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Use of health information for operational and strategic decision-making by division level managers of Kampala City Council Health Department.Asiimwe, Sarah January 2002 (has links)
No abstract available.
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AN ASSOCIATION STUDY BETWEEN ADULT BLOOD PRESSURE AND TIME TO FIRST CARDIOVASCULAR DISEASEPu, Yongjia 01 January 2015 (has links)
BACKGROUND: Several studies have demonstrated the association between the time to hypertension event and multiple baseline measurements for adults, yet other survival cardiovascular disease (CVD) outcomes such as high cholesterol and heart attack have been somewhat less considered. The Fels Longitudinal Study (FLS) provides us an opportunity to connect adult blood pressure (BP) at certain ages to the time to first CVD outcomes. The availability of long-term serial BP measurements from FLS also potentially allows us to evaluate if the trend of the measured BP biomarkers over time predicts survival outcomes in adulthood through statistical modeling.
METHODS: When the reference standard is right-censored time-to-event (survival) outcome, the C index or concordance C, is commonly used as a summary measure of discrimination between a survival outcome that is possibly right censored and a predictive-score variable, say, a measured biomarker or a composite-score output from a statistical model that combines multiple biomarkers. When we have subjects longitudinally followed up, it is of primary interest to assess if some baseline measurements predict the time-to-event outcome. Specifically, in this study, systolic blood pressure, diastolic blood pressure, as well as their variation over time, are considered predictive biomarkers, and we assess their predictive ability for certain time-to-event outcomes in terms of the C index.
RESULTS: There are a few summary C index differences that are statistically significant in predicting and discriminating certain CVD metric at certain age stage, though some of these differences are altered in the presence of medicine treatment and lifestyle characteristics. The variation of systolic BP measures over time has a significantly different predicting ability comparing with systolic BP measures at certain given time point, for predicting certain survival outcome such as high cholesterol level.
CONCLUSIONS: Adult systolic and diastolic BP measurements may have significantly different ability in predicting time to first CVD events. The fluctuation of BP measurements over time may have better association than BP measurement at a single baseline time point, with the time to first CVD events.
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Health information needs for initial assessments of children-in-careThompson, Cori Denise 13 April 2017 (has links)
Children and youth in state or statutory care (children-in-care) are at a higher risk of not having their health needs met than the general pediatric population. A literature review found a paucity of evidence on the health information needed for initial assessments of children-in-care in health record information systems in Canada, particularly when compared with information collected in the comparator countries the United States, United Kingdom, and Australia. This qualitative research reviewed six forms currently used in British Columbia (BC) for assessing the health needs of children-in-care, and for planning future health care delivery for these children. The forms were reviewed with social workers, foster parents, and medical care providers to understand how the forms met their needs for health information for initial assessments when a child first enters care. One researcher conducted 31 interviews with 37 participants —a mixture of social workers, foster parents, and medical care providers allowed for source triangulation—
in urban and rural communities using a 19-question, nonvalidated interview tool. NVivo-10 was used to inductively encode participant interviews relying on Pava’s 9-step, nonlinear
sociotechnical systems approach to identify themes and concepts raised by the interviews. The researcher conducted an informal review of relevant Ministry of Children and Family Development (MCFD) organization documents and method triangulated the results to the interview findings to identify similarities, differences, and gaps. Findings from these two analyses were compared with the literature review findings. The six forms were found to document most of the required information for typical children-in-care provided the forms were available to the care team and completed in full prior to the initial assessment. Additional forms were used for children-in-care with complex health needs. Key health information included parents’ relevant health and social information, prenatal and birth records, medical and social history of the child, immunization record, whether the child had experienced adverse childhood events, and anything that might remind the child of a stressful situation and cause the child an adverse mental or physical outcome. Complexity in acquiring the needed health information comes from a variety of circumstances. For example, the child may transition in and out of care, parents may be unavailable, and social workers, foster parents, and medical care providers may each change while the child is in care. To overcome information-sharing challenges and
