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Kurt-Aydin M, Coksever A, Temam D, Eris N, Keskin M, Kaya DO. Determinants of sleep quality in individuals with musculoskeletal pain and its effects on fatigue, attention, cognition, and physical performance. Musculoskelet Sci Pract 2025; 76:103273. [PMID: 39904174 DOI: 10.1016/j.msksp.2025.103273] [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: 09/30/2024] [Revised: 01/15/2025] [Accepted: 01/29/2025] [Indexed: 02/06/2025]
Abstract
PURPOSE Sleep is a necessity to maintain many vital functions. Sleep disorders can result in negative consequences such as fatigue, drowsiness, and decreased neurocognitive performance. This study aimed to explore sleep quality determinants in individuals with musculoskeletal pain and assess its impact on fatigue, physical performance, attention, and cognition. METHODS The study involved 65 patients aged 40-65 years. Sleep quality, pain severity, physical activity levels, anxiety and depression levels, rumination, fatigue levels, attention levels, cognitive levels and physical performance were evaluated with reliable scales. RESULTS Pain intensity during activity (r:0.270, p < 0.05), anxiety (r:0.521, p < 0.05), depression (r:0.484, p < 0.005), rumination (r:0.365, p < 0.05), fatigue (r:0.380, p < 0.05), attention (r:0.253, p < 0.05), and cognition (r: 0.279, p < 0.05) were found to be the factors associated with sleep quality. Anxiety and depression were identified as determinants of sleep quality (p < 0.05). It was also seen that the group with poor sleep quality had higher fatigue scores (p < 0.05). CONCLUSIONS Among those experiencing musculoskeletal pain, the quality of sleep is associated not only with pain intensity but also with anxiety, depression, rumination, fatigue, and attention. Anxiety and depression were found to be the main determinants of sleep quality, overshadowing the impact of pain intensity. A decline in sleep quality resulted in elevated fatigue scores. Recognizing the intricate web of connections between mental health and sleep underscores the importance of a holistic approach in managing musculoskeletal pain conditions.
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Affiliation(s)
- Merve Kurt-Aydin
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Türkiye; Physiotherapy and Rehabilitation Application and Research Center, Izmir Katip Celebi University, Izmir, Türkiye.
| | - Aslı Coksever
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Türkiye
| | - Dilan Temam
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Türkiye
| | - Nermin Eris
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Türkiye
| | - Merve Keskin
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Türkiye; Physiotherapy and Rehabilitation Application and Research Center, Izmir Katip Celebi University, Izmir, Türkiye
| | - Derya Ozer Kaya
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Türkiye; Physiotherapy and Rehabilitation Application and Research Center, Izmir Katip Celebi University, Izmir, Türkiye
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Chen YH, Lin JJ, Tang HM, Yang CW, Jong GP, Yang YS. Impact of Impaired Fasting Glucose on Musculoskeletal Pain Among Female-Dominated Healthcare Workers. J Pers Med 2025; 15:122. [PMID: 40278301 PMCID: PMC12028811 DOI: 10.3390/jpm15040122] [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: 02/14/2025] [Revised: 03/18/2025] [Accepted: 03/21/2025] [Indexed: 04/26/2025] Open
Abstract
Introduction: In 2021, 10.5% of people aged 20-79 had diabetes, projected to rise to 12.2% by 2045, causing early deaths and straining healthcare systems. Musculoskeletal (MS) pain is common, affecting many workers and the general population. Prediabetes, notably impaired fasting glucose (IFG), is linked to increased MS pain risk. Objective: This study aims to assess IFG's impact on MS pain and specific pain sites to aid prevention strategies. Methods: This cross-sectional study used the '2023 Employee Occupational Safety and Health Management Database' from a Taichung hospital. It included health checks, demographics, living and work data, and MS pain surveys. Out of 2369 staff members contacted, 1039 valid responses were analyzed, excluding incomplete data, diabetes history, or fasting blood glucose levels above 125 mg/dL. Data on sex, age, marital status, coffee and alcohol consumption, sleep duration, exercise habits, height, weight, chronic diseases, profession, work hours, shift work, and education level were collected. Fasting blood glucose was verified using American Diabetes Association criteria (100-125 mg/dL). The