913 resultados para Data-driven analysis
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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
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Paracoccidioides lutzii, formerly known as 'Pb01-like' strains in the P. brasiliensis complex, is proposed as a new species based on phylogenetic and comparative genomics data, recombination analysis, and morphological characteristics. Conidia of P. lutzii are elongated, different from those of P. brasiliensis. P. lutzii occurs in the central and northern regions of Brazil. Studies comparing P. brasiliensis and P. lutzii may have significant clinical consequences for the diagnosis and treatment of paracoccidioidomycosis.
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Organizational change is occurring in the Brazilian agribusiness from sugar cane in recent decades. Aspects of management in this sector are being changed due to the importance of its products, especially ethanol and electricity. It is observed in the literature a lack of quantitative studies in this Brazilian sector, particularly the selection of sugarcane varieties for planting. This study proposes the use of Goal Programming (GP) with Data Envelopment Analysis (DEA) to select efficient varieties of sugarcane for planting in a sugar and ethanol milling company. The study allowed the identification of efficient sugarcane varieties. This way, it helped the company to make more reliable decisions, favoring the increase of productivity
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The Alzheimer's disease (AD) is a neurodegenerative and progressive disease, mostly seen in elderly people, characterized by memory loss. This commitment leads causes deficits in functional capacity, compromising the individual in execution of activities of daily living, like dressing and bathing. This study, with a longitudinal character, aimed analyze the effects of a protocol of weights training (WT) in global cognitive status and realization of activities of daily living (ADL´s) basic and instrumental in AD patients, comparing the effects of four months of WT in the performance of ADL´s in global cognitive status. And also aimed to verify the possible relations between ADL's and global cognitive status of patients before and after the experimental period. The study included 24 patients with clinical diagnosis of AD, divided into two groups: a) training group (TG) consisted of 13 patients who underwent a protocol of WT b) Social Gathering Group (SCG) consists of 11 patients participating in a protocol of social gathering not systematized with activities of reading, writing and walking. Both protocols lasted four months, being developed in three non-consecutive weekly sessions, lasting 60 minutes each. To quantify global cognitive status and the basic and instrumental ADLs were used, respectively, the Mini-Mental State Examination and the Self Perception of Performance in Activities of Daily Living, along with the battery of tests of Activities of Daily Life of Andreotti and Okuma (1999). To analyze the results where complied the nature of the data, using analysis of variance for repeated measures ANOVA two-way and Pearson correlation for continuous data and tests of U Mann Whitney, Wilcoxon and Spearman correlation for non-continuous data, assuming level significance of 5% for all analysis. After analysis it´s possible... (Complete abstract click electronic access below)
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This work aims to improve the management of an agrochemical company`s inventory. This goal was achieved through data collection, analysis of the causes of the lack of accuracy of inventories followed by proposing solutions, implementing solutions and finally the analysis and interpretation of results
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Studies about efficiency have gained dimension, in Brazil, since the early 90’s. Same decade that the Civil Aviation System suffers important changes in terms of regulations. Such transformations have echoed effects currently, with some significant trend for international standards. This paper focuses on one of the agents from the Brazilian Civil Aviation System, the airlines companies, which aimed on analyze and evaluate both passengers and cargo air transport, by using data envelopment analysis (DEA), during the period of 2005 to 2010. The yearbooks of ANAC, corresponding at the period from 2005 to 2010, were used as data base in this present study. The technique was applied to 14 companies, which through Stepwise process of variables validation was possible to compose a compact, but complete model, that could translate the reality of companies. This model was composed by one output, Total Income, and by four inputs, Total Costs, Total Domestic Passenger, Total Cargo and Total International Passengers. However, this approach has some flaws. Therefore in order to remedy it, it was required to apply the method Frontier Inverted, one of the alternatives proposed in the literature, which ensured an improvement in the context of efficiencies due to biggest discrimination of airlines. As a result of the DEA-BCC process, oriented by output, TAM 2005 was considered the most efficient company, however GOL and Webjet companies concentrated in 2007 their worst levels
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This work deals with the creation of an inventory policy, with the main objective of increasing the company's level of service offered to its customers, avoiding plant stops by the lack of raw materials and / or bad inventory management. Calculating safety stock and reorder point of the main raw materials of chemical industry by collecting historical data, statistical analysis and future projections of the company's consumption, and a proposed solution. At the end of the work, have a review of the results
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Pós-graduação em Ciência da Informação - FFC
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Studies on efficiency achieved greater relevance in organisations within an open market framework, which in Brazil began around 1990. The objective of this paper, applying the data envelopment analysis methodology, is to analyse the efficiency of banks operating in the country using the database termed 'the biggest banks', periodically divulged by the Central Bank of Brazil in 2010-2012. The methodology was applied to the 26 largest banking organisations via two approaches, one was financial intermediation and the other was results. In the financial intermediation approach, the efficiency increase was the highest among banks specialised in credit from 2010 to 2012. Retail banks, especially the large ones, felt most intensely the reaction of 2011, a year considered as the sector's low performance year. In the results approach, the efficiency increase was higher among retail banks. Factors such as retractions in the SELIC rate and bank spreads impacted all banks, regardless of the segment.
