Sandbox University : Estimating Influence of Institutional Action

• The approach presented in this article represents a generalizable and adaptable methodology for identifying complexinteractions in educational systems and for investigating how manipulation of these systems may affect educationaloutcomes of interest. Multilayer Minimum Spanning Tree and Monte-Carlo methods are used. A virtual Sandbox Universityis created in order to facilitate effective identification of successful and stable initiatives within higher education, which canaffect students’ credits and student retention – something that has been lacking up until now. The results highlight theimportance 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 educationfrom a complex systems perspective.

Ämnesord

SAMHÄLLSVETENSKAP  -- Utbildningsvetenskap -- Didaktik (hsv//swe)

SOCIAL SCIENCES  -- Educational Sciences -- Didactics (hsv//eng)

NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)

NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)

NATURVETENSKAP  -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)

NATURAL SCIENCES  -- Computer and Information Sciences -- Information Systems (hsv//eng)

SAMHÄLLSVETENSKAP  -- Annan samhällsvetenskap -- Tvärvetenskapliga studier inom samhällsvetenskap (hsv//swe)

SOCIAL SCIENCES  -- Other Social Sciences -- Social Sciences Interdisciplinary (hsv//eng)

Nyckelord

Complex systems

Simulations

Higher Education

MCMC

Fysik med inriktning mot fysikens didaktik

Physics with specialization in Physics Education

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