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Oliosi E, Júlio AC, Silva L, Probst P, Vilas-Boas JP, Pinheiro AR, Gamboa H. Correlation Between Pain Intensity and Trunk Sway in Seated Posture Among Office Workers with Chronic Spinal Pain: A Pilot Field-Based Study. SENSORS (BASEL, SWITZERLAND) 2025; 25:1583. [PMID: 40096484 PMCID: PMC11902825 DOI: 10.3390/s25051583] [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: 01/10/2025] [Revised: 02/22/2025] [Accepted: 03/03/2025] [Indexed: 03/19/2025]
Abstract
This pilot study examines the relationship between pain intensity and trunk sitting postural control in 10 office workers with chronic spinal pain, using field-based real-time inertial sensors. Pain intensity was assessed with the Numeric Pain Rating Scale (NPRS) before and after work across three non-consecutive workdays, while postural control was evaluated through estimated center of pressure (COP) displacements. Linear and nonlinear metrics, including sway range, velocity, the Hurst exponent, and sample entropy, were derived from the estimated COP time series. Pearson correlation coefficients (r) and corresponding p-values were used to analyze the relationship between pain intensity and postural control. Significant correlations, though limited to specific metrics, were found (r = -0.860 to 0.855; p < 0.05), suggesting that higher pain intensity may be correlated with reduced postural variability. These findings provide preliminary insights into the potential link between pain intensity and postural control. Understanding trunk posture dynamics could inform the development of targeted ergonomic interventions to reduce musculoskeletal stress and improve sitting comfort in office environments.
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Affiliation(s)
- Eduarda Oliosi
- Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics (LIBPhys), NOVA School of Science & Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.C.J.); (L.S.); (P.P.); (H.G.)
- Research Centre in Physical Activity, Health, and Leisure (CIAFEL), Faculty of Sports, University of Porto, 4099-002 Porto, Portugal
| | - Afonso Caetano Júlio
- Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics (LIBPhys), NOVA School of Science & Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.C.J.); (L.S.); (P.P.); (H.G.)
| | - Luís Silva
- Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics (LIBPhys), NOVA School of Science & Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.C.J.); (L.S.); (P.P.); (H.G.)
| | - Phillip Probst
- Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics (LIBPhys), NOVA School of Science & Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.C.J.); (L.S.); (P.P.); (H.G.)
| | - João Paulo Vilas-Boas
- Centre for Research, Education, Innovation, and Intervention in Sport (CIFI2D) and Porto Biomechanics Laboratory (LABIOMEP), Faculty of Sports, University of Porto, 4200-450 Porto, Portugal;
| | - Ana Rita Pinheiro
- Institute of Biomedicine (iBiMED), School of Health Sciences, University of Aveiro, 3810-193 Aveiro, Portugal;
| | - Hugo Gamboa
- Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics (LIBPhys), NOVA School of Science & Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.C.J.); (L.S.); (P.P.); (H.G.)
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Newton-John TRO, Cave S, Bean DJ. Mental and Physical Well-Being of Partners of People Living with Chronic Pain: A Narrative Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:205. [PMID: 40003431 PMCID: PMC11855541 DOI: 10.3390/ijerph22020205] [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: 11/27/2024] [Revised: 01/15/2025] [Accepted: 01/22/2025] [Indexed: 02/27/2025]
Abstract
This narrative review aims to explore the mental and physical well-being of partners of individuals living with chronic pain. Chronic pain not only affects those who suffer from it, but also significantly impacts the lives of their partners; however, the impacts on partners are not well recognised, despite extensive evidence indicating that their quality of life can be equally affected. This review synthesises current literature to identify the psychological and physical challenges faced by these partners, including increased stress, anxiety, depression, and the potential for developing chronic health conditions themselves. A search of Medline for "chronic pain" and "partner/spouse" from January 1990 to the present was performed, and relevant articles were selected for review. The main findings were that while partners often experience a range of negative physical and psychosocial impacts on their quality of life, dyadic coping strategies can mitigate these effects. This review underscores the importance of future research to develop targeted interventions that address the unique needs of this population, promoting better health outcomes and fostering resilience in the face of chronic pain.
