Data mining contributions to characterize MV consumers and to improve the suppliers-consumers settlements

This paper deals with the establishment of a characterization methodology of electric power profiles of medium voltage (MV) consumers. The characterization is supported on the data base knowledge discovery process (KDD). Data Mining techniques are used with the purpose of obtaining typical load profiles of MV customers and specific knowledge of their customers’ consumption habits. In order to form the different customers’ classes and to find a set of representative consumption patterns, a hierarchical clustering algorithm and a clustering ensemble combination approach (WEACS) are used. Taking into account the typical consumption profile of the class to which the customers belong, new tariff options were defined and new energy coefficients prices were proposed. Finally, and with the results obtained, the consequences that these will have in the interaction between customer and electric power suppliers are analyzed.

Entomological aspects of Chagas' disease transmission in the domestic habitat, Argentina

OBJECTIVE: To study the risk of Trypanosoma cruzi domestic transmission using an entomological index and to explore its relationship with household's characteristics and cultural aspects. METHODS: There were studied 158 households in an endemic area in Argentina. Each household was classified according to an entomological risk indicator (number of risky bites/human). A questionnaire was administered to evaluate risk factors among householders. RESULTS: Infested households showed a wide range of risk values (0 to 5 risky bites/human) with skewed distribution, a high frequency of lower values and few very high risk households. Of all collected Triatoma infestans, 44% had had human blood meals whereas 27% had had dogs or chickens blood meals. Having dogs and birds sharing room with humans increased the risk values. Tidy clean households had contributed significantly to lower risk values as a result of low vector density. The infested households showed a 24.3% correlation between time after insecticide application and the number of vectors. But there was no correlation between the time after insecticide application and T. infestans' infectivity. The statistical analysis showed a high correlation between current values of the entomological risk indicator and Trypanosoma cruzi seroprevalence in children. CONCLUSIONS: The risk of T. cruzi domestic transmission assessed using an entomological index show a correlation with children seroprevalence for Chagas' disease and householders' habits.

A utilização da plataforma Educast@fccn, como ferramenta de gravação de aulas no ambiente de e-learning português

Dissertação apresentada à Escola Superior de Comunicação Social como parte dos requisitos para obtenção de grau de mestre em Audiovisual e Multimédia.

From antimicrobial agents to health promotion

A emergência de multiresistência apresentada por microrganismos é um dos grandes desafios que enfrentam actualmente os profissionais de Saúde e a população em geral. Os factores que contribuem para o desenvolvimento de resistência a antibióticos na comunidade podem ser categorizados como comportamentais ou ambientais/políticas. O objectivo deste trabalho foi caracterizar a situação actual na visão dos Pais de alunos do pré-escolar e 1º ciclo. De modo a avaliar as necessidades de intervenção e as actividades a serem desenvolvidas, um instrumento para estudar os hábitos e comportamentos adoptados na utilização de antibióticos, foi adaptado, validado e aplicado numa amostra piloto.

Modelo transteórico de mudança de comportamentos na promoção da actividade física nas grávidas

Objectivo: Determinar se o Modelo Transteórico de Mudança de Comportamento (MTMC) é eficaz na promoção da actividade física (AF) nas grávidas. Metodologia: O grupo experimental (GE) participou no projecto “Mães em Movimento” baseado no MTMC. Aplicou-se o Questionário de AF para Gestantes, Escala de Estados de Mudança, Behavioural Regulation in Exercise Questionnaire e Questionário de Conhecimentos. Resultados: Na 2ª avaliação, no GE, todas as grávidas referiram praticar AF. A motivação intrínseca e os conhecimentos aumentaram Conclusão: O MTMC revelou-se um modelo eficaz na promoção da AF em grávidas.

Prevalência de factores de risco de doença cardiovascular em estudantes da Escola Superior das Tecnologias da Saúde do Porto

Realizou-se um estudo observacional descritivo transversal, com 138 indivíduos seleccionados aleatoriamente em estudantes da ESTSP, de forma a aferir a prevalência de factores de risco de doenças cardiovasculares como a presença de história familiar de doença e factores de risco cardiovascular, hábitos tabágicos, consumo excessivo de álcool, excesso de peso e obesidade, níveis de actividade física baixa, níveis excessivos de stress, ansiedade e depressão, consumo nutricional inadequado, hipertensão, dislipidemia e diabetes nos mesmos. Na amostra em estudo verificou-se maior prevalência de factores de risco relativos à presença de antecedentes familiares (63,0%) e consumo de nutrientes inadequado (100%).

