Introdução à estatística

Estas notas de aula já tinham sido publicadas anteriormente, por meio da coleção SALA DE AULA, da Cooperativa Cultural – UFRN. A ideia inicial surgiu com a reformulação do programa da disciplina “Elementos de Matemática e Estatística”, que era oferecida para o curso de Psicologia. Na atual edição, houve a inclusão de alguns tópicos relacionados às variáveis aleatórias contínuas e de algumas das suas principais distribuições, bem como a inserção de um capítulo sobre regressão linear simples. Além desses acréscimos, foram corrigidos erros da edição anterior

Conhecimentos, atitudes e prática do exame de Papanicolaou por mulheres, Nordeste do Brasil

OBJECTIVE: To assess the knowledge, attitudes and practices of women related to the Pap test and the association between these behaviors and sociodemographic characteristics. METHODS: A household survey with quantitative approach was conducted. A total of 267 women aged 15 to 69 years, randomly selected in a stratified manner, living in the city of São José de Mipibu, Northeastern Brazil, were interviewed in 2007. A questionnaire consisting of pre-coded open questions was administered and answers were described and analyzed, as for adequacy of knowledge, attitudes, and practices of women regarding the Pap test. Tests of association were carried out between sociodemographic characteristics and behaviors studied at a 5% significance level. RESULTS: Although 46.1% of the women interviewed showed adequate knowledge about the Pap test, a significantly higher proportion of adequacy was seen regarding attitudes and practices, 63.3% and 64.4%, respectively. Higher schooling was associated with adequacy of knowledge, attitudes, and practices. The main barriers to the Pap test were negligence, non-requesting by their physicians, and shame. CONCLUSIONS: The physician is the main source of information about the Pap test. However, women who more often attend medical visits, despite their good practice, show low adequacy of knowledge and attitudes related to the Pap test, which indicates that they are not receiving appropriate information on the test's purpose, advantages and benefits to women's health.OBJETIVO: Analisar conhecimentos, atitudes e práticas das mulheres em relação ao exame citológico de Papanicolaou e a associação entre esses comportamentos e características sociodemográficas MÉTODOS: Inquérito domiciliar com abordagem quantitativa. Foram entrevistadas 267 mulheres com idade de 15 a 69 anos, selecionadas de forma estratificada aleatória, residentes no município de São José do Mipibu, RN, em 2007. Utilizou-se questionário com perguntas pré-codificadas e abertas, cujas respostas foram descritas e analisadas quanto à adequação dos conhecimentos, atitudes e prática das mulheres em relação ao exame preventivo de Papanicolaou. Foram realizados testes de associação entre as características sociodemográficas e os comportamentos estudados, com nível de significância de 5%. RESULTADOS: Apesar de 46,1% das mulheres entrevistadas terem mostrado conhecimento adequado, proporções de adequação significativamente maiores foram observadas em relação às atitudes e prática quanto ao exame: 63,3% e 64,4%, respectivamente. O maior grau de escolaridade apresentou associação com adequação dos conhecimentos, atitudes e prática, enquanto as principais barreiras para a realização do exame relatadas foram descuido, falta de solicitação do exame pelo médico e vergonha. CONCLUSÕES: O médico é a principal fonte de informação sobre o exame de Papanicolau. Entretanto, mulheres que vão a consultas com maior freqüência, embora apresentem prática mais adequada do exame, possuem baixa adequação de conhecimento e atitude frente ao procedimento, sugerindo que não estejam recebendo as informações adequadas sobre o objetivo do exame, suas vantagens e benefícios para sua saúde.OBJETIVO: Analizar conocimientos, actitudes y prácticas de las mujeres con relación al examen citológico de Papanicolaou y su asociación entre comportamientos y características sociodemográficas. MÉTODOS: Pesquisa domiciliar con abordaje cuantitativo. Fueron entrevistadas 267 mujeres con edad de 15 a 69 años, seleccionadas de forma estratificada aleatoria, residentes en el municipio de São José do Mipibu, Noreste de Brasil, en 2007. Se utilizó cuestionario con preguntas pre-codificadas y abiertas, cuyas respuestas fueron descritas y analizadas con relación a la adecuación de los conocimientos, actitudes y práctica de las mujeres con relación al examen preventivo de Papanicolaou. Fueron realizadas exámenes de asociación entre las características sociodemográficas y los comportamientos estudiados, con nivel de significancia de 5%. RESULTADOS: A pesar de 46,1% de las mujeres entrevistadas haber mostrado conocimiento adecuado, proporciones de adecuación significativamente mayores fueron observadas con relación a las actitudes y práctica con respecto al examen: 63,3% y 64,4%, respectivamente. El mayor grado de escolaridad presentó asociación con adecuación de los conocimientos, actitudes y práctica, con relación a las principales barreras para la realización del examen relatadas fueron descuido, falta de solicitud del examen por el médico y vergüenza. CONCLUSIONES: El médico es la principal fuente de información sobre el examen de Papanicolaou. Mientras tanto, mujeres que van a consultas con mayor frecuencia, a pesar de presentar práctica más adecuada del examen, poseen baja adecuación del conocimiento y actitud frente al procedimiento, sugiriendo que no están recibiendo las informaciones adecuadas sobre el objetivo del examen, sus ventajas y beneficios para su salud