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Affiliation(s)
| | - Shari Cave
- Department of Anaesthesiology and Perioperative Medicine, Health New Zealand Waitematā, Auckland 0620, New Zealand;
| | - Debbie J. Bean
- Centre for Person Centred Research, School of Clinical Sciences, Auckland University of Technology, Auckland 0620, New Zealand;
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Weir J, Fary R, Mitchell T, Johnston V, Wyatt M, Guthrie R, Myers B, Beales D. Well-being After Finalization of a Workers' Compensation Claim: A Cross-Sectional Survey. J Occup Environ Med 2025; 67:e61-e71. [PMID: 39746481 DOI: 10.1097/jom.0000000000003264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
OBJECTIVE Injured workers can be disadvantaged after a workers' compensation claims ends. This study investigated the association of a range of variables with well-being in injured workers who had finalized a workers' compensation claim >3 months prior. METHODS On-line, cross-sectional survey (n = 129, 55.81% female). Well-being was measured using the Psychological Wellbeing 18-item (PWB) and the Personal Wellbeing Score (PWS). RESULTS Multivariable quantile regression analysis controlling for education level demonstrated associations between the PWB and levels of psychological distress (-1.53; 95% CI, -2.11 to -0.94; P < 0.001) and resilience (6.51; 95% CI, 2.65 to 10.37; P = 0.001), and between the PWS and levels of psychological distress (-0.04; 95% CI, -0.51 to -0.29; P < 0.001) and resilience (1.2; 95% CI 0.47 to 1.93), P = 0.001. CONCLUSIONS Contemporaneous variables of resilience and psychological distress were stronger correlates with well-being than historic claim-related variables.
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Affiliation(s)
- James Weir
- Curtin School of Allied Health, Faculty of Health Sciences, Curtin University, Perth, Western Australia, Australia
| | | | - Tim Mitchell
- Pain Options, 7 Hardy Street, South Perth, Western Australia, Australia
| | - Venerina Johnston
- Centre for Health Research, University of Southern Queensland, Australia
| | | | - Robert Guthrie
- John Curtin Institute of Public Policy, Curtin University, Perth, Western Australia, Australia
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Kapos FP, Craig KD, Anderson SR, Bernardes SF, Hirsh AT, Karos K, Keogh E, Reynolds Losin EA, McParland JL, Moore DJ, Ashton-James CE. Social Determinants and Consequences of Pain: Toward Multilevel, Intersectional, and Life Course Perspectives. THE JOURNAL OF PAIN 2024; 25:104608. [PMID: 38897311 PMCID: PMC11402600 DOI: 10.1016/j.jpain.2024.104608] [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: 01/18/2024] [Revised: 06/07/2024] [Accepted: 06/10/2024] [Indexed: 06/21/2024]
Abstract
Despite wide endorsement of a biopsychosocial framework for pain, social aspects of pain remain rarely addressed in the context of pain prevention and management. In this review, we aim to 1) examine the broad scope of social determinants and consequences of pain and their interactions across multiple levels of organization, and 2) provide a framework synthesizing existing concepts and potential areas for future work on social aspects of pain, drawing upon socioecological, intersectional, and life course approaches. Integrating interdisciplinary theory and evidence, we outline pathways through which multilevel social factors and pain may affect each other over time. We also provide a brief summary of intrapersonal aspects of pain, which are thought to operate at the interface between individuals and the social context. Progressing from micro- to macrolevel factors, we illustrate how social determinants of pain can directly or indirectly contribute to pain experiences, expression, risk, prognosis, and impact across populations. We consider 1) at the interpersonal level, the roles of social comparison, social relatedness, social support, social exclusion, empathy, and interpersonal conflict; 2) at the group or community level, the roles of intimacy groups, task groups, social categories, and loose associations; and 3) at the societal level, the roles of political, economic, and cultural systems, as well as their policies and practices. We present examples of multilevel consequences of pain across these levels and discuss opportunities to reduce the burden and inequities of pain by expanding multilevel social approaches in pain research and practice. PERSPECTIVE: Despite wide endorsement of a biopsychosocial framework for pain, social aspects of pain are often unclearly defined, hindering their use in pain prevention, management, and research. We summarize the scope of social aspects of pain and provide a framework synthesizing existing concepts and potential areas for future work.
