Highlights
- •Having no or few pain sites may not differ in its risk factors compared with multiple pain.
- •Anxiety, depression, insomnia, and obesity are key predictors of increasing pain sites.
- •Associations of lifestyle factors attenuated in the within-subject analysis.
- •We found a substantial stability of number of pain sites within individuals over time.
- •Our study adds valued input to the ongoing debate regarding the course of multisite pain.
Abstract
In a Norwegian prospective population-based cohort study, we examined whether the
number of chronic musculoskeletal pain sites changed over an 11-year period, and if
the number of pain sites at follow-up was associated with health-related and lifestyle
factors at baseline. The study included data on 78,973 adults participating in the
Nord-Trøndelag Health Study (HUNT) in 1995 to 1997 (HUNT2) and 2006 to 2008 (HUNT3).
On the basis of 3 categories of baseline pain sites, associations between baseline
health-related, lifestyle, and demographic factors and number of pain sites at follow-up
were analyzed with linear regression models adjusted for age, sex, marital status,
physical activity, education, and other chronic diseases. We also estimated within-subject
associations. Regardless of pain extent at baseline, anxiety and/or depression, sleeping
problems, smoking, and obesity were positively associated with number of pain sites
at follow-up, whereas education and physical activity were inversely associated with
number of pain sites. The within-subject analyses showed largely similar associations
for the health-related factors, whereas associations of lifestyle factors were attenuated.
The mean number of pain sites remained unchanged between the 2 surveys. Overall, our
study revealed prospective associations between several factors and pain sites 11 years
later, regardless of the number of pain sites at baseline.
Perspective
This prospective study examined the association between development of pain and risk
factors in the general population, on the basis of 3 categories of baseline pain sites.
It also examined how these factors influence possible long-term changes in pain within
individuals. We showed that having no or few baseline pain sites may not differ in
its risk factors compared with having multiple pain sites. This article provides an
important contribution to the ongoing debate regarding the association between lifestyle,
demographic, and psychosocial risk factors, versus the course of multisite chronic
pain. Additionally, we provide discussion on potential directions for clinical relevance
and further research.
Key words
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to The Journal of PainAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- The course of non-malignant chronic pain: A 12-year follow-up of a cohort from the general population.Eur J Pain. 2004; 8: 47-53
- Spreading of chronic pain between body regions: Prospective cohort study among health care workers.Eur J Pain. 2012; 16: 1437-1443
- Chronic widespread pain: A three year followup of pain distribution and risk factors.J Rheumatol. 2002; 29: 818-825
- The validity of the Hospital Anxiety and Depression Scale. An updated literature review.J Psychosom Res. 2002; 52: 69-77
- The evolution of physical activity recommendations: How much is enough?.Am J Clin Nutr. 2004; 79: 913S-920S
- Socioeconomic status and the course and consequences of chronic pain.Pain Manag. 2013; 3: 159-162
- Chronic musculoskeletal pain rarely presents in a single body site: Results from a UK population study.Rheumatology (Oxford). 2007; 46: 1168-1170
- Patterns of multisite pain and associations with risk factors.Pain. 2013; 154: 1769-1777
- Chronic pain and psychopathology: Research findings and theoretical considerations.Psychosom Med. 2002; 64: 773-786
- Validity of Nordic-style questionnaires in the surveillance of upper-limb work-related musculoskeletal disorders.Scand J Work Environ Health. 2007; 33: 58-65
- Regional musculoskeletal conditions: Neck pain.Best Pract Res Clin Rheumatol. 2003; 17: 57-70
- Participation rates in epidemiologic studies.Ann Epidemiol. 2007; 17: 643-653
- The biopsychosocial approach to chronic pain: Scientific advances and future directions.Psychol Bull. 2007; 133: 581-624
- Pain and the onset of depressive and anxiety disorders.Pain. 2014; 155: 53-59
- Cigarette smoking and pain: Depressive symptoms mediate smoking-related pain symptoms.Pain. 2012; 153: 1749-1754
- Associations between pain, current tobacco smoking, depression, and fibromyalgia status among treatment-seeking chronic pain patients.Pain Med. 2015; 16: 1433-1442
- Fixed effects analysis of repeated measures data.Int J Epidemiol. 2014; 43: 264-269
- Increasing prevalence of chronic musculoskeletal complaints. A large 11-year follow-up in the general population (HUNT 2 and 3).Pain Med. 2011; 12: 1657-1666
