ecological-momentary-assessment

A React Native survey app that pings you once a while to answer questions! Developed by @StanfordSocialNeuroscienceLab.

Efficient pre-processing, cleaning, and visualization of Ecological Momentary Assessment (EMA) survey data in R to enable high-quality, real-time behavioral insights. [DOI: 10.5281/zenodo.17982075]

DOSE: A customizable watchOS app framework for Experience Sampling Method (ESM) and Ecological Momentary Assessment (EMA) studies on Apple Watch — featuring randomized survey scheduling, HealthKit integration, and seamless Firebase data syncing.

This repository contains list of all EMA softwares and their capabilities.

Research compendium for the manuscript Pesigan, I. J. A., Russell, M. A., Chow, S.-M. (2025). Common and Unique Latent Transition Analysis (CULTA) as a Way to Examine the Trait-State Dynamics of Alcohol Intoxication. https://doi.org/10.1037/adb0001106.

Multimodal ML pipeline for craving prediction using EMA surveys, Fitbit wearables, and fMRI brain connectivity

LINE上でユーザーが自身の気分や感情の変化をリアルタイムにモニタリングし、記録できる Ecological Momentary Intervention（EMI）システムです。ユーザーは、日常的に利用しているLINEアプリを通じて、気分や感情、それに伴う状況や反応などを簡単に記録することができます。

Searching EMA frameworks on GitHub that are license-free and can be hosted on-premise.

Custom Elements for Ambulatory Assessment Protocols. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711021000364

A Python tool for Ecological Momentary Assessment (EMA) of attentional variability.

Tracking, Engagement, Messaging & Participant Outreach — a study automation server for participant communication and completion tracking

Stress in Action (SiA) project to analyze Ecological Momentary Assessment (EMA) data with Multi-Level Between and Within Exploratory Factor Analysis approach

Desktop app that schedules Qualtrics survey invitations for EMA studies, computed in each participant's own time zone. Windows/macOS/Linux, no admin rights.

The repository provides the implementation of the prototype medical informatics tool combining the ideas of neighborhood analysis, prediction and outlier detection

NLP prediction of real-time suicide crisis states from daily text entries

Idiographic time-series analysis of melatonin and daily affect in a single individual.

Participant-first sensing for research: run a mobile data collection study from a signed configuration file, without building an app.

Metricwire — independent third-party profile of a public API surface, by API Evangelist. Metricwire is a real-world data collection platform for ecological momentary assessment (EMA), experience sampling (ESM), and digital-health research. It helps organizations measure real-world experiences to inform treatments, service offerings, and policies.