847 resultados para sustainable assessment tools
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O presente trabalho pretende auxiliar o processo de consolidação do conceito de sustentabilidade no seio das organizações. Partindo de ferramentas de gestão e avaliação já existentes, esta tese sugere a sua integração numa única metodologia, ultrapassando desse modo as limitações e potenciando as suas capacidades enquanto ferramentas isoladas. O modelo proposto para o Sistema de Gestão da Sustentabilidade (SGS) integra assim: o conceito de melhoria contínua característico dos sistemas de gestão normalizados; a capacidade de tradução da perspetiva estratégica da gestão para o plano operacional, característica do Business Scorecard (BSC); e, por fim, a avaliação emergética é ainda utilizada como uma ferramenta de avaliação da sustentabilidade de sistemas. Um objetivo secundário desta tese prende-se com o desenvolvimento de um procedimento para a realização da análise emergética de um sistema. Depois de analisada a literatura referente à utilização da análise emergética, identificou-se como necessária a definição de um procedimento normalizado, adotando um conjunto de tarefas e um formato de apresentação de resultados que permita disseminar o conceito e tornar a ferramenta mais “utilizável”. Por outro lado, procurou-se dotar o procedimento com um conjunto de indicações que permitem ultrapassar limitações e inconvenientes apontados pelos críticos mas também utilizadores do método, nomeadamente: problemas de dupla contagem, cálculo da incerteza da análise e critérios de qualidade da informação utilizada. O modelo dos sistemas de gestão normalizados apresenta um papel central na metodologia proposta. O conceito de “melhoria contínua” afigura-se como fundamental num sistema que pretende implementar o conceito “desenvolvimento sustentável” e avaliar o seu desempenho à luz do mesmo. Assim, o ciclo Plan-Do-check-Act (PDCA) deve ser utilizado para implementar o SGS de acordo com uma Política para a Sustentabilidade que a organização deve desenvolver. Definida a Política, o modelo baseia-se então no ciclo PDCA: fase de planeamento; fase de implementação; fase de verificação; e fase de revisão. É na fase de planeamento do SGS que se sugere a introdução das outras duas ferramentas: a análise emergética (AEm) e o BSC. A fase de planeamento do modelo de SGS proposto neste trabalho foi aplicada à Universidade de Aveiro (UA), incluindo a definição de uma Política para a Sustentabilidade e o planeamento estratégico e operacional. A avaliação emergética à UA foi realizada recorrendo ao procedimento desenvolvido nesta tese e permitiu caracterizar e avaliar os fluxos de recursos que a “alimentam” sob uma só unidade, atribuindo deste modo graus de importância aos diferentes recursos utilizados. A informação representa 96% do total de recursos utilizados na UA, quando avaliados sob o ponto de vista emergética. Para além da informação, os fluxos financeiros representam a maior fatia do orçamento emergético da UA, grande parte dos quais serve para sustentar os serviços prestados pelo corpo docente da UA. Analisando valores históricos de 3 indicadores de desempenho emergético, observa-se que a UA não regista uma evolução positiva em nenhum dos indicadores: a emergia utilizada nos edifícios tem-se mantido mais ou menos constante; a retribuição emergética da UA para a sociedade, avaliada sobre a forma de diplomados, tem diminuído; e a relação emergética entre professores e alunos tem também diminuído, facto que pode refletir-se na qualidade dos “produtos” da UA. Da aplicação do SGS à UA regista-se: a adequabilidade do ciclo PDCA à implementação de um SGS; a capacidade da AEm “obrigar” a organização a adotar uma abordagem sistémica da sua atividade, resultando numa visão mais aprofundada da sua relação com o contexto ambiental, económico e social em que se insere; a importância da visão estratégica e da sua tradução em termos operacionais na fase de planeamento de um SGS; e, por fim, a capacidade de adaptação e dupla funcionalidade (implementação e avaliação) do modelo de SGS proposto. A metodologia de SGS proposta nesta tese, sendo direcionada para todo o tipo de organizações, não se desvirtua quando aplicada ao contexto específico das instituições de ensino superior e permite implementar e avaliar o conceito “desenvolvimento sustentável” nas quatro dimensões da universidade (Educação, Investigação, Operação; Relação com as partes interessadas).
