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
.jpg)
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/274594
Ver los metadatos del registro completo
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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 |
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2025-07 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
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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 |
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eng |
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eng |
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