Development of novel active pharmaceutical ionic liquids and salts based on antibiotics and anti-fungal drugs

Ionic Liquids (ILs) are class of compounds, which have become popular since the mid-1990s. Despite the fact that ILs are defined by one physical property (melting point), many of the potential applications are now related to their biological properties. The use of a drug as a liquid can avoid some problems related to polymorphism which can influence a drug´s solubility and thus its dosages. Also, the arrangement of the anion or cation with a specific drug might be relevant in order to: a) change the correspondent biopharmaceutical drug classification system; b) for the drug formulation process and c) the change the Active Pharmaceutical Ingredients’ (APIs). The main goal of this Thesis is the synthesis and study of physicochemical and biological properties of ILs as APIs from beta-lactam antibiotics (ampicillin, penicillin G and amoxicillin) and from the anti-fungal Amphotericin B. All the APIs used here were neutralized in a buffer appropriate hydroxide cations. The cation hydroxide was obtained on Amberlite resin (in the OH form) in order to exchange halides. The biological studies of these new compounds were made using techniques like the micro dilution and colorimetric methods. Overall a total of 19 new ILs were synthesised (6 ILs based on ampicillin, 4 ILs, based on amoxicillin, 6 ILs based on penicillin G and 4 ILs based on amphotericin B) and characterized by spectroscopic and analytical methods in order to confirm their structure and purity. The study of the biological properties of the synthesised ILs showed that some have antimicrobial activity against bacteria and yeast cells, even in resistant bacteria. Also this work allowed to show that ILs based on ampicillin could be used as anti-tumour agents. This proves that with a careful selection of the organic cation, it is possible to provoke important physico-chemical and biological alteration in the properties of ILs-APIs with great impact, having in mind their applications.

Evaluation of drought tolerance in several genotypes of spelt (Triticum aestivum Var. Spelta)

Domestication of plants and plant breeding have dramatically eroded the allelic variations of crop species which led to an increasing susceptibility of crop plants to environmental stresses, diseases and pests. Drought is a major environmental stress factor that affects the growth and development of plants so the selection of tolerant genotypes becomes increasingly important with respect to the predicted effects of global warming. In this study, several genotypes of Spelt (Triticum aestivum var. spelta) were tested under low water supply in soil with the aim of to find Spelt genotypes more resistant than wheat to these conditions, and select them so that in future may be used to improve wheat crops. Morphological analyses were performed and mineral and enzymatic analyses and also dry matter production were calculated. Our results suggests that the genotypes Sp53, Sp96, Sp912, Sp757 and Sp804 are a potential ones to use in breeding programs to improve wheat production. Under drought, these genotypes had growth efficiency of 38%, 45%, 64%, 37%, and 31% respectively and also showed higher biomass than modern wheat and were also mineralogical richer. The genotypes Sp96 and Sp912 showed highest activity of all antioxidants enzymes tested. This work proves that Spelt is a good wheat to continue to study in order to improve wheat crops in dry areas and consequently increase the quality of life and health of the populations living in those areas.

How can clusters help in the product type choice? The case of a specialized retail store

This work project (WP) is a study about a clustering strategy for Sport Zone. The general cluster study’s objective is to create groups such that within each group the individuals are similar to each other, but should be different among groups. The clusters creation is a mix of common sense, trial and error and some statistical supporting techniques. Our particular objective is to support category managers to better define the product type to be displayed in the stores’ shelves by doing store clusters. This research was carried out for Sport Zone, and comprises an objective definition, a literature review, the clustering activity itself, some factor analysis and a discriminant analysis to better frame our work. Together with this quantitative part, a survey addressed to category managers to better understand their key drivers, for choosing the type of product of each store, was carried out. Based in a non-random sample of 65 stores with data referring to 2013, the final result was the choice of 6 store clusters (Figure 1) which were individually characterized as the main outcome of this work. In what relates to our selected variables, all were important for the distinction between clusters, which proves the adequacy of their choice. The interpretation of the results gives category managers a tool to understand which products best fit the clustered stores. Furthermore, as a side finding thanks to the clusterization, a STP (Segmentation, Targeting and Positioning) was initiated, being this WP the first steps of a continuous process.

