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Obesity and health service utilization in Brazil: data from the National Health Survey

BACKGROUND: Obesity, a complex public health problem, is generally associated with other chronic diseases. The association of obesity with health service utilization has been little investigated in low- and middle-income countries. This study aimed to analyze the association between obesity and heal...

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Autores principales: Rimes-Dias, Karina Abibi, Costa, Janaina Calu, Canella, Daniela Silva
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344684/
https://www.ncbi.nlm.nih.gov/pubmed/35918692
http://dx.doi.org/10.1186/s12889-022-13906-2
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author Rimes-Dias, Karina Abibi
Costa, Janaina Calu
Canella, Daniela Silva
author_facet Rimes-Dias, Karina Abibi
Costa, Janaina Calu
Canella, Daniela Silva
author_sort Rimes-Dias, Karina Abibi
collection PubMed
description BACKGROUND: Obesity, a complex public health problem, is generally associated with other chronic diseases. The association of obesity with health service utilization has been little investigated in low- and middle-income countries. This study aimed to analyze the association between obesity and health service utilization (considering those services related to hypertension and/or diabetes). METHODS: A cross-sectional, nationally-representative, study of Brazilians aged ≥18 years was conducted. Data from the National Health Survey (2013) for 59,402 individuals were analyzed, including measured weight and height. The association between body mass index (BMI) category (under/normal weight, overweight, and obesity) and health service utilization due to hypertension and/or diabetes was investigated using Poisson regression models (crude and adjusted). To analyze the health services utilization, the following variables were considered: 1) routine visits to a general doctor or health service; 2) referrals/consultations with a specialist; 3) prescribed exams done; and 4) hospital admission due to the disease or related complication. All analyses were stratified by sex. RESULTS: Compared with under/normal-weight individuals, subjects with obesity (both male and female) made roughly double the use of all health care services assessed. Men with hypertension that had obesity had a higher risk of hospital admission (adjusted PR = 2.55; 95%CI 1.81–3.61), than those with under/normal weight. Women with diabetes that had obesity had more referrals/consultations with specialists (adjusted PR = 2.56; 95%CI 1.94–3.38), than those with under/normal weight. CONCLUSIONS: The presence of obesity was associated with increased use of health care services for hypertension and/or diabetes, indicating greater demand for human resources and materials, and a greater burden on the national health system. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-13906-2.
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spelling pubmed-93446842022-08-03 Obesity and health service utilization in Brazil: data from the National Health Survey Rimes-Dias, Karina Abibi Costa, Janaina Calu Canella, Daniela Silva BMC Public Health Research BACKGROUND: Obesity, a complex public health problem, is generally associated with other chronic diseases. The association of obesity with health service utilization has been little investigated in low- and middle-income countries. This study aimed to analyze the association between obesity and health service utilization (considering those services related to hypertension and/or diabetes). METHODS: A cross-sectional, nationally-representative, study of Brazilians aged ≥18 years was conducted. Data from the National Health Survey (2013) for 59,402 individuals were analyzed, including measured weight and height. The association between body mass index (BMI) category (under/normal weight, overweight, and obesity) and health service utilization due to hypertension and/or diabetes was investigated using Poisson regression models (crude and adjusted). To analyze the health services utilization, the following variables were considered: 1) routine visits to a general doctor or health service; 2) referrals/consultations with a specialist; 3) prescribed exams done; and 4) hospital admission due to the disease or related complication. All analyses were stratified by sex. RESULTS: Compared with under/normal-weight individuals, subjects with obesity (both male and female) made roughly double the use of all health care services assessed. Men with hypertension that had obesity had a higher risk of hospital admission (adjusted PR = 2.55; 95%CI 1.81–3.61), than those with under/normal weight. Women with diabetes that had obesity had more referrals/consultations with specialists (adjusted PR = 2.56; 95%CI 1.94–3.38), than those with under/normal weight. CONCLUSIONS: The presence of obesity was associated with increased use of health care services for hypertension and/or diabetes, indicating greater demand for human resources and materials, and a greater burden on the national health system. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-13906-2. BioMed Central 2022-08-02 /pmc/articles/PMC9344684/ /pubmed/35918692 http://dx.doi.org/10.1186/s12889-022-13906-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Rimes-Dias, Karina Abibi
Costa, Janaina Calu
Canella, Daniela Silva
Obesity and health service utilization in Brazil: data from the National Health Survey
title Obesity and health service utilization in Brazil: data from the National Health Survey
title_full Obesity and health service utilization in Brazil: data from the National Health Survey
title_fullStr Obesity and health service utilization in Brazil: data from the National Health Survey
title_full_unstemmed Obesity and health service utilization in Brazil: data from the National Health Survey
title_short Obesity and health service utilization in Brazil: data from the National Health Survey
title_sort obesity and health service utilization in brazil: data from the national health survey
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344684/
https://www.ncbi.nlm.nih.gov/pubmed/35918692
http://dx.doi.org/10.1186/s12889-022-13906-2
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