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Affiliation(s)
- Flavia P Kapos
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington; Department of Orthopaedic Surgery & Duke Clinical Research Institute, Duke University Schoool of Medicine, Durham, North Carolina.
| | - Kenneth D Craig
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Steven R Anderson
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Sónia F Bernardes
- Centre for Social Research and Intervention, Iscte-Lisbon University Institute, Lisbon, Portugal
| | - Adam T Hirsh
- Department of Psychology, Indiana University Indianapolis, Indianapolis, Indiana
| | - Kai Karos
- Experimental Health Psychology, Department of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Edmund Keogh
- Department of Psychology & Centre for Pain Research, University of Bath, Bath, United Kingdom
| | | | - Joanna L McParland
- Department of Psychology, Glasgow Caledonian University, Glasgow, United Kingdom
| | - David J Moore
- School of Psychology, Liverpool John Moores University, Liverpool, United Kingdom
| | - Claire E Ashton-James
- Pain Management Research Institute, Kolling Institute, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Duhn PH, Christensen R, Locht H, Henriksen M, Ginnerup-Nielsen E, Bliddal H, Wæhrens EE, Thielen K, Amris K. Phenotypic characteristics of patients with chronic widespread pain and fibromyalgia: a cross-sectional cluster analysis. Scand J Rheumatol 2024; 53:325-334. [PMID: 38275145 DOI: 10.1080/03009742.2023.2297514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 12/18/2023] [Indexed: 01/27/2024]
Abstract
OBJECTIVE This study aimed to explore whether phenotypic characteristics of patients with chronic widespread pain (CWP) and fibromyalgia (FM) can be aggregated into definable clusters that may help to tailor treatments. METHOD Baseline variables (sex, age, education, marital/employment status, pain duration, prior CWP/FM diagnosis, concomitant rheumatic disease, analgesics, tender point count, and disease variables derived from standardized questionnaires) collected from 1099 patients (93.4% females, mean age 44.6 years) with a confirmed CWP or FM diagnosis were evaluated by hierarchical cluster analysis. The number of clusters was based on coefficients in the agglomeration schedule, supported by dendrograms and silhouette plots. Simple and multiple regression analyses using all variables as independent predictors were used to assess the likelihood of cluster assignment, reported as odds ratios (ORs) with 95% confidence intervals (CIs). RESULTS Only one cluster emerged (Cluster 1: 455 patients). Participants in this cluster were characterized as working (OR 66.67, 95% CI 7.14 to 500.00), with a medium-term/higher education (OR 16.80, 95% CI 1.94 to 145.41), married/cohabiting (OR 14.29, 95% CI 1.26 to 166.67), and using mild analgesics (OR 25.64, 95% CI 0.58 to > 999.99). The odds of being an individual in Cluster 1 were lower when having a worse score on the PDQ (score ≥ 18) (OR < 0.001, 95% CI < 0.001 to 0.02). CONCLUSION We identified one cluster, where participants were characterized by a potentially favourable clinical profile. More studies are needed to evaluate whether these characteristics could be used to guide the management of patients with CWP and FM.
