Stress in Action capitalizes on the fast advances in technology and big data analytics to move stress research from the lab to daily life. The Consortium enables synergistic collaborations to discover 1) how responses to daily life stress arise from the temporal, dynamic interplay between context and person-specific factors, 2) how daily life stress can be reliably measured in a specific individual in real-time, and 3) how and when potential beneficial stress-response mechanisms turn into detrimental effects on mental and cardiometabolic health. This enables the development of novel monitoring and intervention strategies to track and reduce daily life stress and its health impact.
For research theme (RT) 2: how daily life stress can be reliably measured in a specific individual in real-time using daily life stress assessment tools, selection and validation pipelines in our design field labs will establish their ethical and legal feasibility, user-acceptance, reliability and validity, and potential application in just-in-time adaptive stress interventions.
This GitHub repository contains an R Shiny app developed using the {golem} and {bd4Dash} frameworks. The app showcases the results of the wearable validation pipeline, offering a robust platform for visualizing and analyzing data. Designed for efficiency and scalability, the application provides insights into the validation process, allowing users to interact with and explore the outcomes of the wearable technology assessment.
IMPORTANT: Only SiA researchers with access to the wearable validation pipeline database are able to run this Shiny app.
You can install the stable version of project.1.sia.wi like so:
install.packages("remotes")
remotes::install_github("HugoGit39/project.1.sia.wi")To launch project.1.sia.wi, type the following code into the R console after you have loaded the library:
library(project.1.sia.wi)
Add the wearable validation pipeline database named sia_df.csv to the folder inst/app/extdata.
project.1.sia.wi::run_app()Live Wearable Shiny App website: https://wearables.stress-in-action.nl - Available at the end of 2024
If you encounter a bug, please submit an issue.
If you run into any problems, feel free to get in touch with the DISC via [email protected].
For detailed questions about the wearable validation pipeline database, please get in touch with a member of RT2.
- H. Klarenberg - Author DISC, maintainer
- A. Stefani - Author RT2
- M.A. Schoenmakers - Author RT2
- M. Saygin - Author RT2
- M. Sikora - Author RT2
- M. Noordzij - Author RT2
- J.C.N. de Geus - Author RT2
- Stress in Action - Copyright holder
Stress in Action website: https://stress-in-action.nl
{shiny}- https://github.com/rstudio/shiny{golem}- https://github.com/ThinkR-open/golem{bs4Dash}- https://github.com/RinteRface/bs4Dash