Print Email Facebook Twitter Wearable and App-based Resilience Modelling in Employees (WearMe) Title Wearable and App-based Resilience Modelling in Employees (WearMe) Author de Vries, H. Kamphuis, W. Oldenhuis, H.K.E. Schans, C. Sanderman, R. Publication year 2019 Abstract Occupational stress can cause all kinds of health problems. Resilience interventions that help employees deal with and adapt to adverse events can prevent these negative consequences. Due to advances in sensor technology and smartphone applications, relatively unobtrusive self-monitoring of resilience-related outcomes is possible. With models that can recognize intra-individual changes in these outcomes and relate them to causal factors within the employee’s own context, an automated resilience intervention that gives personalized, just-in-time feedback (e.g., a virtual coach) can be developed. This ‘Work in Progress’ paper presents the study protocol for the Wearables and app-based resilience Modelling in employees (WearMe) project that aims to develop such models. A cyclical conceptual framework based on existing theories of stress and resilience is presented, as the basis for the WearMe project. The included concepts are operationalized and measured using sleep tracking (Fitbit Charge 2), heart rate variability measurements (Elite HRV + Polar H7) and Ecological Momentary Assessment (mobile app), administered in the morning (7 questions) and evening (12 questions). Analyses will target the development of both within-subject (n=1) models, as well as between-subjects models. If successful, future work will focus on further developing these models and eventually exploring the effectiveness of the envisioned personalized resilience system. Best Paper’ award Subject Occupational stressPersonalized eHealthSensorsWearblesVirtual Coaching To reference this document use: http://resolver.tudelft.nl/uuid:9111f718-f8ae-40bc-a72c-8ed287f6eba0 TNO identifier 873280 ISBN 9781612086880 Source Proceedings of the 11th International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED), February 24-28 2019, Athens, Greece, 34-37 Document type conference paper Files To receive the publication files, please send an e-mail request to TNO Library.