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BACKGROUND: In ageing populations, multimorbidity is a complex challenge to health systems, especially when the individuals have both mental and physical morbidities. Although a regular source of primary care (RSPC) is associated with better health outcomes, its relation with health service utilisation in elderly patients with mental-physical multimorbidity (MP-MM) is scarce. OBJECTIVE: This study explored the relations among health service utilisation, presence of RSPC and MP-MM among elderly Brazilians. METHODS: A national cross-sectional study performed with data from national representative samples from the Brazilian National Health Research (PNS, in Portuguese; Pesquisa Nacional de Saúde) carried out in 2013 with 11,177 elderly Brazilian people. MP-MM was defined as the presence of two or more morbidities, including at least one mental morbidity, and was evaluated using a list of 16 physical and mental morbidities. The RSPC was analysed by the presence of regular font of care in primary care and health service utilisation according to the demand for health services ≤ 15 days, medical consultation ≤ 12 months, and hospitalisation ≤ 1 year. Frequency description of variables and bivariate association were performed using Stata v.15.2 software. RESULTS: The majority of individuals was female (56.4%), and their mean age was 69.8 years. The observed prevalence of MP-MM was 12.2%. Individuals with MP-MM had higher utilisation of health services when compared to those without MP-MM. RSPC was present at 36.5% and was higher in women (37.8% vs. 34.9%). There was a lower occurrence of hospitalisation ≤ 1 year among MP-MM individuals with RSPC and without a private plan of health. CONCLUSION: Our findings demonstrate that RSPC can be an important component of care in elderly individuals with MP-MM because it was associated with lower occurrence of hospitalisation, mainly in those that have not a private plan of health. Longitudinal studies are necessary to confirm these findings.

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OBJECTIVE: To assess association between multimorbidity and use of health services in a population diagnosed with COVID-19, in southern Brazil. METHODS: This was a cross-sectional study with data from a longitudinal study carried out in the city of Rio Grande, Rio Grande do Sul, Brazil, in 2021 with all adult individuals diagnosed with COVID-19; descriptive analyses were performed and presented as proportions with 95% confidence intervals (95%CI); Poisson regression was performed and reported as prevalence ratios (PR) in order to assess association between multimorbidity (3 or more diseases) and healthcare service use. RESULTS: In total, 2,919 participants were included, of which 40.4% had multimorbidity (≥ 2 diseases); the adjusted results showed that individuals with multimorbidity were more likely to use most of the services assessed, PR = 3.21 (95%CI 1.40;7.37), for Emergency Rooms. CONCLUSION: Multimorbidity was associated with using different types of health services.

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Abstract Objective: To assess association between multimorbidity and use of health services in a population diagnosed with COVID-19, in southern Brazil. Methods: This was a cross-sectional study with data from a longitudinal study carried out in the city of Rio Grande, Rio Grande do Sul, Brazil, in 2021 with all adult individuals diagnosed with COVID-19; descriptive analyses were performed and presented as proportions with 95% confidence intervals (95%CI); Poisson regression was performed and reported as prevalence ratios (PR) in order to assess association between multimorbidity (3 or more diseases) and healthcare service use. Results: In total, 2,919 participants were included, of which 40.4% had multimorbidity (≥ 2 diseases); the adjusted results showed that individuals with multimorbidity were more likely to use most of the services assessed, PR = 3.21 (95%CI 1.40;7.37), for Emergency Rooms. Conclusion: Multimorbidity was associated with using different types of health services.

Resumen Objetivo: Analizar la asociación entre multimorbilidad y uso de servicios de salud en una población diagnosticada con COVID-19, en el Sur de Brasil. Métodos: Estudio transversal con datos de un estudio longitudinal realizado en la ciudad de Río Grande, Rio Grande do Sul, Brasil, en el año 2021, con todos los individuos adultos diagnosticados con COVID-19; se realizaron análisis descriptivos y se presentaron como proporciones con intervalos de confianza del 95% (IC95%); se realizó una regresión de Poisson y se informó como razón de prevalencia (PR). Resultados: En total se incluyeron 2.919 participantes, de los cuales el 40,4% presentaba multimorbilidad (≥ 2 doenças); los resultados ajustados mostraron que los individuos con multimorbilidad tenían mayor probabilidad de utilizar la mayoría de los servicios evaluados, RP = 3,21 (IC95% 1,40;7,37) para unidades Primeros auxilios. Conclusión: La multimorbilidad se asoció con el uso de diferentes tipos de servicios de salud.

