A utilização de actos complementares de diagnóstico: uma análise económica

Dissertação submetida para obtenção do grau de Doutor em Saúde Pública Especialidade de Economia da Saúde

Caracterização da intervenção da Fisioterapia em indivíduos com dor crónica lombar, e seus resultados a nível da dor e capacidade funcional

RESUMO: Objectivo: Este trabalho teve como objectivo contribuir para o processo de adaptação cultural da Quebec Back Pain Disability Scale (QBPDS), através do estudo da sua Validade de Constructo e Poder de Resposta, e caracterizar a intervenção realizada pela fisioterapia (FT) e os resultados obtidos em utentes com dor crónica lombar (DCL). Introdução: A redução da incapacidade funcional associada à DCL é um dos principais objectivos e resultados da intervenção da FT nestes utentes. Com o intuito de proceder à sua avaliação, pode recorrer-se a um conjunto de diferentes instrumentos de medida, sendo a QBPDS uma das escalas mais utilizadas para medir a incapacidade. Embora esta tenha sido anteriormente adaptada para a população portuguesa, não foram determinadas as suas propriedades psicométricas. Por outro lado, apesar da literatura referir que os serviços de FT são bastante procurados por indivíduos com DCL, em Portugal, a informação existente sobre a prática da FT nesta condição clínica e sobre os resultados obtidos é ainda escassa. Metodologia: Recorreu-se a um estudo de coorte prospectivo com uma amostra de conveniência, constituída por 119 indivíduos com DCL, que iniciaram fisioterapia em 16 centros/ hospitais/ clínicas de Fisioterapia/ utentes no domicílio, e cumpriam os critérios de inclusão e exclusão estabelecidos. Os utentes foram avaliados no momento pré-intervenção e num segundo momento até 6 semanas depois. As propriedades psicométricas da Quebec Back Pain Disability Scale –Versão Portuguesa (QBPDS-VP) avaliadas foram a Validade de Constructo e o Poder de Resposta. Posteriormente procedeu-se à caracterizar a prática da FT quanto às modalidades utilizadas, número de sessões de tratamento e duração do episódio de cuidados. Adicionalmente descreveu-se os resultados obtidos após a intervenção da FT, ao nível da dor e incapacidade. Resultados: Os resultados revelaram um resultado positivo para a Validade de Constructo da QBPDS-VP e um elevado Poder de Resposta (área abaixo da curva ROC = 0,736; IC95%=0,639-0,833). Apresenta ainda uma diferença mínima clinicamente importante (DMCI) de 7 pontos (sensibilidade =72,4% e especificidade = 69,8%). Aquando da intervenção da FT em casos de DCL, existe uma grande diversidade de modalidades realizadas combinadas em diferentes pacotes de intervenção, e verificou-se um número médio de sessões realizadas de 14,22 visitas por utente, numa duração de episódio de cuidados maioritariamente superior a 6 semanas. Os resultados da intervenção revelaram uma redução significativa da incapacidade funcional e da intensidade da dor (z= -7,440 e z=-6,625; respectivamente, p=0,000). Conclusão: Os resultados do presente estudo revelam que a QBPDS-VP possui uma boa Validade de Constructo e Poder de Resposta. Revela ainda que a intervenção da FT em casos de DCL, apesar de apresentar grande diversidade nas modalidades utilizadas por vezes até divergentes das recomendações dadas pelas normas de orientação clínica, e uma duração do episódio de cuidados aparentemente superior aos dados fornecidos pela literatura; proporciona uma redução significativa dos níveis de dor e incapacidade em utentes com DCL.------------ ABSTRACT: Objective: The aim of this study is to contribute to the process of cultural adaptation of the Quebec Back Pain Disability Scale (QBPDS), through the study of its Construct Validity and Responsiveness, and characterize the intervention performed by physical therapy (PT) and the results in patients with chronic low back pain (CLBP). Introduction: The reduction in functional disability associated with CLBP is one of the main purpose and results of physical therapy intervention in these patients. With the intention of evaluating them, the professionals can resort to a set of different measuring instruments, and the QBPDS is one of the most commonly used scales for measuring disability. Although this has been previously adapted for the Portuguese population, it was not determined its psychometric properties. Moreover, despite the literature noted that services for PT are quite sought by individuals with CLBP, in Portugal, the existing information on the practice of PT in this clinical condition and the results obtained are still scarce. Methodology: It was used a prospective cohort study with a convenience sample consisting of 119 individuals with CLBP, who started therapy at 16 centers / hospitals / Physiotherapy clinics / household physiotherapy, and fulfiled the inclusion and exclusion criteria established . The patients were assessed at pre-intervention and a second time after 6 weeks. Psychometric properties of the Quebec Back Pain Disability Scale-Portuguese version (QBPDS-VP) were evaluated to construct validity and responsiveness. Subsequently, it was proceeded to the characterization the practice of FT regarding to the modalities used, the number of treatment sessions and duration of the episode of care. Additionally it was described the results obtained after the intervention of the PT, the level of pain and the disability. Results: The results revealed a positive result for the Construct Validity of the QBPDS- VP and a high responsiveness (area under the ROC curve = 0.736, 95% CI 0.639 to 0.833). Minimal clinically important difference (MCID) also presents a 7-point (sensitivity = 72.4% and specificity = 69.8%). In the PT intervention in cases of CLBP there is a great diversity of procedures performed combined in different packages intervention, and it was found an average number of sessions of 14.22 visits per user, with a duration of the episode of care mostly higher to 6 weeks. The results of the intervention showed a significant reduction of disability and pain intensity (z = -7.440 z = -6.625, respectively, p = 0.000).Conclusion: The results of this study show that QBPDS-VP has a good construct validity and responsiveness. It also reveals that the PT intervention in cases of CLBP, despite showing great diversity in the methods used, that sometimes are also divergent to the recommendations given by clinical guidelines, and with a duration of episode of care apparently superior to data provided by the literature, provides an significant reduction in the levels of pain and disability in patients with DCL.