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Affiliation(s)
- P H Duhn
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Rheumatology, Copenhagen University Hospital, Bispebjerg-Frederiksberg Hospital, Frederiksberg, Denmark
| | - R Christensen
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Research Unit of Rheumatology, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| | - H Locht
- Department of Rheumatology, Copenhagen University Hospital, Bispebjerg-Frederiksberg Hospital, Frederiksberg, Denmark
| | - M Henriksen
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - E Ginnerup-Nielsen
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - H Bliddal
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - E E Wæhrens
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Occupational Science, User Perspectives and Community-Based Research, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - K Thielen
- Department of Social Medicine, Institute of Public Health Science, Copenhagen University, Copenhagen, Denmark
| | - K Amris
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Rheumatology, Copenhagen University Hospital, Bispebjerg-Frederiksberg Hospital, Frederiksberg, Denmark
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Cloeren M, Chen B, Caretto D. Best Practices in Documenting and Coding High-Value Care in Workers' Compensation Encounters-ACOEM Guidance Statement. J Occup Environ Med 2024; 66:e312-e320. [PMID: 38729177 DOI: 10.1097/jom.0000000000003133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2024]
Abstract
ABSTRACT Workers' compensation outpatient care requires attention to causation, functional assessment, work disability prevention, and return-to-work planning, elements not usually addressed in other types of outpatient encounters. Because these elements of care deviate from the usual pattern of ambulatory services, providers of workers' compensation care have faced challenges in billing and auditing practices resulting in underpayment when providing high-value care based on evidence-based guidelines. Recent changes in Centers for Medicare & Medicaid Services rules on documentation requirements for coding outpatient evaluation and management encounters offer an opportunity for occupational health clinicians to be paid appropriately for care that follows occupational medicine practice guidelines. There remains a need to define the elements of documentation that should be expected in delivering high-value workers' compensation care. This article provides guidance for documenting high-value workers' compensation care.
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Affiliation(s)
- Marianne Cloeren
- From the American College of Occupational and Environmental Medicine, Elk Grove Village, Illinois
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7
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Webb EJD, Conaghan PG, Henderson M, Hulme C, Kingsbury SR, Munyombwe T, West R, Martin A. Long-term health conditions and UK labour market outcomes during the COVID-19 pandemic. PLoS One 2024; 19:e0302746. [PMID: 38728340 PMCID: PMC11086911 DOI: 10.1371/journal.pone.0302746] [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: 12/04/2023] [Accepted: 04/11/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Long-term health conditions can affect labour market outcomes. COVID-19 may have increased labour market inequalities, e.g. due to restricted opportunities for clinically vulnerable people. Evaluating COVID-19's impact could help target support. AIM To quantify the effect of several long-term conditions on UK labour market outcomes during the COVID-19 pandemic and compare them to pre-pandemic outcomes. METHODS The Understanding Society COVID-19 survey collected responses from around 20,000 UK residents in nine waves from April 2020-September 2021. Participants employed in January/February 2020 with a variety of long-term conditions were matched with people without the condition but with similar baseline characteristics. Models estimated probability of employment, hours worked and earnings. We compared these results with results from a two-year pre-pandemic period. We also modelled probability of furlough and home-working frequency during COVID-19. RESULTS Most conditions (asthma, arthritis, emotional/nervous/psychiatric problems, vascular/pulmonary/liver conditions, epilepsy) were associated with reduced employment probability and/or hours worked during COVID-19, but not pre-pandemic. Furlough was more likely for people with pulmonary conditions. People with arthritis and cancer were slower to return to in-person working. Few effects were seen for earnings. CONCLUSION COVID-19 had a disproportionate impact on people with long-term conditions' labour market outcomes.