Resumo Objetivo: Analisar a associação entre multimorbidade e uso de serviços de saúde em uma população diagnosticada com covid-19, no Sul do Brasil. Métodos: Estudo transversal, utilizando-se dados de um estudo longitudinal realizado na cidade de Rio Grande, estado do Rio Grande do Sul, Brasil, em 2021, com todos os indivíduos adultos diagnosticados com covid-19; análises descritivas foram realizadas e apresentadas como proporções com intervalos de confiança de 95% (IC95%); a regressão de Poisson foi realizada e relatada como razão de prevalências (RP), para avaliar a associação entre multimorbidade e utilização de serviços de saúde. Resultados: Dos 2.919 participantes, 40,4% apresentavam multimorbidade (≥ 2 doenças); os resultados ajustados mostraram que indivíduos com multimorbidade (3 ou mais doenças) apresentaram maior probabilidade de utilização da maioria dos serviços avaliados (RP = 3,21; IC95% 1,40;7,37) em unidades de pronto-socorro. Conclusão: A multimorbidade esteve associada à utilização de diferentes tipos de serviços de saúde.

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This study aimed to describe the prevalence of demand for health services among Brazilian adolescents and to investigate its association with contextual characteristics of the territory. Study with data from the Brazilian National Health Survey, conducted in 2019, including 43,774 individuals aged from 10 to 19 years. Adolescent's information was obtained through a proxy resident of 18 years or more who answered for all the residents of the household. Poisson regression was used to assess the demand for health services according to geopolitical region, economic status, and type of municipality. The interaction of the health insurance was also evaluated in these associations. Of the total, 11.7% (95%CI: 11.1; 12.3) of the adolescents sought health services in the two weeks prior to the survey. Greater figures of demand were observed in the Southeast (PR = 1.32; 95%CI: 1.15; 1.52) and South regions (PR = 1.31; 95%CI: 1.13; 1.52) compared to the Northern Region of Brazil. Having a health insurance increased the demand for services by adolescents living in rural areas and in capitals and the municipalities of the Metropolitan Areas and/or Integrated Development Regions. The study showed a low prevalence of demand for health services among adolescents and contextual inequalities for the geopolitical region. Having a health insurance was an important marker to understand the disparities in the economic status and in the type of municipality.

Os objetivos foram descrever a prevalência de procura por serviços de saúde entre adolescentes brasileiros e investigar sua associação com características contextuais do território. O estudo utilizou dados da Pesquisa Nacional de Saúde de 2019, realizada com 43.774 indivíduos de 10 a 19 anos. A informação do adolescente foi obtida por meio de um morador proxy de 18 anos ou mais que respondia por si e por todos os moradores da casa. A regressão de Poisson foi utilizada para avaliar a procura por serviços de saúde de acordo com região geopolítica, situação censitária e tipo de município. Também foi avaliada a interação da variável "plano de saúde" nessas associações. Do total, 11,7% (IC95%: 11,1; 12,3) dos adolescentes procuraram serviços de saúde nas duas semanas anteriores à pesquisa. Maiores prevalências de procura foram observadas nas regiões Sudeste (RP = 1,32; IC95%: 1,15; 1,52) e Sul (RP = 1,31; IC95%: 1,13; 1,52) em comparação à Região Norte do país. O acesso a plano de saúde aumentou a busca pelos serviços por adolescentes residentes nas áreas rurais e nas capitais e municípios das Regiões Metropolitanas e/ou Regiões Integradas de Desenvolvimento. O estudo evidenciou baixa prevalência de procura por serviços de saúde entre adolescentes e desigualdades contextuais para a região geopolítica. Ter plano de saúde foi um marcador importante para entender as disparidades na situação censitária e no tipo de município.

