
| | - Joel M Stevans
- Department of Physical Therapy, University of Florida College of Public Health and Health Professions, Gainesville, Florida, USA
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94
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Ng W, Beales D, Gucciardi DF, Slater H. Applying the behavioural change wheel to guide the implementation of a biopsychosocial approach to musculoskeletal pain care. FRONTIERS IN PAIN RESEARCH 2023; 4:1169178. [PMID: 37228807 PMCID: PMC10204590 DOI: 10.3389/fpain.2023.1169178] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/21/2023] [Indexed: 05/27/2023] Open
Abstract
Achieving high value, biopsychosocial pain care can be complex, involving multiple stakeholders working synergistically to support the implementation of quality care. In order to empower healthcare professionals to assess, identify and analyse biopsychosocial factors contributing to musculoskeletal pain, and describe what changes are needed in the whole-of-system to navigate this complexity, we aimed to: (1) map established barriers and enablers influencing healthcare professionals' adoption of a biopsychosocial approach to musculoskeletal pain against behaviour change frameworks; and (2) identify behaviour change techniques to facilitate and support the adoption and improve pain education. A five-step process informed by the Behaviour Change Wheel (BCW) was undertaken: (i) from a recently published qualitative evidence synthesis, barriers and enablers were mapped onto the Capability Opportunity Motivation-Behaviour (COM-B) model and Theoretical Domains Framework (TDF) using "best fit" framework synthesis; (ii) relevant stakeholder groups involved in the whole-of-health were identified as audiences for potential interventions; (iii) possible intervention functions were considered based on the Affordability, Practicability, Effectiveness and Cost-effectiveness, Acceptability, Side-effects/safety, Equity criteria; (iv) a conceptual model was synthesised to understand the behavioural determinants underpinning biopsychosocial pain care; (v) behaviour change techniques (BCTs) to improve adoption were identified. Barriers and enablers mapped onto 5/6 components of the COM-B model and 12/15 domains on the TDF. Multi-stakeholder groups including healthcare professionals, educators, workplace managers, guideline developers and policymakers were identified as target audiences for behavioural interventions, specifically education, training, environmental restructuring, modelling and enablement. A framework was derived with six BCTs identified from the Behaviour Change Technique Taxonomy (version 1). Adoption of a biopsychosocial approach to musculoskeletal pain involves a complex set of behavioural determinants, relevant across multiple audiences, reflecting the importance of a whole-of-system approach to musculoskeletal health. We proposed a worked example on how to operationalise the framework and apply the BCTs. Evidence-informed strategies are recommended to empower healthcare professionals to assess, identify and analyse biopsychosocial factors, as well as targeted interventions relevant to various stakeholders. These strategies can help to strengthen a whole-of-system adoption of a biopsychosocial approach to pain care.
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Affiliation(s)
- Wendy Ng
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
| | - Darren Beales
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| | - Daniel F. Gucciardi
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| | - Helen Slater
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
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95
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Gilcrease GW, Sciascia S, Padovan D, Sciullo A, Cioffi M, Ricceri F, Radin M, Schreiber K, Husum D, Roccatello D, Nikiphorou E. Health inequalities and social determinants of health: The role of syndemics in rheumatic disease. Autoimmun Rev 2023; 22:103351. [PMID: 37121530 DOI: 10.1016/j.autrev.2023.103351] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 04/18/2023] [Accepted: 04/27/2023] [Indexed: 05/02/2023]
Abstract
A syndemic is the co-existence of two or more health problems (including both social and biological features) that adversely influence each other with negative consequences on disease outcomes and perpetuation of inequalities. The syndemic approach can be applied to better understand the course of rheumatic musculoskeletal diseases (RMD) involving the study of adverse biological pathways and social determinants of health (SDH) all under the same framework. Identifying if a syndemic exists within RMDs may include investigating the synergic interactions between comorbidity (e.g., diabetes, obesity, chronic kidney diseases) and the concomitant of other adverse conditions (e.g., drug non-adherence, substance abuse), along with SDHs such as low household income, unemployment, low education, limited access to health care, as well as racial/ethnic discrimination. For decades, the understanding of RMDs progression has been based on causality, rather than investigating the kaleidoscopic web of connections that can potentially influence a disease course. The co-existence of health burdens in vulnerable populations, including those with RMD, specifically in certain socioeconomic groups, calls for new ways and strategies of thinking to improve our understanding of risk factors and co-morbidities to offer tailored interventions for clinical medicine and public health policy.
