911 resultados para Movement Data Analysis


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This article reports on a 6-year study that examined the association between pre-admission variables and field placement performance in an Australian bachelor of social work program (N=463). Very few of the pre-admission variables were found to be significantly associated with performance. These findings and the role of the admissions process are discussed. In addition to the usual academic criteria, the authors urge schools to include a focus on nonacademic criteria during the admissions process and the ongoing educational program.

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Hole-doped perovskites such as La1-xCaxMnO3 present special magnetic and magnetotransport properties, and it is commonly accepted that the local atomic structure around Mn ions plays a crucial role in determining these peculiar features. Therefore experimental techniques directly probing the local atomic structure, like x-ray absorption spectroscopy (XAS), have been widely exploited to deeply understand the physics of these compounds. Quantitative XAS analysis usually concerns the extended region [extended x-ray absorption fine structure (EXAFS)] of the absorption spectra. The near-edge region [x-ray absorption near-edge spectroscopy (XANES)] of XAS spectra can provide detailed complementary information on the electronic structure and local atomic topology around the absorber. However, the complexity of the XANES analysis usually prevents a quantitative understanding of the data. This work exploits the recently developed MXAN code to achieve a quantitative structural refinement of the Mn K-edge XANES of LaMnO3 and CaMnO3 compounds; they are the end compounds of the doped manganite series LaxCa1-xMnO3. The results derived from the EXAFS and XANES analyses are in good agreement, demonstrating that a quantitative picture of the local structure can be obtained from XANES in these crystalline compounds. Moreover, the quantitative XANES analysis provides topological information not directly achievable from EXAFS data analysis. This work demonstrates that combining the analysis of extended and near-edge regions of Mn K-edge XAS spectra could provide a complete and accurate description of Mn local atomic environment in these compounds.

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The core aim of machine learning is to make a computer program learn from the experience. Learning from data is usually defined as a task of learning regularities or patterns in data in order to extract useful information, or to learn the underlying concept. An important sub-field of machine learning is called multi-view learning where the task is to learn from multiple data sets or views describing the same underlying concept. A typical example of such scenario would be to study a biological concept using several biological measurements like gene expression, protein expression and metabolic profiles, or to classify web pages based on their content and the contents of their hyperlinks. In this thesis, novel problem formulations and methods for multi-view learning are presented. The contributions include a linear data fusion approach during exploratory data analysis, a new measure to evaluate different kinds of representations for textual data, and an extension of multi-view learning for novel scenarios where the correspondence of samples in the different views or data sets is not known in advance. In order to infer the one-to-one correspondence of samples between two views, a novel concept of multi-view matching is proposed. The matching algorithm is completely data-driven and is demonstrated in several applications such as matching of metabolites between humans and mice, and matching of sentences between documents in two languages.

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Natural hazards such as landslides are triggered by numerous factors such as ground movements, rock falls, slope failure, debris flows, slope instability, etc. Changes in slope stability happen due to human intervention, anthropogenic activities, change in soil structure, loss or absence of vegetation (changes in land cover), etc. Loss of vegetation happens when the forest is fragmented due to anthropogenic activities. Hence land cover mapping with forest fragmentation can provide vital information for visualising the regions that require immediate attention from slope stability aspects. The main objective of this paper is to understand the rate of change in forest landscape from 1973 to 2004 through multi-sensor remote sensing data analysis. The forest fragmentation index presented here is based on temporal land use information and forest fragmentation model, in which the forest pixels are classified as patch, transitional, edge, perforated, and interior, that give a measure of forest continuity. The analysis carried out for five prominent watersheds of Uttara Kannada district– Aganashini, Bedthi, Kali, Sharavathi and Venkatpura revealed that interior forest is continuously decreasing while patch, transitional, edge and perforated forest show increasing trend. The effect of forest fragmentation on landslide occurrence was visualised by overlaying the landslide occurrence points on classified image and forest fragmentation map. The increasing patch and transitional forest on hill slopes are the areas prone to landslides, evident from the field verification, indicating that deforestation is a major triggering factor for landslides. This emphasises the need for immediate conservation measures for sustainable management of the landscape. Quantifying and describing land use - land cover change and fragmentation is crucial for assessing the effect of land management policies and environmental protection decisions.