barriers, research participants recommended several improvements including funding changes to support medical care provider participation, an information-sharing framework, and electronic options such as a centralized child-in-care record with secure email capability. Introducing some practices from other jurisdictions, notably a senior medical advisor role and a medical assessment model, might help address process challenges when health information is missing during the initial medical assessment. These resources would help round out MCFD’s existing conceptual child-in-care health-care framework. Together these changes may support social workers, foster parents, and medical care providers to provide care to and plan for children-in-care. / Graduate / 0723 (Information Science), 0769 (Health Care Management), 0452 (Social Work) / cdthomps@uvic.ca
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Photoplythesmogram (PPG) Signal Reliability Analysis in a Wearable Sensor-KitDeena Alabed (6634382) 14 May 2019 (has links)
<p>In recent years, there has been an increase in the
popularity of wearable sensors such as electroencephalography (EEG) sensors,
electromyography (EMG) sensors, gyroscopes, accelerometers, and
photoplethysmography (PPG) sensors. This work is focused on PPG sensors, which
are used to measure heart rate in real time. They are currently used in many
commercial products such as Fitbit Watch and Muse Headband. Due to their low
cost and relative implementation simplicity, they are easy to add to
custom-built wearable devices.</p><p><br></p>
<p>We built an Arduino-based wearable wrist sensor-kit that
consists of a PPG sensor in addition to other low cost commercial biosensors to
measure biosignals such as pulse rate, skin temperature, skin conductivity, and
hand motion. The purpose of the sensor-kit is to analyze the effects of stress
on students in a classroom based on changes in their biometric signals. We
noticed some failures in the measured PPG signal, which could negatively affect
the accuracy of our analysis. We conjectured that one of the causes of failure
is movement. Therefore, in this thesis, we build automatic failure detection
methods and use these methods to study the effect of movement on the signal.</p><p><br></p>
<p>Using the sensor-kit, PPG signals were collected in two
settings. In the first setting, the participants were in a still sitting
position. These measured signals were manually labeled and used in signal
analysis and method development. In the second setting, the signals were
acquired in three different scenarios with increasing levels of activity. These
measured signals were used to investigate the effect of movement on the
reliability of the PPG sensor. </p><p><br></p>
<p>Four types of failure detection methods were developed:
Support Vector Machines (SVM), Deep Neural Networks (DNN), K-Nearest Neighbor
(K-NN), and Decision Trees. The classification accuracy is evaluated by
comparing the resulting Receiver Operating Characteristic (ROC) curves, Area
Above the Curve (AAC), as well as the duration of failure and non-failure
sequences. The DNN and Decision Tree results are found to be the most promising
and seem to have the highest error detection accuracy. </p>
<p> </p>
<p>The proposed classifiers are also used to assess the
reliability of the PPG sensor in the three activity scenarios. Our findings
indicate that there is a significant presence of failures in the measured PPG
signals at rest, which increases with movement. They also show that it is hard
to obtain long sequences of pulses without failure. These findings should be
taken into account when designing wearable systems that use heart rate values
as input.</p>
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How does Open Source Software contribute to socio-economic development? An investigation of Open Source Software as an alternative approach to technology diffusion, adoption and adaptation for health information systems development and socio-economic impact in MozambiqueEmdon, Heloise 25 November 2010 (has links)
Abstract
Developing countries are net importers of intellectual property products and open source software (OSS) production is one way in which local socio-economic development can take place. The public goods characteristics of OSS are contested and this study investigates whether in a developing country context OSS is a pure public good that can be locally appropriated and not exclude any users or producers from doing so. This case study of an OSS public good finds that it does not have all the characteristics of a pure good, that there is a role for a sponsor, and in particular the importance of copyright protection of derivatives in order to ensure that the source code does not fall out of fashion and use. Having explored that, however, there is further evidence that OSS collaborative learning is both publically and personally beneficial for developing country computer programmers. Furthermore, the state benefits from the improved benefits of health information systems made possible through the appropriation of this model of learning.