Shiftworking families: parents' working schedule and sleep patterns of adolescents attending school in two shifts

OBJECTIVE: To explore whether parents' engagement in shift work affects the sleep habits of their adolescent children who attend school in two shifts. METHODS: The data were drawn from an extensive survey of sleep and daytime functioning of adolescents attending school one week in the morning and the other in the afternoon. The participants were 1,386 elementary and high school students (11-18 years old) whose parents were both employed. The data were analyzed using MANOVA, with parents' work schedule, adolescents' gender and type of school as between-subject factors. RESULTS: Parents' working schedule significantly affected the sleep patterns of high school adolescents. When attending school in the morning, adolescents whose parents were both day workers woke up somewhat later than adolescents with one shiftworking parent. In addition, they slept longer than adolescents whose parents were both shift workers. On weekends, adolescents whose parents both worked during the day went to bed earlier than adolescents whose parents were both shiftworkers. They also had smaller bedtime delay on weekends with respect to both morning and afternoon shifts than adolescents for whom one or both parents worked shifts. A significant interaction between parents' working schedule, adolescents' gender and type of school was found for sleep extension on weekends after afternoon shift school. CONCLUSIONS: Parental involvement in shift work has negative effects on the sleep of high school adolescents. It contributes to earlier wake-up time and shorter sleep in a week when adolescents attend school in the morning, as well as to greater bedtime irregularity.

Caracterização da função pulmonar de bombeiros da Região Norte de Portugal

Os Bombeiros estão expostos frequentemente a vários poluentes prejudicando gravemente a sua saúde respiratória. Foi realizado um estudo observacional e transversal, com o objectivo de caracterizar a função pulmonar dos bombeiros da região norte de Portugal. A amostra foi constituída por 44 Bombeiros de Valongo e Rebordosa. Todos os participantes preencheram um questionário, executaram espirometrias e mediram o monóxido de carbono. Verificou-se uma elevada prevalência de hábitos tabágicos, bem como da carga tabágica. A percentagem de alterações espirométricas foi de 38,6% e a utilização de protecção respiratória revelou-se praticamente inexistente nos incêndios florestais.

Comparação dos hábitos tabágicos entre grupos geracionais na ESTSP

O tabagismo é um dos principais problemas de saúde pública. Foi realizado um estudo transversal, descritivo e observacional, com o objectivo de caracterizar os hábitos tabágicos em dois grupos geracionais da Escola Superior de Tecnologia da Saúde do Porto (ESTSP). Aplicou-se um questionário, adaptado do Inquérito Nacional de Saúde 2005/2006 a uma amostra de dois grupos: adultos e jovens. A prevalência total do tabagismo foi de 32,2%, sendo superior no sexo feminino (35%), nos jovens (39,2%) e no curso de Audiologia (17,5%). A elevada prevalência de fumadores demonstra a necessidade de adoptar medidas eficazes na prevenção do tabagismo.

Evaluation of pharmaceutical assistance in public primary care in Brasília, Brazil

OBJECTIVE: Pharmaceutical assistance is essential in health care and a right of citizens according to Brazilian law and drug policies. The study purpose was to evaluate aspects of pharmaceutical assistance in public primary health care. METHODS: A cross-sectional study using WHO drug indicators was carried out in Brasília in 2001. From a random sample of 15 out of 62 centers thirty exiting patients per center were interviewed. RESULTS: Only 18.7% of the patients fully understood the prescription, 56.3% could read it, 61.2% of the prescribed drugs were actually dispensed, and mean duration of pharmaceutical dispensing was 53.2 seconds. Each visit lasted on average 9.4 minutes. Of prescribed and non-dispensed drugs, 85.3% and 60.6% were on the local essential drug list (EDL) respectively. On average 83.2% of 40 essential drugs were in stock, and only two centers had a pharmacist in charge of the pharmacy. The mean number of drugs per prescription was 2.3, 85.3% of prescribed drugs were on the EDL, 73.2% were prescribed using the generic denomination, 26.4% included antibiotics and 7.5% were injectables. The most prescribed groups were: cardiovascular drugs (26.8%), anti-infective drugs (13.1%), analgesics (8.9%), anti-asthmatic drugs (5.8%), anti-diabetic drugs (5.3%), psychoactive drugs (3.7%), and combination drugs (2.7%). CONCLUSIONS: Essential drugs were only moderately available almost 30 years after the first Brazilian EDL was formulated. While physician use of essential drugs and generic names was fairly high, efficiency was impaired by the poor quality of pharmaceutical care, resulting in very low patient understanding and insufficient guarantee of supply, particularly for chronic diseases.