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An outcome of economic growth is increased employment, but this should not be the only measure to assess a country's labour market, it is also important to verify whether the jobs created are considered good jobs. Thus, this study analyses the Brazilian labour market from 2000 to 2009, in terms of the quantity and quality of jobs generated in this period. To this end, a descriptive analysis was performed, in addition to an evaluation using econometrics and the data envelopment analysis (DEA) technique. The results of the research indicated that the Brazilian labour market is growing in terms of its quality.
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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
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This study aimed to understand environmental education in the training of teachers of one pedagogy course at a public university in the state of São Paulo. To answer this question, an exploratory research was conducted, in which a study field, by the techniques of semistructured interviews and documentary analysis, provided the data for analysis. Important to highlight theoretical and methodological foundations of Historical-Dialectical Materialism and Historical-Critical Pedagogy that guided the study. With the results analyzed, we say that environmental education in the studied pedagogy course is minimal and, when it appears, enhances conservation and care with the environment perspectives, without considering the causes of environmental degradation: the way to produce life in capitalist society. In this sense, it is necessary for a consistent formation of the teacher in environmental education to advance the knowledge of this field directly related to education. For the inclusion of environmental education in school education, it is necessary that their knowledge to be considered in education, especially in the training of teachers. Therefore, the data collected and analyzed in this study may contribute to the formation of teachers to understand that environmental education in their training has not been established with the importance and the quality that the social and environmental problems require, with no place along the undergraduation, a condition that needs to be changed to teacher develop a transformative environmental educational practice at school
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The article refers to the collective construction performed from the Multicentric Research on Humanization Training of SUS. It is about production and building consensus on different interpretations of the superfamily "expansion of the analysis capability." The methodological approach is related to the creation of analytical reports coming from four sources: Intervention Plans built at the time of training courses offered in three states (Rio Grande do Sul, Santa Catarina and São Paulo) by the institutional supporters in training.Also, there were questionnaires answered via Form-SUS by graduated supporters after four years of the course closing; data and analysis produced by supporters in focus groups and interviews, conducted as the research final stage in the three states.Thus, considering the inclusive methodological framework not only from the courses, but also the research that evaluated them, the participants (graduates from the training courses) produced data and started to play the active role of researchers/panelists because they got “surprised" by partial analyzes.Therefore, the article discusses the analysis capability of demand required by supporters before their working areas and the relationship of that capability with concepts and elements of Institutional Analysis.It was possible to highlight the inseparability between demands of emergency and the exercise of being next to another person and his/her interests. The conclusion is that the methodology proposed by the course allowed the supporters in training to stimulate and develop a critical capacity on their work.However, it is noticed that the expansion of such analytical capability often remained linked to the supporter, without the contagion of other workers in the territories.It was also possible to see that the course and political framework of PNH could equip the supporters, promoting empowerment from their analysis, which is essential to the interventions performance.