Restructuring Biotecnol

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Finance from the NOVA – School of Business and Economics

Investigation of the regulation mechanisms for bioplastics production from industrial residues

Dissertação para obtenção do Grau de Mestre em Biotecnologia

Evolution of Diplodocid Sauropod dinosaurs with emphasis on specimens from Howe Ranch, Wyoming (USA)

Diplodocidae are among the best known sauropod dinosaurs. Several species were described in the late 1800s or early 1900s. Since then, numerous additional specimens were recovered in the USA, Tanzania, Portugal, as well as possibly Spain, England, and Asia. To date, the clade includes about 12 to 15 different species, some of them with questionable taxonomic status (e.g. ‘Diplodocus’ hayi or Dyslocosaurus polyonychius). However, intrageneric relationships of the multi-species, iconic genera Apatosaurus and Diplodocus are still poorly known. The way to resolve this issue is a specimen-based phylogenetic analysis, which was done for Apatosaurus, but is here performed for the first time for the entire clade of Diplodocidae. New material from different localities and stratigraphic levels on the Howe Ranch (Shell,Wyoming, USA) sheds additional light on the evolution of Diplodocidae. Three new specimens are described herein, considerably increasing our knowledge of the anatomy of the group. The new specimens (SMA 0004, SMA 0011, and SMA 0087) represent two, to possibly three new diplodocid species. They preserve material from all parts of the skeleton, including two nearly complete skulls, as well as fairly complete manus and pedes, material which is generally rare in diplodocids. Thereby, they considerably increase anatomical overlap between the sometimes fragmentary holotype specimens of the earlier described diplodocid species, allowing for significant results in a specimenbased phylogenetic analysis. Furthermore, clavicles and interclavicles are identified, the latter for the first time in dinosaurs. Their presence seems restricted to early sauropods, flagellicaudatans, and early Macronaria, and might thus be a retained plesiomorphy, with the loss of these bones being synapomorphic for Titanosauriformes and possibly Rebbachisauridae. The new material allows to test previous hypotheses of diplodocid phylogeny. In order to do so, any type specimen previously proposed to belong to Diplodocidae was included in the study, as are relatively complete referred specimens, in order to increase the degree of overlapping material. For specimens subsequently suggested to be non-diplodocid sauropods, their hypothesized sister taxa were included as outgroups. The current phylogenetic analysis thus includes 76 operational taxonomic units, 45 of which belong to Diplodocidae. The specimens were scored for 477 morphological characters, representing one of the most extensive phylogenetic analyses done within sauropod dinosaurs. The resulting cladogram recovers the classical arrangement of diplodocid relationships. Basing on a newly developed numerical approach to reduce subjectivity in the decision of specific or generic separation, species that have historically been included into well-known genera like Apatosaurus or Diplodocus, were detected to be actually generically different. Thereby, the famous genus Brontosaurus is resuscitated, and evidence further suggests that also Elosaurus parvus (previously referred to Apatosaurus) or ‘Diplodocus’ hayi represent unique genera. The study increases our knowledge about individual variation, and helps to decide how to score multi-species genera. Such a specimen-based phylogenetic analysis thus proves a valuable tool to validate historic species in sauropods, and in paleontology as a whole.

