Association of activity with the risk of developing musculoskeletal pain in the All of Us research program.

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Association of activity with the risk of developing musculoskeletal pain in the All of Us research program.

ReferencesShowing 10 of 84 papers
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Quantile regression and restricted cubic splines are useful for exploring relationships between continuous variables
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Physical inactivity: a risk factor for low back pain in the general population?
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Factors associated with neck and shoulder pain: a cross-sectional study among 16,000 adults in five county councils in Sweden
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  • BMC Musculoskeletal Disorders
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Concurrent Validity of Wearable Activity Trackers Under Free-Living Conditions.
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High-level physical activity in childhood seems to protect against low back pain in early adolescence
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Is active participation in specific sport activities linked with back pain?
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Muscle recruitment strategies can reduce joint loading during level walking
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  • Journal of Biomechanics
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Physical Activity Measured with Accelerometer and Self-Rated Disability in Lumbar Spine Surgery: A Prospective Study
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Cervical and scapula-focused resistance exercise program versus trapezius massage in patients with chronic neck pain: A randomized controlled trial
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  • Medicine
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Association of Daily Step Count and Step Intensity With Mortality Among US Adults
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  • JAMA
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  • Cite Count Icon 17
  • 10.1016/j.bjpt.2022.100452
Sedentary behavior is associated with musculoskeletal pain in adolescents: A cross sectional study
  • Sep 1, 2022
  • Brazilian Journal of Physical Therapy
  • Lucas Da Costa + 7 more

Sedentary behavior is associated with musculoskeletal pain in adolescents: A cross sectional study

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  • 10.1016/j.jnma.2021.04.001
State-level Google search volumes for neck and shoulder pain correlate with psychosocial and behavioral health indicators
  • May 4, 2021
  • Journal of the National Medical Association
  • Mariano E Menendez + 3 more

State-level Google search volumes for neck and shoulder pain correlate with psychosocial and behavioral health indicators

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  • 10.2519/jospt.2015.45.1.a19
CSM 2015 Orthopaedic Section Platform Presentations (Abstracts OPL1–OPL63)
  • Jan 1, 2015
  • Journal of Orthopaedic & Sports Physical Therapy
  • George Sz + 18 more

CSM 2015 Orthopaedic Section Platform Presentations (Abstracts OPL1–OPL63)

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  • 10.1007/s00420-012-0818-9
Back and neck pain due to working in a cold environment: a cross-sectional study of male construction workers
  • Sep 23, 2012
  • International Archives of Occupational and Environmental Health
  • Lage Burström + 3 more

To study whether work in a cold environment increased the risk of musculoskeletal symptoms in the neck and low back among construction workers. This cross-sectional study is based on a cohort of male workers in the Swedish construction industry that participated in regular health examinations through a nationwide occupational health service. The analysis is based on workers examined from 1971 to 1974, who answered a questionnaire including questions about neck and back pain. The cohort consists of 134,754 male workers, including 16,496 office workers and foremen. The health examinations of the workers were conducted in provinces covering Sweden from the south to the north, and temperature data were collected for the provinces. In the analyses, the results were adjusted for age, BMI and use of nicotine. The prevalence's of neck and low back pain were higher among manual construction workers than among foremen and office workers (24.3 vs. 8.6 % and 16.5 vs. 6.2 %, respectively); the corresponding adjusted ORs for low back and neck pain were 1.59 (95 % CI 1.52-1.66) and 1.39 (95 % CI 1.30-1.49), respectively. Workers in the northern and central provinces had higher ORs for low back and neck pain compared to workers in the southern province. The test for trends showed an increased risk of developing low back and neck pain with decreased outdoor temperature. Outdoor work in a cold environment may increase the risk of low back and neck pain.

