TY - JOUR
T1 - Pain rates in general population for the period 1991-2015 and 10-years prediction
T2 - Results from a multi-continent age-period-cohort analysis
AU - Guido, Davide
AU - Leonardi, Matilde
AU - Mellor-Marsá, Blanca
AU - Moneta, Maria V.
AU - Sanchez-Niubo, Albert
AU - Tyrovolas, Stefanos
AU - Giné-Vázquez, Iago
AU - Haro, Josep M.
AU - Chatterji, Somnath
AU - Bobak, Martin
AU - Ayuso-Mateos, Jose L.
AU - Arndt, Holger
AU - Koupil, Ilona
AU - Bickenbach, Jerome
AU - Koskinen, Seppo
AU - Tobiasz-Adamczyk, Beata
AU - Panagiotakos, Demosthenes
AU - Raggi, Alberto
N1 - Publisher Copyright:
© 2020 The Author(s).
PY - 2020/5/13
Y1 - 2020/5/13
N2 - Background: Pain is a common symptom, often associated with neurological and musculoskeletal conditions, and experienced especially by females and by older people. The aims of this study are to evaluate the temporal variations of pain rates among general populations for the period 1991-2015 and to project 10-year pain rates. Methods: We used the harmonized dataset of ATHLOS project, which included 660,028 valid observations in the period 1990-2015 and we applied Bayesian age-period-cohort modeling to perform projections up to 2025. The harmonized Pain variable covers the content "self-reported pain experienced at the time of the interview", with a dichotomous (yes or no) modality. Results: Pain rates were higher among females, older subjects, in recent periods, and among observations referred to cohorts of subjects born between the 20s and the 60s. The 10-year projections indicate a noteworthy increase in pain rates in both genders and particularly among subjects aged 66 or over, for whom a 10-20% increase in pain rate is foreseen; among females only, a 10-15% increase in pain rates is foreseen for those aged 36-50. Conclusions: Projected increase in pain rates will require specific interventions by health and welfare systems, as pain is responsible for limited quality of subjective well-being, reduced employment rates and hampered work performance. Worksite and lifestyle interventions will therefore be needed to limit the impact of projected higher pain rates.
AB - Background: Pain is a common symptom, often associated with neurological and musculoskeletal conditions, and experienced especially by females and by older people. The aims of this study are to evaluate the temporal variations of pain rates among general populations for the period 1991-2015 and to project 10-year pain rates. Methods: We used the harmonized dataset of ATHLOS project, which included 660,028 valid observations in the period 1990-2015 and we applied Bayesian age-period-cohort modeling to perform projections up to 2025. The harmonized Pain variable covers the content "self-reported pain experienced at the time of the interview", with a dichotomous (yes or no) modality. Results: Pain rates were higher among females, older subjects, in recent periods, and among observations referred to cohorts of subjects born between the 20s and the 60s. The 10-year projections indicate a noteworthy increase in pain rates in both genders and particularly among subjects aged 66 or over, for whom a 10-20% increase in pain rate is foreseen; among females only, a 10-15% increase in pain rates is foreseen for those aged 36-50. Conclusions: Projected increase in pain rates will require specific interventions by health and welfare systems, as pain is responsible for limited quality of subjective well-being, reduced employment rates and hampered work performance. Worksite and lifestyle interventions will therefore be needed to limit the impact of projected higher pain rates.
KW - Bayesian age period cohort model
KW - Employment
KW - Headache disorders
KW - Musculoskeletal disorders
KW - Pain
KW - Projection
UR - http://www.scopus.com/inward/record.url?scp=85084627443&partnerID=8YFLogxK
U2 - 10.1186/s10194-020-01108-3
DO - 10.1186/s10194-020-01108-3
M3 - Article
C2 - 32404046
AN - SCOPUS:85084627443
SN - 1129-2369
VL - 21
SP - 1
EP - 11
JO - Journal of Headache and Pain
JF - Journal of Headache and Pain
IS - 1
M1 - 52
ER -