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Clustering techniques which can handle incomplete data have become increasingly important due to varied applications in marketing research, medical diagnosis and survey data analysis. Existing techniques cope up with missing values either by using data modification/imputation or by partial distance computation, often unreliable depending on the number of features available. In this paper, we propose a novel approach for clustering data with missing values, which performs the task by Symmetric Non-Negative Matrix Factorization (SNMF) of a complete pair-wise similarity matrix, computed from the given incomplete data. To accomplish this, we define a novel similarity measure based on Average Overlap similarity metric which can effectively handle missing values without modification of data. Further, the similarity measure is more reliable than partial distances and inherently possesses the properties required to perform SNMF. The experimental evaluation on real world datasets demonstrates that the proposed approach is efficient, scalable and shows significantly better performance compared to the existing techniques.

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Background: DNA methylation and its perturbations are an established attribute to a wide spectrum of phenotypic variations and disease conditions. Indian traditional system practices personalized medicine through indigenous concept of distinctly descriptive physiological, psychological and anatomical features known as prakriti. Here we attempted to establish DNA methylation differences in these three prakriti phenotypes. Methods: Following structured and objective measurement of 3416 subjects, whole blood DNA of 147 healthy male individuals belonging to defined prakriti (Vata, Pitta and Kapha) between the age group of 20-30years were subjected to methylated DNA immunoprecipitation (MeDIP) and microarray analysis. After data analysis, prakriti specific signatures were validated through bisulfite DNA sequencing. Results: Differentially methylated regions in CpG islands and shores were significantly enriched in promoters/UTRs and gene body regions. Phenotypes characterized by higher metabolism (Pitta prakriti) in individuals showed distinct promoter (34) and gene body methylation (204), followed by Vata prakriti which correlates to motion showed DNA methylation in 52 promoters and 139 CpG islands and finally individuals with structural attributes (Kapha prakriti) with 23 and 19 promoters and CpG islands respectively. Bisulfite DNA sequencing of prakriti specific multiple CpG sites in promoters and 5'-UTR such as; LHX1 (Vata prakriti), SOX11 (Pitta prakriti) and CDH22 (Kapha prakriti) were validated. Kapha prakriti specific CDH22 5'-UTR CpG methylation was also found to be associated with higher body mass index (BMI). Conclusion: Differential DNA methylation signatures in three distinct prakriti phenotypes demonstrate the epigenetic basis of Indian traditional human classification which may have relevance to personalized medicine.

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Modern technology has allowed real-time data collection in a variety of domains, ranging from environmental monitoring to healthcare. Consequently, there is a growing need for algorithms capable of performing inferential tasks in an online manner, continuously revising their estimates to reflect the current status of the underlying process. In particular, we are interested in constructing online and temporally adaptive classifiers capable of handling the possibly drifting decision boundaries arising in streaming environments. We first make a quadratic approximation to the log-likelihood that yields a recursive algorithm for fitting logistic regression online. We then suggest a novel way of equipping this framework with self-tuning forgetting factors. The resulting scheme is capable of tracking changes in the underlying probability distribution, adapting the decision boundary appropriately and hence maintaining high classification accuracy in dynamic or unstable environments. We demonstrate the scheme's effectiveness in both real and simulated streaming environments. © Springer-Verlag 2009.