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O papel dos profissionais de saúde na qualidade da informação de óbitos perinatais e nascidos vivos no município de São Paulo / SIM and SINASC: social representation of nurses and administrative professional sectors that work in hospitals SUS and non-SUS in the city of Sao PauloSchoeps, Daniela 03 May 2012 (has links)
Introdução: A mortalidade perinatal é um importante indicador de saúde materno- infantil, por esse motivo vem ocorrendo uma evolução nos estudos dessas informações. Muitos estudos avaliam a qualidade dos dados do Sistema de Informações de Nascidos Vivos (SINASC) e Sistemas de Informações de Mortalidade (SIM) com métodos quantitativos (validade/completitude), porém são escassas as investigações qualitativas. Objetivo: Avaliar a representação social dos enfermeiros e profissionais de setores administrativos sobre o preenchimento das Declarações de Nascido Vivo (DNs) e se ou como auxiliam no preenchimento das Declarações de Óbito (DOs) fetais e neonatais. Métodos: Foram realizadas 24 entrevistas com enfermeiros e profissionais de setores administrativos em 16 hospitais, com e sem vínculo com o SUS, no município de São Paulo, em 2009. As análises foram realizadas utilizando a metodologia qualitativa com a técnica do Discurso do Sujeito Coletivo. Resultados: Os profissionais e enfermeiros se reconhecem como parte integrante do processo de produção da informação. Os discursos indicam que a atividade está incorporada na rotina do trabalho; há comprometimento na busca de soluções quando se deparam com dificuldades de preenchimento; há valorização de se sentirem acompanhados por uma instância superior do sistema; sentem que o treinamento é um espaço de encontro para retorno e compreensão das finalidades e usos das informações que produzem. Esta consciência aumenta o comprometimento e assegura informações mais fidedignas. Conclusões: Tanto nos hospitais SUS como não-SUS não se verificou um padrão relativo ao profissional responsável pelo preenchimento das DNs, apesar da definição legal de que o médico é o responsável pelas informações da DO muitas vezes outros profissionais preenchem parte das informações. As entrevistas revelaram que os profissionais conhecem e reconhecem a utilidade das informações registradas nas DNs com base nos treinamentos fornecidos pela equipe do Sistema de Informação de Nascidos Vivos (SINASC). Os profissionais e enfermeiros se reconhecem como parte integrante do processo de produção da informação e sentem que o treinamento é um espaço de encontro para retorno e compreensão das finalidades e usos das informações que produzem. Essa consciência aumenta o comprometimento e assegura informações mais fidedignas / Introduction: Considering that perinatal mortality is an important indicator of maternal and child health., there has been an evolution in the studies of such information. Many studies assess its quality with quantitative methods (validity / completeness), but there are few qualitative investigations. Objective: To assess the social representation of nurses and administrative sectors on how to complete the Declarations of Live Birth (DN) and whether or how to assist in completing fetal and neonatal death certificates (DO). Methods: We conducted 24 interviews with nurses and administrative staff in 16 hospitals (SUS and non- SUS), in the City of São Paulo in 2009. Analyses were performed using a qualitative methodology with the technique of Collective Subject Discourse. Results: The speeches indicate that the activity is incorporated into the routine of work; there is involvement in finding solutions when they find difficulties in filling; there is a feeling that they should have a higher member of staff supervision. Conclusions: Both SUS and non-SUS hospitals have no specific professional responsible for the completion of DN, despite the legal definition of what the doctor is responsible for the information of DO, it is often common to find other professionals filling part of the information. The interviews showed that the professionals know and recognize the usefulness of the information recorded in DN based on training provided by staff of the Information System (SINASC). Professionals and nurses see themselves as part of the process of information production and feel that training is a meeting place for feedback and understanding of the purposes and uses of the information they produce. This awareness increases the commitment and ensures more reliable information
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Análise e avaliação do controle de qualidade de dados hospitalares na região de Ribeirão Preto / Analysis and evaluation of the quality control of hospital data in the Ribeirão Preto region.Vinci, André Luiz Teixeira 08 April 2015 (has links)
