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Dunn M, Rushton AB, Mistry J, Soundy A, Heneghan NR. The biopsychosocial factors associated with development of chronic musculoskeletal pain. An umbrella review and meta-analysis of observational systematic reviews. PLoS One 2024; 19:e0294830. [PMID: 38557647 PMCID: PMC10984407 DOI: 10.1371/journal.pone.0294830] [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: 11/07/2023] [Accepted: 03/18/2024] [Indexed: 04/04/2024] Open
Abstract
AIM The aim of this umbrella review was to establish which biopsychosocial factors are associated with development of chronic musculoskeletal pain. METHODS Ovid Medline, Embase, Web of Science Core Collection, Cochrane Database of Systematic Reviews, Database of Abstracts of Reviews of Effects, PsycINFO, CINAHL, PEDro, PROSPERO, Google Scholar and grey literature were searched from database inception to 4th April 2023. Systematic reviews of observational prospective longitudinal studies, including populations with <3 months (not chronic) musculoskeletal pain, investigating biopsychosocial factors that contribute to development of chronic (>3 months) musculoskeletal pain. Two reviewers searched the literature, assessed risk of bias (Assessing the Methodological Quality of Systematic Reviews-2), and evaluated quality (Grading of Recommendations, Assessment, Development and Evaluation) to provide an overall statement on the certainty of evidence for each biopsychosocial factor. Data analysis was performed through random effects meta-analysis (including meta-analysis of meta-analyses where possible) and descriptive synthesis. RESULTS 13 systematic reviews were included comprising 185 original research studies (n = 489,644 participants). Thirty-four biopsychosocial factors are associated with development of chronic musculoskeletal pain. Meta-analyses of odds and/or likelihood ratios were possible for 25 biopsychosocial factors. There is moderate certainty evidence that smoking (OR 1.24 [95%CI, 1.14-1.34), fear avoidance (LR+ 2.11 [95%CI, 1.59-2.8]; LR- 0.5 [95%CI, 0.35-0.71]) poorer support networks (OR 1.21 [95%CI, 1.14-1.29]), lower socioeconomic status (OR 2.0 [95%CI, 1.64-2.42]), and high levels of pain (OR 5.61 [95%CI, 3.74-8.43]) are associated with development of chronic musculoskeletal pain (all P<0.001). Remaining factors are of low or very low certainty evidence. CONCLUSIONS AND RELEVANCE There is moderate certainty evidence that smoking, fear avoidance, poorer support networks, lower socioeconomic status, and high levels of pain are associated with development of chronic musculoskeletal pain. High risk of bias was evident in most included reviews; this highlights the need for higher quality systematic reviews.
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Affiliation(s)
- Michael Dunn
- Centre of Precision Rehabilitation for Spinal Pain, School of Sport and Exercise Science, University of Birmingham, Birmingham, West Midlands, United Kingdom
- Musculoskeletal Physiotherapy, St. George's University Hospitals NHS Foundation Trust, London, United Kingdom
- Institute of Medical and Biomedical Education, Centre for Allied Health, St. George's University of London, London, United Kingdom
| | - Alison B Rushton
- Centre of Precision Rehabilitation for Spinal Pain, School of Sport and Exercise Science, University of Birmingham, Birmingham, West Midlands, United Kingdom
- School of Physical Therapy, Western University, London, Ontario, Canada
| | - Jai Mistry
- Musculoskeletal Physiotherapy, St. George's University Hospitals NHS Foundation Trust, London, United Kingdom
- School of Physical Therapy, Western University, London, Ontario, Canada
| | - Andrew Soundy
- Centre of Precision Rehabilitation for Spinal Pain, School of Sport and Exercise Science, University of Birmingham, Birmingham, West Midlands, United Kingdom
| | - Nicola R Heneghan
- Centre of Precision Rehabilitation for Spinal Pain, School of Sport and Exercise Science, University of Birmingham, Birmingham, West Midlands, United Kingdom
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Khoshakhlagh AH, Al Sulaie S, Mirzahosseininejad M, Yazdanirad S, Orr RM, Laal F, Bamel U. Occupational stress and musculoskeletal disorders in firefighters: the mediating effect of depression and job burnout. Sci Rep 2024; 14:4649. [PMID: 38409336 PMCID: PMC10897186 DOI: 10.1038/s41598-024-55468-w] [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: 04/26/2023] [Accepted: 02/23/2024] [Indexed: 02/28/2024] Open
Abstract
The firefighting profession carries a heightened risk of musculoskeletal disorders. A firefighter's job is physically demanding and includes activities such as running, climbing, dragging, and lifting. Often, these tasks are unpredictable, performed in harsh environments, and have been found to cause psychological stress. The purpose of this study was to investigate the effects of occupational stress on work-related musculoskeletal disorders (WRMSD) in firefighters. In addition, the mediating effects of depression and job burnout on proposed relationships were examined. Data informing this study were collected using a survey questionnaire. The survey questionnaire included the Beck Depression Inventory, the Center for Epidemiological Studies Depression Scale (CES-D), the Maslach Burnout Inventory, the Post Traumatic Stress Disorder Inventory (PCL), and the Nordic Musculoskeletal Questionnaire. Collected data were analyzed using structural equation modeling approach in AMOS. The results of the 2339 responding firefighters suggest that work related stress is positively related to WRMSDs in firefighters and can lead to musculoskeletal symptoms through four paths, being emotional exhaustion, personal accomplishment, CES-D total score, and depersonalization. Through depersonalization, job stress had the most significant impact on musculoskeletal symptoms (coefficient = 0.053). Furthermore, the results showed that post-traumatic stress disorders (PTSD) can affect musculoskeletal symptoms through ten paths, again through depersonalization, PTSD had the most significant impact on musculoskeletal symptoms (coefficient = 0.141). The results of this study suggest that organizations should design interventions and policies to prevent and manage occupational stress, depression, and job burnout to negate its undesired consequences on firefighters' health (i.e. WRMSD).
