Predicting Student Performance and Differences in Learning Styles based on Textual Complexity Indices applied on Blog and Microblog Posts

Social media tools are increasingly popular in Computer Supported Collaborative Learning and the analysis of students' contributions on these tools is an emerging research direction. Previous studies have mainly focused on examining quantitative behavior indicators on social media tools. In contrast, the approach proposed in this paper relies on the actual content analysis of each student's contributions in a learning environment. More specifically, in this study, textual complexity analysis is applied to investigate how student's writing style on social media tools can be used to predict their academic performance and their learning style. Multiple textual complexity indices are used for analyzing the blog and microblog posts of 27 students engaged in a project-based learning activity. The preliminary results of this pilot study are encouraging, with several indexes predictive of student grades and/or learning styles.

O risco e os consumos de performance na população jovem: entre as conceções e as práticas

Objetivos - O foco deste artigo centra‐se na realidade emergente do consumo de medicamentos e/ou produtos terapêuticos naturais para finalidades de gestão do desempenho pessoal (aqui designados consumos de performance), e tem como objetivo analisar a relação entre as práticas de consumo e as perceções do risco e da eficácia atribuídas aos produtos farmacológicos e naturais para finalidades de melhoria e bem‐estar, por parte da população jovem portuguesa (18‐29 anos). Metodologia - A análise dos resultados empíricos de carácter extensivo resulta da aplicação de um inquérito por questionário a uma amostra de âmbito nacional (n=1.483). Do vasto conjunto de indicadores do questionário aplicado, aqueles que são aqui especificamente mobilizados são os que dizem respeito às perceções de risco associadas a estes consumos; aos escalonamentos de risco atribuídos aos diferentes recursos terapêuticos para finalidades de performance; bem como às experiências (e formas de gestão) do risco e da eficácia resultantes das práticas efetivas de consumo. Resultados - Constata‐se que, apesar de os posicionamentos relativamente ao risco dos consumos de performance fazerem salientar uma visão de valorização da segurança, há variações e diferenciações concretas que são indiciadoras não só de permeabilidades e predisposições ao consumo, mas também de conceções que se redefinem no quadro das experiências de uso, das circunstâncias do consumo e das finalidades da utilização dos diferentes produtos terapêuticos. Conclusões - As conceções sobre o risco associado a estes consumos traduzem uma certa plasticidade social, no sentido em que a ancoragem na experiência e a familiaridade com o próprio consumo constituem‐se como aspetos decisivos para a perceção de um maior controlo na gestão do risco. Torna‐se, por isso, importante aprofundar o conhecimento sobre as especificidades contextuais dos segmentos juvenis onde se constroem as modalidades de gestão prática do risco e da eficácia associadas a estes consumos.

Ecology, physiology and performance in high-rate anaerobic digestion

The design demands on water and sanitation engineers are rapidly changing. The global population is set to rise from 7 billion to 10 billion by 2083. Urbanisation in developing regions is increasing at such a rate that a predicted 56% of the global population will live in an urban setting by 2025. Compounding these problems, the global water and energy crises are impacting the Global North and South alike. High-rate anaerobic digestion offers a low-cost, low-energy treatment alternative to the energy intensive aerobic technologies used today. Widespread implementation however is hindered by the lack of capacity to engineer high-rate anaerobic digestion for the treatment of complex wastes such as sewage. This thesis utilises the Expanded Granular Sludge Bed bioreactor (EGSB) as a model system in which to study the ecology, physiology and performance of high-rate anaerobic digestion of complex wastes. The impacts of a range of engineered parameters including reactor geometry, wastewater type, operating temperature and organic loading rate are systematically investigated using lab-scale EGSB bioreactors. Next generation sequencing of 16S amplicons is utilised as a means of monitoring microbial ecology. Microbial community physiology is monitored by means of specific methanogenic activity testing and a range of physical and chemical methods are applied to assess reactor performance. Finally, the limit state approach is trialled as a method for testing the EGSB and is proposed as a standard method for biotechnology testing enabling improved process control at full-scale. The arising data is assessed both qualitatively and quantitatively. Lab-scale reactor design is demonstrated to significantly influence the spatial distribution of the underlying ecology and community physiology in lab-scale reactors, a vital finding for both researchers and full-scale plant operators responsible for monitoring EGSB reactors. Recurrent trends in the data indicate that hydrogenotrophic methanogenesis dominates in high-rate anaerobic digestion at both full- and lab-scale when subject to engineered or operational stresses including low-temperature and variable feeding regimes. This is of relevance for those seeking to define new directions in fundamental understanding of syntrophic and competitive relations in methanogenic communities and also to design engineers in determining operating parameters for full-scale digesters. The adoption of the limit state approach enabled identification of biological indicators providing early warning of failure under high-solids loading, a vital insight for those currently working empirically towards the development of new biotechnologies at lab-scale.

