A atitude diagnóstica enquanto instrumento de análise de ação educativa

A investigação realizada encontra-se inserida na área das Ciências de Educação, teve como objetivo principal compreender a atitude diagnóstica no quadro das situações educativas e pedagógicas desenvolvidas pelas educadoras de alguns jardins-de-infância, do distrito de Évora e como finalidade construir uma teoria de médio alcance elaborada numa estrutura explicativa do conjunto de fenómenos em contexto. Em educação de infância, o ato de cuidar estabelece-se numa relação de ajuda à criança e orienta-se para objetivos como promover o bem-estar, o conforto e o desenvolvimento em todas as dimensões. Isto implica conhecer e compreender cada criança ou grupo de crianças e as situações educativas e pedagógicas, em contexto. Compreende um exercício prático e para o qual se projeta uma prática de diagnóstico conciliadora da compreensão dos fenómenos sociais, estruturados em comportamentos, ações e atitudes específicas. Verificam-se lacunas quanto à forma como este exercício se cumpre e evolui nas diferentes fases. Repetem-se fragilidades quanto à mobilização de saberes, atitudes e competências a cada momento do agir. Constatam-se conceitos psicologizados e estruturas muito ténues e, por isso, necessitam ser estudadas, documentadas e teorizadas, particularmente numa dimensão praxiológica do conhecimento. O estudo inseriu-se no quadro das metodologias qualitativas, seguiu o paradigma interpretativo e o raciocínio indutivo. O referencial metodológico reuniu os princípios e procedimentos da Grounded Theory. A colheita de dados efetuou-se em jardins-de-infância da rede pública; a amostra teórica envolveu seis educadoras de infância e as crianças com idades compreendidas entre os três e os seis anos. Adotámos o uso de multitécnicas, entre as quais, a observação, a entrevista e a narrativa escrita. Fizemos vinte observações, repartidas pelos dois períodos do dia (manhã e tarde); vinte e seis entrevistas e seis narrativas escritas. Da análise dos dados emergiu a Atitude Diagnóstica como uma predisposição que caracteriza o ato de agir e as suas características foram-se tornando evidentes com o desenvolvimento da caracterização do processo de diagnóstico. Desta emergiu o modelo teórico definido em três eixos fundamentais. O “Processo de avaliação diagnóstica e planeamento” representativo das etapas, segundo as quais o educador desenvolve um conjunto de ações propiciadoras de um conhecimento previamente organizado, visando o bem-estar, o conforto, a segurança e o desenvolvimento. Em concomitância emerge o segundo, “Processo de intervenção educativa e pedagógica”, expressivo do conjunto de ações coerentes e evolutivas, empreendidas com vista à execução dos objetivos do ensino aprendizagem. Trata-se de dois processos sistematizados e perspetivados sob as dimensões diacrónica e sincrónica, compostos por uma sequência de pensamentos, permanentemente averbados pela “Atitude Diagnóstica” que dá um caráter coerente e evolutivo às tomadas de decisão nas ações educativas. Estes dois eixos integrados e entrelaçados são auxiliados por um terceiro, o “Processo de relação” que os harmoniza e dá especificidade a cada situação experienciada. A relação consolida-se e assume-se uma ajuda na confiabilidade necessária para a promoção da confiança entre os pares e o conhecimento vai evoluindo gradualmente em função do tempo e dos compromissos. O educador age com intencionalidade e para cada ator traça objetivos a cada momento do agir. A gestão do tempo, dos sentimentos e emoções funciona como variável importante na relação orientada sob a tríade: educador, criança e família e é concomitante com o Desenvolvimento pessoal e profissional do educador; ### ABSTRACT: The Diagnostic Attitude as an Analysis Instrument in Educational Action The conducted investigation is inserted in the area of Education Sciences. Its main aim was to understand the diagnostic attitude in the frame of the educative and pedagogical activities developed by the educators of some kindergartens in the district of Évora, and its purpose was to build a medium range theory elaborated in a structure explaining the whole of the phenomena in context. In child education, the act of caring is established in a relationship of help towards the child and is oriented towards goals as specific as promoting the well-being, the comfort and the development in all dimensions. This implies knowing and understanding each child or group of children and the educational and pedagogical situations in context. It includes a practical exercise that determines a complex scenario and for which we project a conciliating diagnostic practice towards the understanding of the social phenomena, structured in specific behaviors, actions and attitudes. We recognize some gaps regarding the way how this exercise is fulfilled and evolves in the different phases. Weaknesses regarding the mobilization of knowledge, attitudes and competences in each acting moment are repeated. We notice psichologized concepts and very superficial structures that need thus to be studied, documented and theorized, particularly in a praxeological dimension of knowledge. The study is inserted in the frame of qualitative methodologies, following an interpretative paradigm and an inductive reasoning. The methodological referential has gathered the principles and procedures of the Grounded Theory. The gathering of data was done in public kindergartens; the theoretical sample involved six child educators and children aged between three and six years. Several techniques were used, such as observation, interview and written narrative. We did twenty observations, divided between the two periods of the day (morning and afternoon); twenty-six interviews and six written narratives. The analysis of the data resulted in the Diagnostic attitude, like a predisposition that characterizes the act of acting and its characteristics became evident with the development of the characterization of the diagnostic process. From this rose the theoretical model defined in three fundamental axes. The Process of diagnostic evaluation and planning that represents the stages according to which the educator develops a group of actions that allow the transmission of a previously organized knowledge that aims well-being, comfort, safety and development. Concomitantly arises the second, Process of educative and pedagogic intervention, that expresses a group of coherent and evolving actions, undertaken to reach the goals of the teaching-learning process. These are two systematized processes, perspectivated under the diachronical and synchronical dimensions, composed by a sequence of thought, permanently confirmed by the Diagnostic attitude that gives a coherent and evolving character to the decision making in educative actions. These two integrated and intertwined axis are aided by a third one, Process of relation that harmonizes them and gives specificity to each experienced situation. The relation is consolidated and one assumes a kind of help in the trustworthiness necessary for the promotion of the trust between pairs and the knowledge keeps evolving gradually according to time and commitments. The educator acts with intent and sets goals for each actor at each acting moment. Time, feeling and emotion management works as an important variable in the relation oriented according to the triad educator, child and family, being also concomitant with the Personal and professional development of the educator.