Nordic Musculoskeletal Questionnaire (NMQ) measured MS pain frequency and severity, creating a pain degree index. Results: Overall, 21.17% had IFG. Participants were mostly female (85.18%), averaging 37.50 years. Neck and shoulder pain risk was linked to sex, coffee and alcohol consumption, sleep, exercise, chronic diseases, work hours, and IFG. Ankle pain risk was linked to coffee and alcohol consumption. IFG, coffee, alcohol, sleep under 6 h, chronic diseases, and work hours were independent risk factors for neck and shoulder pain. IFG was a risk factor for those without overweight or obesity. A mediation model tested IFG's indirect effect on neck and shoulder pain among overweight or obese individuals, showing that IFG mediates the relationship between being overweight or obese and increased neck and shoulder pain risk. Conclusions: Among female-dominated healthcare workers, IFG, daily coffee, recent alcohol consumption, less than 6 h of sleep, chronic diseases (excluding diabetes), and longer work hours are independent risk factors for neck and shoulder pain. IFG mainly affects these areas, increasing pain risk regardless of body weight. Healthy blood glucose levels are associated with a lack of musculoskeletal pain, suggesting a novel prevention approach needing further study.
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Affiliation(s)
- Yong-Hsin Chen
- Department of Health Policy and Management, Chung Shan Medical University, Taichung 402, Taiwan;
- Department of Public Health, Chung Shan Medical University, Taichung 402, Taiwan
- Department of Occupational Safety and Health, Chung Shan Medical University Hospital, Taichung 402, Taiwan
| | - Jia-June Lin
- Nursing Department, Chung Shan Medical University Hospital, Taichung 402, Taiwan
| | - Hsiu-Mei Tang
- Department of Occupational Safety and Health, Chung Shan Medical University Hospital, Taichung 402, Taiwan
| | - Ching-Wen Yang
- Department of Occupational Safety and Health, Chung Shan Medical University Hospital, Taichung 402, Taiwan
| | - Gwo-Ping Jong
- Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung 402, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung 402, Taiwan
| | - Yi-Sun Yang
- Department of Endocrinology and Metabolism, Chung Shan Medical University Hospital, Taichung 402, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung 402, Taiwan
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Eckart AC, Ghimire PS, Stavitz J, Barry S. Predictive Utility of the Functional Movement Screen and Y-Balance Test: Current Evidence and Future Directions. Sports (Basel) 2025; 13:46. [PMID: 39997977 PMCID: PMC11860429 DOI: 10.3390/sports13020046] [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: 01/20/2025] [Revised: 01/31/2025] [Accepted: 02/05/2025] [Indexed: 02/26/2025] Open
Abstract
Musculoskeletal injury (MSI) risk screening has gained significant attention in rehabilitation, sports, and fitness due to its ability to predict injuries and guide preventive interventions. This review analyzes the Functional Movement Screen (FMS) and the Y-Balance Test (YBT) landscape. Although these instruments are widely used because of their simplicity and ease of access, their accuracy in predicting injuries is inconsistent. Significant issues include reliance on broad scoring systems, varying contextual relevance, and neglecting individual characteristics such as age, gender, fitness levels, and past injuries. Meta-analyses reveal that the FMS and YBT overall scores often lack clinical relevance, exhibiting significant variability in sensitivity and specificity among different groups. Findings support the effectiveness of multifactorial models that consider modifiable and non-modifiable risk factors such as workload ratios, injury history, and fitness data for better prediction outcomes. Advances in machine learning (ML) and wearable technology, including inertial measurement units (IMUs) and intelligent monitoring systems, show promise by capturing dynamic and personalized high-dimensional data. Such approaches enhance our understanding of how biomechanical, physiological, and contextual injury aspects interact. This review discusses the problems of conventional movement screens, highlights the necessity for workload monitoring and personalized evaluations, and promotes the integration of technology-driven and data-centered techniques. Adopting tailored, multifactorial models could significantly improve injury prediction and prevention across varied populations. Future research should refine these models to enhance their practical use in clinical and field environments.