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Affiliation(s)
- Gregory Winston Gilcrease
- UNESCO Chair, Department of Culture, Politics and Society, University of Turin, Italy; International Center for Sustainable Well-Being, A Project of the Center for Transformative Action, Ithaca, NY, United States of America; Rheumatology Department, King's College Hospital, London, UK
| | - Savino Sciascia
- Center of Research of Immunopathology and Rare Diseases - Coordinating Center of Piemonte and Valle d'Aosta Network for Rare Diseases, SCDU Nephrology and Dialysis, University of Turin and S. Giovanni Bosco Hospital, Turin, Italy
| | - Dario Padovan
- UNESCO Chair, Department of Culture, Politics and Society, University of Turin, Italy
| | - Alessandro Sciullo
- UNESCO Chair, Department of Culture, Politics and Society, University of Turin, Italy
| | - Michele Cioffi
- Center of Research of Immunopathology and Rare Diseases - Coordinating Center of Piemonte and Valle d'Aosta Network for Rare Diseases, SCDU Nephrology and Dialysis, University of Turin and S. Giovanni Bosco Hospital, Turin, Italy
| | - Fulvio Ricceri
- Center of Biostatistics, Epidemiology, and Public Health, Department of Clinical and Biological Sciences, University of Turin, Italy
| | - Massimo Radin
- Center of Research of Immunopathology and Rare Diseases - Coordinating Center of Piemonte and Valle d'Aosta Network for Rare Diseases, SCDU Nephrology and Dialysis, University of Turin and S. Giovanni Bosco Hospital, Turin, Italy
| | - Karen Schreiber
- Danish Hospital for Rheumatic Diseases, University of Southern Denmark, Sønderborg, Denmark; Institute for Regional Health Research, Southern Danish University, Odense, Denmark; Thrombosis and Haemophilia, Guy's King's College and Saint Thomas' Hospitals, London, UK.
| | - Dina Husum
- Danish Hospital for Rheumatic Diseases, University of Southern Denmark, Sønderborg, Denmark; Department of Cardiology, Hospital of Southern Jutland, Aabenraa, Denmark
| | - Dario Roccatello
- Center of Research of Immunopathology and Rare Diseases - Coordinating Center of Piemonte and Valle d'Aosta Network for Rare Diseases, SCDU Nephrology and Dialysis, University of Turin and S. Giovanni Bosco Hospital, Turin, Italy
| | - Elena Nikiphorou
- Department of Cardiology, Hospital of Southern Jutland, Aabenraa, Denmark; Centre for Rheumatic Diseases, King's College London, London, UK
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96
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Lituiev DS, Lacar B, Pak S, Abramowitsch PL, De Marchis EH, Peterson TA. Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients. J Am Med Inform Assoc 2023:7133957. [PMID: 37080559 DOI: 10.1093/jamia/ocad054] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/15/2023] [Accepted: 03/18/2023] [Indexed: 04/22/2023] Open
Abstract
OBJECTIVE We applied natural language processing and inference methods to extract social determinants of health (SDoH) information from clinical notes of patients with chronic low back pain (cLBP) to enhance future analyses of the associations between SDoH disparities and cLBP outcomes. MATERIALS AND METHODS Clinical notes for patients with cLBP were annotated for 7 SDoH domains, as well as depression, anxiety, and pain scores, resulting in 626 notes with at least one annotated entity for 364 patients. We used a 2-tier taxonomy with these 10 first-level classes (domains) and 52 second-level classes. We developed and validated named entity recognition (NER) systems based on both rule-based and machine learning approaches and validated an entailment model. RESULTS Annotators achieved a high interrater agreement (Cohen's kappa of 95.3% at document level). A rule-based system (cTAKES), RoBERTa NER, and a hybrid model (combining rules and logistic regression) achieved performance of F1 = 47.1%, 84.4%, and 80.3%, respectively, for first-level classes. DISCUSSION While the hybrid model had a lower F1 performance, it matched or outperformed RoBERTa NER model in terms of recall and had lower computational requirements. Applying an untuned RoBERTa entailment model, we detected many challenging wordings missed by NER systems. Still, the entailment model may be sensitive to hypothesis wording. CONCLUSION This study developed a corpus of annotated clinical notes covering a broad spectrum of SDoH classes. This corpus provides a basis for training machine learning models and serves as a benchmark for predictive models for NER for SDoH and knowledge extraction from clinical texts.