Semantic enrichment of knowledge sources supported by domain ontologies

This thesis introduces a novel conceptual framework to support the creation of knowledge representations based on enriched Semantic Vectors, using the classical vector space model approach extended with ontological support. One of the primary research challenges addressed here relates to the process of formalization and representation of document contents, where most existing approaches are limited and only take into account the explicit, word-based information in the document. This research explores how traditional knowledge representations can be enriched through incorporation of implicit information derived from the complex relationships (semantic associations) modelled by domain ontologies with the addition of information presented in documents. The relevant achievements pursued by this thesis are the following: (i) conceptualization of a model that enables the semantic enrichment of knowledge sources supported by domain experts; (ii) development of a method for extending the traditional vector space, using domain ontologies; (iii) development of a method to support ontology learning, based on the discovery of new ontological relations expressed in non-structured information sources; (iv) development of a process to evaluate the semantic enrichment; (v) implementation of a proof-of-concept, named SENSE (Semantic Enrichment kNowledge SourcEs), which enables to validate the ideas established under the scope of this thesis; (vi) publication of several scientific articles and the support to 4 master dissertations carried out by the department of Electrical and Computer Engineering from FCT/UNL. It is worth mentioning that the work developed under the semantic referential covered by this thesis has reused relevant achievements within the scope of research European projects, in order to address approaches which are considered scientifically sound and coherent and avoid “reinventing the wheel”.

Context-based identification of energy consumption in industrial plants

Nowadays, reducing energy consumption is one of the highest priorities and biggest challenges faced worldwide and in particular in the industrial sector. Given the increasing trend of consumption and the current economical crisis, identifying cost reductions on the most energy-intensive sectors has become one of the main concerns among companies and researchers. Particularly in industrial environments, energy consumption is affected by several factors, namely production factors(e.g. equipments), human (e.g. operators experience), environmental (e.g. temperature), among others, which influence the way of how energy is used across the plant. Therefore, several approaches for identifying consumption causes have been suggested and discussed. However, the existing methods only provide guidelines for energy consumption and have shown difficulties in explaining certain energy consumption patterns due to the lack of structure to incorporate context influence, hence are not able to track down the causes of consumption to a process level, where optimization measures can actually take place. This dissertation proposes a new approach to tackle this issue, by on-line estimation of context-based energy consumption models, which are able to map operating context to consumption patterns. Context identification is performed by regression tree algorithms. Energy consumption estimation is achieved by means of a multi-model architecture using multiple RLS algorithms, locally estimated for each operating context. Lastly, the proposed approach is applied to a real cement plant grinding circuit. Experimental results prove the viability of the overall system, regarding both automatic context identification and energy consumption estimation.

Information provision improvement with a geofencing event-bases system

Nowadays there is a big percentage of the population, specially young users, which are smartphone users and there is a lot of information to be provided within the applications, information provision should be done carefully and should be accurate, otherwise an overload of information will be produced, and the user will discard the app which is providing the information. Mobile devices are becoming smarter and provide many ways to filter information. However, there are alternatives to improve information provision from the side of the application. Some examples are, taking into account the local time, considering the battery level before doing an action and checking the user location to send personalized information attached to that location. SmartCampus and SmartCities are becoming a reality and they have more and more data integrated every day. With all this amount of data it is crucial to decide when and where is the user going to receive a notification with new information. Geofencing is a technique which allows applications to deliver information in a more useful way, in the right time and in the right place. It consists of geofences, physical regions delimited by boundaries, and devices that are eligible to receive the information assigned to the geofence. When devices cross one of these geofences an alert is pushed to the mobile device with the information.

