740 resultados para Academic performance prediction


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Education is one of Australia’s largest service-based exports. International students comprise approximately 24% of enrolments at Australian universities (Sawir, Marginson, Deumert, Nyland, & Ramia, 2008); and approximately 80% of these students are from the Asian region (Australian Federal Government, 2012). The financial cost of international student attrition for universities is significant. The Australian Federal Government Department of Education, Science and Training reports the attrition rates for first-year international undergraduate students ranged between 4% and 22.5% across all Australian Universities (2013). Academic, psychological, and sociocultural adjustments to a new environment can be challenging for international students. This process manifests from various stressors such as communication difficulties, adjustment to a new teaching style, new cultural norms and pressure on academic performance. These stressors result in an often overwhelming attempt to integrate and function effectively, and can consequently affect a student’s ability to meet academic requirements. The relationship between a student’s ability to successfully complete a higher education program is consistently related to a range of academic and non-academic factors. The role of specific Australian higher education institutions is vital in facilitating the continued education of Asian International students. Initiatives targeting an enhancement of modifiable lifestyle factors may have the potential to enhance a student’s ability to effectively and successfully transition into a lifestyle that facilitates their ability to adjust to the requirements of Australian universities. One possibility is the prospect of providing wellness programming, coaching and education targeting lifestyle behaviours for acculturation.

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The majority of tertiary practice-led creative arts disciplines became part of the Australian university system as a result of the creation of the Unified National System of tertiary education in 1988. Over the past two decades, research has grown as the yardstick by which academic performance in the Australian university sector is recognised and rewarded. Academics in artistic disciplines, who struggled to adapt to a culture and workload expectations different from their previous, predominantly teaching based, employment, continue to see their research under-valued within the established evaluation framework. Despite a late 1990s Australian government funded inquiry, many of the inequities remain. While the Excellence in Research in Australia (ERA) exercise has acknowledged the non-text outputs of artist-academics in its evaluation of 'research outcomes', much of the process remains resolutely framed by measures that work against creative arts researchers.

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This study investigates whether academics can capitalize on their external prominence (measured by the number of pages indexed on Google, TED talk invitations or New York Times bestselling book successes) and internal success within academia (measured by publication and citation performance) in the speakers’ market. The results indicate that the larger the number of web pages indexing a particular scholar, the higher the minimum speaking fee. Invitations to speak at a TED event, or making the New York Times Best Seller list is also positively correlated with speaking fees. Scholars with a stronger internal impact or success also achieve higher speaking fees. However, once external impact is controlled, most metrics used to measure internal impact are no longer statistically significant.

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Objectives Medical and dental students experience poor psychological well-being relative to their peers. This study aimed to assess the psychological well-being among medical and dental students in Saudi Arabia, identify the high-risk groups and assess the association between the psychological well-being and the academic performance. Methods In this cross-sectional study, 422 preclinical medical and dental students at Umm Al-Qura University, Saudi Arabia, were recruited to assess their depression, anxiety, stress, self-efficacy and satisfaction with life levels using 21-items Depression Anxiety Stress Scale (DASS-21), General Self-Efficacy (GSE) scale and Satisfaction With Life Scale (SWLS). Students’ academic weighted grades were obtained later. Descriptive statistics and univariate general linear model were used to analyse data. Results High levels of depression (69.9%), anxiety (66.4%) and stress (70.9%) were indicated, whereas self-efficacy (mean = 27.22, sd = 4.85) and life satisfaction (mean = 23.60, sd = 6.37) were within the normal range. Female medical students had higher psychological distress in contrast to dental students. In general, third-year students were more depressed and stressed in comparison with second-year students, except for stress among dental students. Moreover, all females had higher self-efficacy than males. Life satisfaction was higher within the second-year and high family income students. Depression was the only psychological variable correlated with the academic performance. Conclusion High levels of psychological distress were found. Female medical students had higher psychological distress than males, whereas male dental students had higher distress than female. Medical students at third year were more depressed and stressed. Dental students were more depressed in the third year, but more stressed in the second year. Attention should be directed towards reducing the alarming levels of depression, anxiety and stress among medical and dental students.

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This study constructs performance prediction models to estimate the end-user perceived video quality on mobile devices for the latest video encoding techniques –VP9 and H.265. Both subjective and objective video quality assessments were carried out for collecting data and selecting the most desirable predictors. Using statistical regression, two models were generated to achieve 94.5% and 91.5% of prediction accuracies respectively, depending on whether the predictor derived from the objective assessment is involved. These proposed models can be directly used by media industries for video quality estimation, and will ultimately help them to ensure a positive end-user quality of experience on future mobile devices after the adaptation of the latest video encoding technologies.