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HIGHLIGHTS FOR FY 2008 1. Completed the first of a two-year Gulf sturgeon population study on the Choctawhatchee River, Florida. The sub adult and adult Gulf sturgeon population was estimated at 2,800 fish. 2. Gulf sturgeon eggs were collected at three hard bottom sites in the Apalachicola River, Florida; two sites were previously confirmed spawning areas and one was a newly confirmed spawning area. 3. Documented 55 potential environmental threats to Gulf sturgeon spawning habitat in the Pea River, Florida and Alabama. 4. Assigned the Eglin AFB Road-Stream Crossing Working Group to guide the closure, repair and maintenance of roads and road stream crossings that impact threatened and endangered species. 5. Conducted 81 assessments of fish and stream invertebrates on and in watersheds surrounding Eglin AFB. 6. Provided technical support for the 5-year status review and reclassification proposed rule for the Okaloosa darter. 7. Initiated an intensive population genetic analysis of the Okaloosa darter throughout its range. Tissues from over 200 Okaloosa darters were collected and analyzed. 8. Established a GIS database to serve as a host for data from any sites sampled for mussels in Northeast Gulf of Mexico drainages. 9. Conducted habitat surveys at 115 locations in the Apalachicola River to assess the effects of drought-related mussel mortality and strandings, evaluate habitat conditions, and assess population demography. 10. A land use/aerial imagery threats assessment data analysis was completed for the Chipola River. A total of 266 impoundments/borrow pits and 471 unpaved road crossings were identified among the threats. 11. Okaloosa darters marked with elastomeric dyes were monitored in Mill Creek, Eglin AFB, to determine movement and habitat use following completion of a fish passage project. 3 12. Partners for Fish and Wildlife funded a streambank and riparian restoration project on Econfina Creek consisting of 3,900 feet of streambank fencing to exclude cattle access. One acre of riparian floodplain was planted with native trees. 13. We provided design and on-the-ground assistance for restoring surface hydrology at St. Vincent NWR. The project restored approximately 1.5 miles of tidal stream and 100 acres of wetlands. 14. A study was completed on 11 coastal streams to document large wood debris relationships with fluvial geomorphic characteristics. 15. We developed a Population Viability Analysis model for the fat threeridge mussel to determine current and future risk of extinction. 17. A Gulf Sturgeon Friends Group, “Gulf Sturgeon Preservation Society” was organized in FY 08. 18. Multiple outreach projects were completed to detail aquatic resource conservation needs and opportunities, including National Fishing Week, Earth Day, several festivals and school outreach.

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HIGHLIGHTS FOR FY 2005 1. Assisted with a study to assess hurricane impacts to Gulf sturgeon critical foraging habitat. 2. Documented Gulf sturgeon marine movement and habitat use in the Gulf of Mexico. 3. Documented Gulf sturgeon spawning with the collection of fertilized eggs in the Apalachicola River, Florida. 4. Documented Gulf sturgeon spawning with the collection of fertilized eggs in the Yellow River, Florida. 5. Assisted with benthic invertebrate survey at Gulf sturgeon marine foraging grounds. 6. Implemented Gulf Striped Bass Restoration Plan by coordinating the 22nd Annual Morone Workshop, leading the technical committee, transporting broodfish, and coordinating the stocking on the Apalachicola-Chattahoochee-Flint (ACF) river system. 7. Over 87,000 Phase II Gulf striped bass were marked with sequential coded wire tags and stocked in the Apalachicola River. Post-stocking evaluations were conducted at 45 sites in the fall and spring and 8 thermal refuges in the summer. 8. Completed fishery surveys on 4 ponds on Eglin AFB totaling 53 acres, and completed a report with recommendations for future recreational fishery needs. 9. Completed final report for aquatic monitoring at Eglin AFB from 1999 to 2004. 10. Completed a field collection of the endangered Okaloosa darter to be incorporated into a status review to be completed in FY06. 11. Provided technical assistance to the Region 4 National Wildlife Refuge (NWR) program on changes to the fishery conservation targets for the region. Also provided technical assistance to four NWRs (i.e., Okefenokee NWR, Banks Lake NWR, St. Vincent NWR, and St. Marks NWR) relative to hurricanes and recreational fishing. 12. A draft mussel sampling protocol was tested in wadeable streams in Northwest Florida and southwest Georgia, and an associated field guide, poster, and Freshwater Mussel Survey Protocol and Identification workshop were completed in FY05. 13. Implemented recovery plan and candidate conservation actions for 14 listed and candidate freshwater mussels in the Northeast Gulf Watersheds. 14. Initiated or completed multiple stream restoration and watershed management projects. A total of 7.5 stream miles were restored for stream fishes, and 11 miles of coastline were enhanced for sea turtle lighting. A total of 630 acres of wetlands and 2,401 acres of understory habitat were restored. 15. Conducted a watershed assessment to develop a threats analysis for prioritizing restoration, protection, and enhancement to natural resources of Spring Creek, Georgia and Canoe Creek, Florida. 16. Continued the formation of an Unpaved Road Interagency Team of Federal, State, and local agencies in Northwest Florida to promote stream protection and restoration from unpaved road sediment runoff. Began the development of a technical committee agreement. 17. Conducted Alabama Unpaved Road Inventory within the Northeast Gulf Ecosystem. Data collection will be completed during FY06. 18. Finalized the development of two North Florida hydrophysiographic regional curves for use by the Florida Department of Transportation (DOT) and others involved with stream restoration and protection. Initiated the development of the Alabama Coastal Plain Riparian Reference Reach and Regional Curves for use by the Alabama Department of Environmental Management (ADEM). 19. Provided technical assistance in collecting data, analysis, and thesis formulation with Troy University, Alabama, to identify the influence of large woody debris in southeastern coastal plain streams. 20. Completed pre- and post-restoration fish community monitoring at several restoration projects including Big Escambia Creek, Magnolia Creek, and Oyster Lake, Florida. 21. Established a watershed partnership for the Chipola River in Alabama and Florida and expanded development and participation in the Spring Creek Watershed Partnership, Georgia. 22. Continued to identify barriers which inhibit the movement of aquatic species within the Northeast Gulf Ecoregion. 23. Completed a report on road crossing structures in Okaloosa darter streams to guide the closure/repair/maintenance of roads to contribute to recovery of the endangered species. In cooperation with Three Rivers RC&D Council, fish passage sites identified in the report were prioritized for restoration. 24. Monitored Aquatic Nuisance Species in the Apalachicola River and tested the sterility of exotic grass carp. 25. Multiple outreach projects were completed to detail aquatic resources conservation needs and opportunities. Participated in National Fishing Week event, several festivals, and school outreach.