El objetivo de este estudio fue estimar la prevalencia de la demanda de servicios de salud entre los adolescentes brasileños e investigar su asociación con las características contextuales del territorio. Estudio con datos de la Encuesta Nacional de Salud, realizada en 2019 con 43.774 individuos de entre 10 y 19 años de edad. La información del adolescente se obtuvo de un residente proxy de 18 años o más que era responsable de sí mismo y de todos los residentes de la casa. La regresión de Poisson se utilizó para evaluar la demanda de servicios de salud según la región geopolítica, la situación en el censo y el tipo de municipio. También se evaluó la interacción de la variable seguro médico en estas asociaciones. Del total, el 11,7% (IC95%: 11,1; 12,3) de los adolescentes buscaron servicios de salud en las dos semanas previas a la encuesta. Se observó mayor prevalencia de demanda en las regiones Sudeste (RP = 1,32; IC95%: 1,15; 1,52) y Sur (RP = 1,31; IC95%: 1,13; 1,52) en comparación con el Norte del país. Tener un seguro médico incrementó la búsqueda de servicios por parte de los adolescentes que viven en áreas rurales y en las capitales y municipios de de las Regiones Metropolitanas y/o Regiones de Desarrollo Integrado. El estudio apuntó a una baja prevalencia de demanda de servicios de salud entre los adolescentes y desigualdades contextuales según la región geopolítica. Tener un seguro médico fue un marcador importante para comprender las disparidades según la situación del censo y el tipo de municipio.

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To investigate the prevalence of multimorbidity and complex multimorbidity and their association with sociodemographic and health variables in individuals with severe obesity. This is a baseline data analysis of 150 individuals with severe obesity (body mass index ≥ 35.0 kg/m2) aged 18-65 years. The outcomes were multimorbidity and complex multimorbidity. Sociodemographic, lifestyle, anthropometric and self-perceived health data were collected. Poisson multiple regression was conducted to identify multimorbidity risk factors. The frequency of two or more morbidities was 90.7%, three or more morbidities was 76.7%, and complex multimorbidity was 72.0%. Living with four or more household residents was associated with ≥ 3 morbidities and complex multimorbidity. Fair and very poor self-perceived health was associated with ≥ 2 morbidities, ≥ 3 morbidities and complex multimorbidity. A higher BMI range (45.0-65.0 kg/m2) was associated with ≥ 2 morbidities and ≥ 3 morbidities. Anxiety (82.7%), varicose veins of lower limbs (58.7%), hypertension (56.0%) were the most frequent morbidities, as well as the pairs and triads including them. The prevalence of multimorbidity and complex multimorbidity in individuals with severe obesity was higher and the risk for multimorbidity and complex multimorbidity increased in individuals living in households of four or more residents, with fair or poor/very poor self-perceived health and with a higher BMI.

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BACKGROUND: Although the association between multimorbidity (MM) and hospitalisation is known, the different effects of MM patterns by age and sex in this outcome needs to be elucidated. Our study aimed to analyse the association of hospitalisations' variables (occurrence, readmission, length of stay) and patterns of multimorbidity (MM) according to sex and age. METHODS: Data from 8.807 participants aged ≥ 50 years sourced from the baseline of the Brazilian Longitudinal Study of Ageing (ELSI-Brazil) were analysed. Multimorbidity was defined as ≥ 2 (MM2) and ≥ 3 (MM3) chronic conditions. Poisson regression was used to verify the association between the independent variables and hospitalisation according to sex and age group. Multiple linear regression models were constructed for the outcomes of readmission and length of stay. Ising models were used to estimate the networks of diseases and MM patterns. RESULTS: Regarding the risk of hospitalisation among those with MM2, we observed a positive association with male sex, age ≥ 75 years and women aged ≥ 75 years. For MM3, there was a positive association with hospitalisation among males. For the outcomes hospital readmission and length of stay, we observed a positive association with male sex and women aged ≥ 75 years. Network analysis identified two groups that are more strongly associated with occurrence of hospitalisation: the cardiovascular-cancer-glaucoma-cataract group stratified by sex and the neurodegenerative diseases-renal failure-haemorrhagic stroke group stratified by age group. CONCLUSION: We conclude that the association between hospitalisation, readmission, length of stay, and MM changes when sex and age group are considered. Differences were identified in the MM patterns associated with hospitalisation according to sex and age group.