A tutela preventiva da responsabilidade civil

The contemporary society is characterized by high risks. Today, the prevention of damages is as important as compensation. This is due to the fact that the potentiality of several damages is not in line with compensation, because often compensation proves to be impossible. Civil law should be at the service of the citizens, which explains that the heart of the institution of non-contractual liability has gradually moved towards the victim's protection. It is requested from Tort law an active attitude that seeks to avoid damages, reducing its dimension and frequency. The imputation by risk proves to be necessary and useful in the present context as it demonstrates the ability to model behaviors, functioning as a warning for agents engaged in hazardous activities. Economically, it seeks to prevent socially inefficient behaviors. Strict liability assumes notorious importance as a deterrent and in the dispersion of damage by society. The paradigm of the imputation founded on fault has proved insufficient for the effective protection of the interests of the citizens, particularly if based in an anachronistic vision of the concept of fault. Prevention arises in several areas, especially in environmental liability, producer liability and liability based on infringement of copyright and rights relating to the personality. To overcome the damage as the gauge for compensation does not inevitably mean the recognition of the punitive approach. Prevention should not be confused with reactive/punitive objectives. The deterrence of unlawful conduct is not subordinated to punishment.

Momentum risk: An approach following the correlations between active stocks

The momentum anomaly has been widely documented in the literature. However, there are still many issues where there is no consensus and puzzles left unexplained. One is that strategies based on momentum present a level of risk that is inconsistent with the diversification that it offers. Moreover, recent studies indicate that this risk is variable over time and mostly strategy-specific. This work project hypothesises and proves that this evidence is explained by the portfolio constitution of the momentum strategy over time, namely the covariance and correlation between companies in the top and down deciles and across them.

Predicting market direction with hidden Markov models

This paper develops the model of Bicego, Grosso, and Otranto (2008) and applies Hidden Markov Models to predict market direction. The paper draws an analogy between financial markets and speech recognition, seeking inspiration from the latter to solve common issues in quantitative investing. Whereas previous works focus mostly on very complex modifications of the original hidden markov model algorithm, the current paper provides an innovative methodology by drawing inspiration from thoroughly tested, yet simple, speech recognition methodologies. By grouping returns into sequences, Hidden Markov Models can then predict market direction the same way they are used to identify phonemes in speech recognition. The model proves highly successful in identifying market direction but fails to consistently identify whether a trend is in place. All in all, the current paper seeks to bridge the gap between speech recognition and quantitative finance and, even though the model is not fully successful, several refinements are suggested and the room for improvement is significant.

How do Facebook users interact and what are the underlying reasons that trigger these interactions

This research was conducted to understand how Facebook users interact and the underlying reasons for doing so with a focus on one-to-mass communication interactions. Different methods and sources were used to generate accurate and valid insights. It was discovered that liking, groups, commenting, events and sharing are essential interactions, whereby liking, commenting and sharing were investigated in more detail. This investigations proves that emotions do trigger these three interactions; The most influencing emotions are Surprise/Wonder, Deep Respect/ Impressiveness and Fun/Joy. Moreover a variety of specific factors that trigger each of the interactions are revealed.