Reading Performance in Children with Visual Function Anomalies

Aims: To compare reading performance in children with and without visual function anomalies and identify the influence of abnormal visual function and other variables in reading ability. Methods: A cross-sectional study was carried in 110 children of school age (6-11 years) with Abnormal Visual Function (AVF) and 562 children with Normal Visual Function (NVF). An orthoptic assessment (visual acuity, ocular alignment, near point of convergence and accommodation, stereopsis and vergences) and autorefraction was carried out. Oral reading was analyzed (list of 34 words). Number of errors, accuracy (percentage of success) and reading speed (words per minute - wpm) were used as reading indicators. Sociodemographic information from parents (n=670) and teachers (n=34) was obtained. Results: Children with AVF had a higher number of errors (AVF=3.00 errors; NVF=1.00 errors; p<0.001), a lower accuracy (AVF=91.18%; NVF=97.06%; p<0.001) and reading speed (AVF=24.71 wpm; NVF=27.39 wpm; p=0.007). Reading speed in the 3rd school grade was not statistically different between the two groups (AVF=31.41 wpm; NVF=32.54 wpm; p=0.113). Children with uncorrected hyperopia (p=0.003) and astigmatism (p=0.019) had worst reading performance. Children in 2nd, 3rd, or 4th grades presented a lower risk of having reading impairment when compared with the 1st grade. Conclusion: Children with AVF had reading impairment in the first school grade. It seems that reading abilities have a wide variation and this disparity lessens in older children. The slow reading characteristics of the children with AVF are similar to dyslexic children, which suggest the need for an eye evaluation before classifying the children as dyslexic.

Performance Energética no contexto do sistema LEED

Com o aumento constante de procura de recursos naturais por parte dos vários setores da sociedade é urgente encontrar soluções para reduzir o seu consumo sem se travar a expansão demográfica que se tem vindo a sentir nos grandes centros urbanos. É através da implementação de medidas de sustentabilidade e pelo aumento da eficiência de utilização desses recursos que se tem vindo a combater esta tendência cada vez maior de consumismo global, sendo isto apenas possível com a implementação de ferramentas tecnológicas avançadas que permitem estabelecer limites ao considerado eficiente e premiando, em termos financeiros e de imagem de marketing, as entidades que o alcancem. O LEED é um sistema de certificação de sustentabilidade voluntário de edifícios residenciais e comerciais que estabelece métricas de comparação de parâmetros indicadores de consumos energéticos, hídricos e de materiais em todo o ciclo de vida do edifício e que tem vindo a ganhar destaque em crescendo a nível mundial. Esta dissertação teve como objetivo comparar a performance de consumo energético no âmbito do sistema LEED com a do sistema de certificação energética de edifícios nacional (SCE) de um grande edifício de serviços, estabelecendo um paralelismo de semelhanças e diferenças entre os dois e de avaliar os efeitos de potenciais medidas de eficiência energética e seus efeitos nas classificações de mérito obtidas em cada sistema. Os resultados obtidos na simulação que permitiu avaliar a performance foi muito satisfatório, tendo sido aproveitado pela empresa para efeitos de certificação LEED do edifício em estudo.

ROC curves of obesity indicators have a predictive value for children hypertension aged 7-17 years

Objective: The aim of the study is to examine the distribution of integrated covariate and its association with blood pressure (BP) among children in Anhui province, China, and assess the predictive value of integrated covariate to children hypertension. Methods: A total of 2,828 subjects (1,588 male and 1,240 female) aged 7-17 years participated in this study. Height, weight, waistline, hipline and BP of all subjects were measured, obesity and overweight were defined by an international standard, specifying the measurement, the reference population, and the age and sex specific cut off points. High BP status was defined as systolic blood pressure (SBP) and/or diastolic blood pressure (DBP) > 95th percentile for age and gender. Results: Our results revealed that the prevalence of children hypertension was 11.03%, the SBP and DBP of obesity group were significantly higher than that of normal group. Anthropometric obesity indices such as body mass index (BMI) were positively correlated with SBP and DBP. Integrated covariate had a better performance than the single covariate in the receiver-operating characteristic (ROC) curve, the cut-off value; the sensitivity and the specificity of the integrated covariate were 0.112, 0.577, 0.683, respectively. Conclusion: Integrated covariate is a simple and effective anthropometric index to identify childhood hypertension.