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Affiliation(s)
- Edward J. D. Webb
- Leeds Institute of Health Sciences, Academic Unit of Health Economics, University of Leeds, Leeds, United Kingdom
| | - Philip G. Conaghan
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
- National Institute for Health Research (NIHR) Leeds Biomedical Research Centre, Leeds, United Kingdom
| | - Max Henderson
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Claire Hulme
- Department of Health & Community Sciences, University of Exeter Medical School, University of Exeter, Exeter, United Kingdom
| | - Sarah R. Kingsbury
- National Institute for Health Research (NIHR) Leeds Biomedical Research Centre, Leeds, United Kingdom
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Theresa Munyombwe
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Robert West
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Adam Martin
- Leeds Institute of Health Sciences, Academic Unit of Health Economics, University of Leeds, Leeds, United Kingdom
- Faculty of Health and Social Sciences, Leeds Beckett University, Leeds, United Kingdom
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Khalatbari-Soltani S, Si Y, Dominguez M, Scott T, Blyth FM. Worldwide cohort studies to support healthy ageing research: data availabilities and gaps. Ageing Res Rev 2024; 96:102277. [PMID: 38499160 DOI: 10.1016/j.arr.2024.102277] [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: 01/10/2024] [Revised: 03/14/2024] [Accepted: 03/15/2024] [Indexed: 03/20/2024]
Abstract
BACKGROUND Population ageing is a transforming demographic force. To support evidence-based efforts for promoting healthy ageing, a summary of data availabilities and gaps to study ageing is needed. METHOD Through a multifaceted search strategy, we identified relevant cohort studies worldwide to studying ageing and provided a summary of available pertinent measurements. Following the World Health Organization's definition of healthy ageing, we extracted information on intrinsic capacity domains and sociodemographic, social, and environmental factors. RESULTS We identified 287 cohort studies. South America, the Middle East, and Africa had a limited number of cohort studies to study ageing compared to Europe, Oceania, Asia, and North America. Data availabilities of different measures varied substantially by location and study aim. Using the information collected, we developed a web-based Healthy Ageing Toolkit to facilitate healthy ageing research. CONCLUSIONS The comprehensive summary of data availability enables timely evidence to contribute to the United Nations Decades of Healthy Ageing goals of promoting healthy ageing for all. Highlighted gaps guide strategies for increased data collection in regions with limited cohort studies. Comprehensive data, encompassing intrinsic capacity and various sociodemographic, social, and environmental factors, is crucial for advancing our understanding of healthy ageing and its underlying pathways.
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Affiliation(s)
- Saman Khalatbari-Soltani
- School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; ARC Centre of Excellence in Population Ageing Research (CEPAR), University of Sydney, Sydney, NSW, Australia.
| | - Yafei Si
- ARC Centre of Excellence in Population Ageing Research (CEPAR), UNSW Business School, University of New South Wales, Sydney, NSW, Australia
| | - Marielle Dominguez
- ARC Centre of Excellence in Population Ageing Research (CEPAR), UNSW Business School, University of New South Wales, Sydney, NSW, Australia
| | - Tabitha Scott
- ARC Centre of Excellence in Population Ageing Research (CEPAR), UNSW Business School, University of New South Wales, Sydney, NSW, Australia; School of Demography, Australian National University, Canberra, Australia
| | - Fiona M Blyth
- School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; ARC Centre of Excellence in Population Ageing Research (CEPAR), University of Sydney, Sydney, NSW, Australia
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Kegel JL, Kazman JB, Clifton DR, Emanuele P, Nelson DA, Deuster PA. The combined effects of coping and pain interference on army readiness. FRONTIERS IN PAIN RESEARCH 2023; 4:1175574. [PMID: 37654909 PMCID: PMC10465792 DOI: 10.3389/fpain.2023.1175574] [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: 03/07/2023] [Accepted: 08/01/2023] [Indexed: 09/02/2023] Open
Abstract
Introduction Chronic pain and associated interference with daily activities are common in the military and impact Force readiness. Chronic pain affects one-third of service members and is a leading cause of medical non-readiness (MNR) in the military. Research suggests that underlying psychological mechanisms related to trait coping styles and pain interference (PI) affect functional outcomes, but little research exists examining this relationship within an Army population. The purpose of this study was to examine the combined effects of PI and coping on U.S. Army soldier readiness by using annual well-being data from the Global Assessment Tool (GAT) and medical non-readiness (MNR) based on duty restriction records. Methods The sample comprised 866,379 soldiers who completed the GAT between 2014 and 2017 with no duty restrictions at the time of baseline GAT completion; subjects were observed through 2018 for duty restrictions. Parametric survival regression models with a Weibull distribution predicted demographic-adjusted hazards of MNR by dichotomized PI (no PI/PI) and beneficial/non-beneficial use of GAT coping components (good coping, bad coping, catastrophizing-flexibility, and catastrophizing-hopelessness). Incident MNR was evaluated for all duty restrictions, and stratified by selected body systems (upper extremity, lower extremity, psychiatric). Results Among soldiers with PI, hazards were higher in those reporting non-beneficial coping styles (bad coping, hopelessness) and lower in those reporting beneficial coping styles (good coping, flexibility). Across all coping styles, PI/coping interactions were particularly strong for catastrophizing-hopelessness and when examining MNR from psychiatric conditions. Discussion These findings suggest some synergistic associations between pain and coping that may impact pain-related occupational disability. Coping skills may be an effective interventional target for chronic pain reduction/prevention within military programs, such as the Master Resilience Training Course offered to soldiers in the Army. Further research should assess whether early coping style interventions can reduce pain-related outcomes.