Introdução: A Qualidade de Dados é de extrema importância atualmente pela crescente utilização de sistemas de informação, em especial na área da Saúde. O Observatório Regional de Atenção Hospitalar (ORAH) é tido como referência na coleta, processamento e manutenção da qualidade de informações hospitalares devida a extensa base de dados de informações oriundas das Folhas de Alta Hospitalar de hospitais públicos, mistos e privados da região de Ribeirão Preto. Uma verificação sistemática é feita para melhorar a qualidade desses dados impedindo a existência de incompletudes e inconsistências ao final do seu processamento. Objetivo: Estabelecer o panorama da qualidade dos dados das altas hospitalares ocorridas em 2012 para cada hospital parceiro do ORAH na região de Ribeirão Preto. Analisar e identificar o ganho ou perda de qualidade durante as etapas de coleta e processamento dos mesmos. Métodos: Análise do fluxo das informações dentro dos hospitais conveniados ao ORAH em conjunto com a análise da qualidade dos dados armazenados pelo ORAH após seu processamento, a partir da criação de indicadores de completude e consistência. Avaliação da qualidade dos dados em cada etapa do protocolo interno de verificação adotado pelo ORAH, a partir da criação de indicadores de qualidade específicos. Por fim, avaliação da concordância entre as informações de uma amostra das Folha de Alta registradas no ORAH e o Prontuário Médico do Paciente por meio da mensuração da sensibilidade, especificidade e acurácia da amostra. Resultados: Um panorama com foco na produção dos dados dos pacientes e nível de informatização foi elaborado para os hospitais complementarmente a análise de qualidade dos dados do ORAH. Tal análise constatou coeficientes médios de 99,6% de completude e 99,5% de consistência e um percentual de preenchimento acima de 99,2% para todos os campos da Folha de Alta. Por meio do indicador de qualidade elaborado a partir das comparações das dimensões de completude e consistência entre etapas do processamento dos dados pelo ORAH, foi possível averiguar a manutenção na qualidade das informações pela execução dos protocolos de validação e consistência adotados. Entretanto, com a apreciação entre as etapas da dimensão de volatilidade dos valores contidos nos campos, foi possível confirmar e quantificar a ocorrência de mudanças dos campos. A exatidão dos dados presentes na Folha de Alta com os do Prontuário do Paciente também pode ser comprovada pelas altas sensibilidade (99,0%; IC95% 98,8% - 99,2%), especificidade (97,9%; IC95% 97,5% - 98,2%) e acurácia (96,3%; IC95% 96,0% - 96,6%) encontradas na amostra. Conclusão: Como consequência de todas essas análises, foi possível comprovar a excelência da qualidade das informações disponibilizadas pelo ORAH, estabelecer uma metodologia abrangente para a análise dessa qualidade e definir possíveis problemas a serem enfrentados para a constante melhoria da qualidade das informações presentes na Folha de Alta Hospitalar e no banco de dados do ORAH por completo. / Introduction: The Data Quality is of utmost importance nowadays due the increasing use of information systems, especially in healthcare. The Regional Health Care Observatory (ORAH) is considered as reference in gathering, processing and maintaining the quality of hospital data due to the extensive database of information derived from the hospital discharge sheets of public, mixed and private hospitals. A systematic verification of those data is made to improve their data quality preventing the existence of incompleteness and inconsistencies at the end in their processing. Aim: Establish the overall picture of the data quality of hospital discharge sheets occurred in 2012 for each partner hospital in the Ribeirão Preto region. Analyze and identify the quality gain or loss during the gathering and processing stages of the data by the ORAH. Methods: Analysis of the information flow within the hospitals in partnership with the ORAH together with the analysis of the quality of the data stored by ORAH after its processing through the creation of completeness and consistency indicators. Data quality assessment at each stage of the internal protocol checking adopted by the ORAH through the establishment of specific quality indicators. Finally, evaluation of the agreement between the information in a sample of the hospital discharge sheets recorded in the ORAH and the patient medical records by measuring the sensitivity, specificity and accuracy of the sample. Results: Na overall picture focused on the patient data and the informatization level was developed for the hospitals in complement of the analysis of ORAHs data quality. This analysis found 99.6% completeness and 99.5% consistency mean rates and a completion percentage above 99.2% for all the fields of the discharge. Through the data quality indicator created from the comparisons of the completeness and consistency dimensions between the data processing steps of the ORAH was possible to verify the maintenance of the information quality by the implementation of validation and consistency protocols in use by the ORAH staff. However, with the assessment between the steps of the volatility dimension of the values contained in the fields, was possible to confirm and quantify the occurrence of changes in the fields. The agreement between the data in the hospital discharge sheets and the patient health record data can be proven by the high sensitivity (99.0%; CI95% 98.8% - 99.2%), specificity (97.9%; CI95% 97.5% - 98.2%) and accuracy (96.3%; CI95% 96.0% - 96.6%) found in the sample. Conclusion: As a result of all these analyzes, was possible to prove the excellence of the quality of the information provided by the ORAH, establish a comprehensive methodology for the analysis of this quality and identify possible problems to be addressed further improve the quality of information in the hospital discharge sheet and the ORAH database altogether.