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Objective To analyze the association of sleep duration and use of sleeping medication with multimorbidity. Materials and Methods We conducted a cross-sectional study using data from the Prospective Study about Mental and Physical Health (PAMPA) cohort. Multimorbidity was defined as the presence of two or more conditions from a list of twelve health problems. Descriptive analyses were performed considering proportion and its 95% confidence interval (95%CI). We performed logistic regression (to obtain odds ratios, ORs) to estimate the associations, including models adjusted for confounding factors. Results In total, 2,936 participants were included, 79,1% of them women, 54.2% aged between 18 and 39 years, and 88.9% with white skin color. Compared with regular sleep (seven to eight hours a day), five hours or less of sleep increased the odds of multimorbidity by 145% (95%CI: 1.90-3.14), and 9 hours or more of sleep increased the odds by 49% (95%CI: 1.14-1.95) for the crude model; the results remained significant even in the adjusted models. Discussion Consumption of sleeping medication was associated with multimorbidity. Short and prolonged sleep duration increased the odds of multimorbidity, regardless of the sociodemographic and behavior characteristics. The regular use of sleeping medication was also associated with multimorbidity. The results of the present study are important but require caution due to reverse causality, and longitudinal studies are needed to confirm the findings.

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OBJETIVO: To describe the initial baseline results of a population-based study, as well as a protocol in order to evaluate the performance of different machine learning algorithms with the objective of predicting the demand for urgent and emergency services in a representative sample of adults from the urban area of Pelotas, Southern Brazil. METHODS: The study is entitled "Emergency department use and Artificial Intelligence in PELOTAS (RS) (EAI PELOTAS)" (https://wp.ufpel.edu.br/eaipelotas/). Between September and December 2021, a baseline was carried out with participants. A follow-up was planned to be conducted after 12 months in order to assess the use of urgent and emergency services in the last year. Afterwards, machine learning algorithms will be tested to predict the use of urgent and emergency services over one year. RESULTS: In total, 5,722 participants answered the survey, mostly females (66.8%), with an average age of 50.3 years. The mean number of household people was 2.6. Most of the sample has white skin color and incomplete elementary school or less. Around 30% of the sample has obesity, 14% diabetes, and 39% hypertension. CONCLUSION: The present paper presented a protocol describing the steps that were and will be taken to produce a model capable of predicting the demand for urgent and emergency services in one year among residents of Pelotas, in Rio Grande do Sul state.

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This study aimed to review and quantify the association between overweight and obesity in the risk of multimorbidity among the general population. We conducted a systematic review and meta-analysis in the databases of Pubmed, Lilacs, Web of Science, Scopus, and Embase. We included cohort studies that assessed the association between overweight and/or obesity with the risk of multimorbidity. The Newcastle-Ottawa assessed the studies' individual quality. A random-effect model meta-analysis was performed to evaluate the association between overweight and obesity with the relative risk (RR) of multimorbidity; the I2 test evaluated heterogeneity. After excluding duplicates, we found 1.655 manuscripts, of which eight met the inclusion criteria. Of these, seven (87.5%) evidenced an increased risk of multimorbidity among subjects with overweight and/or obesity. Overall, we observed an increased risk of multimorbidity among subjects with overweight (RR: 1.26; CI95%: 1.12; 1.40, I2 = 98%) and obesity (RR: 1.99; CI95%: 1.45;2.72, I2 = 99%) compared to normal weight. According to the I2 test, the heterogeneities of the meta-analyses were high. The Newcastle-Ottawa scale showed that all studies were classified as high quality. Further longitudinal studies are needed, including different populations and stratifications by sex, age, and other variables.