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BACKGROUND OR CONTEXT The higher education sector plays an important role in encouraging students into the STEM pipeline through fostering partnerships with schools, building on universities long tradition in engagement and outreach to secondary schools. Numerous activities focus on integrated STEM learning experiences aimed at developing conceptual scientific and mathematical knowledge with opportunities for students to show and develop skills in working with each other and actively engaging in discussion, decision making and collaborative problem solving. (NAS, 2013; AIG, 2015; OCS, 2014). This highlights the importance of the development and delivery of engaging integrated STEM activities connected to the curriculum to inspire the next generation of scientists and engineers and generally preparing students for post-secondary success. The broad research objective is to gain insight into which engagement activities and to what level they influence secondary school students’ selection of STEM-related career choices at universities. PURPOSE OR GOAL To evaluate and determine the effectiveness of STEM engagement activities impacting student decision making in choosing a STEM-related degree choice at university. APPROACH A survey was conducted with first-year domestic students studying STEM-related fieldswithin the Science and Engineering Faculty at Queensland University of Technology. Of the domestic students commencing in 2015, 29% responded to the survey. The survey was conducted using Survey Monkey and included a variety of questions ranging from academic performance at school to inspiration for choosing a STEM degree. Responses were analysed on a range of factors to evaluate the influence on students’ decisions to study STEM and whether STEM high school engagement activities impacted these decisions. To achieve this the timing of decision making for students choice in study area, degree, and university is compared with the timing of STEM engagement activities. DISCUSSION Statistical analysis using SPSS was carried out on survey data looking at reasons for choosing STEM degrees in terms of gender, academic performance and major influencers in their decision making. It was found that students choose their university courses based on what subjects they enjoyed and exceled at in school. These results found a high correlation between enjoyment of a school subject and their interest in pursuing this subject at university and beyond. Survey results indicated students are heavily influenced by their subject teachers and parents in their choice of STEM-related disciplines. In terms of career choice and when students make their decision, 60% have decided on a broad area of study by year 10, whilst only 15% had decided on a specific course and 10% had decided on which university. The timing of secondary STEM engagement activities is seen as a critical influence on choosing STEM disciplines or selection of senior school subjects with 80% deciding on specific degree between year 11 and 12 and 73% making a decision on which university in year 12. RECOMMENDATIONS/IMPLICATIONS/CONCLUSION Although the data does not support that STEM engagement activities increase the likelihood of STEM-related degree choice, the evidence suggests the students who have participated in STEM activities associate their experiences with their choice to pursue a STEM-related course. It is important for universities to continue to provide quality engaging and inspirational learning experiences in STEM, to identify and build on students’ early interest and engagement, increase STEM knowledge and awareness, engage them in interdisciplinary project-based STEM practices, and provide them with real-world application experiences to sustain their interest.

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This study aimed to examine the complicated process involved in the influence of parental psychological control on academic self-concept and academic performance in Chinese adolescents. The study considered possible mediating and moderating factors that might influence the relationships of interest. Findings of this study suggested that perceived maternal psychological control was related to adolescents' academic self-concept, and the relationship was mediated by adolescents' satisfaction on basic psychological needs. No statistically significant association was found between perceived maternal psychological control and adolescents' academic performance, instead, the relationship was moderated by adolescent age.

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With society now recognizing that senior schooling is about flexibility in credentialing rather than a one-size-fits-all academic education, it has become necessary to track students through numerous pathways. This case study describes how Nambour State High School put into place a senior schooling tracking program which brought about cultural change throughout the school. Using the Tracking and Academic Management Index as a cohort tracking tool, the school has been able to monitor its senior schooling academic and non-academic performance over the past four years. By focusing on the four measures which make up the Index, Nambour State High School was able to demonstrate improved outcomes for all students in their senior school cohort.

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Accurate and timely prediction of weather phenomena, such as hurricanes and flash floods, require high-fidelity compute intensive simulations of multiple finer regions of interest within a coarse simulation domain. Current weather applications execute these nested simulations sequentially using all the available processors, which is sub-optimal due to their sub-linear scalability. In this work, we present a strategy for parallel execution of multiple nested domain simulations based on partitioning the 2-D processor grid into disjoint rectangular regions associated with each domain. We propose a novel combination of performance prediction, processor allocation methods and topology-aware mapping of the regions on torus interconnects. Experiments on IBM Blue Gene systems using WRF show that the proposed strategies result in performance improvement of up to 33% with topology-oblivious mapping and up to additional 7% with topology-aware mapping over the default sequential strategy.