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Laser interferometer gravitational wave observatory (LIGO) consists of two complex large-scale laser interferometers designed for direct detection of gravitational waves from distant astrophysical sources in the frequency range 10Hz - 5kHz. Direct detection of space-time ripples will support Einstein's general theory of relativity and provide invaluable information and new insight into physics of the Universe.

Initial phase of LIGO started in 2002, and since then data was collected during six science runs. Instrument sensitivity was improving from run to run due to the effort of commissioning team. Initial LIGO has reached designed sensitivity during the last science run, which ended in October 2010.

In parallel with commissioning and data analysis with the initial detector, LIGO group worked on research and development of the next generation detectors. Major instrument upgrade from initial to advanced LIGO started in 2010 and lasted till 2014.

This thesis describes results of commissioning work done at LIGO Livingston site from 2013 until 2015 in parallel with and after the installation of the instrument. This thesis also discusses new techniques and tools developed at the 40m prototype including adaptive filtering, estimation of quantization noise in digital filters and design of isolation kits for ground seismometers.

The first part of this thesis is devoted to the description of methods for bringing interferometer to the linear regime when collection of data becomes possible. States of longitudinal and angular controls of interferometer degrees of freedom during lock acquisition process and in low noise configuration are discussed in details.

Once interferometer is locked and transitioned to low noise regime, instrument produces astrophysics data that should be calibrated to units of meters or strain. The second part of this thesis describes online calibration technique set up in both observatories to monitor the quality of the collected data in real time. Sensitivity analysis was done to understand and eliminate noise sources of the instrument.

Coupling of noise sources to gravitational wave channel can be reduced if robust feedforward and optimal feedback control loops are implemented. The last part of this thesis describes static and adaptive feedforward noise cancellation techniques applied to Advanced LIGO interferometers and tested at the 40m prototype. Applications of optimal time domain feedback control techniques and estimators to aLIGO control loops are also discussed.

Commissioning work is still ongoing at the sites. First science run of advanced LIGO is planned for September 2015 and will last for 3-4 months. This run will be followed by a set of small instrument upgrades that will be installed on a time scale of few months. Second science run will start in spring 2016 and last for about 6 months. Since current sensitivity of advanced LIGO is already more than factor of 3 higher compared to initial detectors and keeps improving on a monthly basis, upcoming science runs have a good chance for the first direct detection of gravitational waves.