Avaliação da performance organizacional e gestão estratégica no sector público; contributos para a construção de um balanced scorecard na Universidade de Évora: Trabalho de projecto

A Administração Pública tem sido alvo de uma reflexão sistemática, que pretende encontrar políticas de gestão que consigam solucionar os problemas de performance dos serviços públicos, evidenciando as suas potencialidades e procurando responder aos desafios com que se confrontam na atualidade. O fenómeno da globalização está na origem de acelerados ciclos de mudança que exigem das organizações urna gestão mais cativa e objetiva, alicerçada em métodos de gestão moderna que vão de encontro às exigências do mundo atual. Eficiência e eficácia dos serviços públicos são, mais do que nunca, duas imposições de uma sociedade crítica e carente de qualidade. A melhoria da performance do serviço público, mais do que urna necessidade, é uma exigência. Como responder a este desafio? Regra geral, os serviços públicos possuem urna fraca cultura de gestão estratégica, o que justifica parte da dificuldade que sentem em transformar a estratégia em objetivos operacionais, de forma a estabelecer ações que visem a obtenção de resultados, definindo medidas para a sua monitorização. O Balanced Scorecard (BSC) poderá contribuir para a implementação de uma cultura de gestão estratégica no Sector Público. A formulação dos objetivos estratégicos, das metas e dos indicadores, para cada uma das perspetivas subjacentes a esta metodologia, permite às organizações efetuarem uma gestão mais adequada dos sistemas que são objeto da sua acão. Este trabalho, partindo da identificação dos ajustamentos que é necessário efetuar ao modelo original de BSC de Kaplan e Norton, propõe um BSC adequado às Instituições de Ensino Superior Público (IESP) em geral e à Universidade de Évora em particular, assumindo-se que esse BSC poderá constituir uma importante ferramenta de gestão estratégica, essencial na avaliação e gestão da performance organizacional. ABSTRACT: The Public Administration has been the target of a systematic reflexion, who wish to find management policies that can resolve the performance problems on public services, showing their potential and aim to respond to the challenges they are facing today. The phenomenon of globalization is the cause of accelerated cycles of change that require organizations a more active and objective management, based on modern management methods that meet the demands of today’s world. Efficiency and effectiveness of public services are more than ever, two charges of a society criticism and lacking in quality. Improving the performance of public service, rather than a necessity is a requirement. How to respond to this challenge? Generally, the public services have a weak culture of strategic management, which explains part of the difficulty they feel in turning the strategy into operational objectives in order to establish measures aimed at achieving results, defining measures for its monitoring. The Balanced Scorecard can contribute to the implementation of a culture of strategic management in the Public Sector. The formulation of strategic objectives, targets and indicators for each of the perspectives that underlie this methodology enables organizations to make better management systems that are the subject of its action. This work, leaving from the identification of the adjustments that is necessary to effectuate to an original model of BSC of Kaplan and Norton, proposes a BSC appropriate to the Institutions of Superior Public Teaching (IESP) in general and to the University of Évora in individual, when are assumed that this BSC will be able to constitute an important tool of strategic, essential management in the evaluation and management of the organizational performance.

Performance analysis of brazilian public and philanthropic hospitals

This paper presents the results of a research that aimed at identifying optimal performance standards of Brazilian public and philanthropic hospitals. In order to carry out the analysis, a model based on Data Envelopment Analysis (DEA) was developed. We collected financial data from hospitals’ financial statements available on the internet, as well as operational data from the Information Technology Department of the Brazilian Public Health Care System – SUS (DATASUS). Data from 18 hospitals from 2007 to 2011 were analyzed. Our DEA model used both operational and financial indicators (variables). In order to develop this model, two indicators were considered inputs: Values (in Brazilian Reais) of Fixed Assets and Planned Capacity. On the other hand, the following indicators were considered outputs: Net Margin, Return on Assets and Institutional Mortality Rate. As regards the proposed model, there were five hospitals with optimal performance and four hospitals were considered inefficient, upon the analysis of the variables, considering the analyzed period. Analysis of the weights indicated the most relevant variables for determining efficiency and scale variable values, which is an important tool to aid the decision-making by hospital managers. Finally, the scale variables determined the returns on production, indicating that 14 hospitals work with scale diseconomies. This may indicate inefficiency in the resource management of the Brazilian public health-care system, by analyzing this set of proposed variables.

