Chronic pain in the Chilean population: risk factors prevalence and cognitive associations

Autores
Hernández, Hernán; Ochoa Rosales, Carolina; Ibáñez, Agustín; Oyanadel, Lorena; Olavarria, Loreto; Marín Díaz, Nickole; Caviedes, Ariel; Hazelton, Jessica L.; Ramos, Teresita; Santamaria Garcia, Hernando; Custodio, Nilton; Montesinos, Rosa; Bruno, Martin; Avila Funes, Jose A.; Matallana, Diana; Cruz, Rolando de la; Petermann Rocha, Fanny; Slachevsky, Andrea; Duran Aniotz, Claudia; Gonzalez Silva, Carolina
Año de publicación
2025
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Chronic pain (CP) is a global public health issue and a critical factor in the aging process. Chile, as one of the most aged countries in Latin America, presents a unique context for exploring CP and its associated factors. Despite its significance in aging, previous studies in the region often fail to comprehensively address key variables such as age, income, mood, mobility, diet, and cognitive skills, nor do they systematically investigate the relationship between CP and cognitive impairment. This study presents a comprehensive analysis of CP prevalence, related sociodemographic and health variables, and its link to cognitive impairment, using representative data of the Chilean population 15 years and older from the 2009–2010 and 2016–2017 Chilean National Health Surveys (CNHS). In the expanded sample of 12,791,542 and 13,399,937 individuals respectively, the overall prevalence of CP was 46.0% in the 2009–2010 CNHS and 28.9% in the 2016–2017 CNHS, with prevalence increasing with age. CP ranged from 26.6% among individuals aged 15–24 years to 59.9% among those aged 65–80 years in the 2009–2010 CNHS, and from 16.6% to 40.2% in the 2016–2017 CNHS. Female participants consistently reported higher CP rates, with significantly higher prevalence than males across age groups 15–64 years. Using complex survey logistic regression analyses, we identified several factors that were significantly associated with CP, including reduced mobility, depression, anxiety, socioeconomic disadvantage, and lower educational attainment. Machine learning techniques were employed to classify CP and non-CP cases, providing a nuanced understanding of the complex interplay between factors that influence CP. In a secondary analysis among those 60 years and older, no significant difference in CP prevalence was observed between individuals with and without cognitive impairment measured with an abbreviated MiniMental State Examination test. However, those with cognitive impairment tended to report pain in a greater number of anatomical sites. This study provides the first nationally representative evidence of CP in Chile in relation to age, income, mood, mobility, diet, and cognitive performance. These findings contribute to the understanding of CP as a public health issue in Latin America. The study underscores the need for targeted interventions to promote healthy longevity and reduce the burden of chronic diseases in aging populations.
Fil: Hernández, Hernán. Universidad Adolfo Ibañez; Chile
Fil: Ochoa Rosales, Carolina. Universidad Adolfo Ibañez; Chile. Radboud Universiteit Nijmegen; Países Bajos
Fil: Ibáñez, Agustín. Trinity College; Estados Unidos. Universidad Adolfo Ibañez; Chile. University of California; Estados Unidos. Universidad de San Andrés; Argentina
Fil: Oyanadel, Lorena. Pontificia Universidad Católica de Chile; Chile
Fil: Olavarria, Loreto. Universidad Mayor; Chile. Universidad de Chile; Chile
Fil: Marín Díaz, Nickole. Universidad Adolfo Ibañez; Chile
Fil: Caviedes, Ariel. Universidad Adolfo Ibañez; Chile
Fil: Hazelton, Jessica L.. Universidad Adolfo Ibañez; Chile. University of Sydney; Australia
Fil: Ramos, Teresita. Universidad Finisterrae; Chile. Hospital del Salvador; Chile
Fil: Santamaria Garcia, Hernando. University of California; Estados Unidos. Pontificia Universidad Javeriana; Colombia. Hospital Universitario San Ignacio Bogotá; Colombia. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Custodio, Nilton. Instituto Peruano de Neurociencias; Perú