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Direito à informação em saúde: revisão integrativa / Right to health information: an integrative reviewLeite, Renata Antunes de Figueiredo 20 May 2015 (has links)
Trata-se de uma revisão integrativa da literatura com os objetivos de identificar, avaliar criticamente e sintetizar as evidências científicas relacionadas ao direito à informação em saúde. A questão norteadora para a pesquisa foi: Quais as evidências disponíveis sobre o direito à informação em saúde? As bases de dados Hein Online, ISTA, Lilacs, LISA, PubMed e Web of Science foram selecionadas para a busca de estudos primários indexados nos últimos 10 anos. Os descritores controlados e não controlados foram selecionados de acordo com cada base de dados. Dos 6888 estudos localizados e considerando os critérios de seleção foram excluídos 2433 por não serem artigos de periódico, 907 por não serem estudos primários, 3346 devido à ausência de relação ao tema. Do total de 202 elegíveis, 183 não respondiam à questão norteadora e 15 estudos primários foram incluídos na revisão integrativa. Para a extração dos dados foi utilizado um instrumento validado. A análise dos dados foi descritiva e apresentada em três categorias: conhecimento de pacientes sobre seu direito à informação, conhecimento de pacientes e profissionais de saúde sobre direito à informação do paciente e conhecimento de profissionais de saúde sobre o direito à informação do paciente. O desenvolvimento desta revisão integrativa da literatura permitiu, por meio dos resultados obtidos, encontrar as principais evidências relacionadas ao direito à informação em saúde. Em todas as categorias verifica-se a necessidade de capacitação de profissionais de saúde em relação ao direito dos usuários de serviços de saúde. Assim, a educação dos profissionais mostra-se como uma possibilidade de se fazer cumprir o direito à informação do paciente, melhorando a prática assistencial e consequentemente as condições de saúde das pessoas / The aim of this integrative literature review was to identify, critically evaluate and summarize evidence from primary studies related to the right to health information. The guiding question for the research was : What evidence is available on the right to health information ? The Hein Online databases, ISTA, Lilacs, LISA, PubMed and Web of Science were selected for the search for primary studies indexed in the last 10 years. The controlled and uncontrolled descriptors were selected according to each database. From over 6888 studies and considering the selection criteria, 2433 were excluded for not being journal articles, 907 for not being primary studies, 3346 due to the lack of relationship with the theme. Of the 202 eligible ones, 183 did not respond to the guiding question and 15 primary studies were included in the integrative review. To entry the data, a validated instrument was used. Data analysis was descriptive and presented in three categories: knowledge of patients about their right to information, knowledge of patients and health professionals on patient\'s right to information and knowledge of health professionals on the right to patient information. The development of this integrative literature showed, through the results, the main evidence related to the right to health information. In all categories, there is a need to train health professionals in relation to the right of health services users. Thus the education of professionals emerges as a possibility to enforce the right to patient information, improving care practice and consequently the health of the people
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Cybermedicine: Web-based Health Care and the Changing Physician-patient RelationshipComer, Erin Elizabeth January 2005 (has links)
Thesis advisor: John J. Michalczyk / The internet is changing health care right under out very noses. In doing so, it may have great impact on the physician-patient relationship. This relationship exists along a continuum, with paternalism at one end and total patient autonomy at the other. Various aspects of web-based health care (eHealth) are pushing the equilibrium one way or the other. Aspects of eHealth considered include: general health information websites, internet pharmacies, health communication infrastructures (as in physician-patient email and electronic medical records), and finally web-brokered organ transplantation. While there is obviously much to be aware of in terms of quality on the internet, it is concluded that an integration of eHealth into traditional medicine (thus creating cybermedicine) may not only help to mitigate the managed care crisis, but may also change the physician-patient relationship—hopefully for the better. / Thesis (BS) — Boston College, 2005. / Submitted to: Boston College. College of Arts and Sciences. / Discipline: College Honors Program.