USING INDICATORS OF BIOTIC INTEGRITY FOR ASSESSMENT OF STREAM CONDITION

Multiple indices of biotic integrity and biological condition gradient models have been developed and validated to assess ecological integrity in the Laurentian Great Lakes Region. With multiple groups such as Tribal, Federal, and State agencies as well as scientists and local watershed management or river-focused volunteer groups collecting data for bioassessment it is important that we determine the comparability of data and the effectiveness of indices applied to these data for assessment of natural systems. We evaluated the applicability of macroinvertebrate and fish community indices for assessing site integrity. Site quality (i.e., habitat condition) could be classified differently depending on which index was applied. This highlights the need to better understand the metrics driving index variation as well as reference conditions for effective communication and use of indices of biotic integrity in the Upper Midwest. We found the macroinvertebrate benthic community index for the Northern Lakes and Forests Ecoregion and a coldwater fish index of biotic integrity for the Upper Midwest were most appropriate for use in the Big Manistee River watershed based on replicate sampling, ability to track trends over time and overall performance. We evaluated three sites where improper road stream crossings (culverts) were improved by replacing them with modern full-span structures using the most appropriate fish and macroinvertebrate IBIs. We used a before-after-control-impact paired series analytical design and found mixed results, with evidence of improvement in biotic integrity based on macroinvertebrate indices at some of the sites while most sites indicated no response in index score. Culvert replacements are often developed based on the potential, or the perception, that they will restore ecological integrity. As restoration practitioners, researchers and managers, we need to be transparent in our goals and objectives and monitor for those results specifically. The results of this research serve as an important model for the broader field of ecosystem restoration and support the argument that while biotic communities can respond to actions undertaken with the goal of overall restoration, practitioners should be realistic in their expectations and claims of predicted benefit, and then effectively evaluate the true impacts of the restoration activities.

The importance of physical fitness in the performance of adequate cardiopulmonary resuscitation

The aim of the present investigation was to evaluate the influence of the physical fitness of a cardiopulmonary resuscitation (CPR) provider on the performance of and physiologic response to CPR. To this end, comparisons were made of sedentary and physically active subjects in terms of CPR performance and physiologic variables. Two study groups were established: group P (n = 14), composed of sedentary, professional CPR rescuers (mean [± SD]; age, 34 ± 6 years; V̇O2max, 32.5 ± 5.5 mL/kg/min), and group Ex (n = 14), composed of physically active, nonexperienced subjects (age, 34 ± 6 years; V̇O2max, 44.5 ± 8.5 mL/kg/min). Each subject was required to perform an 18-min CPR session, which involved manual external cardiac compressions (ECCs) on an electronic teaching mannequin following accepted standard CPR guidelines. Subjects' gas exchange parameters and heart rates (HRs) were monitored throughout the trial. Variables indicating the adequacy of the ECCs (ECC depth and the percentage of incorrect compressions and hand placements) also were determined. Overall CPR performance was similar in both groups. The indicators of ECC adequacy fell within accepted limits (ie, an ECC depth between 38 and 51 mm). However, fatigue prevented four subjects from group P from completing the trial. In contrast, the physiologic responses to CPR differed between groups. The indicators of the intensity of effort during the trial, such as HR or percentage of maximum oxygen uptake (V̇O2max) were higher in group P subjects than group Ex subjects, respectively (HRs at the end of the trial, 139 ± 22 vs 115 ± 17 beats/min, p < 0.01; percentage of V̇O2max after 12 min of CPR, 46.7 ± 9.7% vs 37.2 ± 10.4%, p < 0,05). These results suggest that a certain level of physical fitness may be beneficial to CPR providers to ensure the adequacy of chest compressions performed during relatively long periods of cardiac arrest.

The influence of nursing student characteristics on performance in the Quebec licensing exam.