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Scalable stream processing and continuous dataflow systems are gaining traction with the rise of big data due to the need for processing high velocity data in near real time. Unlike batch processing systems such as MapReduce and workflows, static scheduling strategies fall short for continuous dataflows due to the variations in the input data rates and the need for sustained throughput. The elastic resource provisioning of cloud infrastructure is valuable to meet the changing resource needs of such continuous applications. However, multi-tenant cloud resources introduce yet another dimension of performance variability that impacts the application's throughput. In this paper we propose PLAStiCC, an adaptive scheduling algorithm that balances resource cost and application throughput using a prediction-based lookahead approach. It not only addresses variations in the input data rates but also the underlying cloud infrastructure. In addition, we also propose several simpler static scheduling heuristics that operate in the absence of accurate performance prediction model. These static and adaptive heuristics are evaluated through extensive simulations using performance traces obtained from Amazon AWS IaaS public cloud. Our results show an improvement of up to 20% in the overall profit as compared to the reactive adaptation algorithm.

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Este trabajo investiga la relación de determinadas características del alumnado de Educación Primaria y de Secundaria (teorías implícitas de la inteligencia, metas académicas de logro, autoconcepto social, compromiso con las tareas artísticas y actitudes hacia la enseñanza artística en la escuela) con el rendimiento académico (calificación y comprensión artística) en la asignatura de Educación Artística. Se formulan cuatro hipótesis que plantean relación débil de las calificaciones académicas en la asignatura de Artes Visuales con el nivel de comprensión, así como relación positiva y significativa del rendimiento académico en Educación Artística con concepciones sobre la propia inteligencia como incremental, con el compromiso con las tareas artísticas, con las actitudes hacia la asignatura, con las metas de aprendizaje y con el autoconcepto social. Los resultados, obtenidos de una muestra de 606 escolares de Educación Primaria y Secundaria, confirman parcialmente las hipótesis de investigación pues se constata cierta relación significativa, positiva e irregular entre calificación en Educación Artística y comprensión artística, se confirma la relación previamente hipotetizada del compromiso con las tareas artísticas y de las actitudes hacia la Educación Artística con el rendimiento académico en la asignatura de Arte, y se señala asimismo relación estadísticamente significativa de las metas académicas de aprendizaje y del autoconcepto social con la calificación y con la comprensión artísticas, si bien las metas de desempeño también muestran ciertas relaciones significativas con el rendimiento artístico. Se concluye subrayando la relevancia del presente trabajo al establecer relaciones significativas entre características del alumnado y su rendimiento académico en la asignatura de Educación Plástica y Visual.

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[EN] This correlational study aims to analyse the relationship of the social dimension of the selfconcept with age, educational level, sex and with the academic performance, understood as qualification and as artistic understanding of a group of primary and secondary students. The results show, generally, negative relationship between social self-concept and demographic variables, while statistically significant, although of opposite sign, of the social self-concept with the qualification in the field and with the artistic understanding respectively.

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本文利用挤铸造方法结合热压的方法制备了Al_(18)B_4O_(33)w/Al和SiCw/Al复合材料,实现了对增强体取向的调整。利用SEM在位观测、MTS宏观拉伸等实验方法研究了复合材料的细观结构、细观损伤演化规律和材料的宏观性能。通过理论分析、数值计算,结合实验的方法,定量地讨论了材料性能和其微观结构参数之间的关系,定性地总结了短纤维增强金属基复合材料的细观损伤演化规律。经过分析和实验,阐明了热挤压对短纤维增强金属基复合材料增强体空间取向性(取向密度)的影响;讨论了在短纤维增强金属基复合材料中宏观应变和基体、增强体应变的关系;并且进一步研究了密排、多取向群体短纤维增强体的应变,在材料处于弹性和塑性阶段的演化规律;提出了利用增强体轴向应变和材料宏观应变在该方向的分量之比值λ_f来描述增强体增强效果,给出了λ_f在材料承载过程中的演化规律;总结了短纤维增强金属基复合材料的性能(弹性模量)和晶须空间取向之间的关系;利用修正了的混合定律比较好地预测了短纤维增强金属基复合材料的弹性模量;并且进一步预测了短纤维增强金属基复合材料的弹塑性性能。