  • Research Article
  • 10.24911/ijmdc.51-1659545872
Prevalence and associated factors of neck, shoulder, and low back pains among students of Jazan University, Saudi Arabia, during the COVID-19 pandemic
  • Jan 1, 2022
  • International Journal of Medicine in Developing Countries
  • Mahmoud Hassaan + 7 more

Background: A significant increase in musculoskeletal disorders (MSDs) was seen in students during the coronavirus disease 2019 pandemic. We aimed to assess the prevalence and associated factors of neck, shoulder, and low back pains among students of Jazan University. Methods: This cross-sectional study was conducted using an online survey among adult students of Jazan University, Saudi Arabia. Statistical Package for the Social Sciences was used to analyze the data. Results: A total of 400 participants were enrolled, with a mean age of 22.2 ± 2.5 years, the majority of whom were male (51.8%) and predominantly non-smokers (82.5%). Of those who exercised, the majority (42.5%) spent 30-60 minutes exercising. Most (35.8%) of the respondents spend >3 hours/day studying. Nearly half (46.8%) used a table and chair to study. About 260 (65%) participants experienced low back pain, 227 (56.8%) experienced neck pain, and 157 (39.3%) experienced shoulder trouble. Females were found to be significantly associated with increased prevalence of low back pain, neck pain, and shoulder pain. Family history of MSDs was found to be significantly associated with increased prevalence of low back pain. Spending 2-3 hours studying was found to be significantly associated with an increased prevalence of low back pain, neck pain, and shoulder pain. Conclusion: Prevalence of lower back, neck, and shoulder pains was found to be high as each of those pains was experienced by nearly half of the participants. Significant disability and negative impacts of low back, neck, and shoulder pains on work and leisure activities. Female gender was found to be strongly linked with low back, neck, and shoulder pains.

  • Research Article
  • Cite Count Icon 158
  • 10.1097/brs.0b013e3181d952c2
Prevalence of Neck and Low Back Pain in Community-Dwelling Adults in Spain
  • Feb 1, 2011
  • Spine
  • César Fernández-De-Las-Peñas + 6 more

Cross-sectional epidemiological study. To determine the 1-year prevalence of neck pain and low back pain in the Spanish population and their association with sociodemographic and lifestyle habits, self-reported health status and comorbidity with other chronic disorders. No recent population-based epidemiological studies have estimated the prevalence of neck and low back pain in Spain. We analyzed data obtained from adults aged 16 years or older (n = 29,478) who participated in the 2006 Spanish National Health Survey, an ongoing, home-based personal interview which examines a nation-wide representative sample of civilian noninstitutionalized population residing in main family dwellings (household) of Spain. We analyzed prevalence data of neck and low back pain and their relationship with socio-demographic characteristics (sex, age, marital status, educational level, occupational status, or monetary income), self-perceived health status, lifestyle habits (smoking habit, alcohol consumption, sleep habit, physical exercise, or obesity), and the presence of concomitant chronic diseases or symptoms. The 1-year prevalence was 19.5% (95% CI: 18.9-20.1) for neck pain and 19.9% (95% CI: 19.3-20.5) for low back pain. Both neck pain and low back pain were higher among female (26.4% and 24.5%) than male (12.3% and 15.1%). Subjects in the 31 to 50 years group were 1.5 times (95% CI: 1.3-1.8) more likely to report low back pain than participants in the 16 to 30 years group. Individuals reporting neck or low back pain showed worse self-reported health status (OR: 4.9, 95% CI: 4.5-5.3 for neck pain; OR: 4.7, 95% CI: 4.3-5.1 for low back pain) and were more likely to complain of depression (OR: 4.3, 95% CI: 3.9-4.7 or OR: 3.6, 95% CI: 3.3-3.9, respectively). Further, a strong association between neck and low back pain was found (OR: 15.6, 95% CI: 14.2-17.1). Finally, neck pain and low back pain were also associated with several other chronic conditions, particularly arthrosis (OR: 6.5, 95% CI: 6.0-7.0), and headaches (OR: 4.3, 95% CI: 3.9-4.8) for neck pain, and both arthrosis (OR: 5.7, 95% CI: 5.3-6.2), and osteoporosis (OR: 6.3, 95% CI: 5.6-7.2), for low back pain. This Spanish population-based survey showed that neck and low back pain are prevalent and highly associated between them, more frequent in female (particularly neck pain) and associated to worse self-reported health status. Individuals with neck and low back pain were more likely than those without pain to have depression and other painful conditions, including headache and osteoporosis.