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Estudo descritivo de série histórica da coqueluche no Brasil no período de 2006 a 2013 / Descriptive study of historical series of pertussis in Brazil,from 2006 to 2013Gryninger, Ligia Castellon Figueiredo 13 April 2016 (has links)
A coqueluche vem reemergindo enquanto importante problema de saúde pública em vários países do mundo, apesar das altas coberturas vacinais na infância. O objetivo geral deste estudo foi avaliar a morbimortalidade da coqueluche no Brasil e os objetivos específicos foram: estimar as taxas de mortalidade, incidência e letalidade anuais, geral e por faixa etária, por unidade da federação e regiões do país; caracterizar a sazonalidade da doença; estimar as taxas de hospitalização anuais por faixa etária e verificar as características clínicas, histórico de contato e vacinação prévia dos casos notificados da doença. Métodos: estudo descritivo, baseado nos casos de coqueluche notificados ao Sistema de Informação de Agravos de Notificação (SINAN), de 2006 a 2013. Os resultados mostraram aumento nas taxas de incidência de coqueluche no Brasil, a partir de 2011. Em 2013, foram confirmados 6.523 casos de coqueluche no país, três vezes o número de casos confirmados em 2011, com incidência geral de 3,24 /100.000 habitantes e incidência em menores de um ano de 125,82/100.000 habitantes, as maiores durante o período estudado. As crianças menores de um ano foram as mais acometidas pela doença em todas as macrorregiões. Em 2013, todas as regiões, exceto a região sul, apresentaram suas maiores taxas de incidência geral, com destaque para as regiões sudeste e centro-oeste com 4,0 e 3,1 por 100.000 habitantes, respectivamente. As maiores taxas de letalidade foram observadas na faixa etária menor de dois meses de idade, variando de 4,0% (2008) a 9,5% (2010). As taxas de letalidade foram maiores em crianças menores de seis meses em todas as regiões, sendo as regiões nordeste e sudeste as que apresentaram maiores taxas ao longo dos anos, exceto em 2013, quando o centro-oeste superou o nordeste. Houve predomínio dos casos nos meses mais quentes, entre novembro e março. A maioria das hospitalizações ocorreu na faixa etária de menores de um ano, principalmente em menores de quatro meses, cuja frequência de hospitalização ficou em torno de 75%. A tosse e o paroxismo foram os sintomas mais frequentes, independente da faixa etária, e a cianose foi importante sintoma nos menores de dois meses, com uma frequência de 80% nos casos confirmados desta faixa etária. A complicação mais comum foi pneumonia (13,93%), principalmente na faixa etária menor de dois meses, com frequência de 27,5%. O critério mais utilizado para diagnóstico de coqueluche foi o clínico, seguido pelo laboratorial que aumentou a partir de 2011, ano em que foi responsável por 49,9% dos diagnósticos. A maioria dos casos confirmados (51%) não relatou contato prévio com casos suspeitos ou confirmados de coqueluche, no entanto quando presente, a maioria dos contatos ocorreu no domicílio (70,6%). Os resultados mostraram aumento dos casos de coqueluche no Brasil, a partir de 2011, com as maiores taxas de incidência, hospitalizações, complicações e letalidade na faixa etária de menores de um ano / Pertussis has reemerged as important public health problem in many countries, despite the high childhood vaccination coverage. The general aim of this study was to evaluate the morbimortality of pertussis in Brazil, and the specific objectives were: estimate the annual mortality, incidence and case-fatality rates, general and by age group, by federative units and country\'s regions; evaluate the disease seasonality; estimate the annual hospitalization rates by age group and verify the clinical characteristics, contact history and the previous vaccination status of the reported pertussis cases. Methods: Descriptive study, based on the pertussis cases reported to the Notifiable Diseases Information System (SINAN), from 2006 to 2013. In 2013, there were 6.523 confirmed pertussis cases in the country, three times the number of confirmed cases in 2011, with general incidence of 3.24/100,000 inhabitants, and incidence in children under one year of age of 125.82/100,000 inhabitants, the highest during the study period. Pertussis incidence rates were higher in children under one year old in all macroregions during the study. In 2013, higher general incidence rates were observed in all regions, except the south, particularly the southwest and Midwest with 4.0 and 3.1 per 100,000 inhabitants, respectively. The highest case-fatality rates were observed in infants under two months of age, varying from 4.0% (2008) to 9.5% (2010). Case-fatality rates were higher in children under six months in all regions; the northeast and southeast had the highest rates throughout the studied years, except in 2013, when the Midwest surpassed the northeast. More cases were reported in the warmer months, between November and March. Most hospitalizations occurred in the age group of children under one year old, mainly those under four months, for whom hospitalization rates were close to 75%. Cough and paroxysm were the most frequently symptoms, regardless of age, and cyanosis was important in children under two months, occurring in 80% of confirmed cases in this age group. The most common complication was pneumonia (13.93%), mainly in children under two months of age (27.5%). Clinical criteria were most frequent used for diagnosis, followed by laboratory, which increased since 2011, when 49.9% of cases had laboratory-confirmed diagnosis. Most confirmed cases (51%) had no recognized previous contact with pertussis cases. Among those with recognized previous contact, it mostly occurred at residence (70.6%).The results showed an increase in pertussis cases in Brazil, since 2011, with the highest incidence and lethality rates in children under one year of age
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