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A short series of articles in Nursing Older People, starting in September, presents case study examples of the positive work achieved by trusts that participated in the RCN’s development programme to improve dementia care in acute hospitals. This introductory article reports on the independent evaluation of the programme. The programme included a launch event, development days, site visits, ongoing support by the RCN lead and carer representatives and a conference to showcase service improvements. The evaluation drew on data from a survey, the site visits, trust action plans and a range of self-assessment tools for dementia care. The findings highlight substantial progress towards programme objectives and learning outcomes and suggest that the programme provided the focus, impetus and structure for trusts to make sustainable changes. It also equipped participants with the strategies and confidence to change practice. Recommendations are made for taking the programme forward.
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RESUMO: Os indivíduos com doença mental grave, assim como os seus familiares, podem ser caracterizados como uma população em que ocorre uma combinação complexa de necessidades médicas e psicossociais, nomeadamente a nível do diagnóstico e do acesso aos serviços de saúde mental. A avaliação de necessidades pode fornecer informações importantes para o desenvolvimento de intervenções eficazes, tanto a nível da população como a nível individual. Este estudo teve como objetivo determinar as diferentes necessidades reportadas pelos pacientes com doença mental grave e seus familiares , assim como investigar as possíveis relações entre o estado de necessidades e as variáveis sócio-demográficas e clínicas. Simultaneamente, o estudo teve como objetivo avaliar a sobrecarga familiar e a satisfação dos utentes com os serviços de saúde mental. Foi elaborado um estudo transversal, realizado numa amostra de conveniência de cinquenta díades de paciente/membro da família, seguidos em regime de ambulatório no Centro Nacional de Saúde Mental. Foram utilizados como instrumentos de avaliação um questionário sociodemográfico, a Escala Breve de Avaliação Psiquiátrica (BPRS), o questionário de Avaliação de Necessidades de Camberwell (CAN), o Questionário de Avaliação do Envolvimento (IEQ) e a Escala de Verona de Satisfação com os Serviços (VSSS). As mais frequentes necessidades não-satisfeitas foram o ‘sofrimento psicológico’, as ‘atividades sociais’ e os ‘benefícios sociais’. O estudo mostrou uma sobrecarga significativa nas famílias que cuidam de pessoas com doença mental grave, que se correlacionou com as suas opiniões sobre as necessidades dos pacientes e teve um impacto negativo sobre o bem-estar psicológico. Os três mais importantes predictores de sofrimento psíquico em familiares foram o sexo, a situação laboral e a relação com o paciente. A avaliação da satisfação com os serviços revelou a existência de um hiato significativo entre os serviços prestados e os serviços desejados, reportados pelos pacientes e seus familiares. A maioria dos participantes do estudo desejavam ter um trabalho protegido, ou receber ajuda para encontrar emprego. Os resultados deste estudo poderão ser usados para fins de planeamento desenvolvimento e avaliação de serviços de saúde mental no Azerbeijão. Algumas recomendações sobre a melhoria dos serviços de saúde mental para pacientes com doença mental grave e suas famílias são feitas na secção final do trabalho.----------ABSTRACT: Patients suffering from severe mental illness, in addition to their family members, may be characterized as a population with a complex combination of medical and psychosocial needs, which are under-recognized and under-addressed by mental health services. At the same time, needs assessment provides important information necessary for developing effective interventions at both population and individual level. The study was aimed to determine various needs perceived by patients with SMI and their family members, as well as to find out possible relations between the needs and socio-demographic and clinical variables. Similarly the study was intended to evaluate family burden and users’ satisfaction with services. This was a cross-sectional study conducted on a convenience sample. Fifty dyads of a patient and family member applying for out-patient services to the National Mental Health Centre participated in the study. Sociodemographic questionnaire, Brief Psychiatric Rating Scale, Camberwell Assessment of Need, Involvement Evaluation Questionnaire, and Verona Service Satisfaction Scale were used as assessment tools. The most prominent unmet needs reported by people with SMI and their relatives were psychological distress, social activities and welfare benefits. The study showed significant burden in families caring for people with SMI, which correlated with their views about patients’ needs and had a negative impact on the psychological well-being. The three most important predictors of psychological distress in family members were gender, employment status and relationship to patient. Evaluation of satisfaction with services pointed out the gap between provided and desired services reported by patients and their relatives. Most of study participants wished to have sheltered work, or receive help in finding employment. The results of this study may be used for the purposes of mental health service planning, development and evaluation in our country. Some recommendations on improvement of mental health services for patients with SMI and their families have been made in the conclusion.