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Affiliation(s)
- Dmytro S Lituiev
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA
| | - Benjamin Lacar
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA
- Berkeley Institute for Data Science, University of California, Berkeley, California, USA
| | - Sang Pak
- Department of Physical Therapy and Rehabilitation Science, University of California San Francisco, San Francisco, California, USA
| | - Peter L Abramowitsch
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA
| | - Emilia H De Marchis
- Department of Family & Community Medicine, University of California San Francisco, San Francisco, California, USA
| | - Thomas A Peterson
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA
- Department of Orthopaedic Surgery, University of California San Francisco, San Francisco, California, USA
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97
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Nim CG, Hansen A, Backmann T, Ziegler DS, O'Neill S. Multidisciplinary team-based management approach for secondary-care patients with severe and persistent low back pain: A mixed-method feasibility trial. J Back Musculoskelet Rehabil 2023:BMR220369. [PMID: 37092217 DOI: 10.3233/bmr-220369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
BACKGROUND Persistent and severe low back pain is challenging to treat. Multidisciplinary care with systematic follow-up may be more effective than usual care. However, such a model has yet to be developed and tested. OBJECTIVE Our objectives were to develop and test the feasibility of a three-month multidisciplinary intervention with systematic follow-up in a specialized hospital spine center for patients with severe and persistent low back pain. METHODS Using the Medical Research Council and National Institute for Health and Care Research framework for the development and testing of complex interventions, we developed a multidisciplinary intervention with systematic follow-up and tested its feasibility, using a-priori-determined outcomes during three months for 24 patients seen at a regional diagnostic spine center unit. As part of the evaluation, we conducted semi-structured interviews with participants and a focus-group interview with clinicians. RESULTS Of the 24 patients included, only 17 completed the course of care and provided complete data for feasibility assessment. We failed to reach our a-priori feasibility outcomes, had difficulty with inclusion, and participants did not find the intervention effective or satisfactory. CONCLUSIONS The intervention was not feasible as barriers existed on multiple levels (e.g., clinical, administrative, and patient). Excessive study moderations must be made before the intervention is feasible in a randomized trial.