Fil: Montesinos, Rosa. Instituto Peruano de Neurociencias; Perú
Fil: Bruno, Martin. Universidad Católica de Cuyo - Sede San Juan; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Avila Funes, Jose A.. L’Institut National de la Santé et de la Recherche Médicale; Francia. Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán; México
Fil: Matallana, Diana. Hospital Universitario San Ignacio Bogotá; Colombia. Pontificia Universidad Javeriana; Colombia
Fil: Cruz, Rolando de la. Universidad Adolfo Ibañez; Chile. Data Observatory Foundation; Chile
Fil: Petermann Rocha, Fanny. Universidad Diego Portales; Chile
Fil: Slachevsky, Andrea. Hospital del Salvador; Chile
Fil: Duran Aniotz, Claudia. Universidad Adolfo Ibañez; Chile
Fil: Gonzalez Silva, Carolina. Universidad Adolfo Ibañez; Chile
Materia
DOLOR
DEMENCIA
FACTORES DE RIESGO
VULNERABILIDAD
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/274594

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spelling Chronic pain in the Chilean population: risk factors prevalence and cognitive associationsHernández, HernánOchoa Rosales, CarolinaIbáñez, AgustínOyanadel, LorenaOlavarria, LoretoMarín Díaz, NickoleCaviedes, ArielHazelton, Jessica L.Ramos, TeresitaSantamaria Garcia, HernandoCustodio, NiltonMontesinos, RosaBruno, MartinAvila Funes, Jose A.Matallana, DianaCruz, Rolando de laPetermann Rocha, FannySlachevsky, AndreaDuran Aniotz, ClaudiaGonzalez Silva, CarolinaDOLORDEMENCIAFACTORES DE RIESGOVULNERABILIDADhttps://purl.org/becyt/ford/3.5https://purl.org/becyt/ford/3Chronic pain (CP) is a global public health issue and a critical factor in the aging process. Chile, as one of the most aged countries in Latin America, presents a unique context for exploring CP and its associated factors. Despite its significance in aging, previous studies in the region often fail to comprehensively address key variables such as age, income, mood, mobility, diet, and cognitive skills, nor do they systematically investigate the relationship between CP and cognitive impairment. This study presents a comprehensive analysis of CP prevalence, related sociodemographic and health variables, and its link to cognitive impairment, using representative data of the Chilean population 15 years and older from the 2009–2010 and 2016–2017 Chilean National Health Surveys (CNHS). In the expanded sample of 12,791,542 and 13,399,937 individuals respectively, the overall prevalence of CP was 46.0% in the 2009–2010 CNHS and 28.9% in the 2016–2017 CNHS, with prevalence increasing with age. CP ranged from 26.6% among individuals aged 15–24 years to 59.9% among those aged 65–80 years in the 2009–2010 CNHS, and from 16.6% to 40.2% in the 2016–2017 CNHS. Female participants consistently reported higher CP rates, with significantly higher prevalence than males across age groups 15–64 years. Using complex survey logistic regression analyses, we identified several factors that were significantly associated with CP, including reduced mobility, depression, anxiety, socioeconomic disadvantage, and lower educational attainment. Machine learning techniques were employed to classify CP and non-CP cases, providing a nuanced understanding of the complex interplay between factors that influence CP. In a secondary analysis among those 60 years and older, no significant difference in CP prevalence was observed between individuals with and without cognitive impairment measured with an abbreviated MiniMental State Examination test. However, those with cognitive impairment tended to report pain in a greater number of anatomical sites. This study provides the first nationally representative evidence of CP in Chile in relation to age, income, mood, mobility, diet, and cognitive performance. These findings contribute to the understanding of CP as a public health issue in Latin America. The study underscores the need for