The new economy: Essays in network economics and two-sided markets

Following the Introduction, which surveys existing literature on the technology advances and regulation in telecommunications and on two-sided markets, we address specific issues on the industries of the New Economy, featured by the existence of network effects. We seek to explore how each one of these industries work, identify potential market failures and find new solutions at the economic regulation level promoting social welfare. In Chapter 1 we analyze a regulatory issue on access prices and investments in the telecommunications market. The existing literature on access prices and investment has pointed out that networks underinvest under a regime of mandatory access provision with a fixed access price per end-user. We propose a new access pricing rule, the indexation approach, i.e., the access price, per end-user, that network i pays to network j is function of the investment levels set by both networks. We show that the indexation can enhance economic efficiency beyond what is achieved with a fixed access price. In particular, access price indexation can simultaneously induce lower retail prices and higher investment and social welfare as compared to a fixed access pricing or a regulatory holidays regime. Furthermore, we provide sufficient conditions under which the indexation can implement the socially optimal investment or the Ramsey solution, which would be impossible to obtain under fixed access pricing. Our results contradict the notion that investment efficiency must be sacrificed for gains in pricing efficiency. In Chapter 2 we investigate the effect of regulations that limit advertising airtime on advertising quality and on social welfare. We show, first, that advertising time regulation may reduce the average quality of advertising broadcast on TV networks. Second, an advertising cap may reduce media platforms and firms' profits, while the net effect on viewers (subscribers) welfare is ambiguous because the ad quality reduction resulting from a regulatory cap o¤sets the subscribers direct gain from watching fewer ads. We find that if subscribers are sufficiently sensitive to ad quality, i.e., the ad quality reduction outweighs the direct effect of the cap, a cap may reduce social welfare. The welfare results suggest that a regulatory authority that is trying to increase welfare via regulation of the volume of advertising on TV might necessitate to also regulate advertising quality or, if regulating quality proves impractical, take the effect of advertising quality into consideration. 3 In Chapter 3 we investigate the rules that govern Electronic Payment Networks (EPNs). In EPNs the No-Surcharge Rule (NSR) requires that merchants charge at most the same amount for a payment card transaction as for cash. In this chapter, we analyze a three- party model (consumers, merchants, and a proprietary EPN) with endogenous transaction volumes and heterogenous merchants' transactional benefits of accepting cards to assess the welfare impacts of the NSR. We show that, if merchants are local monopolists and the network externalities from merchants to cardholders are sufficiently strong, with the exception of the EPN, all agents will be worse o¤ with the NSR, and therefore the NSR is socially undesirable. The positive role of the NSR in terms of improvement of retail price efficiency for cardholders is also highlighted.

Responsible research and innovation: a global perspective

Based on the paper presented at the Doctorate Conference on Technologogy Assessment in July 2013 at the University Nova Lisboa, Caparica campus

Responsible research and innovation: a global perspective

Based on the paper presented at the Doctorate Conference on Technologogy Assessment in July 2013 at the University Nova Lisboa, Caparica campus

Stress relacionado com o trabalho e motivação para a cessação tabágica: um obstáculo?: Estudo exploratório de uma amostra de vendedores fumadores

RESUMO - O tabagismo surge como a primeira causa evitável de doença, incapacidade e morte prematura em países desenvolvidos. Dentre os fatores influenciadores do comportamento face ao consumo de tabaco, a influência dos fatores de stress no local de trabalho foi alvo de diversos estudos com resultados mistos, revelando uma evidência empírica inconclusiva. Foi feito um estudo exploratório, transversal, que visou verificar a existência de associação entre algum dos fatores de stress no trabalho, nomeadamente 1) requisitos no trabalho, 2) autoridade decisória, 3) discriminação de tarefas, 4) condições de emprego, 5) apoio dos chefes e colegas, 6) número de horas de trabalho e 7) satisfação com o trabalho; com a motivação para a cessação tabágica. A amostra contou com 95 vendedores de bens de consumo alimentar, fumadores. Foi aplicado um questionário com variáveis sociodemográficas, variáveis de caracterização do comportamento face ao consumo de tabaco, o Teste de Richmond, variáveis de caracterização profissional e o Questionário Sobre Stress no Local de Trabalho. O Questionário Sobre o Stress no Local de Trabalho revelou uma validade insuficiente para a caracterização da maioria dos fatores de stress em estudo, manifestada por α de Cronbach muito baixos, pelo que a análise de associação apenas foi realizada entre os fatores de stress 1) apoio dos chefes e colegas, 2) número de horas de trabalho e 3) satisfação com o trabalho; e a motivação para a cessação tabágica. Para níveis de significância de 10%, o número de horas de trabalho apresentou uma associação positiva estatisticamente significativa com a motivação para a cessação tabágica, duplicando a probabilidade da sua ocorrência [OR = 2,429 (IC95%: 0,945 – 6,240)]. Em toda a análise de dados realizada foi prevalente a baixa motivação para a cessação tabágica dos vendedores, independentemente da variação dos fatores de stress relacionados com o trabalho.