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RESUMO: Enthesitis is the hallmark of spondyloarthritis (SpA), and is observed in all subtypes. Wide information on SpA abnormalities, including synovitis, tendinitis and enthesitis, can be efficiently perceived by Doppler ultrasound. Furthermore, several studies on imaging of enthesis showed that imaging techniques are better than clinical examination to detect enthesis alterations; and vascularized enthesitis detected by Doppler ultrasound appears to be a valuable diagnostic tool to confirm SpA diagnosis. However, data published until now concerning entheseal elementary alterations that characterize SpA enthesitis (enthesis inflammatory activity) or enthesopathy (permanent structural changes) reflect rather the authors’ empiric opinion than a methodological validation process. In this sense it seems crucial to identify elementary entheseal lesions associated with activity or damage, in order to improve monitoring and treatment response in SpA patients. The development of better assessment tools is today a challenge and a need in SpA. The first study of this thesis focused on the analysis of the reliability of inter-lector and inter-ultrasonography equipment of Madrid sonography enthesitis index (MASEI). Fundamental data for the remaining unrolling project validity. In the second and third studies we concerned about two entheseal elemental lesions: erosions and bursa. In literature erosions represent a permanent structural damage, being useful for monitoring joint injury, disease activity and therapeutic response in many rheumatic diseases; and to date, this concept has been mostly applied in rheumatoid arthritis (RA). Unquestionably, erosion is a tissue-related damage and a structural change. However, the hypothesis that we decided to test was if erosions represent a permanent structural change that can only grow and worsen over time, as occurs in RA, or a transitory alteration. A longitudinal study of early SpA patients was undertaken, and the Achilles enthesis was used as a model. Our results strongly suggested that previously detected erosions could disappear during the course of the disease, being consistent with the dynamic behavior of erosion over time. Based on these striking results it seems reasonable to suggest that the new-bone formation process in SpA could be associated with the resolution of cortical entheseal erosion over time. These results could also be in agreement with the apparent failure of anti-tumor necrosis factor (TNF) therapies to control bone proliferation in SpA; and with the relation of TNF-α, Dickkopf-related protein 1 (Dkk-1) and the regulatory molecule of the Wnt signaling pathway in the bone proliferation in SpA. In the same model, we then proceeded to study the enthesis bursa. Interestingly, the Outcome Measures in Rheumatology Clinical Trials (OMERACT) enthesopathy definition does not include bursa as an elementary entheseal lesion. Nonetheless, bursa was included in 46% of the enthesis studies in a recently systematic literature review, being in agreement with the concept of “synovio-entheseal complex” that includes the link between enthesitis and osteitis in SpA. It has been clarified in recent data that there is not only a close functional integration of the enthesis with the neighboring bone, but also a connection between enthesitis and synovitis. Therefore, we tried to assess the prevalence and relevance of the bursa-synovial lesion in SpA. Our findings showed a significant increase of Achilles bursa presence and thickness in SpA patients compared to controls (healthy/mechanical controls and RA controls). These results raise awareness to the need to improve the enthesopathy ultrasonographic definition. In the final work of this thesis, we have explored new perspectives, not previously reported, about construct validity of enthesis ultrasound as a possible activity outcome in SpA. We performed a longitudinal Achilles enthesis ultrasound study in patients with early SpA. Achilles ultrasound examinations were performed at baseline, six- and twelve-month time periods and compared with clinical outcome measures collected at basal visit. Our results showed that basal erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) are higher in patients with Doppler signal in enthesis, and even that higher basal ESR, CRP and Ankylosing Spondylitis Disease Activity Score (ASDAS) predicted a higher Doppler signal (an ultrasound alteration accepted as representative of inflammation) six months later. Patients with very high disease activity assessed by ASDAS (>3.5) at baseline had significantly higher Achilles total ultrasound score verified at the same time; and ASDAS <1.3 predicted no Doppler signal at six and twelve months. This seems to represent a connection between classical biomarkers and clinical outcomes associated with SpA activity and Doppler signal, not only at the same time, but also for the following months. Remarkably, patients with inactive disease (ASDAS < 1.3) at baseline had no Doppler signal at six and twelve months. These findings reinforce the potential use of ultrasound related techniques for disease progression assessment and prognosis purposes. Intriguingly, Ankylosing Spondylitis Disease Activity Index (BASDAI) didn’t show significant differences between different cut-offs concerning ultrasound lesions or Doppler signal, while verified with ASDAS. These results seem to indicate that ASDAS reflects better than BASDAI what happens in the enthesis. The work herein discussed clearly shows the potential utility of ultrasound in enthesis assessment in SpA patients, and can be important for the development of ultrasound activity and structural damage scores for diagnosis and monitoring purposes. Therefore, local promotion of this technique constitutes a medical intervention that is worth being tested in SpA patients for diagnosis, monitoring and prognosis purposes.