Factors associated to smoking habit among older adults (The Bambuí Health and Aging Study)

OBJECTIVE: To describe the characteristics and associated factors of the smoking habit among older adults. METHODS: A population-based study was carried out comprising 1,606 (92.2%) older adults (>60 years old) living in the Bambuí town, Southeastern Brazil in 1997. Data was obtained by means of interview and socio-demographic factors, health status, physical functioning, use of healthcare services and medication were considered. The multiple multinomial logistic regression was used to assess independent associations between smoking habits (current and former smokers) and the exploratory variables. RESULTS: The prevalence of current and past smoking was 31.4% and 40.2% among men, and 10.3% and 11.2% among women, respectively (p<0.001). Among current smokers, men consumed a larger number of cigarettes per day and started the habit earlier than women. Among men, current smoking presented independent and negative association with age (>80 years) and schooling (>8 years) and positive association with poor health perception and not being married. Among women, independent and negative associations with current smoking were observed for age (75-79 and >80 years) and schooling (4-7 and >8 years). CONCLUSIONS: Smoking was a public health concern among older adults in the studied community, particularly for men. Yet, in a low schooling population, a slightly higher level was a protective factor against smoking for both men and women. Programs for reducing smoking in the elderly population should take these findings into consideration.

A realidade da obesidade infantil em Portugal: epidemiologia, determinantes e intervenção

A obesidade é apontada como o distúrbio nutricional mais frequente em crianças e adolescentes nos países desenvolvidos e a sua prevalência tem vindo a aumentar a nível mundial a um ritmo alarmante. Neste artigo, são apresentados três estudos que se coordenam entre si. No primeiro estudo, avalia-se a prevalência de pré-obesidade (22,6%) e de obesidade (7,8%) infantojuvenil em Portugal, apresentando valores superiores nos rapazes e nos adolescentes mais jovens. Em relação aos hábitos alimentares, verifica-se que o consumo de alimentos de características nutricionais de baixa qualidade é superior no grupo normoponderal. Em relação à atividade física, quanto maior o índice de atividade física menor o percentil de I.M.C. No estudo sobre determinantes parentais, salienta-se que a grande maioria dos pais das crianças com excesso de peso tendem a sub-avaliar o peso da criança. Outro aspeto relevante é a confirmação de que o conhecimento nutricional dos pais influencia claramente os hábitos alimentares das crianças. Por fim, é apresentado um projeto de intervenção que, intervindo nos determinantes parentais, visa a mudança das suas crenças e comportamentos, de modo a promoverem mudanças alimentares nos seus filhos.

Comportamento alimentar e excesso de peso em profissionais do sector da saúde: estratégias para a promoção de saúde no local de trabalho

Mestrado em Intervenção Sócio-Organizacional na Saúde - Área de especialização: Políticas de Administração e Gestão de Serviços de Saúde.

Promoção da auto-eficácia parental para a alimentação saudável infantil: áreas de intervenção

Barreiras parentais à alimentação saudável: 1) intrapessoais (relacionadas com a criança preferências alimentares; o estado de saúde; dificuldades de mudança de hábitos; relacionadas com os pais: baixo controlo; baixa auto-eficácia; stress parental); 2) interpessoais (comportamento da criança às refeições; estrutura da família; influências dos pares e de outros familiares; tempo disponível); 3) ambientais (escola; recursos financeiros; tempo disponível). Objetivos do estudo: identificação das barreiras percecionadas pelos pais a uma alimentação saudável da criança; identificar as estratégias de confronto que os pais utilizam para lidar com estas barreiras; identificar as diferenças das barreiras e estratégias utilizadas ao longo do desenvolvimento da criança; avaliar o grau de eficácia atribuído às estratégias utilizadas.

Central obesity and dietary intake in HIV/AIDS patients

OBJECTIVE: To assess the association between dietary intake and central obesity among people living with HIV/AIDS and receiving highly active antiretroviral therapy. METHODS: A cross-sectional study was conducted involving 223 adult individuals in the city of São Paulo city in 2002. The study population was classified according to central obesity, defined as waist-to-hip ratio >0.95 for men and >0.85 for women. The dietary variables studied were energy consumption (in calories and calories/kilo of body weight), macronutrients (in grams and % of energy intake), total fiber (grams) and fruit and vegetables intake (grams). The potential confounders examined were sex, skin color, age, schooling, income, body mass index, physical activity, smoking habits, peripheral CD4+ T lymphocyte count and length of protease inhibitor use. The multiple logistic regression model was performed in order to evaluate the association between central obesity and dietary intake. RESULTS: The prevalence of central obesity was 45.7% and it was associated with greater consumption of lipids: for every increase of 10g of lipid intake the odds of central obesity increased 1.28 times. Carbohydrate consumption showed negative association (OR=0.93) with central obesity after adjustment for control variables. CONCLUSIONS: The results suggest that the amount of carbohydrates and lipids in the diet, regardless of total energy intake, may modify the chance of developing central obesity in the studied population. Nutritional interventions may be beneficial for preventing central obesity among HIV/AIDS patients.