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O presente estudo traz como lócus central de interesse apreender as percepções que alunos formandos do ensino médio de uma escola estadual do município do Rio de Janeiro, possuem sobre suas chances de terem ascensão educacional, via ingresso no ensino superior, focalizando, em especial, como percebem as contribuições da escola e da classe social a que pertencem nesse processo. O estudo foi realizado apenas durante o turno da manhã, utilizando-se de aporte teórico-metodológico ancorado nas pesquisas sobre os efeitos das escolas, campo de estudo que se iniciou fora do Brasil, e que recentemente tem experimentado mais entrada no campo educacional brasileiro. Esta pesquisa congregou o uso das metodologias quantitativa e qualitativa, com aplicação de questionários estruturados a todos os alunos formandos, bem como buscou conhecer mais das expectativas destes estudantes, através de entrevistas semi-estruturadas realizadas com dois alunos de cada turma. Estudos apontam que, ainda que os fatores extra-escolares, especialmente aqueles relacionados às condições socioeconômicas dos indivíduos, exerçam forte influência sobre o desempenho escolar dos alunos, sobre suas trajetórias escolares, e, posteriormente, sobre suas trajetórias profissionais, outros trabalhos vêm sugerindo que há mais elementos que precisam ser introduzidos na análise, elementos estes que dizem respeito a aspectos relacionados à própria escola, que se convencionou chamar no Brasil como efeitos das escolas, ou simplesmente, efeito-escola. Acredita-se, segundo esta perspectiva de análise, que as escolas podem vir a afetar as trajetórias dos alunos, assim como suas expectativas de vida e suas motivações, embaralhando a influência dos fatores socioeconômicos, que, ainda que presentes, não seriam os únicos condicionantes. Estas pesquisas revelam que, depois de controladas as variáveis concernentes às condições socioeconômicas dos indivíduos, os dados sugeririam que as escolas exerceriam influência sobre o desempenho dos alunos, em maior ou menor grau, com maior ou menor êxito, mostrando que as escolas podem fazer diferença, e que não são apenas os fatores extra-escolares os únicos determinantes para o sucesso e insucesso escolar dos indivíduos.

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O presente estudo tem por objetivo avaliar as contribuições do Programa de Tutoria Especial da Universidade Estadual da Paraíba (UEPB) para a permanência e bom desempenho acadêmico dos seus alunos com deficiência no ensino superior. A pesquisa realizada, nessa Instituição de Ensino Superior, nos cursos de Pedagogia, História, Filosofia, Comunicação Social, Serviço Social, Direito e Física, contou como sujeitos: alunos com deficiência, seus respectivos tutores especiais, professores e a coordenadora do referido Programa. A investigação foi desenvolvida se utilizando de uma abordagem quantitativa e qualitativa, sendo do tipo exploratória e assumindo a forma de estudo de caso. Os procedimentos metodológicos de coleta de dados foram: análise documental, aplicação de questionários, entrevistas e registro de observações do comportamento. A pesquisa documental foi realizada durante todo o percurso da investigação, mediante acesso e análise de documentos e informações do Programa de Tutoria Especial. O questionário foi usado para a identificação e caracterização socioeconômica dos alunos com deficiência. A entrevista semiestruturada, foi aplicada aos vinte e seis sujeitos da pesquisa. Já, as sessões de observação do comportamento dos participantes foram conduzidas por meio de vinte sessões distribuídas em sala de aula e em atendimentos pedagógicos individualizados do Programa. Neste momento, procedemos, de maneira específica, ao estudo de caso de dois alunos com deficiência, integrantes da amostra dos sujeitos das entrevistas. Os resultados das entrevistas indicaram, dentre outros dados, que os sujeitos da pesquisa avaliaram o Programa de Tutoria Especial de forma positiva, alegando que o mesmo contribui tanto para a permanência dos alunos com deficiência na academia, quanto para o seu bom desempenho acadêmico. Na análise dos registros de observação, assim como das entrevistas, detectamos aspectos do Programa que ratificam, pontos que contrariam e pontos que necessitam ser incorporados à sua Resolução de criação (Resolução CONSEPE/UEPB N 013, de 07/07/2006). Os dados apontaram, portanto, a necessidade desta Resolução ser revista e reformulada para contemplar as novas demandas da dinâmica do Programa. Por fim, diante dos achados da investigação, levantamos a tese de que o Programa de Tutoria Especial da UEPB é um tipo de Atendimento Educacional Especializado (AEE) no ensino superior, com características e adaptações peculiares, ocorrendo de maneira diferenciada do AEE criado pelo Ministério da Educação, Cultura e Desporto (MEC) para a educação básica. Assim sendo, esta experiência da UEPB, sendo pioneira dentre as universidades brasileiras, poderá servir como uma proposta a ser socializada com outras universidades do país, uma vez que o MEC ainda não dispõe de uma política de AEE para o ensino superior.