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Affiliation(s)
- Adam C. Eckart
- Department of Exercise Science, Kean University, 1000 Morris Avenue, Union, NJ 07083, USA; (P.S.G.); (S.B.)
| | - Pragya Sharma Ghimire
- Department of Exercise Science, Kean University, 1000 Morris Avenue, Union, NJ 07083, USA; (P.S.G.); (S.B.)
| | - James Stavitz
- Department of Athletic Training, Kean University, 1000 Morris Avenue, Union, NJ 07083, USA;
| | - Stephen Barry
- Department of Exercise Science, Kean University, 1000 Morris Avenue, Union, NJ 07083, USA; (P.S.G.); (S.B.)
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Torres-Guzman RA, Ho OA, Borna S, Gomez-Cabello CA, Haider SA, Forte AJ. Identification of Pain through Actigraphy-Recorded Patient Movement: A Comprehensive Review. Bioengineering (Basel) 2024; 11:905. [PMID: 39329647 PMCID: PMC11429204 DOI: 10.3390/bioengineering11090905] [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: 07/30/2024] [Revised: 08/31/2024] [Accepted: 09/09/2024] [Indexed: 09/28/2024] Open
Abstract
Chronic pain affects over 50 million people in the United States, particularly older adults, making effective assessment and treatment essential in primary care. Actigraphy, which monitors and records limb movement to estimate wakefulness and sleep, has emerged as a valuable tool for assessing pain by providing insights into activity patterns. This review highlights the non-invasive, cost-effective nature of actigraphy in pain monitoring, along with its ability to offer continuous, detailed data on patient movement. However, actigraphy's reliance on physical activity as a proxy for pain, and its inability to directly measure pain intensity, limit its applicability to certain pain types, such as neuropathic pain. Further research is needed to overcome these limitations and to improve the effectiveness of actigraphy in diverse clinical settings.
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Affiliation(s)
| | - Olivia A. Ho
- Division of Plastic Surgery, Mayo Clinic, 4500 San Pablo Rd., Jacksonville, FL 32224, USA
| | - Sahar Borna
- Division of Plastic Surgery, Mayo Clinic, 4500 San Pablo Rd., Jacksonville, FL 32224, USA
| | - Cesar A. Gomez-Cabello
- Division of Plastic Surgery, Mayo Clinic, 4500 San Pablo Rd., Jacksonville, FL 32224, USA
| | - Syed Ali Haider
- Division of Plastic Surgery, Mayo Clinic, 4500 San Pablo Rd., Jacksonville, FL 32224, USA
| | - Antonio Jorge Forte
- Division of Plastic Surgery, Mayo Clinic, 4500 San Pablo Rd., Jacksonville, FL 32224, USA
- Center for Digital Health, Mayo Clinic, Rochester, MN 55905, USA
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Deo P, Leupold O, Rau O, Cheng J, Prather H. Evaluation of sleep health documentation and sleep-related intervention by physiatrists treating musculoskeletal disorders: A retrospective investigation. PM R 2024; 16:700-706. [PMID: 37916613 DOI: 10.1002/pmrj.13100] [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: 05/18/2023] [Revised: 10/18/2023] [Accepted: 10/25/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Sleep health is linked to pain, function, and global health. Unfortunately, sleep health may not be consistently addressed as a part of musculoskeletal care. OBJECTIVE To describe the frequency of sleep health documentation and intervention by musculoskeletal physiatrists. Additionally, patient-reported outcome measures were compared between patients with and without sleep impairment. We hypothesized that sleep health is documented and addressed in less than half of initial patient encounters and that patients with a sleep impairment have worse patient-reported outcomes scores compared to those without sleep impairment. DESIGN Retrospective study. SETTING Tertiary orthopedic hospital. INTERVENTIONS None. MAIN OUTCOME MEASURES Frequency of provider documentation of sleep health, frequency and characteristics of sleep health intervention provided, and Patient-Reported Outcome Measurement Information System (PROMIS)-10 mental health and physical health scores. RESULTS Initial