Search results for "Analytics"
showing 10 items of 256 documents
Automatic knowledge discovery from sparse and large-scale educational data : case Finland
2017
The Finnish educational system has received a lot of attention during the 21st century. Especially, the outstanding results in the first three cycles of the Programme for International Student Assessment (PISA) have made Finland’s education system internationally famous, and its unique characteristics have been under active research by various, predominantly educational, scholars since then. However, despite the availability of real but often sparse big data sets that would allow more evidence-based decision making, existing research to date has mostly concentrated on using classical qualitative and (univariate) quantitative methods. This thesis discusses, in general terms, knowledge discove…
“Sitting at the Stern and Holding the Rudder” : Teachers’ Reflections on Action in Higher Education Based on Student Agency Analytics
2022
Digital technologies in teaching and learning in higher education have the potential to enhance student agency. Student agency is an essential resource to nurture, especially at times when students face challenges emerging from the volatile, uncertain, complex, and ambiguous world. In addition, contemporary policymaking has identified the importance of student agency. Student agency analytics is a process utilizing learning analytics, specifically psychometrics and machine learning to provide teachers insights about the agentic resources of their students. Four teachers in higher education were provided with student agency analytics results of their mathematics courses. The teachers partici…
Measuring self‐regulated learning in a junior high school mathematics classroom : Combining aptitude and event measures in digital learning materials
2023
Background Measurement of students' self-regulation skills is an active topic in education research, as effective assessment helps devising support interventions to foster academic achievement. Measures based on event tracing usually require large amounts of data (e.g., MOOCs and large courses), while aptitude measures are often qualitative and need careful interpretation. Precise and interpretable evaluation of self-regulation skills in a normal K-12 classroom thus poses a challenge. Objectives The present study proposes and explores a learning analytics method of combining aptitude and event measures to evaluate student's self-regulation skills. Methods An explorative learning analytics s…
Rethinking Learning Design in IT Education During a Pandemic
2021
Maintaining high-quality teaching and learning in the times of a pandemic poses a huge challenge to education systems. To scaffold adequate practices in our courses during the pandemic, more advanced, and fine-grained “learning design” is needed than providing the learning objectives and learning materials of the course and defining the deliverables and assignments. In this paper, we leverage on our experience with putting into practice different learning designs and technologies, in various information technology (IT) contexts and discuss how IT educators can further reflect on the learning design of their courses and scaffold fully remote or blended learning approaches to accommodate thei…
Análisis de las habilidades del manejo del grupo en un programa de educación afectivo-sexual para DFI
2021
Las habilidades de manejo de grupo que presenten los profesionales que imparten los programas de educación afectivo-sexual para personas con discapacidad intelectual son esenciales a fin de dirigir las sesiones hacia los objetivos establecidos. Por ello, el objetivo del presente trabajo es explorar las incidencias producidas durante la aplicación del Programa SALUDIVERSEX, en función del tipo de contenido de la sesión, analizando las habilidades de manejo del grupo de los 29 profesionales (90% mujeres y 10% hombres) que aplicaron este programa. Los resultados sugieren que las conductas inapropiadas de los/as usuarios/as son las incidencias más frecuentes tanto en las sesiones que trabajan h…
What happens after five years?: The long-term effects of a four-session Acceptance and Commitment Therapy delivered by student therapists for depress…
2017
Brief interventions can be viable treatment options worth consideration in addressing the growing need for treatments of subclinical and clinical depressive symptoms. However, there is uncertainty regarding the long-term benefits of these interventions. The aim was to examine the long-term (5-year) effects of a 4-session Acceptance and Commitment Therapy (ACT) intervention for low mood delivered by novice therapists in order to see whether lasting effects could be achieved cost-effectively with four intervention sessions. Originally, 57 self-referred clients were randomized into two groups: an intervention group and a waiting-list control group which received treatment later. The groups wer…
Fintech strategy: E-reputation
2021
Digital media use applied to professional atmosphere is increasing its relevance in the companies of the 21st century. As a consequence, organisations should bear this fact in mind and adapt their corporate strategies to the new market demands. Online social networks offer customers the possibility to bring attention to issues they believe need to be addresses by organisations. Added to this, e-reputation plays a pivotal role in determining a company's competitive advantage. This paper studies the role of e-communications in an organisation's strategy and how analytics and modelling techniques are used to take advantage of the digital media content. It discusses the historical reputational …
Resultados preliminares de la eficacia del programa saludiversex de educación afectivo-sexual para adultos con diversidad funcional intelectual
2021
Para promover un desarrollo sexual saludable es necesario garantizar el acceso de las personas con discapacidad intelectual (PDI) a la formación en relación con sexualidad y las relaciones interpersonales. En este sentido, se precisan programas de educación afectivo sexual para PDI que presenten evidencias empíricas sólidas acerca de su validez. Con este objetivo, el presente estudio ofrece los datos preliminares sobre la eficacia de cuatro de las sesiones del Programa de Educación Afectivo-Sexual SALUDIVERSEX: (1) Higiene íntima, (2) Abuso sexual, (3) Orientación sexual e (4) Intimidad. El programa fue aplicado a 43 usuarios de cuatro centros ocupacionales de la Comunitat Valenciana. La im…
Endodontic Microbiology: A Bibliometric Analysis of the Top 50 Classics
2021
Background. Citation analysis has emerged to play a significant role in recognition of the most useful areas of research. Endodontic microbiology has been a topic of interest for endodontists as well as periodontists and oral surgeons. This bibliometric analysis is aimed at identifying and reporting the characteristics of the top 50 cited articles on endodontic microbiology. Methods. The articles were identified through a search on Web of Science (WoS), property of Clarivate Analytics database published on endodontic microbiology. The citation information of the selected articles was recorded. The Journal of Endodontics, International Endodontic Journal, Oral Surgery Oral Medicine Oral Path…
General Adaption Framework
2005
Integration of heterogeneous applications and data sources into an interoperable system is one of the most relevant challenges for many knowledge-based corporations nowadays. Development of a global environment that would support knowledge transfer from human experts to automated Web services, which are able to learn, is a very profit-promising and challenging task. The domain of industrial maintenance is not an exception. This paper outlines in detail an approach for adaptation of heterogeneous Web resources into a unified environment as a first step toward interoperability of smart industrial resources, where distributed human experts and learning Web services are utilized by various devi…