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  • Research Article
  • Cite Count Icon 33
  • 10.1186/s12891-019-2421-7
Prevalence and potential risk factors of flight-related neck, shoulder and low back pain among helicopter pilots and crewmembers: a questionnaire-based study
  • Jan 29, 2019
  • BMC Musculoskeletal Disorders
  • Markus Posch + 6 more

BackgroundFlight-related neck, shoulder and low back pain are the most common musculoskeletal disorders among helicopter pilots and their crewmembers, thus becoming a growing concern. Information on the combined prevalence of these types of pain and related risks are scarce. The aim of this study was therefore to estimate pain prevalence and to evaluate potential risk factors for neck pain among helicopter pilots and crewmembers within the armed forces, the airborne police and airborne rescue organizations in Austria.MethodsAmong a cohort of 104 helicopter pilots and 117 crewmembers (69.8% compliance), demographics, flying experience, use of Night Vision Goggles (NVG), helicopter type flown, prevalence and intensity of musculoskeletal symptoms (pain was defined as any reported pain experience, ache or discomfort) were collected by an online-based questionnaire.ResultsFor helicopter pilots the 12-month prevalence of neck pain was 67.3%, followed by low back (48.1%) and shoulder pain (43.3%). Among crewmembers, the 12-month pain prevalence were 45.3, 36.8 and 30.8% among the neck, lower back and shoulder, respectively. During this period, 41.8% of these helicopter pilots had experienced 8–30 pain days in the areas of neck (45.7%), shoulder (37.8%) and lower back (42.0%) whereas 47.8% of crewmembers self-reported 1–7 days of neck (54.7%), low back (44.2%) and shoulder (44.4%) pain in the previous year. The 3-month prevalence of neck pain was 64.4% followed by low back (42.3%) and shoulder pain (38.5%) for helicopter pilots. Among crewmembers, 41.9% suffered from neck, 29.9% from low back and 29.1% from shoulder pain the previous 3 months. Multivariate regression analysis revealed NVG use (OR 1.9, 95% CI, 1.06–3.50, p = 0.032), shoulder pain (OR 4.9, 95% CI, 2.48–9.55, p < 0.001) and low back pain (OR 2.3, 95% CI, 1.21–4.31, p = 0.011) to be significantly associated with neck pain.ConclusionsThe 12- and 3-month prevalence of neck, shoulder and low back is considerably high among both, helicopter pilots and crewmembers confirming the existence of this growing concern. The use of NVG devices, shoulder and low back pain in the previous 12 months represent independent risk factors for neck pain. These findings highlight the need for longitudinal studies.

  • Research Article
  • Cite Count Icon 8
  • 10.5935/1984-0063.20190138
Back and neck pain and poor sleep quality in adolescents are associated even after controlling for confounding factors: An epidemiological study.
  • Jan 1, 2020
  • Sleep Science
  • Catarina Covolo Scarabottolo + 8 more

Back and neck pain and poor sleep quality in adolescents are associated even after controlling for confounding factors: An epidemiological study.

  • Research Article
  • Cite Count Icon 64
  • 10.1136/oem.2006.026914
Physical capacity in relation to low back, neck, or shoulder pain in a working population
  • May 18, 2006
  • Occupational and Environmental Medicine
  • H H Hamberg-Van Reenen + 5 more

Aims: To investigate the longitudinal relation between physical capacity (isokinetic lifting strength, static endurance of the back, neck, and shoulder muscles, and mobility of the spine) and low back, neck,...