visits for a musculoskeletal condition of 39,452 patients from January 1, 2020 to October 1, 2022 were included. Documentation of sleep health was found in 33.0% (13,002/39,452) of patients. Of those with sleep health documentation, 59.2% (7697/13,002) were classified as having a sleep impairment. Only 19.0% of patients were provided with sleep-related education or other intervention. Patients with a sleep impairment had worse PROMIS-10 mental health and physical health scores (p < .001), as compared to those without a sleep impairment. CONCLUSIONS Patients with sleep impairment had worse mental and physical health scores than those without sleep impairment, and only 19.0% received sleep health intervention. These data suggest that sleep impairment is common in patients presenting for evaluation of a musculoskeletal condition, and advanced provider education and tools to help patients improve their sleep health are needed.
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Affiliation(s)
- Prabhav Deo
- Department of Physiatry, Hospital for Special Surgery, New York, New York, USA
| | - Olivia Leupold
- Department of Physiatry, Hospital for Special Surgery, New York, New York, USA
| | - Olivia Rau
- Department of Physiatry, Hospital for Special Surgery, New York, New York, USA
| | - Jennifer Cheng
- Department of Physiatry, Hospital for Special Surgery, New York, New York, USA
| | - Heidi Prather
- Department of Physiatry, Hospital for Special Surgery, New York, New York, USA
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Austen C, Redman D, Martini M. Warm-up exercises reduce music conservatoire students' pain intensity when controlling for mood, sleep and physical activity: A pilot study. Br J Pain 2024; 18:57-69. [PMID: 38344268 PMCID: PMC10851889 DOI: 10.1177/20494637231188306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2025] Open
Abstract
Introduction Playing-related musculoskeletal pain is highly prevalent among classical music students, affecting them physically and psychologically. Unlike athletes or dancers, musicians' pain often goes untreated due to stigma and lack of specialised healthcare. While warm-up exercises are common practice in sports and dance, there is a lack of empirical research regarding physical warm-ups for musicians' pain. This study aimed to investigate the effects of a 2-week daily warm-up exercise intervention on conservatoire students' pain intensity, interference and psychological distress, at day 0 and after 2 weeks. Methods Two groups were considered: an exercise (n = 9) and a waitlist control (n = 7) group. Data were collected using online Qualtrics surveys at three different stages. Results 2 × 2 mixed ANOVAs indicated no significant effects on any of the outcome variables. However, when controlling for sleep, anxiety, depression and physical activity, the analyses revealed a significantly greater decrease in pain intensity in the exercise group compared to the control. In addition, bivariate correlations indicated that pain interference, anxiety and depression delta scores were significantly correlated for the exercise but not the control group. Anxiety and pain intensity delta scores were significantly correlated in both groups. Conclusions These findings suggest that daily warm-up exercises have the potential to reduce musicians' pain intensity but only if certain variables are factored in. This pilot study highlights the multifactorial nature of musicians' pain and unveils the role that mood, sleep and physical activity level may have when assessing the efficacy of interventions based on warm-up exercises.
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Affiliation(s)
- Claire Austen
- School of Psychology, University of East London, London, UK
| | - Drusilla Redman
- British Association of Performing Arts Medicine, London, UK
- Guildhall School of Music and Drama, London, UK
| | - Matteo Martini
- Matteo Martini, Department of Humanities, Letters, Cultural Heritage and Educational Studies, University of Foggia, via Arpi, 71121 Foggia, Italy.
