Physical/functional rehabilitation in Brazil: spatiotemporal analysis of the offer in the Public Healthcare System
The complex epidemiological profile of Brazil, the aging population and the proportion of individuals with disabilities have led to a substantial increase in the demand for rehabilitation. The spatiotemporal distribution of the offer of physiotherapy, speech therapy and occupational therapy in the B...
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Published in: | Ciência & saude coletiva Vol. 28; no. 2; pp. 373 - 383 |
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Associacao Brasileira de Pos-Graduacao em Saude Coletiva - ABRASCO
01-02-2023
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Abstract | The complex epidemiological profile of Brazil, the aging population and the proportion of individuals with disabilities have led to a substantial increase in the demand for rehabilitation. The spatiotemporal distribution of the offer of physiotherapy, speech therapy and occupational therapy in the Brazilian public healthcare system from 2007 to 2019 was analyzed for the five macro-regions of the country. Data from the National Register of Health Establishments and census estimates from the Brazilian Institute of Geography and Statistics were used. Indicators of the offer of professionals in these fields services and relative changes in the offer were calculated. The spatial distribution of the relative change in the offer was also determined. A regression model with inflection points was adopted for the analysis of the temporal trend. A growing temporal trend was found in the offer of the three professionals in Brazil as a whole and in all regions of the country, but with a slowdown in growth. Differences were observed in the offer among the regions of the country, revealing healthcare inequality that needs to be overcome. The present findings can assist in planning to expand access to rehabilitation services in the country. |
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AbstractList | Abstract The complex epidemiological profile of Brazil, the aging population and the proportion of individuals with disabilities have led to a substantial increase in the demand for rehabilitation. The spatiotemporal distribution of the offer of physiotherapy, speech therapy and occupational therapy in the Brazilian public healthcare system from 2007 to 2019 was analyzed for the five macro-regions of the country. Data from the National Register of Health Establishments and census estimates from the Brazilian Institute of Geography and Statistics were used. Indicators of the offer of professionals in these fields services and relative changes in the offer were calculated. The spatial distribution of the relative change in the offer was also determined. A regression model with inflection points was adopted for the analysis of the temporal trend. A growing temporal trend was found in the offer of the three professionals in Brazil as a whole and in all regions of the country, but with a slowdown in growth. Differences were observed in the offer among the regions of the country, revealing healthcare inequality that needs to be overcome. The present findings can assist in planning to expand access to rehabilitation services in the country.
Resumo O complexo perfil epidemiológico do país, o envelhecimento populacional e a proporção de pessoas com deficiência apontam para o aumento substancial da demanda por reabilitação. Nesse contexto, foi analisada a distribuição espaço-temporal da oferta de profissionais de fisioterapia, fonoaudiologia e terapia ocupacional no Sistema Único de Saúde (SUS) de 2007 a 2019 nas cinco regiões do Brasil. Foram utilizados dados do Cadastro Nacional de Estabelecimentos em Saúde, as estimativas censitárias do Instituto Brasileiro de Geografia e Estatística e calculados os indicadores da oferta potencial de profissionais e sua evolução relativa. Foi realizada a distribuição espacial da evolução relativa da oferta potencial de profissionais. Para a análise da tendência temporal, adotou-se o modelo de regressão por pontos de inflexão. Houve tendência temporal crescente na oferta potencial das três categorias profissionais no Brasil e em todas as regiões, mas com uma desaceleração do crescimento. Observaram-se diferenciais entre as profissões e as regiões do país, representando um quadro de desigualdade de oferta que precisa ser superado. Resultados que podem subsidiar o controle social e o planejamento nacional para a ampliação do acesso aos serviços de reabilitação The complex epidemiological profile of Brazil, the aging population and the proportion of individuals with disabilities have led to a substantial increase in the demand for rehabilitation. The spatiotemporal distribution of the offer of physiotherapy, speech therapy and occupational therapy in the Brazilian public healthcare system from 2007 to 2019 was analyzed for the five macro-regions of the country. Data from the National Register of Health Establishments and census estimates from the Brazilian Institute of Geography and Statistics were used. Indicators of the offer of professionals in these fields services and relative changes in the offer were calculated. The spatial distribution of the relative change in the offer was also determined. A regression model with inflection points was adopted for the analysis of the temporal trend. A growing temporal trend was found in the offer of the three professionals in Brazil as a whole and in all regions of the country, but with a slowdown in growth. Differences were observed in the offer among the regions of the country, revealing healthcare inequality that needs to be overcome. The present findings can assist in planning to expand access to rehabilitation services in the country. Key words Physiotherapy, Speech therapy, Rehabilitation, Public Healthcare System, Occupational therapy, Time series studies The complex epidemiological profile of Brazil, the aging population and the proportion of individuals with disabilities have led to a substantial increase in the demand for rehabilitation. The spatiotemporal distribution of the offer of physiotherapy, speech therapy and occupational therapy in the Brazilian public healthcare system from 2007 to 2019 was analyzed for the five macro-regions of the country. Data from the National Register of Health Establishments and census estimates from the Brazilian Institute of Geography and Statistics were used. Indicators of the offer of professionals in these fields services and relative changes in the offer were calculated. The spatial distribution of the relative change in the offer was also determined. A regression model with inflection points was adopted for the analysis of the temporal trend. A growing temporal trend was found in the offer of the three professionals in Brazil as a whole and in all regions of the country, but with a slowdown in growth. Differences were observed in the offer among the regions of the country, revealing healthcare inequality that needs to be overcome. The present findings can assist in planning to expand access to rehabilitation services in the country. |
Audience | Academic |
Author | Silva, Vanessa de Lima Miranda, Gabriella Morais Duarte Nascimento, Cynthia Maria Barboza do Vilela, Mirella Bezerra Rodrigues Sousa, Fabiana de Oliveira Silva Gomes, Suzy Maria Lima, Maria Luiza Lopes Timóteo de |
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References | Cabrera MFB (ref25) 2018; 42 Balasco AGS (ref5) 2019; 72 Albuquerque MV (ref26) 2017; 22 Bispo Júnior JP (ref24) 2009; 16 Loyola EAC (ref1) 2017; 26 ref2 (ref15) 2020 Caetano LA (ref7) 2018; 29 Silva RPM (ref14) 2021; 33 (ref10) 2011 Pereira JS (ref11) 2015; 26 Brocardo D (ref21) 2018; 42 Rodes CH (ref8) 2017; 24 (ref13) 2017 Carvalho MN (ref17) 2018; 23 Szwarcwald CL (ref29) 2020; 18 Matsumura ESS (ref19) 2018; 25 Oliveira RAD (ref27) 2019; 35 Silva RAS (ref28) 2020; 28 (ref3) 2021 (ref20) 2017 Costa DRT (ref16) 2021; 26 Goulart BNG (ref4) 2020; 32 Garnelo L (ref18) 2018; 42 Lemos CAG (ref6) 2013; 16 Caetano LA (ref12) 2018; 29 Tavares LRC (ref22) 2016; 15 Marques AP (ref23) 1994; 1 Melo EA (ref9) 2018; 42 |
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SubjectTerms | Aged Brazil Delivery of Health Care Disabled Persons - rehabilitation Discrimination in medical care Epidemiology Health care disparities Humans Occupational therapy Physical therapy Physical Therapy Modalities Spatio-Temporal Analysis Speech therapy Therapeutics, Physiological |
Title | Physical/functional rehabilitation in Brazil: spatiotemporal analysis of the offer in the Public Healthcare System |
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