targeted interventions to promote healthy longevity and reduce the burden of chronic diseases in aging populations.Fil: Hernández, Hernán. Universidad Adolfo Ibañez; ChileFil: Ochoa Rosales, Carolina. Universidad Adolfo Ibañez; Chile. Radboud Universiteit Nijmegen; Países BajosFil: Ibáñez, Agustín. Trinity College; Estados Unidos. Universidad Adolfo Ibañez; Chile. University of California; Estados Unidos. Universidad de San Andrés; ArgentinaFil: Oyanadel, Lorena. Pontificia Universidad Católica de Chile; ChileFil: Olavarria, Loreto. Universidad Mayor; Chile. Universidad de Chile; ChileFil: Marín Díaz, Nickole. Universidad Adolfo Ibañez; ChileFil: Caviedes, Ariel. Universidad Adolfo Ibañez; ChileFil: Hazelton, Jessica L.. Universidad Adolfo Ibañez; Chile. University of Sydney; AustraliaFil: Ramos, Teresita. Universidad Finisterrae; Chile. Hospital del Salvador; ChileFil: Santamaria Garcia, Hernando. University of California; Estados Unidos. Pontificia Universidad Javeriana; Colombia. Hospital Universitario San Ignacio Bogotá; Colombia. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Custodio, Nilton. Instituto Peruano de Neurociencias; PerúFil: Montesinos, Rosa. Instituto Peruano de Neurociencias; PerúFil: Bruno, Martin. Universidad Católica de Cuyo - Sede San Juan; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Avila Funes, Jose A.. L’Institut National de la Santé et de la Recherche Médicale; Francia. Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán; MéxicoFil: Matallana, Diana. Hospital Universitario San Ignacio Bogotá; Colombia. Pontificia Universidad Javeriana; ColombiaFil: Cruz, Rolando de la. Universidad Adolfo Ibañez; Chile. Data Observatory Foundation; ChileFil: Petermann Rocha, Fanny. Universidad Diego Portales; ChileFil: Slachevsky, Andrea. Hospital del Salvador; ChileFil: Duran Aniotz, Claudia. Universidad Adolfo Ibañez; ChileFil: Gonzalez Silva, Carolina. Universidad Adolfo Ibañez; ChileFrontiers Media2025-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/274594Hernández, Hernán; Ochoa Rosales, Carolina; Ibáñez, Agustín; Oyanadel, Lorena; Olavarria, Loreto; et al.; Chronic pain in the Chilean population: risk factors prevalence and cognitive associations; Frontiers Media; Frontiers in Aging; 6; 7-2025; 1-132673-6217CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.frontiersin.org/articles/10.3389/fragi.2025.1548667/fullinfo:eu-repo/semantics/altIdentifier/doi/10.3389/fragi.2025.1548667info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-11-12T09:42:09Zoai:ri.conicet.gov.ar:11336/274594instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-11-12 09:42:10.147CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
title Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
spellingShingle Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
Hernández, Hernán
DOLOR
DEMENCIA
FACTORES DE RIESGO
VULNERABILIDAD
title_short Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
title_full Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
title_fullStr Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
title_full_unstemmed Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
title_sort Chronic pain in the Chilean population: risk factors prevalence and cognitive associations
dc.creator.none.fl_str_mv Hernández, Hernán
Ochoa Rosales, Carolina
Ibáñez, Agustín
Oyanadel, Lorena
Olavarria, Loreto
Marín Díaz, Nickole
Caviedes, Ariel
Hazelton, Jessica L.
Ramos, Teresita
Santamaria Garcia, Hernando
Custodio, Nilton
Montesinos, Rosa
Bruno, Martin
Avila Funes, Jose A.
Matallana, Diana
Cruz, Rolando de la
Petermann Rocha, Fanny
Slachevsky, Andrea
Duran Aniotz, Claudia
Gonzalez Silva, Carolina
author Hernández, Hernán
author_facet Hernández, Hernán
Ochoa Rosales, Carolina
Ibáñez, Agustín
Oyanadel, Lorena
Olavarria, Loreto
Marín Díaz, Nickole
Caviedes, Ariel
Hazelton, Jessica L.
Ramos, Teresita
Santamaria Garcia, Hernando
Custodio, Nilton
Montesinos, Rosa
Bruno, Martin
Avila Funes, Jose A.
