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Can I read Modelling the Interactive Behaviour of Users with a Medication Safety Dashboard in a Primary Care Setting on EtoBox?
Modelling the Interactive Behaviour of Users with a Medication Safety Dashboard in a Primary Care Setting by Ainhoa Yera; Javier Muguerza; Olatz Arbelaitz; Iñigo Perona; Richard N. Keers; Darren M. Ashcroft; Richard Williams; Niels Peek; Caroline Jay; Markel Vigo is a Health Professions article available to read on EtoBox.
What is Modelling the Interactive Behaviour of Users with a Medication Safety Dashboard in a Primary Care Setting about?
## Objective: To characterise the use of an electronic medication safety dashboard by exploring and contrasting interactions from primary users (i.e. pharmacists) who were leading the intervention and secondary users (i.e. non-pharmacist staff) who used the dashboard to engage in safe prescribing practices. ## Materials and methods: We conducted a 10-month observational study in which 35 health professionals used an instrumented medication safety dashboard for audit and feedback purposes in clinical practice as part of a wider intervention study. we modelled user interaction by computing features representing exploration and dwell time through user interface events that were logged on a remote database. we applied supervised learning algorithms to classify primary against secondary users. ## Results: We observed values for accuracy above 0.8, indicating that 80% of the time we were able to distinguish a primary user from a secondary user. in particular, the multilayer perceptron (mlp) yielded the highest values of precision (0.88), recall (0.86) and f-measure (0.86). the behaviour of primary users was distinctive in that they spent less time between mouse clicks (lower dwell time)
Who reads Modelling the Interactive Behaviour of Users with a Medication Safety Dashboard in a Primary Care Setting?
It is typically read by researchers, students, and practitioners in Health Professions.
- Author
- Ainhoa Yera; Javier Muguerza; Olatz Arbelaitz; Iñigo Perona; Richard N. Keers; Darren M. Ashcroft; Richard Williams; Niels Peek; Caroline Jay; Markel Vigo
- Publisher
- Elsevier BV
- Published
- 2019
- Language
- EN
- Field
- Health Professions (Health Sciences)