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Introdução: O Diabetes Mellitus pode ocasionar inúmeras complicações crônicas ao longo do tempo. Dentre elas, destaca-se a neuropatia diabética que compreende um conjunto de doenças que atinge as fibras nervosas. Este estudo tem como objetivo descrever o grau de risco dos pés de pessoas com Diabetes Mellitus que utilizam insulina, residentes em um bairro da zona urbana de Pelotas, RS. Materiais e métodos: Trata-se de um estudo quantitativo descritivo. A coleta de dados ocorreu na zona norte da cidade de Pelotas, Rio Grande do Sul. A coleta de dados foi realizada na residência dos participantes, entre maio e junho de 2017, contou com a participação de 39 pessoas com pés com neuropatia por Diabetes Mellitus. Resultados: Os entrevistados tinham, predominantemente diabetes tipo 2, perfazendo 89,7%, sendo o tempo de diagnóstico, com o mínimo de 3 anos, até 40 anos de evolução da doença. Sobre a avaliação da neuropatia diabética, 43,6% apresentam dor ao caminhar. Dormência e perda de sensibilidade foi mencionado por 41%. Conclusão: Foi possível elencar o grau de risco para complicações nos pés de usuários com Diabetes Mellitus, esse achado demonstra a importância que as equipes de saúde têm na prevenção de doenças, assim como na promoção da saúde, evitando as ulcerações e posteriores, amputações.

Introduction: Diabetes Mellitus can cause numerous chronic complications over time. Among them, diabetic neuropathy stands out, which comprises a set of diseases that affect the nerve fibers. This study aims to describe the degree of risk of the feet of people with Diabetes Mellitus who use insulin, living in a neighborhood in the urban area of Pelotas, RS. Materials and methods: This is a descriptive quantitative study. Data collection took place in the northern part of the city of Pelotas, Rio Grande do Sul. Data collection was carried out at the participants' homes, between May and June 2017, with the participation of 39 people with feet with Diabetes Mellitus neuropathy. Results: Respondents had predominantly type 2 diabetes, accounting for 89.7%, with the time since diagnosis, with a minimum of 3 years, up to 40 years of disease evolution. Regarding the assessment of diabetic neuropathy, 43.6% present pain when walking. Numbness and loss of sensation was mentioned by 41%. Conclusions: It was possible to list the degree of risk for complications in the feet of users with Diabetes Mellitus, this finding demonstrates the importance that health teams have in preventing diseases, as well as in promoting health, avoiding ulcerations and subsequent amputations.

Introducción: La Diabetes Mellitus puede causar numerosas complicaciones crónicas con el tiempo. Entre ellas destaca la neuropatía diabética, que comprende un conjunto de enfermedades que afectan a las fibras nerviosas. Este estudio tiene como objetivo describir el grado de riesgo de los pies de personas con Diabetes Mellitus usuarias de insulina, residentes en un barrio del área urbana de Pelotas, RS. Materiales y Métodos: Se trata de un estudio cuantitativo descriptivo. La recolección de datos ocurrió en la zona norte de la ciudad de Pelotas, Rio Grande do Sul. La recolección de datos se realizó en los domicilios de los participantes, entre mayo y junio de 2017, con la participación de 39 personas con pies con neuropatía Diabética Mellitus. Resultados: Los encuestados tenían predominantemente diabetes tipo 2, representando el 89,7%, con el tiempo desde el diagnóstico, con un mínimo de 3 años, hasta los 40 años de evolución de la enfermedad. En cuanto a la valoración de la neuropatía diabética, el 43,6% presenta dolor al caminar. El 41% mencionó entumecimiento y pérdida de sensibilidad. Conclusiones: Se pudo enumerar el grado de riesgo de complicaciones en los pies de los usuarios con Diabetes Mellitus, este hallazgo demuestra la importancia que tienen los equipos de salud en la prevención de enfermedades, así como en la promoción de la salud, evitando ulceraciones y posteriores amputaciones.

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