Vidéos contre lectures: Une évaluation de l'utilisation de vidéos pour accomplir la construction initiale de connaissances

Abstract : The goal of this study was to determine whether providing videos for students to watch before class would be more effective than assigning readings. The study took place within a flipped classroom: a methodology designed to engage students in the initial construction of knowledge before class, freeing up classroom time for active learning pedagogies. Preparing for class by watching videos should require less of the students’ time than doing readings, and they should respond better to videos than to readings because these more closely mimic this generation’s interactions with information and media. Consequently, flipped classroom students provided with videos should perceive a lower workload, which could translate into more positive learning outcomes. From an instructor’s perspective, however, developing and organizing videos is extremely time consuming. Thus, a teacher giving consideration to flipping their class would likely want to know whether videos would lead to positive outcomes for their students before actually committing to developing these. However, no research to date was identified which has examined the question of whether flipped class videos would be more effective than readings. The hypotheses for the study were that videos would result in measurable learning gains for the students, and would lead to lower time demands and perceived workloads, as well as more positive attitudes. These were tested using a quasi-experimental design involving a convenience sample of two small college General Biology 1 courses taught by the same teacher. One group had videos to watch before class for the first 1/3 of the course (treatment; Class A), during which the other was assigned readings (control; Class B). Following this, both groups were provided with videos. Student scores were compared on pre-instruction and in-class quizzes, activities, four unit tests, and a final exam. Further, students completed a 44 item survey as well as a demographic questionnaire. Results suggest greater learning gains for students provided with videos. Certainly, students from Class B improved significantly when provided with videos, especially as compared to Class A, whose improvement over the same time span was marginal. However, conclusions based on these results are somewhat tentative, as Class A performed rather poorly on all summative assessments, and this could have driven the patterns observed, at least partially. From the surveys, Class B students reported that they spent more time preparing for class, were less likely to do the necessary preparations, and generally perceived their effort and workload levels to be higher. These factors were significant enough that they contributed to four students from Class B (10% of the class) dropping the course over the semester. In addition, students from both groups also reported more positive attitudes towards videos than readings, although they did not necessarily feel that videos were (or would be) a more effective study and learning tool. The results of this study suggest that any effort on the part of an instructor to prepare or organize videos as pre-class instructional tools would likely be well spent. However, even outside of the context of a flipped classroom, this study provides an indication that assigned readings can place heavy workload requirements on students, which should give cause for any instructor employing mandatory readings to reassess their approach. Finally, since both groups were statistically equivalent across all measured demographic variables, it appears that some of the observed disparities in assessment scores may have been driven by differences in group dynamics. Consequently, the suggestion is made that an instrument to measure classroom climate should be incorporated into any research design comparing two or more interacting groups of students, as group dynamics have the potential to play a key role in any outcomes.||Résumé : L'objectif de cette étude était de déterminer si fournir des vidéos aux étudiants avant une classe serait plus efficace comme méthode d’apprentissage individuel que de leur donner une liste de lectures à compléter. L'étude a eu lieu dans une classe renversée – une stratégie plus reconnu sous le nom de «classroom flipping» – ce qui ce trouve à être une méthodologie qui vise à obliger les élèves d’accomplir le transfert de connaissances initial avant la classe, en vue de libérer du temps de classe pour des activités pédagogiques plus approfondie. En théorie, pour les élèves, se préparer pour une classe renversé en regardant des vidéos devrait exiger moins de temps que d’être obligé à apprendre le matériel en lisant. En plus, présenter le matériel d’un