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  • Research Article
  • Cite Count Icon 2
  • 10.18502/jchr.v11i2.9994
A Study on Neck Pain and Iow Back Pain among the Undergraduate Students of a Medical College in Bhopal, India
  • Jul 6, 2022
  • Journal of Community Health Research
  • Aditi Sachdeva + 3 more

Introduction: Development of at a younger age is a potential risk of developing chronic low back pain in adulthood. The study was planned with the purpose to know the extent of the less studied musculoskeletal disorders as a health problem among Indian medical students. The study was conducted to assess the prevalence of low back and neck pain among medical students, find the associations of low back and neck pain with quality-of-life issues, self-perceived stress and lifestyle. Methods: A cross-sectional study was conducted at the Bhopal, India from May to July 2019, total 220 medical students were randomly selected. A questionnaire including the pre-validated instruments viz. Oswestry Disability Index, Visual Analog Scale and Perceived Stress Scale-10 were used to collect the data. Data entry was done in Microsoft Excel and was analyzed on statistical package SPSS version 23. Results: The overall prevalence of Low Back and Neck Pain were 49.1% and 56.4% respectively. A significant association of female gender was found with Neck and Low Back Pain. A significant negative correlation was found between body mass index and Visual Analogue Scale neck &amp; back (p=0.003). Conclusion: There was a high prevalence of low back pain and neck pain in medical students at Bhopal. Females were affected more than males. Complaint of lower back pain was more than neck pain. Playing outdoor sports and weightlifting was found to be having protective effect on low back pain and neck pain.

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  • Research Article
  • Cite Count Icon 3
  • 10.55735/hjprs.v2i4.93
Prevalence of Neck and Low Back Pain in Women During Post-Partum Period
  • Jan 1, 2023
  • The Healer Journal of Physiotherapy and Rehabilitation Sciences
  • Amna Asif + 5 more

Background: Due to the changes in the woman's body during and after birth, neck and back pain are common complaints among postpartum women. Objective: To determine the prevalence of neck and low back pain in the post-partum period of pregnancy. Methods This descriptive cross-sectional study was carried out within six months after the approval of the synopsis. After receiving their written consent, participants from the Jinnah and Services hospitals were given a standard questionnaire to complete. Pregnant females aged between 20-40 years of age were included in the study. Those having complications like gestational diabetes, pre-eclampsia or other serious conditions were excluded from the study. A predesigned Nordic questionnaire was utilized for the data collection purpose. A total of 19 closed-ended questions were included in the survey, covering the subjects' demographic information, parity, recent C-section or normal delivery, physical activity, low back and neck pain during the postpartum period. After completing the questionnaire, data was gathered to assess the prevalence of neck and low back pain. Using SPSS 22.0, the data was analyzed and for the quantitative variables, means and standard deviations were computed, while the qualitative variables were shown as frequency and percentage. Results: Among 119 postpartum women, 53 (44.5%) had a normal vaginal birth and 66 (55.5%) had the cesarean mode of delivery, 43 (36.1%) were breastfeeding, 22 (18.49%) were bottle-feeding and 54 (45.38%) were given both. In 12 months, 62 (52.10%) reported neck pain, whereas 80 (67.23%) reported low back pain. Women experiencing neck pain were 53(44.54%) and 72(60.50%) in the previous 7 days respectively. Conclusion: The study revealed that the frequency of neck pain and lower back pain was found to be 44.54% and 60.5% respectively in pregnant females.

  • Research Article
  • Cite Count Icon 1
  • 10.1371/journal.pone.0285276
Device-measured sitting time and musculoskeletal pain in adults with normal glucose metabolism, prediabetes and type 2 diabetes–The Maastricht Study
  • May 4, 2023
  • PLOS ONE
  • Francis Q S Dzakpasu + 13 more