Matallana, Diana
Cruz, Rolando de la
Petermann Rocha, Fanny
Slachevsky, Andrea
Duran Aniotz, Claudia
Gonzalez Silva, Carolina
author_role author
author2 Ochoa Rosales, Carolina
Ibáñez, Agustín
Oyanadel, Lorena
Olavarria, Loreto
Marín Díaz, Nickole
Caviedes, Ariel
Hazelton, Jessica L.
Ramos, Teresita
Santamaria Garcia, Hernando
Custodio, Nilton
Montesinos, Rosa
Bruno, Martin
Avila Funes, Jose A.
Matallana, Diana
Cruz, Rolando de la
Petermann Rocha, Fanny
Slachevsky, Andrea
Duran Aniotz, Claudia
Gonzalez Silva, Carolina
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv DOLOR
DEMENCIA
FACTORES DE RIESGO
VULNERABILIDAD
topic DOLOR
DEMENCIA
FACTORES DE RIESGO
VULNERABILIDAD
purl_subject.fl_str_mv https://purl.org/becyt/ford/3.5
https://purl.org/becyt/ford/3
dc.description.none.fl_txt_mv Chronic pain (CP) is a global public health issue and a critical factor in the aging process. Chile, as one of the most aged countries in Latin America, presents a unique context for exploring CP and its associated factors. Despite its significance in aging, previous studies in the region often fail to comprehensively address key variables such as age, income, mood, mobility, diet, and cognitive skills, nor do they systematically investigate the relationship between CP and cognitive impairment. This study presents a comprehensive analysis of CP prevalence, related sociodemographic and health variables, and its link to cognitive impairment, using representative data of the Chilean population 15 years and older from the 2009–2010 and 2016–2017 Chilean National Health Surveys (CNHS). In the expanded sample of 12,791,542 and 13,399,937 individuals respectively, the overall prevalence of CP was 46.0% in the 2009–2010 CNHS and 28.9% in the 2016–2017 CNHS, with prevalence increasing with age. CP ranged from 26.6% among individuals aged 15–24 years to 59.9% among those aged 65–80 years in the 2009–2010 CNHS, and from 16.6% to 40.2% in the 2016–2017 CNHS. Female participants consistently reported higher CP rates, with significantly higher prevalence than males across age groups 15–64 years. Using complex survey logistic regression analyses, we identified several factors that were significantly associated with CP, including reduced mobility, depression, anxiety, socioeconomic disadvantage, and lower educational attainment. Machine learning techniques were employed to classify CP and non-CP cases, providing a nuanced understanding of the complex interplay between factors that influence CP. In a secondary analysis among those 60 years and older, no significant difference in CP prevalence was observed between individuals with and without cognitive impairment measured with an abbreviated MiniMental State Examination test. However, those with cognitive impairment tended to report pain in a greater number of anatomical sites. This study provides the first nationally representative evidence of CP in Chile in relation to age, income, mood, mobility, diet, and cognitive performance. These findings contribute to the understanding of CP as a public health issue in Latin America. The study underscores the need for targeted interventions to promote healthy longevity and reduce the burden of chronic diseases in aging populations.