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Learning to write is a daunting task for many young children. The purpose of this study was to examine the impact of a combined approach to writing instruction and assessment on the writing performance of students in two grade 3 classes. Five forms and traits of writing were purposefully connected during writing lessons while exhibiting links to the four strands of the grade 3 Ontario science curriculum. Students then had opportunities to engage in the writing process and to self-assess their compositions using either student-developed (experimental group/teacher-researcher's class) or teachercreated (control group/teacher-participant's class) rubrics. Paired samples t-tests revealed that both the experimental and control groups exhibited statistically significant growth from pretest to posttest on all five integrated writing units. Independent samples t-tests showed that the experimental group outperformed the control group on the persuasive + sentence fluency and procedure + word choice writing tasks. Pearson product-moment correlation r tests revealed significant correlations between the experimental group and the teacher-researcher on the recount + ideas and report + organization tasks, while students in the control group showed significant correlations with the teacher-researcher on the narrative + voice and procedure + word choice tasks. Significant correlations between the control group and the teacher-participant were evident on the persuasive + sentence fluency and procedure + word choice tasks. Qualitative analyses revealed five themes that highlighted how students' self-assessments and reflections can be used to guide teachers in their instructional decision making. These findings suggest that educators should adopt an integrated writing program in their classrooms, while working with students to create and utilize purposeful writing assessment tools.
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The techno-economic performance of a small wind turbine is very sensitive to the available wind resource. However, due to financial and practical constraints installers rely on low resolution wind speed databases to assess a potential site. This study investigates whether the two site assessment tools currently used in the UK, NOABL or the Energy Saving Trust wind speed estimator, are accurate enough to estimate the techno-economic performance of a small wind turbine. Both the tools tend to overestimate the wind speed, with a mean error of 23% and 18% for the NOABL and Energy Saving Trust tool respectively. A techno-economic assessment of 33 small wind turbines at each site has shown that these errors can have a significant impact on the estimated load factor of an installation. Consequently, site/turbine combinations which are not economically viable can be predicted to be viable. Furthermore, both models tend to underestimate the wind resource at relatively high wind speed sites, this can lead to missed opportunities as economically viable turbine/site combinations are predicted to be non-viable. These results show that a better understanding of the local wind resource is a required to make small wind turbines a viable technology in the UK.
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The sustainable intelligent building is a building that has the best combination of environmental, social, economic and technical values. And its sustainability assessment is related with system engineering methods and multi-criteria decision-making. Therefore firstly, the wireless monitoring system of sustainable parameters for intelligent buildings is achieved; secondly, the indicators and key issues based on the “whole life circle” for sustainability of intelligent buildings are researched; thirdly, the sustainable assessment model identified on the structure entropy and fuzzy analytic hierarchy process is proposed.
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New models for estimating bioaccumulation of persistent organic pollutants in the agricultural food chain were developed using recent improvements to plant uptake and cattle transfer models. One model named AgriSim was based on K OW regressions of bioaccumulation in plants and cattle, while the other was a steady-state mechanistic model, AgriCom. The two developed models and European Union System for the Evaluation of Substances (EUSES), as a benchmark, were applied to four reported food chain (soil/air-grass-cow-milk) scenarios to evaluate the performance of each model simulation against the observed data. The four scenarios considered were as follows: (1) polluted soil and air, (2) polluted soil, (3) highly polluted soil surface and polluted subsurface and (4) polluted soil and air at different mountain elevations. AgriCom reproduced observed milk bioaccumulation well for all four scenarios, as did AgriSim for scenarios 1 and 2, but EUSES only did this for scenario 1. The main causes of the deviation for EUSES and AgriSim were the lack of the soil-air-plant pathway and the ambient air-plant pathway, respectively. Based on the results, it is recommended that soil-air-plant and ambient air-plant pathway should be calculated separately and the K OW regression of transfer factor to milk used in EUSES be avoided. AgriCom satisfied the recommendations that led to the low residual errors between the simulated and the observed bioaccumulation in agricultural food chain for the four scenarios considered. It is therefore recommended that this model should be incorporated into regulatory exposure assessment tools. The model uncertainty of the three models should be noted since the simulated concentration in milk from 5th to 95th percentile of the uncertainty analysis often varied over two orders of magnitude. Using a measured value of soil organic carbon content was effective to reduce this uncertainty by one order of magnitude.