cours avec des vidéos imite de plus près les genres d’interactions qu’on les étudiants de cette génération avec de l'information et les médias, ce qui devrait faciliter leur tâche. Par conséquent, les élèves d’une classe renversée fournies avec des vidéos devraient percevoir une charge de travail moins élevée, et ceci pourrait se traduire en bilans d'apprentissage plus positifs. Cependant, du point de vue du professeur, avoir à développer et organiser des vidéos se présente comme un gros défi, surtout en vue du temps et de l’effort qui sont requis. Ainsi, un enseignant qui songe à renversée sa classe voudrait probablement savoir si le fait d’offrir des vidéos mène à des résultats positifs avant de réellement s'engager dans le développement de ces derniers. Par contre, lors de l’écriture de ce texte, aucune étude n’a été identifié qui répond à cette question, et aucune publication compare la performance des étudiants lorsqu’ils ont des vidéos à regarder avec lorsqu’ils sont obligés de faire de la lecture pour se préparer. Alors, les hypothèses de l'étude étaient que des étudiants ayant accès à des vidéos démontreraient des gains d’apprentissages évidents, qu’ils apercevraient des requêtes de temps moins encombrantes et une charge de travail plus faible, et, en vue de ces derniers, que les étudiants auraient des attitudes plus positives envers le cours et le matériel. Les hypothèses ont été testés à l'aide d'un modèle quasi-expérimental, avec comme échantillon deux classes collégiales de Biologie générale 1, tout les deux enseignés par le même professeur. Un de ces groupes avaient accès à des vidéos pour se préparer pour chaque classe lors du premier tiers du cours, alors que l’autre groupe étaient obligé de faire de la lecture. Après le premier tiers du cours, ce qui fut 10 des 30 classes du semestre, les deux groupes ont été fournis avec des vidéos pour le restant du cours. Des notes ont été ramassées et comparées sur des mini-examens préparatoires avant et durant les classes, sur des activités complétées en classe, sur quatre examens en classe, et un examen final. En outre, les étudiants ont rempli un questionnaire composé de 44 items, ainsi qu’un autre questionnaire démographique. Les résultats de l’étude suggèrent qu’une décision d’offrir des vidéos aux élèves peut mener à des gains d'apprentissage plus élevés comparativement à l’option lecture. En particulier, les élèves du groupe initial de lecture se sont considérablement améliorées lorsqu'ils ont été fournis avec des vidéos, surtout par rapport au groupe initial de vidéos, dont l’amélioration durant la même période était marginale. Cependant, ces conclusions sont un peu incertaines, parce que la performance du groupe initial de vidéos était globalement médiocre, ce qui aurait pu mener aux résultats observés. Par contre, les résultats obtenus des questionnaires étaient moins incertains, et indiquent que les élèves qui se sont vues attribués des lectures passaient plus de temps pour préparer leurs classes, étaient plus aptes à ne pas faire les préparatifs nécessaires, et ont aperçus leurs niveaux d'efforts et leurs charges de travails comme étant plus élevés. Ces facteurs étaient suffisamment importants qu'ils ont contribué au fait que quatre étudiants du groupe de lecture, soit 10% de la classe, ont abandonnés le cours durant le premier tiers du semestre. Finalement, les élèves ont démontrés des attitudes plus positives envers les vidéos, bien qu'ils ne trouvaient pas nécessairement que ceux-ci étaient plus efficaces que les lectures lorsqu’ils voulaient étudier pour les examens. Basé sur ces résultats, il est possible de conclure que tout effort de la part d'un instructeur pour préparer ou organiser des vidéos pédagogiques serait probablement un bon investissement. En plus, et même en dehors du contexte d'une classe renversée, cette étude offre une indication qu’une stratégie pédagogique qui oblige les étudiants à faire beaucoup de lecture peut imposer des exigences et une charge de travail très élevée pour les étudiants, ce qui devrait donner cause à tout instructeur qui attribue des lectures à réévaluer leur approche. Enfin, puisque les deux groupes étaient équivalents d’un point de vue statistique sur toutes les mesures démographiques, il semble que certaines disparités entre les deux groupes dans les notes d'évaluation et d’examens peuvent possiblement avoir été entraînées par des différentes dynamiques dans chaque group. Par conséquent, il est suggéré que des mesures de relations entre étudiants et de dynamiques de groupes devraient être incorporé dans n’importe qu’elle recherche comparant deux ou plusieurs groupes d’étudiants, et surtout quand ces étudiants sont en interaction, parce-que en toute apparence les dynamiques de groupes ont le potentiel de jouer un rôle clé dans les résultats obtenus.