- What mediates the inverse association between education and occupational disability from back pain?–A prospective cohort study from the Nord-Trondelag health study in Norway.Soc Sci Med. 2006; 63: 1267-1275
- Trends of back pain in eastern Finland, 1972-1992, in relation to socioeconomic status and behavioral risk factors.Am J Epidemiol. 1998; 148: 671-682
- : The Nord-Trøndelag Health Study 1995-97 (HUNT 2): Objectives, contents, methods and participation.Nor Epidemiol. 2003; 13: 19-33
- Overview of the relationship between pain and obesity: What do we know? Where do we go next?.J Rehabil Res Dev. 2007; 44: 245-262
- Change in the number of musculoskeletal pain sites: A 14-year prospective study.Pain. 2009; 141: 25-30
- Does the number of musculoskeletal pain sites predict work disability? A 14-year prospective study.Eur J Pain. 2009; 13: 426-430
- Localized or widespread musculoskeletal pain: Does it matter?.Pain. 2008; 138: 41-46
- Chronic pain, psychopathology, and DSM-5 somatic symptom disorder.Can J Psychiatry. 2015; 60: 160-167
- Common mental disorders and disability pension award: Seven year follow-up of the HUSK study.J Psychosom Res. 2010; 69: 59-67
- Cohort profile: The HUNT study, Norway.Int J Epidemiol. 2013; 42: 968-977
- Standardised Nordic questionnaires for the analysis of musculoskeletal symptoms.Appl Ergon. 1987; 18: 233-237
- Reliability and validity of self-reported physical activity in the Nord-Trondelag Health Study (HUNT 2).Eur J Epidemiol. 2007; 22: 379-387
- Smoking as a risk factor for chronic musculoskeletal complaints is influenced by age. The HUNT study.Pain. 2013; 154: 1073-1079
- Non-response bias in a sample survey on alcohol consumption.Alcohol Alcohol. 2002; 37: 256-260
- Longitudinal associations between exercise and pain in the general population–the HUNT pain study.PLoS One. 2013; 8: e65279
- The extent of neurocognitive dysfunction in a multidisciplinary pain centre population. Is there a relation between reported and tested neuropsychological functioning?.Pain. 2013; 154: 972-977
- The HUNT study: Participation is associated with survival and depends on socioeconomic status, diseases and symptoms.BMC Med Res Methodol. 2012; 12: 143
- Is back pain increasing? Results from national surveys in Finland during 1978/9-1992.Scand J Rheumatol. 1994; 23: 269-276
- Socioeconomic inequalities in morbidity and mortality in western Europe. The EU Working Group on Socioeconomic Inequalities in Health.Lancet. 1997; 349: 1655-1659
- Musculoskeletal pain at multiple sites and its effects on work ability in a general working population.Occup Environ Med. 2010; 67: 449-455
- Sleep problems, exercise and obesity and risk of chronic musculoskeletal pain: The Norwegian HUNT study.Eur J Public Health. 2014; 24: 924-929
- In the 21st century, what is an acceptable response rate?.Aust N Z J Public Health. 2012; 36: 106-108
- Prevalence and long-term predictors of persistent chronic widespread pain in the general population in an 11-year prospective study: The HUNT study.BMC Musculoskelet Disord. 2014; 15: 213
- Psychosocial factors and risk of chronic widespread pain: An 11-year follow-up study–the HUNT study.Pain. 2014; 155: 1555-1561
- Repeatability and validity of an upper limb and neck discomfort questionnaire: The utility of the standardized Nordic questionnaire.Occup Med (Lond). 1999; 49: 171-175
- Multilevel and Longitudinal Modeling Using Stata.2nd ed. Stata Press, College Station2008
- Effect on trend estimates of the difference between survey respondents and non-respondents: Results from 27 populations in the WHO MONICA Project.Eur J Epidemiol. 2005; 20: 887-898
- A classification of chronic pain for ICD-11.Pain. 2015; 156: 1003-1007
- Overweight and health problems of the lower extremities: Osteoarthritis, pain and disability.Public Health Nutr. 2009; 12: 359-368
- The American College of Rheumatology 1990 criteria for the classification of fibromyalgia. Report of the Multicenter Criteria Committee.Arthritis Rheum. 1990; 33: 160-172
World Health Organization: Global database on body mass index. An interactive surveillance tool for monitoring nutrition transition. Available at: http://apps.who.int/bmi/.
- Are missing outcome data adequately handled? A review of published randomized controlled trials in major medical journals.Clin Trials. 2004; 1: 368-376
- Relationship between body mass index and fibromyalgia features.Scand J Rheumatol. 2002; 31: 27-31
- The hospital anxiety and depression scale.Acta Psychiatr Scand. 1983; 67: 361-370
Article info
Publication history
Published online: August 27, 2016
Footnotes
The authors have no conflicts of interest to declare.
Supplementary data accompanying this article are available online at www.jpain.org and www.sciencedirect.com.
Identification
Copyright
© 2016 by the American Pain Society