%0 Journal Article
%T Emergency Remote Teaching and Programme Intervention: Towards a Human-Machine Pedagogy Based on Interactive Learning Documents
%A P. Stiefenhofer
%A L. Xie
%A K. Wildish-Jones
%J Creative Education
%P 3690-3714
%@ 2151-4771
%D 2022
%I Scientific Research Publishing
%R 10.4236/ce.2022.1311234
%X Teaching restrictions, due to the COVID-19 pandemic, have rapidly shifted the global learning environment demanding educators to implement technology-based solutions in their instruction. In this case study, we discuss how Interactive Learning Documents (ILDs), based on R-Markdown and R-Shiny technologies can contribute to building student confidence in their transition from secondary to tertiary education under the conditions of Emergency Remote Teaching. We propose a human-machine based active learning pedagogy to be implemented in a stage one Introductory Statistics course delivered to social science students. Our results show that Interactive Learning Documents contribute to alleviating student¡¯s transition to university education. Three factors contribute to this result: 1) ILDs help students reduce statistics anxiety, 2) ILDs help learning by efficiently organising large quantities of complex learning material, and 3) ILDs effectively engage students by providing them with a variety of dynamic interactions with the subject.
%K Active Learning
%K R-Shiny Apps
%K R-Markdown
%K Statistics
%K Pedagogy
%U http://www.scirp.org/journal/PaperInformation.aspx?PaperID=121507