An exploration of treatment burden and patient capacity in people with stroke

Background and aims: Advances in modern medicine have led to improved outcomes after stroke, yet an increased treatment burden has been placed on patients. Treatment burden is the workload of health care for people with chronic illness and the impact that this has on functioning and well-being. Those with comorbidities are likely to be particularly burdened. Excessive treatment burden can negatively affect outcomes. Individuals are likely to differ in their ability to manage health problems and follow treatments, defined as patient capacity. The aim of this thesis was to explore the experience of treatment burden for people who have had a stroke and the factors that influence patient capacity. Methods: There were four phases of research. 1) A systematic review of the qualitative literature that explored the experience of treatment burden for those with stroke. Data were analysed using framework synthesis, underpinned by Normalisation Process Theory (NPT). 2) A cross-sectional study of 1,424,378 participants >18 years, demographically representative of the Scottish population. Binary logistic regression was used to analyse the relationship between stroke and the presence of comorbidities and prescribed medications. 3) Interviews with twenty-nine individuals with stroke, fifteen analysed by framework analysis underpinned by NPT and fourteen by thematic analysis. The experience of treatment burden was explored in depth along with factors that influence patient capacity. 4) Integration of findings in order to create a conceptual model of treatment burden and patient capacity in stroke. Results: Phase 1) A taxonomy of treatment burden in stroke was created. The following broad areas of treatment burden were identified: making sense of stroke management and planning care; interacting with others including health professionals, family and other stroke patients; enacting management strategies; and reflecting on management. Phase 2) 35,690 people (2.5%) had a diagnosis of stroke and of the 39 co-morbidities examined, 35 were significantly more common in those with stroke. The proportion of those with stroke that had >1 additional morbidities present (94.2%) was almost twice that of controls (48%) (odds ratio (OR) adjusted for age, gender and socioeconomic deprivation; 95% confidence interval: 5.18; 4.95-5.43) and 34.5% had 4-6 comorbidities compared to 7.2% of controls (8.59; 8.17-9.04). In the stroke group, 12.6% of people had a record of >11 repeat prescriptions compared to only 1.5% of the control group (OR adjusted for age, gender, deprivation and morbidity count: 15.84; 14.86-16.88). Phase 3) The taxonomy of treatment burden from Phase 1 was verified and expanded. Additionally, treatment burdens were identified as arising from either: the workload of healthcare; or the endurance of care deficiencies. A taxonomy of patient capacity was created. Six factors were identified that influence patient capacity: personal attributes and skills; physical and cognitive abilities; support network; financial status; life workload, and environment. A conceptual model of treatment burden was created. Healthcare workload and the presence of care deficiencies can influence and be influenced by patient capacity. The quality and configuration of health and social care services influences healthcare workload, care deficiencies and patient capacity. Conclusions: This thesis provides important insights into the considerable treatment burden experienced by people who have had a stroke and the factors that affect their capacity to manage health. Multimorbidity and polypharmacy are common in those with stroke and levels of these are high. Findings have important implications for the design of clinical guidelines and healthcare delivery, for example co-ordination of care should be improved, shared decision-making enhanced, and patients better supported following discharge from hospital.

Comportamiento metabólico, fisiológico y electrocardiográfico en trabajadores expuestos a altas temperaturas en una empresa líder en la explotación y coquización del carbón en Boyacá, Colombia, 2016

Objetivo: Establecer la relación entre la exposición ocupacional a altas temperaturas o sobrecarga térmica con el comportamiento fisiológico, metabólico y electrocardiográfico. Métodos: estudio de corte transversal, donde se incluyeron dos grupos (expuesto y no expuesto a altas temperaturas) en una empresa minera, en el departamento de Boyacá, Colombia, en el año 2016. El número de participantes fue de 160 trabajadores del género masculino, grupo expuesto (n=86) y grupo no expuesto (n=74). La exposición ocupacional a sobrecarga térmica se evaluó con el índice de temperatura de globo y bulbo húmedo (TGBH), el comportamiento fisiológico con el índice de costo cardiaco relativo (ICCR) con mediciones de frecuencia cardiaca (FC), el comportamiento metabólico con la determinación del colesterol total (CT), colesterol de alta densidad (C-HDL), colesterol de baja densidad (C-LDL), triglicéridos (TG) y glicemia basal (GL). Las alteraciones electrocardiográficas con la toma de Electrocardiograma de 12 derivaciones. También fueron evaluadas variables antropométricas, tensión arterial, hábitos y antecedentes de enfermedad cardiovascular en ambos grupos. Resultados: incrementos significativos del ICCR (p<0.001) y la carga física (p<0.001) fueron encontrados en los trabajadores expuestos a altas temperaturas. Los índices lipídicos y glicemia, así como los antecedentes personales cardiovasculares, IMC, consumo de cigarrillo y consumo de alcohol, no mostraron significancia. El antecedente familiar de ACV (p=0.043) y el EKG alterado (p=0.011) mostraron una asociación significativa con la exposición a altas temperaturas. El modelo de regresión lineal múltiple explicó la relación entre el incremento del ICCR y la exposición a altas temperaturas (β=4,213, IC 95%: 1.57,6.85) ajustado por variables fisiológicas y electrocardiográficas. Conclusiones: La exposición ocupacional a altas temperaturas, presenta asociación con las alteraciones cardiovasculares a nivel fisiológico y electrocardiográfico, aumentando el ICCR y la carga física de trabajo (GE trabajo).