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Lücke AJ, Wrzus C, Gerstorf D, Kunzmann U, Katzorreck M, Hoppmann C, Schilling OK. Bidirectional Links of Daily Sleep Quality and Duration With Pain and Self-rated Health in Older Adults' Daily Lives. J Gerontol A Biol Sci Med Sci 2023; 78:1887-1896. [PMID: 36124664 DOI: 10.1093/gerona/glac192] [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: 07/04/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Sleep and health perceptions, such as self-ratings of pain and health are closely linked. However, the temporal ordering of such associations is not well understood, and it remains unclear whether sleep quality and sleep duration show similar or differential associations with health perceptions. METHODS We used ecological momentary assessment data from 123 young-old (66-69 years, 47% women) and 47 old-old adults (84-90 years, 60% women). Across 7 consecutive days, participants reported their sleep quality and sleep duration each morning and rated their momentary pain and health 6 times per day. We applied dynamic structural equation models to examine bidirectional links of morning reports of sleep quality and duration with daily levels of self-rated pain and health. RESULTS In line with the hypotheses, results showed that when participants reported better sleep quality than what is typical for them, they reported less pain and better self-rated health on the day that followed. Longer sleep duration was not linked with subsequent pain or self-rated health. On days when people rated their health as better than usual, they reported better sleep quality but not longer sleep duration the following night. These associations were not moderated by age, gender, or chronic pain. CONCLUSION Findings suggest that in old age, sleep quality is more relevant for health perceptions than sleep duration. Associations between sleep quality and self-rated health seem to be bidirectional; daily pain was linked to prior but not subsequent sleep quality.
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Affiliation(s)
- Anna J Lücke
- Psychological Institute, Ruprecht Karls University Heidelberg, Heidelberg, Germany
| | - Cornelia Wrzus
- Psychological Institute, Ruprecht Karls University Heidelberg, Heidelberg, Germany
| | - Denis Gerstorf
- Department of Psychology, Humboldt University Berlin, Berlin, Germany
| | - Ute Kunzmann
- Institute of Psychology, University of Leipzig, Leipzig, Germany
| | | | - Christiane Hoppmann
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Oliver K Schilling
- Psychological Institute, Ruprecht Karls University Heidelberg, Heidelberg, Germany
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Garnæs KK, Mørkved S, Tønne T, Furan L, Vasseljen O, Johannessen HH. Mental health among patients with chronic musculoskeletal pain and its relation to number of pain sites and pain intensity, a cross-sectional study among primary health care patients. BMC Musculoskelet Disord 2022; 23:1115. [PMID: 36544130 PMCID: PMC9773452 DOI: 10.1186/s12891-022-06051-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Chronic musculoskeletal pain (CMP) is characterised by pain related to the muscles or the joints with a duration of three months or more and is associated with high symptomatic burden in patients in primary health care. CMP is commonly associated with impaired mental health, which may affect the rehabilitation process. The primary aim of this study was to compare symptoms of anxiety, depression, fatigue, and insomnia in patients in primary health care with and without CMP. The secondary aim was to assess difference in mental health symptoms related to number of pain sites and pain intensity. METHODS This cross-sectional study was conducted in Trondheim, Norway. All patients aged 21-58 from randomly selected general practitioners (GPs) were invited to participate. Participants were classified into two groups according to presence of CMP. Symptoms of anxiety, depression, fatigue, and insomnia were assessed by the Hospital Anxiety and Depression Scale (HADS), Chalder Fatigue Questionnaire (CFQ), and Insomnia Severity Index (ISI), respectively, using an online survey system. RESULTS From the patient lists of six GPs, we included 969 patients. Mean age 46 years (SD: 10.1), and 517 reported CMP. CMP patients reported higher mean symptom score for anxiety (5.4 vs 3.7), depression (3.4 vs 2.0), fatigue (14.2 vs 11.2), and insomnia (8.1 vs 4.4), all p < 0.01 compared to no-CMP patients. Symptoms of impaired mental health increased with increasing number of pain sites and pain intensity (p < 0.001). CONCLUSIONS Primary health care patients with CMP reported significantly more symptoms of anxiety, depression, fatigue, and insomnia than patients without CMP. The higher number of pain sites and pain intensity, the more mental health symptoms, especially of anxiety. Primary health care personnel have to address mental health issues when treating patients with CMP. TRIAL REGISTRATION Clinicaltrials.gov (NCT02020772, 25/12/2013).