Caraterização e análise das admissões hospitalares na urgência do Centro Hospitalar Lisboa Central, EPE : um estudo com os utentes inscritos no Agrupamento de Centros de Saúde de Lisboa Central

RESUMO - Objetivo: Caraterizar e analisar o acesso dos utentes inscritos no Agrupamento de Centros de Saúde Lisboa Central ao serviço de urgência do hospital de referência (Hospital de S. José). Metodologia: O presente estudo é do tipo observacional, descritivo, transversal e exploratório. A análise da informação incidiu sobre a base de dados cedida pelo CHLC que continha os registos de todas as admissões do ano de 2014 referentes ao Serviço de Urgência Polivalente do CHLC, foram analisados 81928 episódios e 15042 episódios referentes a utentes frequentadores. Resultados: A proximidade ao SU é um fator que potencia a procura de cuidados hospitalares urgentes, no entanto, o facto de o utente não possuir médico de família não se encontra relacionado com a procura do serviço de urgência. Metades das admissões são consideradas “pouco urgentes” (pulseira verde), não existindo uma variação significativa entre as unidades funcionais e o tipo de modelo das mesmas (UCSP ou USF) no que respeita à procura das urgências por parte dos seus utentes. Conclui-se ainda que o horário de funcionamento dos CSP encontra-se de acordo com as necessidades dos utentes considerando que a maior procura de cuidados urgentes ocorre durante o horário de funcionamento dos centros de saúde. Conclusões: A procura de cuidados hospitalares urgentes por parte dos utentes do ACES Lisboa Central é significativa e maioritariamente injustificada do ponto de vista clínico, pelo que revela-se necessário repensar nas estratégias ao nível dos CSP para responder às efetivas necessidades em saúde.

The role of guarantees in pension plan design: Pension saving decisions

This study centers on the assessment of psychological value of guarantees in pension products and the behavior biases associated with choice. When a guarantee on a product increases from 99% to 99,5% less than half of respondents show willingness to pay in contrast with 73% when going from 99,5% to 100%. Out of 105 respondents, 55 show that their choices concerning pension products are inconsistent with classic utility theory. Financial background proves insignificant thus pointing to behavioral biases. As individuals make choices that leave them worse-off, we argue that pension plan design would highly benefit from public policy interventions.

Introducing risk parity on momentum and carry portfolios

The momentum and carry anomalies have been extensively documented in the literature. However, there are still many issues relating to the risks associated to them that are left unexplained. One is the fact that an investor holds for too long the most volatile assets, both under momentum and carry strategies. Therefore, they present a level of risk and a probability of extreme events to happen inconsistent. This work project hypothesizes and proves the introduction of risk parity rules on the weights of the portfolios do increase risk rewarding of carry strategies. However, it fails under momentum strategies.

A utilidade da aprendizagem criativa na aula de língua estrangeira

Este relatório surge no âmbito da minha Prática do Ensino Supervisionada e representa uma reflexão sobre a minha iniciação como professora de Inglês e de Francês no 3º ciclo do Ensino Básico e no Ensino Secundário. A reflexão teve como objeto o conceito de ‘aprendizagem criativa’ na teoria do ensino da língua estrangeira e a sua aplicação na prática letiva, nas duas escolas onde desenvolvi o meu estágio, a Escola Secundária de Sebastião da Gama e a Escola Básica do 2º e 3º Ciclos de Aranguez, ambas em Setúbal. Para além de uma tentativa de sistematização das abordagens teóricos, de modo a tornar a noção de ‘criatividade’ mais aplicável na prática da docência da língua estrangeira, a nossa reflexão procura evidenciar como e em que situações a aprendizagem se revela criativa e demonstra a sua utilidade para a aula de língua estrangeira.