Prevalencia de síntomas relacionados con desórdenes musculo esqueléticos en trabajadores de una empresa dedicada a la venta y distribución de medicamentos y equipos médicos - Colombia, 2015.

Introducción: Los Desórdenes Musculo-Esqueléticos (DME) tienen origen multifactorial. En Colombia corresponden al principal grupo diagnóstico en procesos relacionados con la determinación de origen y pérdida de capacidad laboral. Objetivo: Determinar la relación entre síntomas musculo-esqueléticos y factores relacionados con la carga física en trabajadores de una empresa dedicada a la venta y distribución de medicamentos y equipos médicos, Bogotá (Colombia), en el año 2015. Materiales y Métodos: Estudio de corte transversal en 235 trabajadores. Se incluyeron variables sociodemográficas, ocupacionales y las relacionadas con los síntomas musculoesqueléticos y carga física. Se utilizó en cuestionario ERGOPAR. Para el análisis se utilizó la Prueba Exacta de Fisher, el Odds Ratio (OR) con el Intervalo de Confianza (IC) del 95%. Se realizó el análisis Multivariado con Regresión Logística Binaria. Resultados: La prevalencia de síntomas relacionados con DME fue de 79,2%, siendo más prevalente en cuello, hombros y columna dorsal (48,1%), seguido por columna lumbar (35,3%). Se encontró una asociación entre síntomas en cuello, hombros y/o columna dorsal con el sexo femenino (p=0,005, OR=2,33, 95%IC: 1,2-4,2); adoptar postura bípeda menos de 30 minutos (p=0,004, OR=3,34, 95%IC: 1,4-7,6); adoptar postura cabeza/cuello inclinado hacia delante entre 30 minutos y 2 horas (p=0,007, OR=3,25, 95%IC :1,3-7,7) y en columna lumbar con adoptar postura espalda/tronco hacia delante entre 30 minutos y 2 horas (p=0,001, OR=4,27, 95%IC: 1,7-10,3); y la antigüedad en el cargo entre 1 y 5 años (p=0,009, OR=3,47, 95%IC: 1,3-8,8). Conclusión: Las posturas bípedas con y sin desplazamiento, inclinaciones de tronco y cabeza, transporte manual de cargas, sexo femenino, antigüedad en el cargo y edad están asociadas conjuntamente al riesgo para presentar DME.

Prevalencia y factores asociados al síndrome de agotamiento profesional en residentes de diferentes especialidades médicas : una revisión de la literatura de los últimos 15 años