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Os camarões do gênero Macrobrachium, pertencentes à família Palaemonidae, são muito utilizados tanto na aqüicultura como explorados através da pesca comercial. Dentre as espécies do gênero, M. amazonicum destaca-se por ser largamente consumido, apresentar carne saborosa e possuir larga distribuição geográfica. Considerando a importância sócio-econômica deste recurso para o Estado do Pará, este trabalho tem o objetivo de descrever a dinâmica populacional e avaliar o estoque do camarão cascudo M. amazonicum da Ilha do Combú (Pará). A coleta de dados ocorreu entre os meses de março de 2002 a fevereiro de 2003 (exceto agosto) onde aproximadamente 500 gramas de camarão eram obtidos mensalmente. Em laboratório, os indivíduos eram medidos (comprimento total e comprimento da carapaça) e pesados (peso total). Para a determinação da fecundidade, depois de removida a massa ovígera, os ovos foram transferidos para uma solução com água na qual foram retiradas alíquotas para a contagem dos ovos sob um microscópio estereoscópio. Para a determinação dos parâmetros populacionais foi utilizado o Programa FISAT (Fish Stock Assessment Tools). As fêmeas alcançam comprimento máximo menor que os machos, porém seus comprimentos médios mensais foram superiores ao longo de todo o ano. Ocorreu uma proporção significativa favorável, às fêmeas nos meses de julho, setembro, janeiro e fevereiro e nas classes de comprimento 2,5-2,9 cm e 6,5 a 9,4 cm. A fecundidade mostrou uma relação linear com o comprimento total onde o número de ovos variou de 40 a 3.375 ovos/fêmea. Evidenciou-se 3 coortes para a espécie que nascem entre dezembro-janeiro/02, setembro-outubro/02 e abril-maio/03. Considerando diversas metodologias, os parâmetros de crescimento foram similares entre si, na qual o K para os machos foi maior e variou entre 0,7 a 1,36 cm/mês e nas fêmeas variou entre 0,66 a 0,91 cm/mês. O L∞ (para a maioria das metodologias) também foi superior para os machos (12,37 a 17,66 cm) quando comparado com as fêmeas (12,66 a 14,14 cm). Os valores estimados da mortalidade total Z pela curva de captura foram maiores nos machos (valores entre 3,15 e 6,13) quando comparado com as fêmeas (valores de 3,86 a 6,89) o mesmo ocorreu para o método de Beverton e Holt, para machos (valores entre 5,43 a 9,31) e fêmeas (valores de 4,43 a 4,92). O tamanho de primeira captura (Lc), foi maior nas fêmeas (5,88 cm) quando comparados com os machos (4,25 cm). A EMSY (taxa de exploração para a obtenção do rendimento máximo sustentável) de machos e fêmeas está abaixo de E (taxa de explotação atual) indicando uma sobrepesca dos estoques de M. amazonicum na Ilha do Combú.
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[EN] This paper describes VPL, a Virtual Programming Lab module for Moodle, developed at the University of Las Palmas of Gran Canaria (ULPGC) and released for free uses under GNU/GPL license. For the students, it is a simple development environment with auto evaluation capabilities. For the instructors, it is a students' work management system, with features to facilitate the preparation of assignments, manage the submissions, check for plagiarism, and do assessments with the aid of powerful and flexible assessment tools based on program testing, all of that being independent of the programming language used for the assignments and taken into account critical security issues.
