scholarly journals What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics?

2016 ◽  
pp. 1-30 ◽  
Author(s):  
Mohammad Khalil ◽  
Martin Ebner
Keyword(s):  
Learning Analytics ◽  
Online Course ◽  
Massive Open Online ◽  
Massive Open Online Course

scholarly journals The dinosaur that lost its head: A contribution to a framework using Learning Analytics in Learning Design

2019 ◽  
Vol 12 (21) ◽  
pp. 21 ◽  
Author(s):  
René Boyer Christiansen ◽  
Karsten Gynther ◽  
Rasmus Jørnø
Keyword(s):  
Learning Analytics ◽  
Design Research ◽  
Online Courses ◽  
Online Course ◽  
Learning Design ◽  
Massive Open Online ◽  
Educational Design ◽  
Massive Open Online Course ◽  
Educational Design Research

This paper presents an approach to the meaningful use of learning analytics as a tool for teachers to improve the robustness of their learning designs. The approach is based on examining how participants act within a Massive Open Online Course (MOOC) format through learning analytics. We show that a teacher/designer can gain knowledge about his or her intended, implemented and attained learning design; about how MOOC participants act in response to these and about how students are able to develop ‘study efficiency’ when participating in a MOOC. The learning analytics approach makes it possible to follow certain MOOC students and their study behaviour (e.g. the participants who pass the MOOC by earning enough achievement badges) and to examine the role of the moderator in MOOCs, showing that scaffolding plays a central role in studying and learning processes in an educational format such as a MOOC. Key words: MOOCs, Massive Open Online Courses, data-saturated, learning analytics, learning design, educational design research, LMS.

scholarly journals Introduction into Sparks of the Learning Analytics Future

2015 ◽  
Vol 1 (3) ◽  
pp. 145-149 ◽  
Author(s):  
Mykola Pechenizkiy ◽  
Dragan Gasevic
Keyword(s):  
Doctoral Students ◽  
Learning Analytics ◽  
Harvard University ◽  
Traditional Classroom ◽  
Data Driven ◽  
Online Course ◽  
Summer Institute ◽  
Massive Open Online ◽  
Doctoral Research ◽  
Massive Open Online Course

This section offers a compilation of 16 extended abstracts summarizing research of the doctoral students who participated in the Second Learning Analytics Summer Institute (LASI 2014) held at Harvard University in July 2014. The abstracts highlight the motivation, main goals and expected contributions to the field from the ongoing learning analytics doctoral research around the globe. These works cover several major topics in learning analytics including novel methods for automated annotations, longitudinal analytic studies, networking analytics, multi-modal analytics, dashboards, and data-driven feedback and personalization. The assumed settings include the traditional classroom, online and mobile learning, blended learning, and massive open online course education models.

Valor dos massive open online course (MOOC) na educação para a cidadania

2018 ◽  
Vol 13 (2) ◽  
Author(s):  
Hermano Carmo ◽  
Teresa Maia e Carmo
Keyword(s):  
Online Courses ◽  
Massive Open Online Courses ◽  
Online Course ◽  
Massive Open Online ◽  
Massive Open Online Course ◽  
Tecnología Educativa

A sociedade contemporânea é marcada por três macrotendências que a identificam como uma sociedade singular na história humana: processo de mudança acelerada, desigualdade crescente e fibrilhação dos sistemas de poder. Tais tendências têm tido como efeitos um quadro de ameaças e oportunidades que tanto têm constituído gigantesco desafio aos sistemas educativos quanto configuram a urgência de ressocialização de todas as gerações vivas no sentido da construção de uma cidadania global. Nesse contexto, propõe-se um modelo que configura uma estratégia de educação para a cidadania, com dois eixos, quatro vertentes e dez áreas-chave. Seguidamente, descreve-se e discute-se a emergência quase explosiva dos Massive Open Online Courses (MOOC) a partir de instituições de ensino superior internacionalmente reconhecidas, no quadro do novo paradigma digital, sua diversidade e seu potencial ainda em aberto. Confrontando a nova abordagem educativa com o modelo de educação para a cidadania proposto, conclui-se constituir um meio robusto para o potenciar.Palavras-chave:Conjuntura. Macrotendências. Educação para a cidadania. MOOC. Tecnologia educativa. Paradigma digital.Link: http://revista.ibict.br/inclusao/article/view/4171/3642

scholarly journals Digital Education on Prudent Antibiotic Use—Evaluation of a Massive Open Online Course for General Practitioners in Germany

2020 ◽  
Vol 41 (S1) ◽  
pp. s192-s193
Author(s):  
Florian Salm ◽  
Tobias Kramer ◽  
Cornelius Remschmidt ◽  
Petra Gastmeier ◽  
Sandra Schneider
Keyword(s):  
Antibiotic Therapy ◽  
General Practitioners ◽  
Antibiotic Use ◽  
Background Information ◽  
Online Course ◽  
Massive Open Online ◽  
Questionnaire Response ◽  
Face To Face ◽  
Massive Open Online Course ◽  
Assessment Questionnaire

Background: Antimicrobial resistance is a growing global health problem predominantly driven by overuse of antibiotics. In humans, most antibiotics are used outside the hospital. Overprescribing for acute respiratory infections (ARIs) is common despite clear guidelines. The need for further training of general practitioners is well known. Objective: To develop and evaluate a massive open online course (MOOC) on antibiotic therapy of common infectious diseases in general practice. Methods: A 4-week MOOC was developed on the basis of previous face-to-face trainings (platform, Hasso Plattner Institute for Digital Engineering) and was conducted 3 times between July 10, 2017, and May 31, 2019. The course was promoted through various general practitioner (GP) networks, local multipliers, and conferences and in the local trade press. In addition to epidemiological background information, the focus was on guideline-based diagnostics and treatment of ARI, side effects of antibiotics, correct drug selection, dosage and duration of indicated antibiotic therapy, as well as aspects of doctor–patient communication. Content included videos, self-tests, additional written material, and an optional exam. At the end of the course, participants were asked to complete a voluntary, anonymous online assessment questionnaire (LimeSurveyPro software). Usage data from the MOOC platform and data from the questionnaire were analyzed using IBM SPSS statistical software. Results: In total, 2,177 registered persons retrieved content (= learners). The proportion of learners dropped from 99.6% in week 1 to 40.7% in week 4. However, among those attending week 4, the average proportion of content used was still high (74.5%). Furthermore, 27.5% of learners completed the course, 23.8% took the exam, and 19.7% passed the exam. Moreover, 284 learners answered the assessment questionnaire (response rate, 13.0%); 62.3% were women, and the mean age was 45.9 years. Also, 225 participants (79.2%) stated that they were physicians; 122 of these worked as general practitioners (54.2% of physicians). Among the other physicians, 23% stated were in specialist training and 15.6% had a different specialist designation. The average overall rating of the course was 1.31 (1 = very good to 6 = not sufficient). General practitioners rated it slightly better than other physicians (1.23 vs 1.41). The clinical relevance was rated at 1.27 (GPs vs other physicians, 1.18 vs 1.35). For all scores, see Table 1. Conclusions: A massive open online course appears to be an appropriate format in which to deliver clinical relevant content concerning prudent antibiotic use in the outpatient setting. It is a good complement to existing face-to-face formats and helps to cover needs related to antibiotic training.Funding: NoneDisclosures: None

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