Liberdade e tolerância religiosa: "portugueses não católicos" no ultramar do século XIX

The personal legal status of native non catholic people of Portuguese colonial Empire during the nineteenth century, their position in what concerns Portuguese citizenship, is the main subject of this article. While discussing constitutional articles on religion, Portuguese deputies of the nineteenth century were confronted with a set of problems about that status which they find difficult to solve: should non catholic peoples who were born in Portuguese colonial territory be treated as plain Portuguese citizens or where they just “savage people”, “colonial subjects” or, in a more optimistic approach, “civilizing subjects”. The results were not conclusive, giving rise to an “uncertainty principle” which enabled central and local government to decide in an almost casuistic way about native people status and rights.

Of Structural Denial: A Narratological Study of the Structural Disintegration of the Novel Form

If an opening to the argument of this dissertation is of imperative necessity, one might tentatively begin with Herbert Quain, born in Roscommon, Ireland, author of the novels The God of the Labyrinth (1933) and April March (1936), the short-story collection Statements (1939), and the play The Secret Mirror (undated). To a certain extent, this idiosyncratic Irish author, who hailed from the ancient province of Connacht, may be regarded as a forerunner of the type of novels which will be considered in this dissertation. Quain was, after all, the unconscious creator of one of the first structurally disintegrated novels in the history of western literature, April March. His first novel, The God of the Labyrinth, also exhibits elements which are characteristic of structurally disintegrated fiction, for it provides the reader with two possible solutions to a mysterious crime. As a matter of fact, one might suggest that Quain’s debut novel offers the reader the possibility to ignore the solution to the crime and carry on living his or her readerly life, turning a blind eye to the novel itself. It may hence be argued that Quain’s first novel is in fact a compound of three different novels. It is self-evident that the structure of Quain’s oeuvre is of an experimental nature, combining geometrical precision with authorial innovation, and one finds in it a higher consideration for formal defiance than for the text itself. In other words, the means of expression are the concern of the author and not, interestingly, the textual content. April March, for example, is a novel which regresses back into itself, its first chapter focussing on an evening which is preceded by three possible evenings which, in turn, are each preceded by three other, dissimilar, possible evenings. It is a novel of backward-movement, and it is due to this process of branching regression that April March contains within itself at least nine possible novels. Structure, therefore, paradoxically controls the text, for it allows the text to expand or contract under its formal limitations. In other words, the formal aspects of the novel, usually associated with the restrictive device of a superior design, contribute to a liberation of the novel’s discourse. It is paradoxical only in the sense that the idea of structure necessarily entails the fixation of a narrative skeleton that determines how plot and discourse interact, something which Quain flouts for the purposes of innovation. In this sense, April March’s convoluted structure allows for multiple readings and interpretations of the same text, consciously germinating narratives within itself, producing different texts from a single, unique source. Thus, text and means of expression are bonded by a structural design that, rather than limiting, liberates the text of the novel.

Investing beyond the core: The case of Soares da Costa

This study aims to analyze how Grupo Soares da Costa, a diversified group centered on construction, behaved in terms of strategy to the current crisis. More specifically, it purposes to understand why Soares da Costa was forced to abandon its strategic plan “Ambições Renovadas”, which was about diversification and internationalization, to decide to focus on it core business. This study uses a SWOT analysis, the examination of the strategic plans and annual reports and the conclusions of two interviews that were carried out. Being the construction sector such a traditional and significant sector to the Portuguese economy, it is important to understand what a company can do to overcome such circumstances. To deal with all the negative circumstances, Soares da Costa should give priority to projects that require low levels of initial capital and diversify geographically to markets with similar characteristics of Angola and Mozambique, where Soares da Costa already excels.

Evolution of reputation in networks: A mean field game approach

This work models the competitive behaviour of individuals who maximize their own utility managing their network of connections with other individuals. Utility is taken as a synonym of reputation in this model. Each agent has to decide between two variables: the quality of connections and the number of connections. Hence, the reputation of an individual is a function of the number and the quality of connections within the network. On the other hand, individuals incur in a cost when they improve their network of contacts. The initial value of the quality and number of connections of each individual is distributed according to an initial (given) distribution. The competition occurs over continuous time and among a continuum of agents. A mean field game approach is adopted to solve the model, leading to an optimal trajectory for the number and quality of connections for each individual.