El Síndrome de Agotamiento Profesional (SAP), es común en los trabajadores de la salud, particularmente en los expuestos a altos niveles de estrés en el trabajo e incluye el agotamiento emocional, despersonalización y baja realización personal. Se considera que los médicos residentes presentan una mayor prevalencia del síndrome que los médicos debido a que se encuentran en entrenamiento, período en el cual están sometidos a alta carga laboral debido a las largas horas de trabajo, horarios irregulares, privación de sueño, intensas demandas emocionales, así como la presión de dominar un gran conocimiento clínico. Objetivo. Determinar la prevalencia del Síndrome de Agotamiento Profesional o Burnout en la población de médicos residentes. Metodología. Se realizó una búsqueda de artículos en la base de datos electrónica Pubmed, seleccionando aquellos publicados entre los años 2001 al 2016, tanto en idioma inglés como en español, a texto completo y enfocados en estudios en médicos residentes. Resultados. Los hallazgos sugieren que el Síndrome de Agotamiento Profesional o Burnout es altamente prevalente, que varía de acuerdo a la residencia que se esté realizando, encontrando un promedio del 50% con un rango de 27% a 75% entre las diferentes especialidades de la población estudiada y, en consecuencia, puede constituir un problema de salud que amerita atención en cada Institución, esto a pesar de que la prevalencia pueda variar de un lugar a otro y en las diferentes especialidades. Conclusiones. El SAP o Burnout constituye un problema de salud entre la población de médicos residentes, lo que sugiere la conveniencia de diseñar medidas para su prevención como informar en la inducción al programa de residencia sobre el riesgo de la aparición del síndrome y sus síntomas, consultar tempranamente ante signos de alarma, adecuar el sistema de vigilancia epidemiológica para que incluya esta condición específica y ajustar o disminuir la carga laboral entre otras.

Scheduling the repair of aircraft components - a case study

In aircraft components maintenance shops, components are distributed amongst repair groups and their respective technicians based on the type of repair, on the technicians skills and workload, and on the customer required dates. This distribution planning is typically done in an empirical manner based on the group leader’s past experience. Such a procedure does not provide any performance guarantees, leading frequently to undesirable delays on the delivery of the aircraft components. Among others, a fundamental challenge faced by the group leaders is to decide how to distribute the components that arrive without customer required dates. This paper addresses the problems of prioritizing the randomly arriving of aircraft components (with or without pre-assigned customer required dates) and of optimally distributing them amongst the technicians of the repair groups. We proposed a formula for prioritizing the list of repairs, pointing out the importance of selecting good estimators for the interarrival times between repair requests, the turn-around-times and the man hours for repair. In addition, a model for the assignment and scheduling problem is designed and a preliminary algorithm along with a numerical illustration is presented.

The Decent Work Questionnaire (DWQ): Development and validation in two samples of knowledge workers

This research aimed to develop a questionnaire measure of workers’ perceptions of decent work. The initial pool of 72 items covered the substantive elements used by the International Labour Organization to characterize decent work. It was administered to workers from Portugal (N = 636) and Brazil (N = 1039) and submitted to exploratory and confirmatory factor analysis. The final 31-item version yields seven factor scores in addition to the global decent work score. With good reliability, convergent and discriminant validity indices, the DWQ could open new avenues for empirical studies of the decent work concept.

The Determinants of Individual Performance: Empirical Essays on the Importance of Soft Skills and Monetary Incentives

This dissertation consists of three papers. The first paper "Managing the Workload: an Experiment on Individual Decision Making and Performance" experimentally investigates how decision-making in workload management affects individual performance. I designed a laboratory experiment in order to exogenously manipulate the schedule of work faced by each subject and to identify its impact on final performance. Through the mouse click-tracking technique, I also collected interesting behavioral measures on organizational skills. I found that a non-negligible share of individuals performs better under externally imposed schedules than in the unconstrained case. However, such constraints are detrimental for those good in self-organizing. The second chapter, "On the allocation of effort with multiple tasks and piecewise monotonic hazard function", tests the optimality of a scheduling model, proposed in a different literature, for the decisional problem faced in the experiment. Under specific assumptions, I find that such model identifies what would be the optimal scheduling of the tasks in the Admission Test. The third paper "The Effects of Scholarships and Tuition Fees Discounts on Students' Performances: Which Monetary Incentives work Better?" explores how different levels of monetary incentives affect the achievement of students in tertiary education. I used a Regression Discontinuity Design to exploit the assignment of different monetary incentives, to study the effects of such liquidity provision on performance outcomes, ceteris paribus. The results show that a monetary increase in the scholarships generates no effect on performance since the achievements of the recipients are all centered near the requirements for non-returning the benefit. Secondly, students, who are actually paying some share of the total cost of college attendance, surprisingly, perform better than those whose cost is completely subsidized. A lower benefit, relatively to a higher aid, it motivates students to finish early and not to suffer the extra cost of a delayed graduation.