Prediction of Length of Hospital Stay in Preterm Infants - A Case-Based Reasoning View

The length of stay of preterm infants in a neonatology service has become an issue of a growing concern, namely considering, on the one hand, the mothers and infants health conditions and, on the other hand, the scarce healthcare facilities own resources. Thus, a pro-active strategy for problem solving has to be put in place, either to improve the quality-of-service provided or to reduce the inherent financial costs. Therefore, this work will focus on the development of a diagnosis decision support system in terms of a formal agenda built on a Logic Programming approach to knowledge representation and reasoning, complemented with a case-based problem solving methodology to computing, that caters for the handling of incomplete, unknown, or even contradictory in-formation. The proposed model has been quite accurate in predicting the length of stay (overall accuracy of 84.9%) and by reducing the computational time with values around 21.3%.

A case-based reasoning view of thrombophilia risk

Thrombophilia stands for a genetic or an acquired tendency to hypercoagulable states that increase the risk of venous and arterial thromboses. Indeed, venous thromboembolism is often a chronic illness, mainly in deep venous thrombosis and pulmonary embolism, requiring lifelong prevention strategies. Therefore, it is crucial to identify the cause of the disease, the most appropriate treatment, the length of treatment or prevent a thrombotic recurrence. Thus, this work will focus on the development of a diagnosis decision support system in terms of a formal agenda built on a logic programming approach to knowledge representation and reasoning, complemented with a case-based approach to computing. The proposed model has been quite accurate in the assessment of thrombophilia predisposition risk, since the overall accuracy is higher than 90% and sensitivity ranging in the interval [86.5%, 88.1%]. The main strength of the proposed solution is the ability to deal explicitly with incomplete, unknown, or even self-contradictory information.

Healthcare Computer Reasoning Addressing Chronically Ill Societies Using IoT: Deep Learning AI to the Rescue of Home-Based Healthcare

The authors present a proposal to develop intelligent assisted living environments for home based healthcare. These environments unite the chronical patient clinical history sematic representation with the ability of monitoring the living conditions and events recurring to a fully managed Semantic Web of Things (SWoT). Several levels of acquired knowledge and the case based reasoning that is possible by knowledge representation of the health-disease history and acquisition of the scientific evidence will deliver, through various voice based natural interfaces, the adequate support systems for disease auto management but prominently by activating the less differentiated caregiver for any specific need. With these capabilities at hand, home based healthcare providing becomes a viable possibility reducing the institutionalization needs. The resulting integrated healthcare framework will provide significant savings while improving the generality of health and satisfaction indicators.