Impact of COVID-19 on cardiovascular testing in the United States versus the rest of the world

Objectives: This study sought to quantify and compare the decline in volumes of cardiovascular procedures between the United States and non-US institutions during the early phase of the coronavirus disease-2019 (COVID-19) pandemic. Background: The COVID-19 pandemic has disrupted the care of many non-COVID-19 illnesses. Reductions in diagnostic cardiovascular testing around the world have led to concerns over the implications of reduced testing for cardiovascular disease (CVD) morbidity and mortality. Methods: Data were submitted to the INCAPS-COVID (International Atomic Energy Agency Non-Invasive Cardiology Protocols Study of COVID-19), a multinational registry comprising 909 institutions in 108 countries (including 155 facilities in 40 U.S. states), assessing the impact of the COVID-19 pandemic on volumes of diagnostic cardiovascular procedures. Data were obtained for April 2020 and compared with volumes of baseline procedures from March 2019. We compared laboratory characteristics, practices, and procedure volumes between U.S. and non-U.S. facilities and between U.S. geographic regions and identified factors associated with volume reduction in the United States. Results: Reductions in the volumes of procedures in the United States were similar to those in non-U.S. facilities (68% vs. 63%, respectively; p = 0.237), although U.S. facilities reported greater reductions in invasive coronary angiography (69% vs. 53%, respectively; p < 0.001). Significantly more U.S. facilities reported increased use of telehealth and patient screening measures than non-U.S. facilities, such as temperature checks, symptom screenings, and COVID-19 testing. Reductions in volumes of procedures differed between U.S. regions, with larger declines observed in the Northeast (76%) and Midwest (74%) than in the South (62%) and West (44%). Prevalence of COVID-19, staff redeployments, outpatient centers, and urban centers were associated with greater reductions in volume in U.S. facilities in a multivariable analysis. Conclusions: We observed marked reductions in U.S. cardiovascular testing in the early phase of the pandemic and significant variability between U.S. regions. The association between reductions of volumes and COVID-19 prevalence in the United States highlighted the need for proactive efforts to maintain access to cardiovascular testing in areas most affected by outbreaks of COVID-19 infection

The complete genome sequence of Chromobacterium violaceum reveals remarkable and exploitable bacterial adaptability

Chromobacterium violaceum is one of millions of species of free-living microorganisms that populate the soil and water in the extant areas of tropical biodiversity around the world. Its complete genome sequence reveals (i) extensive alternative pathways for energy generation, (ii) ≈500 ORFs for transport-related proteins, (iii) complex and extensive systems for stress adaptation and motility, and (iv) wide-spread utilization of quorum sensing for control of inducible systems, all of which underpin the versatility and adaptability of the organism. The genome also contains extensive but incomplete arrays of ORFs coding for proteins associated with mammalian pathogenicity, possibly involved in the occasional but often fatal cases of human C. violaceum infection. There is, in addition, a series of previously unknown but important enzymes and secondary metabolites including paraquat-inducible proteins, drug and heavy-metal-resistance proteins, multiple chitinases, and proteins for the detoxification of xenobiotics that may have biotechnological applications

ATLANTIC EPIPHYTES: a data set of vascular and non-vascular epiphyte plants and lichens from the Atlantic Forest