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Affiliation(s)
- Amir Hossein Khoshakhlagh
- Department of Occupational Health, School of Health, Kashan University of Medical Sciences, Kashan, Iran
| | - Saleh Al Sulaie
- Department of Mechanical and Industrial Engineering, College of Engineering and Computers in Al-Qunfudah, Umm Al-Qura University, 21955, Makkah, Saudi Arabia
| | - Marziyeh Mirzahosseininejad
- Fire Safety Section of Department of Health, Safety and Environment of Sarcheshmeh Copper Complex, National Iranian Copper Industries Co, Rafsanjan, Kerman, Iran
| | - Saeid Yazdanirad
- Social Determinants of Health Research Center, Shahrekord University of Medical Sciences, Shahrekord, Iran
| | - Robin Marc Orr
- Tactical Research Unit, Bond University, Gold Coast, Australia
| | - Fereydoon Laal
- Department of Occupational Health Engineering, Social Determinants of Health Research Center, Birjand University of Medical Sciences, Birjand, Iran.
| | - Umesh Bamel
- OB & HRM Group, International Management Institute New Delhi, New Delhi, India
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Chen J, Mark S, Mackin L, Paul SM, Cooper BA, Hammer MJ, Conley YP, Levine JD, Miaskowski C. Increased Stress Is Associated With Severe Pain and Decrements in Cognitive Function in Patients Receiving Chemotherapy. Semin Oncol Nurs 2024; 40:151577. [PMID: 38245388 DOI: 10.1016/j.soncn.2023.151577] [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: 05/30/2023] [Revised: 11/18/2023] [Accepted: 12/20/2023] [Indexed: 01/22/2024]
Abstract
OBJECTIVES Purposes were to identify subgroups of adult oncology patients (n = 1342) with distinct joint profiles of worst pain and cognitive function (CF) and evaluate for differences in demographic and clinical characteristics, as well as the severity of three distinct types of stress, resilience, and coping. DATA SOURCES Measures of pain and CF were evaluated six times over two cycles of chemotherapy. The other measures of demographic and clinical characteristics, stress, resilience, and coping were completed at enrollment (ie, prior to the second or third cycle of chemotherapy). RESULTS Using latent profile analysis, four distinct profiles were identified (ie, no pain + moderate CF [27.6%], moderate pain + high CF [22.4%] moderate pain and moderate CF [32.4%, both moderate], severe pain and low CF [17.5%, both severe]). Both moderate and both severe classes reported higher global, cancer-specific, and cumulative life stress, lower levels of resilience, and greater use of disengagement coping strategies. The Both severe class had higher occurrence rates for a number of adverse childhood experiences (ie, family violence in childhood, physical abuse at <16 years, forced sex at <16 years). Risk factors associated with membership in the two worst profiles included: being female, having a lower annual income, having a higher comorbidity burden, and having a poorer functional status. CONCLUSION Findings suggest that 72.4% of the patients reported pain scores in the moderate to severe range and 77.6% reported low to moderate levels of CF. Clinicians need to assess for both symptoms and various types of stress on a routine basis.
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Affiliation(s)
- Jacqueline Chen
- School of Nursing, University of California, San Francisco, CA
| | - Sueann Mark
- School of Nursing, University of California, San Francisco, CA
| | - Lynda Mackin
- School of Nursing, University of California, San Francisco, CA
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA
| | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA
| | | | | | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA; School of Medicine, University of California, San Francisco, CA.
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Mishkin AD, Prince EJ, Leimbach EJ, Mapara MY, Carroll CP. Psychiatric comorbidities in adults with sickle cell disease: A narrative review. Br J Haematol 2023; 203:747-759. [PMID: 37455514 DOI: 10.1111/bjh.18981] [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] [Received: 04/26/2023] [Revised: 06/21/2023] [Accepted: 07/05/2023] [Indexed: 07/18/2023]
Abstract
Although descriptions of quality of life and patient reports of mood in sickle cell disease (SCD) have become more common in the literature, less is known about psychiatric illness prevalence, presentation, and treatment, particularly for adults. We provide a narrative review of what is known about common and debilitating psychiatric conditions such as depression, anxiety, and cognitive impairment, specifically for adults with SCD. We discuss the limitations of the current evidence, make provisional recommendations, and identify opportunities for research and improved care.
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Affiliation(s)
- Adrienne D Mishkin
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, USA
- Blood and Marrow Transplantation Program, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Elizabeth J Prince
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Elizabeth J Leimbach
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, USA
| | - Markus Y Mapara
- Blood and Marrow Transplantation Program, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - C Patrick Carroll
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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