# ESM Tool Collection This R-Shiny app provides an interactive list of tools suitable for conducting mobile-based, intensive longitudinal research as in _Experience Sampling Methods_ (ESM) and _Ecological Momentary Assesments_ (EMA). Currently in development, it aims to support researchers, particularly in the social sciences, by making it easier to explore various ESM tools. #### What is Intensive-Longitudinal Data Collection? Intensive-longitudinal methods involve gathering frequent, detailed data on individuals—often at daily or hourly intervals—to capture dynamic, real-time changes. This approach allows researchers to study intra-individual variability over time through rich, multifaceted data captured by e.g. sensors or self-report measures. ## Features - **Interactive Data Table**: Filter tools by software components, licensing, data types, and assessment schedules. - **Detailed Tool Information** _(in progress)_: Click on any tool for a full description, including information on development, distribution, licensing & pricing, data sources, participant management, and more. - **Tool Statistics** _(in progress)_: Dynamic visuals summarizing details, like the most common sensor types across all filtered tools. - **Data Download**: Export the dataset as a CSV file. This tool is still under active development, with features and design continuously evolving. Therefore, accuracy or timeliness of the information cannot be guaranteed. The current version, updated in January 2025, is available at [ESM_Tool_Overview](https://toolreview.shinyapps.io/adapted_app/).