Epiphytes are hyper-diverse and one of the frequently undervalued life forms in plant surveys and biodiversity inventories. Epiphytes of the Atlantic Forest, one of the most endangered ecosystems in the world, have high endemism and radiated recently in the Pliocene. We aimed to (1) compile an extensive Atlantic Forest data set on vascular, non-vascular plants (including hemiepiphytes), and lichen epiphyte species occurrence and abundance; (2) describe the epiphyte distribution in the Atlantic Forest, in order to indicate future sampling efforts. Our work presents the first epiphyte data set with information on abundance and occurrence of epiphyte phorophyte species. All data compiled here come from three main sources provided by the authors: published sources (comprising peer-reviewed articles, books, and theses), unpublished data, and herbarium data. We compiled a data set composed of 2,095 species, from 89,270 holo/hemiepiphyte records, in the Atlantic Forest of Brazil, Argentina, Paraguay, and Uruguay, recorded from 1824 to early 2018. Most of the records were from qualitative data (occurrence only, 88%), well distributed throughout the Atlantic Forest. For quantitative records, the most common sampling method was individual trees (71%), followed by plot sampling (19%), and transect sampling (10%). Angiosperms (81%) were the most frequently registered group, and Bromeliaceae and Orchidaceae were the families with the greatest number of records (27,272 and 21,945, respectively). Ferns and Lycophytes presented fewer records than Angiosperms, and Polypodiaceae were the most recorded family, and more concentrated in the Southern and Southeastern regions. Data on non-vascular plants and lichens were scarce, with a few disjunct records concentrated in the Northeastern region of the Atlantic Forest. For all non-vascular plant records, Lejeuneaceae, a family of liverworts, was the most recorded family. We hope that our effort to organize scattered epiphyte data help advance the knowledge of epiphyte ecology, as well as our understanding of macroecological and biogeographical patterns in the Atlantic Forest. No copyright restrictions are associated with the data set. Please cite this Ecology Data Paper if the data are used in publication and teaching events. © 2019 The Authors. Ecology © 2019 The Ecological Society of Americ

Rationale, study design, and analysis plan of the Alveolar Recruitment for ARDS Trial (ART): Study protocol for a randomized controlled trial

Background: Acute respiratory distress syndrome (ARDS) is associated with high in-hospital mortality. Alveolar recruitment followed by ventilation at optimal titrated PEEP may reduce ventilator-induced lung injury and improve oxygenation in patients with ARDS, but the effects on mortality and other clinical outcomes remain unknown. This article reports the rationale, study design, and analysis plan of the Alveolar Recruitment for ARDS Trial (ART). Methods/Design: ART is a pragmatic, multicenter, randomized (concealed), controlled trial, which aims to determine if maximum stepwise alveolar recruitment associated with PEEP titration is able to increase 28-day survival in patients with ARDS compared to conventional treatment (ARDSNet strategy). We will enroll adult patients with ARDS of less than 72 h duration. The intervention group will receive an alveolar recruitment maneuver, with stepwise increases of PEEP achieving 45 cmH(2)O and peak pressure of 60 cmH2O, followed by ventilation with optimal PEEP titrated according to the static compliance of the respiratory system. In the control group, mechanical ventilation will follow a conventional protocol (ARDSNet). In both groups, we will use controlled volume mode with low tidal volumes (4 to 6 mL/kg of predicted body weight) and targeting plateau pressure &lt;= 30 cmH2O. The primary outcome is 28-day survival, and the secondary outcomes are: length of ICU stay; length of hospital stay; pneumothorax requiring chest tube during first 7 days; barotrauma during first 7 days; mechanical ventilation-free days from days 1 to 28; ICU, in-hospital, and 6-month survival. ART is an event-guided trial planned to last until 520 events (deaths within 28 days) are observed. These events allow detection of a hazard ratio of 0.75, with 90% power and two-tailed type I error of 5%. All analysis will follow the intention-to-treat principle. Discussion: If the ART strategy with maximum recruitment and PEEP titration improves 28-day survival, this will represent a notable advance to the care of ARDS patients. Conversely, if the ART strategy is similar or inferior to the current evidence-based strategy (ARDSNet), this should also change current practice as many institutions routinely employ recruitment maneuvers and set PEEP levels according to some titration method.Hospital do Coracao (HCor) as part of the Program 'Hospitais de Excelencia a Servico do SUS (PROADI-SUS)'Brazilian Ministry of Healt

LEISHMANIOSE VISCERAL E ASPECTOS SOCIOAMBIENTAIS: RELATOS SOBRE A DOENÇA EM ÁREA PERIURBANA DA REGIÃO METROPOLITANA DE NATAL (RN), BRASIL

Aspectos socioeconômicos, ambientais e culturais que caracterizam as comunidades influenciam diretamente na saúde dos indivíduos. O objetivo do estudo consistiu em analisar o conhecimento dos indivíduos sobre os fatores associados aos riscos de transmissão da leishmaniose visceral na comunidade Guanduba, município de São Gonçalo do Amarante (RN). A metodologia envolveu a aplicação de 111 questionários, com famílias da comunidade, abordando aspectos socioeconômicos, epidemiológicos, sanitários e ambientais associados à transmissão da doença. Os resultados revelam que as características ambientais presentes na comunidade favorecem a transmissão da leishmaniose visceral (LV), em que 21% dos participantes não possuem educação formal e 97% não sabem como se prevenir da doença. Portanto, o conhecimento que os indivíduos da comunidade Guanduba possuem acerca da LV é insuficiente para sua prevenção. A necessidade de compreender como os sujeitos organizam suas vivências e saberes é imprescindível para o planejamento e a consolidação de ações de promoção da saúde humana e ambiental