BackgroundDetrimental associations of sedentary behaviour (time spent sitting) with musculoskeletal pain (MSP) conditions have been observed. However, findings on those with, or at risk of, type 2 diabetes (T2D) have not been reported. We examined the linear and non-linear associations of device-measured daily sitting time with MSP outcomes according to glucose metabolism status (GMS).MethodsCross-sectional data from 2827 participants aged 40–75 years in the Maastricht Study (1728 with normal glucose metabolism (NGM); 441 with prediabetes; 658 with T2D), for whom valid data were available on activPAL-derived daily sitting time, MSP [neck, shoulder, low back, and knee pain], and GMS. Associations were examined by logistic regression analyses, adjusted serially for relevant confounders, including moderate-to-vigorous intensity physical activity (MVPA) and body mass index (BMI). Restricted cubic splines were used to further examine non-linear relationships.ResultsThe fully adjusted model (including BMI, MVPA, and history of cardiovascular disease) showed daily sitting time to be significantly associated with knee pain in the overall sample (OR = 1.07, 95%CI: 1.01–1.12) and in those with T2D (OR = 1.11, 95%CI: 1.00–1.22); this was not statistically significant in those with prediabetes (OR = 1.04, 95%CI: 0.91–1.18) or NGM (OR = 1.05, 95%CI: 0.98–1.13). There were no statistically significant associations between daily sitting time and neck, shoulder, or low back pain in any of the models. Furthermore, the non-linear relationships were statistically non-significant.ConclusionAmong middle-aged and older adults with T2D, daily sitting time was significantly associated with higher odds of knee pain, but not with neck, shoulder, or low back pain. No significant association was observed in those without T2D for neck, shoulder, low back, or knee pain. Future studies, preferably those utilising prospective designs, could examine additional attributes of daily sitting (e.g., sitting bouts and domain-specific sitting time) and the potential relationships of knee pain with mobility limitations.

  • Research Article
  • Cite Count Icon 54
  • 10.1016/j.ergon.2020.102941
Work posture, working conditions and musculoskeletal outcomes in agricultural workers
  • Mar 7, 2020
  • International Journal of Industrial Ergonomics
  • Iman Dianat + 4 more

Work posture, working conditions and musculoskeletal outcomes in agricultural workers

  • Abstract
  • 10.1136/ebm-2023-pod.44
44 Opioid prescription patterns in general practice for people with regional musculoskeletal pain: a longitudinal primary care database study
  • Aug 13, 2023
  • BMJ Evidence-Based Medicine
  • Romi Haas + 9 more

ObjectivesClinical practice guidelines for regional musculoskeletal conditions recommend non-pharmacological interventions such as education and management addressing physical activity as first-line care. Prescription of opioids for non-cancer pain is discouraged due...

  • Research Article
  • 10.1186/s13584-025-00683-7
Physician referrals of patients with neck and low back pain for physical therapy in outpatient clinics: a cross-sectional study
  • Apr 3, 2025
  • Israel Journal of Health Policy Research
  • Amira Daher + 1 more

BackgroundPatients commonly seek outpatient physical therapy services for musculoskeletal disorders. Understanding these patient groups in Israel provides valuable insights into the healthcare system. We aimed to investigate physician referral patterns for physical therapy across different age and sex groups, focusing on neck and low back pain. Additionally, we sought to explore the therapeutic interventions provided by physical therapists for these conditions.MethodsFor this retrospective, cross-sectional study we utilized data from a national health maintenance organization covering > 4 million people at 100 physical therapy outpatient clinics. We measured the prevalence rates of physicians’ referral patterns for neck and low back pain according to age and sex, as well as therapeutic interventions prescribed by physical therapists. We used Z-tests to assess the differences in prevalence rates between women and men within the same age group. Logistic regression analyses were used to evaluate the likelihood of patients of a specific age group being referred to physical therapy compared with the total sample. We analyzed prevalence rates of different treatment protocols used by physical therapists according to these referrals.ResultsOverall, 1,593,592 physician referrals for physical therapy were made over 6 years for all musculoskeletal conditions. Of those, 32.4% were for spine disorders, with 21.2% for low back pain and 11.1% for neck pain, mostly chronic (80.6% and 72.7%, respectively). Women were more likely than men to be referred for both low back pain (odds ratio = 1.36, 95% confidence interval = 1.34–1.38, p < 0.001) and neck pain (1.40, 1.37–1.43, p < 0.001). All referral rates increased with age. The most common treatment provided by physical therapists for neck and low back pain was education and advice for an active lifestyle.ConclusionsThis study provides comprehensive data that highlight significant trends related to age, acuteness, and sex. Chronic low back and neck pain are the predominant reasons for physical therapy referrals, particularly among women and older adults. Physician referrals for neck and low back pain aligned with the epidemiology of such conditions in the Israeli population, underscoring the need for targeted rehabilitation strategies, early intervention programs, and effective healthcare service planning.

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