Print Email Facebook Twitter Sandbox University: Estimating Influence of Institutional Action Title Sandbox University: Estimating Influence of Institutional Action Author Forsman, J. Mann, R.P. Linder, A.D. Van den Bogaard, M.E.D. Faculty Technology, Policy and Management Department Multi-Actor Systems Date 2014-07-23 Abstract The approach presented in this article represents a generalizable and adaptable methodology for identifying complex interactions in educational systems and for investigating how manipulation of these systems may affect educational outcomes of interest. Multilayer Minimum Spanning Tree and Monte-Carlo methods are used. A virtual Sandbox University is created in order to facilitate effective identification of successful and stable initiatives within higher education, which can affect students’ credits and student retention – something that has been lacking up until now. The results highlight the importance of teacher feedback and teacher-student rapport, which is congruent with current educational findings, illustrating the methodology’s potential to provide a new basis for further empirical studies of issues in higher education from a complex systems perspective. To reference this document use: http://resolver.tudelft.nl/uuid:d28386b1-19a8-4c6d-a59b-b15047ecd2ed DOI https://doi.org/10.1371/journal.pone.0103261 Publisher Public Library of Science ISSN 1932-6203 Source PLoS One, 9 (7), 2014 Part of collection Institutional Repository Document type journal article Rights © 2014 The Author(s)This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Files PDF 308134.pdf 632.84 KB Close viewer /islandora/object/uuid:d28386b1-19a8-4c6d-a59b-b15047ecd2ed/datastream/OBJ/view