Fil: Hernández, Hernán. Universidad Adolfo Ibañez; Chile
Fil: Ochoa Rosales, Carolina. Universidad Adolfo Ibañez; Chile. Radboud Universiteit Nijmegen; Países Bajos
Fil: Ibáñez, Agustín. Trinity College; Estados Unidos. Universidad Adolfo Ibañez; Chile. University of California; Estados Unidos. Universidad de San Andrés; Argentina
Fil: Oyanadel, Lorena. Pontificia Universidad Católica de Chile; Chile
Fil: Olavarria, Loreto. Universidad Mayor; Chile. Universidad de Chile; Chile
Fil: Marín Díaz, Nickole. Universidad Adolfo Ibañez; Chile
Fil: Caviedes, Ariel. Universidad Adolfo Ibañez; Chile
Fil: Hazelton, Jessica L.. Universidad Adolfo Ibañez; Chile. University of Sydney; Australia
Fil: Ramos, Teresita. Universidad Finisterrae; Chile. Hospital del Salvador; Chile
Fil: Santamaria Garcia, Hernando. University of California; Estados Unidos. Pontificia Universidad Javeriana; Colombia. Hospital Universitario San Ignacio Bogotá; Colombia. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Custodio, Nilton. Instituto Peruano de Neurociencias; Perú
Fil: Montesinos, Rosa. Instituto Peruano de Neurociencias; Perú
Fil: Bruno, Martin. Universidad Católica de Cuyo - Sede San Juan; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Avila Funes, Jose A.. L’Institut National de la Santé et de la Recherche Médicale; Francia. Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán; México
Fil: Matallana, Diana. Hospital Universitario San Ignacio Bogotá; Colombia. Pontificia Universidad Javeriana; Colombia
Fil: Cruz, Rolando de la. Universidad Adolfo Ibañez; Chile. Data Observatory Foundation; Chile
Fil: Petermann Rocha, Fanny. Universidad Diego Portales; Chile
Fil: Slachevsky, Andrea. Hospital del Salvador; Chile
Fil: Duran Aniotz, Claudia. Universidad Adolfo Ibañez; Chile
Fil: Gonzalez Silva, Carolina. Universidad Adolfo Ibañez; Chile
description Chronic pain (CP) is a global public health issue and a critical factor in the aging process. Chile, as one of the most aged countries in Latin America, presents a unique context for exploring CP and its associated factors. Despite its significance in aging, previous studies in the region often fail to comprehensively address key variables such as age, income, mood, mobility, diet, and cognitive skills, nor do they systematically investigate the relationship between CP and cognitive impairment. This study presents a comprehensive analysis of CP prevalence, related sociodemographic and health variables, and its link to cognitive impairment, using representative data of the Chilean population 15 years and older from the 2009–2010 and 2016–2017 Chilean National Health Surveys (CNHS). In the expanded sample of 12,791,542 and 13,399,937 individuals respectively, the overall prevalence of CP was 46.0% in the 2009–2010 CNHS and 28.9% in the 2016–2017 CNHS, with prevalence increasing with age. CP ranged from 26.6% among individuals aged 15–24 years to 59.9% among those aged 65–80 years in the 2009–2010 CNHS, and from 16.6% to 40.2% in the 2016–2017 CNHS. Female participants consistently reported higher CP rates, with significantly higher prevalence than males across age groups 15–64 years. Using complex survey logistic regression analyses, we identified several factors that were significantly associated with CP, including reduced mobility, depression, anxiety, socioeconomic disadvantage, and lower educational attainment. Machine learning techniques were employed to classify CP and non-CP cases, providing a nuanced understanding of the complex interplay between factors that influence CP. In a secondary analysis among those 60 years and older, no significant difference in CP prevalence was observed between individuals with and without cognitive impairment measured with an abbreviated MiniMental State Examination test. However, those with cognitive impairment tended to report pain in a greater number of anatomical sites. This study provides the first nationally representative evidence of CP in Chile in relation to age, income, mood, mobility, diet, and cognitive performance. These findings contribute to the understanding of CP as a public health issue in Latin America. The study underscores the need for targeted interventions to promote healthy longevity and reduce the burden of chronic diseases in aging populations.
publishDate 2025
dc.date.none.fl_str_mv 2025-07
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
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info:ar-repo/semantics/articulo
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status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/274594
Hernández, Hernán; Ochoa Rosales, Carolina; Ibáñez, Agustín; Oyanadel, Lorena; Olavarria, Loreto; et al.; Chronic pain in the Chilean population: risk factors prevalence and cognitive associations; Frontiers Media; Frontiers in Aging; 6; 7-2025; 1-13
2673-6217
CONICET Digital
CONICET
url http://hdl.handle.net/11336/274594
identifier_str_mv Hernández, Hernán; Ochoa Rosales, Carolina; Ibáñez, Agustín; Oyanadel, Lorena; Olavarria, Loreto; et al.; Chronic pain in the Chilean population: risk factors prevalence and cognitive associations; Frontiers Media; Frontiers in Aging; 6; 7-2025; 1-13
2673-6217
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
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