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Affiliation(s)
- Kirsti Krohn Garnæs
- grid.5947.f0000 0001 1516 2393Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), P.O. Box 8905, N-7491 Trondheim, Norway ,grid.52522.320000 0004 0627 3560Department of Obstetrics and Gynaecology, St. Olavs Hospital, Trondheim University Hospital, P.O Box 3250, Trondheim, Norway
| | - Siv Mørkved
- grid.5947.f0000 0001 1516 2393Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), P.O. Box 8905, N-7491 Trondheim, Norway ,grid.453770.20000 0004 0467 8898Central Norway Regional Health Authority, P.O Box 464, Stjørdal, Norway
| | - Torgrim Tønne
- Tiller Physiotherapy and Manual Therapy. Ivar Lykkes Veg 9, 7075 Tiller, Norway
| | - Lars Furan
- Stokmoen Physiotherapy, Wergelandsveien 27, 7504 Stjørdal, Norway
| | - Ottar Vasseljen
- grid.5947.f0000 0001 1516 2393Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), P.O. Box 8905, N-7491 Trondheim, Norway
| | - Hege Hølmo Johannessen
- grid.446040.20000 0001 1940 9648Department of Health and Welfare, Østfold University College, Kobberslagerstredet 5, Fredrikstad, Norway
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The relationship between chronotypes and musculoskeletal problems in male automobile manufacturing workers. Ann Occup Environ Med 2021; 33:e26. [PMID: 34754487 PMCID: PMC8446367 DOI: 10.35371/aoem.2021.33.e26] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 06/23/2021] [Accepted: 07/08/2021] [Indexed: 12/14/2022] Open
Abstract
Background Previous studies have shown that morning types are less sensitive to pain. This study aimed to examine the relationship between chronotypes and musculoskeletal problems in workers with musculoskeletal burdens at work. Methods This cross-sectional study included 119 male production workers from a large automobile manufacturing plant. All the participants worked 2 shifts and worked on the automobile assembly line. Data were obtained using structured questionnaires, including the reduced Morningness-Eveningness Questionnaire (rMEQ), and musculoskeletal symptom questionnaire. Participants with an rMEQ score of 18 points or more were defined as morning-type workers (MTWs). Participants whose scores were less than 18 points were defined as neither-type workers (NTWs). Results The arithmetic mean age was 51.8 ± 5.3 years. MTWs and NTWs accounted for 35.3% and 64.7% of the total participants, respectively. Evening- and intermediate-type workers accounted form 6.7% and 58.0% of the participants, respectively. There was no significant difference in the health indicators when the MTW and NTW groups were compared. However, the musculoskeletal symptom questionnaire demonstrated a significant difference between the MTW and NTW groups. In the preceding year, the MTW group had significantly lower musculoskeletal pain and treatment ratios compared to the NTW group (35.7% vs. 62.3%, p = 0.005 and 14.3% vs. 32.5%, p = 0.031, respectively). After adjusting for variables, the odds ratio (OR) for musculoskeletal pain was significantly higher in the NTW group than in the MTW group (OR, 3.112; 95% confidence interval, 1.285–7.535; p = 0.012). Conclusions In this study, the musculoskeletal pain ratio was significantly lower for MTWs when compared to NTWs. Chronotypes could play an important role in work-related musculoskeletal disorders. Further, larger-scale, follow-up studies on chronotypes are required to assist in the prevention of musculoskeletal disorders in future.
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