Direcção estratégica e gestão de expectativas no sistema de saúde português: o papel de um observatório para os sistemas de saúde

RESUMO - Existe um amplo consenso no país sobre a necessidade e a urgência de uma reforma na saúde. O governo declarou, em Outubro de 1999, a saúde como a sua principal prioridade social. A «prioridade da saúde» não pode deixar de ser considerada um importante factor de mobilização para a investigação e formação no sector. Durante os últimos três anos tomaram-se importantes iniciativas com vista a analisar e influenciar a evolução do sistema de saúde português. Da análise comparativa do relatório do Conselho de Reflexão sobre a Saúde (1998), do relatório da OCDE sobre o sistema de saúde do país (1998), da estratégia de saúde do Ministério da Saúde (1996-1999) e da auditoria sobre o SNS do Tribunal de Contas (1999) é possível concluir que existe uma ampla área de concordância sobre o essencial da reforma da saúde. No entanto, esta convergência não se parece traduzir numa direcção estratégica e numa gestão de expectativas conducentes a uma reforma efectiva da saúde. A criação de um observatório português para o sistema de saúde pode proporcionar uma análise contínua, prospectiva, interactiva e pedagógica da evolução do sistema de saúde português. Poderá constituir uma contribuição positiva das instituições de investigação e ensino do país para a superação da situação actual.

Knowledge management framework based on brain models and human physiology

The life of humans and most living beings depend on sensation and perception for the best assessment of the surrounding world. Sensorial organs acquire a variety of stimuli that are interpreted and integrated in our brain for immediate use or stored in memory for later recall. Among the reasoning aspects, a person has to decide what to do with available information. Emotions are classifiers of collected information, assigning a personal meaning to objects, events and individuals, making part of our own identity. Emotions play a decisive role in cognitive processes as reasoning, decision and memory by assigning relevance to collected information. The access to pervasive computing devices, empowered by the ability to sense and perceive the world, provides new forms of acquiring and integrating information. But prior to data assessment on its usefulness, systems must capture and ensure that data is properly managed for diverse possible goals. Portable and wearable devices are now able to gather and store information, from the environment and from our body, using cloud based services and Internet connections. Systems limitations in handling sensorial data, compared with our sensorial capabilities constitute an identified problem. Another problem is the lack of interoperability between humans and devices, as they do not properly understand human’s emotional states and human needs. Addressing those problems is a motivation for the present research work. The mission hereby assumed is to include sensorial and physiological data into a Framework that will be able to manage collected data towards human cognitive functions, supported by a new data model. By learning from selected human functional and behavioural models and reasoning over collected data, the Framework aims at providing evaluation on a person’s emotional state, for empowering human centric applications, along with the capability of storing episodic information on a person’s life with physiologic indicators on emotional states to be used by new generation applications.

Rehabilitation of renders of old buildings in Portugal: survey, supporting methodology proposal and case study

The main purpose of the research is to present a proposal for a methodology to support the rehabilitation project of renders of old buildings in Portugal. To achieve the objective it was considered essential to define the main types of participants and aspects to integrate the proposal. The research methodology consists in an inquiry presented to professional participants in rehabilitation, a market study of materials and products available in Portugal, the design of a methodology proposal and its application to a case study. The inquiry sample totals 24 answers from the targeted professionals. A sequence of relevant supporting procedures consists in the proposal, which aims to provide a supporting methodology to decide and project in this context and also to be tested with its application to the building. This proposal was applied to an old building with load-bearing stone masonry walls and air-lime based renders. It was concluded that the assessment of the building and external renderings’ condition, its diagnosis and of the supporting walls, the definition of intervention, the specification of materials to be used and performance requirements to comply, and also plans for conservation and periodic maintenance, are crucial. From the inquiry, compatibility between materials and complementary roles and points of view of different types of participants in rehabilitation must be highlighted. A proposal for a methodology to support the project could provide useful guidance particularly for architects and construction engineers, and improve the understanding of direct participants on site, therefore contributing for the correct implementation of intervention.