Data catalog
The EnaResearch data catalog lists data types from Apple Health, Health Connect and other sources, with integration status, units, ranges and sensitive data.
- Admin panel
The Data catalog lists every data type EnaResearch knows from Apple HealthKit, Android Health Connect and Chileaf devices, plus the clinical measures the team enters manually, and shows which of them EnaResearch actually collects on which platform. Use it when you plan a study, before you choose the measurement types.
Required role
- Any owner or researcher.
Browse the catalog
Go to Data catalog. Categories are on the left; pick one to see its parameters:
| Category | Examples |
|---|---|
| Activity | Steps, energy, workouts and performance |
| Mobility | Gait quality and steadiness, computed by iPhone |
| Body measurements | Height, weight and body composition |
| Vital signs | Heart, blood pressure, glucose, respiration and temperature |
| Sleep | Sleep stages and measurements taken during sleep |
| Nutrition | Food, fluid and alcohol entries, mostly from nutrition apps |
| Reproductive health | Cycle, fertility, pregnancy and menopause |
| Mental wellbeing | Mood, mindfulness and standard questionnaires |
| Symptoms | Symptoms and severity logged by the user |
| Hearing and environment | Sound exposure, hearing tests, daylight and UV |
| Medications | The user's medication list and dose logs |
| Medical records (FHIR) | FHIR records from healthcare providers |
| Clinical measures (manual) | Scale and laboratory values the research team enters |
| Other | Falls, hygiene, profile and other measurements |
Search by parameter name or platform identifier, and filter by Status, Platform or Sensitive only.
Integration status
| Status | Meaning |
|---|---|
| Integrated | Collected on the platforms listed. |
| Partly integrated | Collected only from participants on the integrated platforms. |
| Not integrated | Platforms offer it, but EnaResearch does not collect it yet. It cannot be selected in a study. |
Some parameters are marked Not yet verified on a device.
Parameter details
Click a parameter to see its Method (for example wearable sensor, phone sensor, user-started measurement, manual entry), Frequency, Platforms and the minimum system version (Requires), Unit, Data type, Platform identifier, Storage (raw samples, or 5-minute total buckets for steps and energy), the Accepted range and the context the platform adds (for example meal relation for blood glucose).
Sync: the mobile app sends hourly in the background and when it is opened.
Sensitive data
Reproductive health and sexual activity data is marked Sensitive. The ethics approval must cover this data explicitly; name it separately in the participant information and obtain explicit consent. When you select sensitive types in a study, the picker shows a warning and offers Copy disclosure text, a draft paragraph you can adapt for your participant information.
Related articles
Can't find what you need?
Our support team can help, from setting up a study to exporting a dataset. Please include your organization code.
Ending a participation
Complete a participation, mark a participant as withdrawn or lost to follow-up, and delete a participant's collected data in EnaResearch.
Data scope
How an EnaResearch study's measurement types, sources, baseline days, late data window and participation dates decide which data is accepted.