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The increasing aversion to technological risks of the society requires the development of inherently safer and environmentally friendlier processes, besides assuring the economic competitiveness of the industrial activities. The different forms of impact (e.g. environmental, economic and societal) are frequently characterized by conflicting reduction strategies and must be holistically taken into account in order to identify the optimal solutions in process design. Though the literature reports an extensive discussion of strategies and specific principles, quantitative assessment tools are required to identify the marginal improvements in alternative design options, to allow the trade-off among contradictory aspects and to prevent the “risk shift”. In the present work a set of integrated quantitative tools for design assessment (i.e. design support system) was developed. The tools were specifically dedicated to the implementation of sustainability and inherent safety in process and plant design activities, with respect to chemical and industrial processes in which substances dangerous for humans and environment are used or stored. The tools were mainly devoted to the application in the stages of “conceptual” and “basic design”, when the project is still open to changes (due to the large number of degrees of freedom) which may comprise of strategies to improve sustainability and inherent safety. The set of developed tools includes different phases of the design activities, all through the lifecycle of a project (inventories, process flow diagrams, preliminary plant lay-out plans). The development of such tools gives a substantial contribution to fill the present gap in the availability of sound supports for implementing safety and sustainability in early phases of process design. The proposed decision support system was based on the development of a set of leading key performance indicators (KPIs), which ensure the assessment of economic, societal and environmental impacts of a process (i.e. sustainability profile). The KPIs were based on impact models (also complex), but are easy and swift in the practical application. Their full evaluation is possible also starting from the limited data available during early process design. Innovative reference criteria were developed to compare and aggregate the KPIs on the basis of the actual sitespecific impact burden and the sustainability policy. Particular attention was devoted to the development of reliable criteria and tools for the assessment of inherent safety in different stages of the project lifecycle. The assessment follows an innovative approach in the analysis of inherent safety, based on both the calculation of the expected consequences of potential accidents and the evaluation of the hazards related to equipment. The methodology overrides several problems present in the previous methods proposed for quantitative inherent safety assessment (use of arbitrary indexes, subjective judgement, build-in assumptions, etc.). A specific procedure was defined for the assessment of the hazards related to the formations of undesired substances in chemical systems undergoing “out of control” conditions. In the assessment of layout plans, “ad hoc” tools were developed to account for the hazard of domino escalations and the safety economics. The effectiveness and value of the tools were demonstrated by the application to a large number of case studies concerning different kinds of design activities (choice of materials, design of the process, of the plant, of the layout) and different types of processes/plants (chemical industry, storage facilities, waste disposal). An experimental survey (analysis of the thermal stability of isomers of nitrobenzaldehyde) provided the input data necessary to demonstrate the method for inherent safety assessment of materials.
From fall-risk assessment to fall detection: inertial sensors in the clinical routine and daily life
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Falls are caused by complex interaction between multiple risk factors which may be modified by age, disease and environment. A variety of methods and tools for fall risk assessment have been proposed, but none of which is universally accepted. Existing tools are generally not capable of providing a quantitative predictive assessment of fall risk. The need for objective, cost-effective and clinically applicable methods would enable quantitative assessment of fall risk on a subject-specific basis. Tracking objectively falls risk could provide timely feedback about the effectiveness of administered interventions enabling intervention strategies to be modified or changed if found to be ineffective. Moreover, some of the fundamental factors leading to falls and what actually happens during a fall remain unclear. Objectively documented and measured falls are needed to improve knowledge of fall in order to develop more effective prevention strategies and prolong independent living. In the last decade, several research groups have developed sensor-based automatic or semi-automatic fall risk assessment tools using wearable inertial sensors. This approach may also serve to detect falls. At the moment, i) several fall-risk assessment studies based on inertial sensors, even if promising, lack of a biomechanical model-based approach which could provide accurate and more detailed measurements of interests (e.g., joint moments, forces) and ii) the number of published real-world fall data of older people in a real-world environment is minimal since most authors have used simulations with healthy volunteers as a surrogate for real-world falls. With these limitations in mind, this thesis aims i) to suggest a novel method for the kinematics and dynamics evaluation of functional motor tasks, often used in clinics for the fall-risk evaluation, through a body sensor network and a biomechanical approach and ii) to define the guidelines for a fall detection algorithm based on a real-world fall database availability.