This study examines whether certain academic, demographic or psychosocial characteristics of students can be indicators of future success on the Provincial Nursing Licensing exam. A cohort of 42 third year Nursing students was the study sample. Data were collected using a self-reporting questionnaire, academic marks, and graduate interviews. Academic variables that were studied included: first year nursing marks, college biology marks, final year nursing marks, and literacy level. Demographic variables that were studied included : age, gender, socioeconomic status and level of life responsabilities, academic motivation (hours spent studying) and hours worked at unrelated employment. Lastly, psychosocial variables that were studied included: test taking anxiety, stress and overall confidence level in terms of success on the upcoming exam. A comparison was then undertaken between the two groups-students that passed and students that failed the Licensing exam on their first sitting-with respect to specific student characteristics. The conceptual framework for this study is based on Leinbach and Jenkin's model of the correlation of milestones to momentum points in the educational experience. Results of this study suggest that exam anxiety and content review in the months that follow graduation seem to affect exam performance. Also, certain demographic characteristics such as age and financial strain seemed to be good indicators of future success.||Résumé : Cette étude tente d'établir si certaines caractéristiques liées aux études ainsi que des caractéristiques démographiques ou psychosociales des étudiantes et des étudiants peuvent être indicatives du succès futur à l'examen professionnel provincial d'admission à la profession infirmière. Une cohorte de 42 étudiantes et étudiants de troisième année en sciences infirmières formait l'échantillon de l'étude. Les données ont été recueillies au moyen d'un questionnaire d'autoévaluation, des résultats scolaires et d'entrevues avec les infirmières et infirmiers gradués. Les variables liées aux études examinées ont été les résultats de la première année d'études en sciences infirmières, les résultats en biologie au collégial, les résultats de la dernière année d'études en sciences infirmières et le niveau de littératie. Les variables démographiques étudiées ont été l'âge, le sexe, le statut socioéconomique, le niveau de responsabilités sociales, la motivation dans les études (les heures passées à étudier) et les heures consacrées à un travail non lié aux études. Enfin, les variables psychosociales examinées ont été l'anxiété devant l'examen, le stress et le niveau général de confiance quant à la réussite de l'examen à venir. Une comparaison des deux groupes d'étudiantes et d'étudiants, soit ceux qui ont réussi l'examen et ceux qui l'ont échoué à leur première tentative, a ensuite été faite en tenant compte des caractéristiques particulières à chacun. Le cadre conceptuel de cette étude repose sur le modèle de la corrélation entre les jalons (milestones) et les accomplissements (momentum points) dans l'expérience des études de Leinbach and Jenkin. Les résultats de cette étude laissent entendre que l'anxiété devant l'examen et la révision de la matière dans les mois suivant l'obtention du diplôme semblent avoir un effet sur le rendement à l'examen. Aussi, certaines caractéristiques démographiques comme l'âge et les difficultés financières semblaient être indicatifs du succès futur.

The significant role of third-party logistics (3pl) operators as fosterers of organizational performance in colombian companies

La eliminación de barreras entre países es una consecuencia que llega con la globalización y con los acuerdos de TLC firmados en los últimos años. Esto implica un crecimiento significativo del comercio exterior, lo cual se ve reflejado en un aumento de la complejidad de la cadena de suministro de las empresas. Debido a lo anterior, se hace necesaria la búsqueda de alternativas para obtener altos niveles de productividad y competitividad dentro de las empresas en Colombia, ya que el entorno se ha vuelto cada vez más complejo, saturado de competencia no sólo nacional, sino también internacional. Para mantenerse en una posición competitiva favorable, las compañías deben enfocarse en las actividades que le agregan valor a su negocio, por lo cual una de las alternativas que se están adoptando hoy en día es la tercerización de funciones logísticas a empresas especializadas en el manejo de estos servicios. Tales empresas son los Proveedores de servicios logísticos (LSP), quienes actúan como agentes externos a la organización al gestionar, controlar y proporcionar actividades logísticas en nombre de un contratante. Las actividades realizadas pueden incluir todas o parte de las actividades logísticas, pero como mínimo la gestión y ejecución del transporte y almacenamiento deben estar incluidos (Berglund, 2000). El propósito del documento es analizar el papel de los Operadores Logísticos de Tercer nivel (3PL) como promotores del desempeño organizacional en las empresas colombianas, con el fin de informar a las MIPYMES acerca de los beneficios que se obtienen al trabajar con LSP como un medio para mejorar la posición competitiva del país.

La influencia de la cultura nacional en el desempeño logístico de los 123 primeros países en el logistics performance index (LPI)

En esta tesis se presenta la influencia que tiene la Cultura Nacional en el desempeño Logístico de una Nación, en especial de los 123 primeros países evaluados por el Índice de Desempeño Logístico (LPI) realizado por el Banco Mundial. Este estudio se realiza a partir de los seis ítems evaluados en el LPI y de las seis Dimensiones Culturales de Hofstede, para relacionar estas calificaciones se empleará el programa estadístico SPSS Statistical Package for the Social Sciences obteniendo como resultado posibles correlaciones para probar la hipótesis del efecto de la cultura en el desempeño logístico y establecer patrones de comportamiento en los mejores países de cada correlación. De acuerdo a los resultados obtenidos de estas correlaciones, se encontró que si existe una relación entre la cultura nacional y el desempeño logístico de un país, al igual que las dimensiones culturales más influyentes para obtener dichos resultados y se identificaron los países que cuentan con condiciones sobresalientes que facilitan tener altas posiciones en el LPI.