Studio dell'influenza dell'Adaptive Cruise Control sul carico di lavoro e sulla condotta di guida degli utenti

Il presente elaborato intende valutare l’influenza che i sistemi di assistenza alla guida (ADAS) hanno sul comportamento dei conducenti, con particolare attenzione alla distrazione ed al workload (carico di lavoro fisico e mentale) che essi provocano. Lo studio si concentrerà in particolare sull’analisi del comportamento di guida dei conducenti a bordo di un veicolo dotato di Adaptive Cruise Control.

Analisi del tempo di reazione dei conducenti dei veicoli con metodologie innovative: l'influenza del sistema Adaptive Cruise Control

La presente tesi si pone l’obiettivo di studiare e comprendere l’influenza che i sistemi di assistenza alla guida (ADAS – Advanced Driver Assistance Systems), installati negli autoveicoli di nuova generazione, hanno sulla condotta di guida degli automobilisti, con particolare attenzione alla distrazione ed al workload che essi provocano. Punto centrale dell’analisi è il sistema Adaptive Cruise Control (ACC) che permette al guidatore del veicolo sia di mantenere una velocità di marcia costante sia di rilevare, tramite sensoristica, i veicoli che lo precedono, intervenendo sul sistema frenante e sulla centralina di controllo del motore, così da garantire il mantenimento della distanza di sicurezza selezionata. Lo studio, attraverso l’utilizzo di tecniche innovative, si sofferma, in particolare, sull’analisi del comportamento di guida dei conducenti a bordo di un veicolo dotato di Adaptive Cruise Control. Il fine della ricerca è quello di determinare se e quanto il sistema ACC influisca sul conducente in termini di carico di lavoro cognitivo e fisico e di livelli d’attenzione, concentrandosi sulla valutazione del tempo di reazione con sistema acceso o spento.

Task analysis for HMI design. Level of automation study of aircraft navigation functions

Advancements in technology have enabled increasingly sophisticated automation to be introduced into the flight decks of modern aircraft. Generally, this automation was added to accomplish worthy objectives such as reducing flight crew workload, adding additional capability, or increasing fuel economy. Automation is necessary due to the fact that not all of the functions required for mission accomplishment in today’s complex aircraft are within the capabilities of the unaided human operator, who lacks the sensory capacity to detect much of the information required for flight. To a large extent, these objectives have been achieved. Nevertheless, despite all the benefits from the increasing amounts of highly reliable automation, vulnerabilities do exist in flight crew management of automation and Situation Awareness (SA). Issues associated with flight crew management of automation include: • Pilot understanding of automation’s capabilities, limitations, modes, and operating principles and techniques. • Differing pilot decisions about the appropriate automation level to use or whether to turn automation on or off when they get into unusual or emergency situations. • Human-Machine Interfaces (HMIs) are not always easy to use, and this aspect could be problematic when pilots experience high workload situations. • Complex automation interfaces, large differences in automation philosophy and implementation among different aircraft types, and inadequate training also contribute to deficiencies in flight crew understanding of automation.

‘I can use things, but I can't make anything’: a qualitative exploration of team networks in the development and implementation of a new undergraduate e-compendium

In higher education, undergraduate teaching materials are increasingly becoming available online. There is a need to understand the complex processes that happen during their production and how social networks between different groups impact on their development. This paper draws on qualitative interviews and participant drawings of their social networks to understand the dynamics of creating a new e-compendium for a four-year online undergraduate nursing programme in Norway. Twenty staff interviews were undertaken to explore views of the e-compendium, the development process and the perceived networks that were formed during this course. Interview data were thematically analysed along with networks drawings. The findings showed three main institutional stakeholder groups emerging: the ‘management team’, ‘design team’ and ‘lecturers’. Analysis of social networks revealed variability of relations both within and between groups. The pedagogical designer, who was part of the design team, was central to communicating with and co-ordinating staff at all levels. The least well connected were the lecturers. To them, the e-compendium challenged and even threatened previously well-established notions of pedagogy. Future development of e-compendiums should account for the perceived lack of time and existing workload of lecturers so they may be involved with the development process.