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Este estudo teve como objeto as práticas educativas em saúde desenvolvidas no Programa de Saúde da Família (PSF), no Município do Rio de Janeiro. O objetivo geral foi a compreensão das práticas educativas realizadas pelos profissionais que atuam no PSF. O interesse se deu pelo fato de reconhecer o PSF como espaço privilegiado no desenvolvimento de práticas educativas voltadas para a conscientização popular, nos aspectos sociais, políticos e da saúde, pelas suas características de atuação em território definido, e na lógica de vigilância à saúde. Ressalta-se a importância da Educação em Saúde como estratégia de intervenção por uma sociedade mais saudável. Trata-se de pesquisa qualitativa descritiva, realizada entre 2007 e 2008. A análise dos dados foi orientada pelo método de Análise de Conteúdo. Os dados foram coletados através de entrevista semi-estruturada, com cinco equipes de saúde da família, totalizando vinte profissionais. Na análise foram identificadas quatro categorias: organização do processo de trabalho, papel do profissional na equipe, organização da prática educativa e fatores que interferem na realização das práticas educativas. Na análise verificou-se que os profissionais enfrentam dificuldades no planejamento das práticas educativas, relacionadas, principalmente, à falta de capacitação pedagógica e à dificuldade de organização do processo de trabalho, centrado no modelo biomédico. Os agentes comunitários se destacam na realização das atividades, com o apoio da equipe, principalmente da enfermeira. Os temas são escolhidos, prioritariamente, a partir da identificação das necessidades de saúde dos usuários pelos profissionais. Verifica-se que há dificuldade na definição dos objetivos das práticas educativas. Predomina o formato de grupos, voltados para a promoção da saúde, mas também com enfoque preventivista. Verifica-se a presença de práticas com outras formas de relação entre profissionais e usuários, num exercício de cidadania para a qualidade de vida. A avaliação é realizada informalmente, entre os profissionais e, geralmente, se detém à quantidade de usuários participantes, ou na constatação de mudança de comportamento do usuário. Os fatores que interferem dizem respeito às relações estabelecidas entre os profissionais, e entre estes e os usuários. A violência associada ao narcotráfico surge como fator que prejudica a atividade no território. As capacitações em prática educativa também são mencionadas. Verifica-se que a forma de organização do processo de trabalho influencia fortemente, visto que a realização das práticas educativas depende diretamente da dinâmica dada ao trabalho, e do espaço destinado para essa atividade na divisão do trabalho. As questões relacionadas à infra-estrutura são relatadas, principalmente, no que diz respeito à escassez de material, recursos financeiros, e espaço físico inadequado. Percebe-se que a falta da sistematização da prática educativa parece comprometer as transformações necessárias para o seu aprimoramento e reflete a falta de compreensão dos profissionais sobre a importância do processo educativo para a saúde e como instrumento de transformação social e política dos sujeitos. Percebe-se, ainda, a necessidade de investimentos para a qualificação do profissional do PSF, não somente em relação às práticas educativas, mas também para que seja possível operar as mudanças necessárias para a reorientação do modelo de atenção à saúde proposto pelo PSF.

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Este estudo de perspectiva histórico-social estuda as transformações das práticas das enfermeiras obstétricas consequente ao movimento de humanização do campo obstétrico hospitalar. Tem por objetivos: identificar o capital global das enfermeiras obstétricas; analisar as concepções das enfermeiras sobre a prática profissional no campo obstétrico hospitalar no contexto do movimento de humanização; discutir as transformações percebidas pelas enfermeiras obstétricas sobre sua prática. Utilizei como método a história oral. Os sujeitos foram 25 enfermeiras que vivenciaram no campo obstétrico hospitalar, antes e após a implementação do movimento de humanização. Os cenários foram seis maternidades municipais do Rio de Janeiro. A técnica de coleta de dados foi a entrevista semiestruturada. À luz da perspectiva histórica realizarei a análise dos dados, tendo como base os pressupostos de Pierre Bourdieu. A conjuntura obstétrica do nascimento das entrevistadas era a de transição do parto domiciliar para o ambiente hospitalar. O cenário do parto e nascimento de muitas delas foi uma instituição pública de saúde ou conveniada. As agentes são oriundas de famílias humildes, com pouco capital econômico e cultural. Ressalta-se que as condições de acumulação de capital destas enfermeiras, à época, foram proporcionais às oportunidades que tiveram no campo social em que se encontravam e do processo de socialização. Algumas, após o curso de graduação em enfermagem, buscaram a especialização para adquirir um certificado, que lhes aumentasse o volume de capital e as legitimasse para a realização da assistência ao parto normal. O contexto político onde muitas adquiriram o título de especialista era o de implementação do modelo humanizado no campo obstétrico do município do Rio de Janeiro, favorável para a redução de práticas intervencionistas à parturiente com o incentivo ao parto normal focado na autonomia e no empoderamento feminino. Desse modo, as enfermeiras perceberam que as lutas dos agentes no campo obstétrico para a implantação de um novo modo de agir na obstetrícia foram importantes no processo de mudança de suas práticas. Especificamente sobre as transformações de sua práticas elas evidenciaram que, com esse movimento social e político elas passaram a ver e a assistir a mulher, de forma mais próxima, mais humanizada através da aquisição de capital cultural eficiente, outra evidência destacada foi quanto à questão das lutas, houve o reconhecimento de que as lutas foram importantes no processo de mudança, pois com estas foi possível adquirir lucros simbólicos significativos que permitiram gerar mudanças de posição e de práticas obstétricas no campo hospitalar.