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Affiliation(s)
- Jessica L. Kegel
- Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Josh B. Kazman
- Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Daniel R. Clifton
- Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Peter Emanuele
- Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - D. Alan Nelson
- Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Patricia A. Deuster
- Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD, United States
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Rajah N, Webb EJD, Hulme C, Kingsbury SR, West R, Martin A. How does arthritis affect employment? Longitudinal evidence on 18,000 British adults with arthritis compared to matched controls. Soc Sci Med 2023; 321:115606. [PMID: 36732169 DOI: 10.1016/j.socscimed.2022.115606] [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: 05/17/2022] [Revised: 12/03/2022] [Accepted: 12/08/2022] [Indexed: 02/03/2023]
Abstract
INTRODUCTION One in ten working age people in the UK live with arthritis or a similar condition affecting their joints. This impacts their quality of life, including through their work. But little is known about how arthritis affects labour market outcomes and the types of people most likely to be affected. METHODS Data from three population-representative household panel surveys (BHPS, ELSA, UKHLS) collected in 2001-2019 was harmonised. Propensity score matching was used to match 18,014 UK adults aged 18-80 who have arthritis with comparable adults without arthritis. The relationship between arthritis and employment, and earnings and work hours conditional on employment, were assessed using multilevel regression modelling. Heterogeneity in these relationships were assessed by age, gender, degree-level education status, NS-SEC job classification and employer type. RESULTS On average, arthritis was associated with a 3 percentage point reduction in the probability of employment. The effect size varied over people's life course and was larger amongst females, people without a degree, and those in routine or intermediate occupations (when compared to those in professional occupations) or working for small private companies (when compared to large private companies and non-private employers). Our models predict, for instance, that arthritis is associated with an 11 percentage point reduction in the probability of employment among 50-year-old women without a degree. This contrasts with a 5 percentage point reduction among 50-year-old men without a degree. If employed, men with a degree earned less if they had arthritis, whereas others (including women with a degree and men without a degree) had similar earnings regardless of their arthritis status. Those in professional occupations with arthritis also earnt less, especially if they were women aged over 40, with indications that this was driven by reduced work hours. CONCLUSION Policy interventions to support people with arthritis who wish to remain in work might be designed with people in routine work in mind, and targeted at those working in smaller private firms. More research on the cost-effectiveness of those interventions is needed.
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Affiliation(s)
- Nasir Rajah
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, Faculty of Medicine and Health, University of Leeds, UK; Centre for Longitudinal Studies, University College London, UK
| | - Edward J D Webb
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, Faculty of Medicine and Health, University of Leeds, UK
| | - Claire Hulme
- Health Economics Group, Institute of Health Research, University of Exeter Medical School, UK
| | - Sarah R Kingsbury
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, Faculty of Medicine and Health, University of Leeds, UK
| | - Robert West
- Leeds Institute of Health Sciences, Faculty of Medicine and Health, University of Leeds, UK
| | - Adam Martin
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, Faculty of Medicine and Health, University of Leeds, UK.
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11
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The biopsychosocial model of pain 40 years on: time for a reappraisal? Pain 2022; 163:S3-S14. [DOI: 10.1097/j.pain.0000000000002654] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 04/12/2022] [Indexed: 02/05/2023]
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12
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Socioeconomic position and pain: a topical review. Pain 2022; 163:1855-1861. [PMID: 35297800 DOI: 10.1097/j.pain.0000000000002634] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 02/02/2022] [Indexed: 11/26/2022]
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