Practical assessment on the run – iPads as an effective mobile and paperless tool in physical education and teaching

This paper investigates the use of iPads in the assessment of predominantly second year Bachelor of Education (Primary/Early Childhood) pre-service teachers undertaking a physical education and health unit. Within this unit, practical assessment tasks are graded by tutors in a variety of indoor and outdoor settings. The main barriers for the lecturer or tutor for effective assessment in these contexts include limited time to assess and the provision of explicit feedback for large numbers of students, complex assessment procedures, overwhelming record-keeping and assessing students without distracting from the performance being presented. The purpose of this pilot study was to investigate whether incorporating mobile technologies such as iPads to access online rubrics within the Blackboard environment would enhance and simplify the assessment process. Results from the findings indicate that using iPads to access online rubrics was successful in streamlining the assessment process because it provided pre-service teachers with immediate and explicit feedback. In addition, tutors experienced a reduction in the amount of time required for the same workload by allowing quicker forms of feedback via the iPad dictation function. These outcomes have future implications and potential for mobile paperless assessment in other disciplines such as health, environmental science and engineering.

Monitoring and Prediction of Thermal Emergencies in High Performance Computing Systems

Modern scientific discoveries are driven by an unsatisfiable demand for computational resources. High-Performance Computing (HPC) systems are an aggregation of computing power to deliver considerably higher performance than one typical desktop computer can provide, to solve large problems in science, engineering, or business. An HPC room in the datacenter is a complex controlled environment that hosts thousands of computing nodes that consume electrical power in the range of megawatts, which gets completely transformed into heat. Although a datacenter contains sophisticated cooling systems, our studies indicate quantitative evidence of thermal bottlenecks in real-life production workload, showing the presence of significant spatial and temporal thermal and power heterogeneity. Therefore minor thermal issues/anomalies can potentially start a chain of events that leads to an unbalance between the amount of heat generated by the computing nodes and the heat removed by the cooling system originating thermal hazards. Although thermal anomalies are rare events, anomaly detection/prediction in time is vital to avoid IT and facility equipment damage and outage of the datacenter, with severe societal and business losses. For this reason, automated approaches to detect thermal anomalies in datacenters have considerable potential. This thesis analyzed and characterized the power and thermal characteristics of a Tier0 datacenter (CINECA) during production and under abnormal thermal conditions. Then, a Deep Learning (DL)-powered thermal hazard prediction framework is proposed. The proposed models are validated against real thermal hazard events reported for the studied HPC cluster while in production. This thesis is the first empirical study of thermal anomaly detection and prediction techniques of a real large-scale HPC system to the best of my knowledge. For this thesis, I used a large-scale dataset, monitoring data of tens of thousands of sensors for around 24 months with a data collection rate of around 20 seconds.

Multidisciplinary approach to horse welfare in different management systems

From its domestication until nowadays, the horse has assumed multiple roles in human society. Over time, this condition and the lack of specific regulation have led to the development of different kinds of management systems for this species. This Ph.D. research project aims to investigate horses' welfare in different management practices and housing systems, considering a multidisciplinary approach, taking into account biological function, naturalness, and affective dimension. The results are presented in five articles that evidence risk factors that can mine horse welfare, and examine tools and parameters that can be employed for its assessment. Our research shows the importance of considering the evolutionary history and the species-specific and behavioural needs of horses in their management and housing. Sociality, free movement, diet composition and foraging routine, and the workload that these animals undergo are important factors that should be taken into account. Furthermore, this research has evidenced the importance of employing different parameters (e.g., behaviour, endocrinological parameters, and immune activity) in welfare assessment and proposes the use of horsehair DHEA (dehydroepiandrosterone) as a possible useful additional non-invasive measure for the investigation of long-term stress conditions. Finally, our results underline the importance of considering the affective dimension in welfare research. Recently, Judgement Bias Tests (JBT), which are based on the influence of affective states on the decision-making process, have been widely employed in animal welfare research. However, our studies show that the use of spatial JBT in horses can have some limitations. Still today several management systems do not fulfill species-specific needs of horses, thus the implementation of specific regulations could ameliorate horse welfare. A multidisciplinary approach to welfare assessment is fundamental, but it should be always remembered the individual and its own characteristics, which can influence not only physiological, immunological, and behavioural responses but also emotional and cognitive dimensions.