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[EN] The concept of image in its different aspects is very important in today s society as well as in the business management field. Some authors reports that most of the studies that measure image do not take into account neither previous theoretical and conceptual models nor other possible empirical evidence alternatives. Given this need, a research regarding the concept of brand image applied to shopping malls was conducted based on the conceptual model of the consumer cognitive response in order to empirically explore and contrast it. For this reason, a survey was applied to 420 consumers in five shopping malls in Bogotá, achieving a database of 3.749 cases. The results show attribute-shopping mall associations expressed in unique, differentiated, and notorious vocabulary obtained applying lexicometric and multivariate analysis techniques. Attribute-shopping mall associations such as spacious , good location , good variety of stores , and the existence of movie theaters . Finally, this research aims to potentially improve the management of shopping malls and increase their attractiveness and customer loyalty by applying the development of service quality systems, integral communication, segmentation, and positioning.

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Trata-se de pesquisa descritiva com abordagem qualitativa cujo objeto é o processo de interação da mulher com as características do relacionamento estável, a partir dos significados por ela atribuídos no contexto da aids. Os objetivos são: identificar os significados das características de relacionamento estável para as mulheres; Descrever o processo de interação social da mulher em relacionamento estável no contexto da aids, a partir dos significados por ela atribuídos; Analisar e interpretar o processo de interação social feminina com base nos princípios do interacionismo Simbólico e elaborar um modelo teórico explicativo do processo de interação social da mulher em relacionamento estável no contexto da epidemia da aids. O estudo foi realizado no Município do Rio de Janeiro, em lugares de grande circulação de pessoas. A escolha deste cenário se deu em função do local ser rico na diversidade de mulheres, de diferentes raças, condições socioeconômicas, idades, religiões e comportamentos, que frequentaram e transitaram por estes espaços durante os meses de novembro de 2011 a março de 2012. Para responder os objetivos foram formados quatro grupos amostrais com mulheres que se auto-declaram em um relacionamento estável, com idade acima de 18 anos, sem predeterminação de ocupação e raça. Foram atendidas todas as exigências preconizadas na Resolução 196/1996 do Conselho Nacional de Saúde. As entrevistas foram gravadas em aparelho de mp4, seu conteúdo foi transcrito o mais rápido possível para análise concomitante dos dados. O processo de coleta e análise dos dados foi guiado pela amostragem teórica, que consiste em definir quais dados coletar e onde localizá-los. Este é um dos elementos essenciais do processo de construção da teoria. O processo de análise foi baseado nos pressupostos teórico-metodológicos do Interacionismo Simbólico e da Grounded Theory. Os dados foram organizados em 3 categorias e mostraram que as mulheres valorizam e idealizam as características do relacionamento estável pautadas pelo amor romântico. A aids incluiu novas concepções de insegurança/ desconfiança/ dúvida, porém demonstra ser um objeto social de pouca influência para tomada de decisão para autoproteção contra a aids. Para as mulheres, a lógica de prevenção ainda se dá na crença nos valores inerentes ao relacionamento estável e com cuidados de saúde. Assim, a mulher decide não se proteger contra aids devido às construções culturais de gênero e aos aspectos afetivos do relacionamento.

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185 p.