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Affiliation(s)
- Casper Glissmann Nim
- Medical Research Unit, Spine Center of Southern Denmark, University Hospital of Southern Denmark, Middelfart, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- University of Southern Denmark, Odense, Denmark
| | - Anders Hansen
- Medical Research Unit, Spine Center of Southern Denmark, University Hospital of Southern Denmark, Middelfart, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Tina Backmann
- Medical Research Unit, Spine Center of Southern Denmark, University Hospital of Southern Denmark, Middelfart, Denmark
| | - Dorthe Schøler Ziegler
- Medical Research Unit, Spine Center of Southern Denmark, University Hospital of Southern Denmark, Middelfart, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Søren O'Neill
- Medical Research Unit, Spine Center of Southern Denmark, University Hospital of Southern Denmark, Middelfart, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
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98
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Aaron RV, McGill LS, Finan PH, Wegener ST, Campbell CM, Mun CJ. Determining Profiles of Pain-Specific and General Emotion Regulation Skills and Their Relation to 12-Month Outcomes Among People With Chronic Pain. THE JOURNAL OF PAIN 2023; 24:667-678. [PMID: 36503109 PMCID: PMC10079591 DOI: 10.1016/j.jpain.2022.12.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 11/22/2022] [Accepted: 12/04/2022] [Indexed: 12/13/2022]
Abstract
Difficulties with pain-specific emotion regulation (ER; eg, pain catastrophizing, pain acceptance) are associated with poor pain outcomes. Less is known about how general ER relates to pain outcomes, or the extent to which pain-specific and general ER interact. In a sample (N = 1,453) of adults with chronic pain, the current study used latent profile analysis to identify subgroups of people with distinct pain-specific and general ER profiles, and determined how subgroup membership at baseline related to pain severity, pain interference, depression and anxiety symptoms at 12-month follow-up. Four groups were identified: 1) general ER difficulties only (29.6%); 2) pain-specific and general ER difficulties (26.3%); 3) skillful pain-specific and general ER (24.6%); 4) pain-specific ER difficulties only (19.4%). Controlling for auto-correlation and demographic covariates, those with pain-specific and general ER difficulties had the worst outcomes in all domains. Membership to other groups did not differentiate between pain severity or interference outcomes; those skillful in pain-specific and general ER had the lowest depression and anxiety symptoms at 12 months. General ER difficulties are common among adults with chronic pain and raise relative risk when paired with pain-specific ER difficulties. Findings offer potential directions for individualizing pain psychology treatment. PERSPECTIVE: This article shows that people with chronic pain have different sets of strengths and difficulties when it comes to regulating emotions related and/or unrelated to the experience of pain itself. Understanding an individual's unique constellation of emotion regulation skills and difficulties might help personalize the psychological treatment of pain.
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Affiliation(s)
- Rachel V Aaron
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Lakeya S McGill
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Patrick H Finan
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Anesthesiology, University of Virginia, Charlottesville, Virginia
| | - Stephen T Wegener
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Claudia M Campbell
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Chung Jung Mun
- Department of Anesthesiology, University of Virginia, Charlottesville, Virginia; Edson College of Nursing and Health Innovation, Arizona State University, Pheonix, Arizona
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Joyce C, Keysor J, Stevans J, Ready K, Roseen EJ, Saper RB. Beyond the pain: A qualitative study exploring the physical therapy experience in patients with chronic low back pain. Physiother Theory Pract 2023; 39:803-813. [PMID: 35086420 PMCID: PMC9325917 DOI: 10.1080/09593985.2022.2029650] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 10/12/2021] [Accepted: 12/08/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Chronic low back pain (cLBP) is a complex condition that is physically and psychologically debilitating, with vulnerable populations experiencing more severe outcomes. Physical therapy (PT) includes evidence-based treatments that can reduce disability, however the experience of PT can vary amongst different populations. Empirical evidence is largely based on majority samples that are predominantly white with high educational attainment. Little is known regarding how people from vulnerable groups (e.g. low income and racial minority) experience physical therapy treatment for low back pain. OBJECTIVE To describe the experience of physical therapy in a predominantly low-income and minority population with cLBP. METHODS This qualitative study was embedded within a randomized controlled trial for patients with cLBP in urban, underserved communities. We used a convenience sample to interview 12 participants from the 102 who participated in the PT arm of the trial and then performed thematic analysis to describe their experience. RESULTS Three major themes emerged: 1) Empowerment through education and exercise; 2) Interconnectedness to providers and other patients; and 3) Improvements in pain, body mechanics, and mood. Divergent cases were few however centered around a lack of improvement in pain or an absence of connection with the therapist. Within the first theme a prevailing sub-theme emerged that aligned with Bandura's theory of self-efficacy: 1) Mastery of experience; 2) Verbal persuasion; 3) Vicarious experience; and 4) Physiological state. CONCLUSIONS Our participants' insight highlighted the value of cognitive-emotional and interpersonal dimensions of PT. These may be particularly important components of PT in populations that have experienced systemic distrust in providers and disparities in services. Future work could use Bandura's model of self-efficacy to build a PT intervention comprised of fear-based movement exercises, interconnectedness, a strong therapeutic alliance, and mindfulness techniques.