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Background: The recent development of semi-automated techniques for staining and analyzing flow cytometry samples has presented new challenges. Quality control and quality assessment are critical when developing new high throughput technologies and their associated information services. Our experience suggests that significant bottlenecks remain in the development of high throughput flow cytometry methods for data analysis and display. Especially, data quality control and quality assessment are crucial steps in processing and analyzing high throughput flow cytometry data. Methods: We propose a variety of graphical exploratory data analytic tools for exploring ungated flow cytometry data. We have implemented a number of specialized functions and methods in the Bioconductor package rflowcyt. We demonstrate the use of these approaches by investigating two independent sets of high throughput flow cytometry data. Results: We found that graphical representations can reveal substantial non-biological differences in samples. Empirical Cumulative Distribution Function and summary scatterplots were especially useful in the rapid identification of problems not identified by manual review. Conclusions: Graphical exploratory data analytic tools are quick and useful means of assessing data quality. We propose that the described visualizations should be used as quality assessment tools and where possible, be used for quality control.
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There is a need to validate risk assessment tools for hospitalised medical patients at risk of venous thromboembolism (VTE). We investigated whether a predefined cut-off of the Geneva Risk Score, as compared to the Padua Prediction Score, accurately distinguishes low-risk from high-risk patients regardless of the use of thromboprophylaxis. In the multicentre, prospective Explicit ASsessment of Thromboembolic RIsk and Prophylaxis for Medical PATients in SwitzErland (ESTIMATE) cohort study, 1,478 hospitalised medical patients were enrolled of whom 637 (43%) did not receive thromboprophylaxis. The primary endpoint was symptomatic VTE or VTE-related death at 90 days. The study is registered at ClinicalTrials.gov, number NCT01277536. According to the Geneva Risk Score, the cumulative rate of the primary endpoint was 3.2% (95% confidence interval [CI] 2.2-4.6%) in 962 high-risk vs 0.6% (95% CI 0.2-1.9%) in 516 low-risk patients (p=0.002); among patients without prophylaxis, this rate was 3.5% vs 0.8% (p=0.029), respectively. In comparison, the Padua Prediction Score yielded a cumulative rate of the primary endpoint of 3.5% (95% CI 2.3-5.3%) in 714 high-risk vs 1.1% (95% CI 0.6-2.3%) in 764 low-risk patients (p=0.002); among patients without prophylaxis, this rate was 3.2% vs 1.5% (p=0.130), respectively. Negative likelihood ratio was 0.28 (95% CI 0.10-0.83) for the Geneva Risk Score and 0.51 (95% CI 0.28-0.93) for the Padua Prediction Score. In conclusion, among hospitalised medical patients, the Geneva Risk Score predicted VTE and VTE-related mortality and compared favourably with the Padua Prediction Score, particularly for its accuracy to identify low-risk patients who do not require thromboprophylaxis.
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There is growing clinical evidence that even young children experience pain and accompanying anxiety. Few instruments have been validated to assess pain characteristics in children. The study of related demographic, illness, psychologic and parental factors in children has also been limited. This study examines the reliability and validity of pain assessment tools in an outpatient pediatric cancer population. A total of 78 children from three to fifteen years of age were observed and interviewed about the pain of invasive procedures. The effect of cultural factors and the stress of acculturation were examined by comparing data from two cultural groups, Anglo and Hispanic.^ Spielberger State-Trait Anxiety Scales were administered to children and parents prior to an invasive procedure. The Procedure Behavioral Checklist (PBCL) was used for observation of the child's response during the procedure. The Children's Procedural Interview (CPI) which contains items on the PBCL and visual analogues (scales of faces indicating varying degrees of pain and anxiety) was administered following the procedure.^ Reliability coefficients for Anglos were.78 on the PBCL,.79 on the CPI and.85 on the visual analogue scales. For Hispanics, the reliability for the PBCL was.54, while the CPI had a reliability of.72 and the visual analogue scales,.87. Construct validity was demonstrated by high correlations between the PBCL and CPI scores for both ethnic groups (.66 for Anglos and.64 for Hispanics) and by the significant correlation of State anxiety scores with both PBCL and CPI scores. Age was inversely correlated with PBCL and CPI scores for both ethnic groups. Hispanic parents' anxiety scores were higher than Anglo parents, but were not highly correlated with their child's PBCL, CPI or State-Trait anxiety scores. Caregivers' ratings were correlated with the PBCL scores for Anglos but not for Hispanics.^ The findings of this study indicate that pain responses may be reliably assessed using both observational and self-report methods in children, though differences in Anglo and Hispanic cultures exist. Differences in pain symptomatology and assessment in the two cultural groups warrant further study. ^