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Affiliation(s)
- Christopher Joyce
- School of Physical Therapy, Massachusetts College of Pharmacy and Health Sciences, 10 Lincoln Square, Worcester, MA, 01608 USA
| | - Julie Keysor
- Department of Rehabilitation Science, MGH Institute of Health Professions, 36 1 Avenue Boston, MA, 02129, USA
| | - Joel Stevans
- Department of Physical Therapy, University of Pittsburgh, 100 Technology Drive, Pittsburgh, PA, 15219 USA
| | | | - Eric J. Roseen
- Department of Rehabilitation Science, MGH Institute of Health Professions, 36 1 Avenue Boston, MA, 02129, USA
- Department of Family Medicine, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, 02118 USA
| | - Robert B. Saper
- Department of Family Medicine, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, 02118 USA
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100
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Mescouto K, Olson RE, Setchell J. Towards an ethical multiplicity in low back pain care: Practising beyond the biopsychosocial model. SOCIOLOGY OF HEALTH & ILLNESS 2023; 45:522-541. [PMID: 36541421 PMCID: PMC10947319 DOI: 10.1111/1467-9566.13598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 12/07/2022] [Indexed: 06/17/2023]
Abstract
The biopsychosocial model is currently considered by most researchers and clinicians to be the best approach to low back pain (LBP) care. The model was popularised in LBP care in response to some clear deficiencies in earlier biomedical approaches and is now widely recommended in clinical guidelines and policy statements. Yet the biopsychosocial approach has also been critiqued for its narrow conceptualisation and application. In this article, we explore how attending to the multidimensionality of LBP in practice goes beyond a biopsychosocial approach. We engaged with 90 ethnographic observations of clinical practices, 22 collaborative dialogues with clinicians, and eight consultatory meetings with people with experience of LBP to consider the sociomaterialities of clinical practices in two settings: a private physiotherapy practice and a public multidisciplinary pain clinic. Drawing on the work of Annemarie Mol and Rosi Braidotti, our analyses suggest that sociomaterial practices, involving human and non-human actors, produced multiple objects of clinical attention and ethical concerns about how to attend to this multiplicity well. We argue that the multiplicity of LBP is attended well by reimagining: (1) clinical settings as 'becoming more-than-sterile environments' where objects, furniture and elements such as tears and laughter help to provide a relational, welcoming and comfortable space to all bodies with LBP; (2) differences through 'becoming minoritarian' where considering power relations allows actions towards connectiveness and belonging; and (3) disciplinary boundaries through 'becoming interdisciplinary within' where actions expand traditional scopes of practice. The flux of these multiple becomings moves clinical practice and conceptualisations beyond the biopsychosocial approach to consider a new ethico-onto-epistemological approach to LBP care. They invite clinical practices that engage with an ethical multiplicity of LBP care, providing a better understanding of how places, objects, emotions, power, bodies and professions are interconnected and come together in everyday practice.
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Affiliation(s)
- Karime Mescouto
- School of Health and Rehabilitation SciencesThe University of QueenslandBrisbaneQueenslandAustralia
| | | | - Jenny Setchell
- School of Health and Rehabilitation SciencesThe University of QueenslandBrisbaneQueenslandAustralia
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