Behavioral Research Infrastructure

Step into
the Real World

Move beyond the constraints of the laboratory. Care Active equips researchers with IoT devices and AI-powered analytics to capture authentic human behavior — at home, outdoors, and everywhere in between.

View Case Studies → Our Platform
CAInsight — Dashboard
⌂ Family Total：73
1
Unresolved
4
Following
66
Active
2
No Sensor
▤ Device
Station Total：213
● Offline：4 ● Online：209
Motion Total：62
● Offline：0 ● Low battery：3 ● Out door：7 ● Online：52
Wearable Total：138
● SOS：0 ● Low battery：2 ● Out door：32 ● At home：104
The Research Gap

Laboratory findings don't always translate

Traditional research environments introduce observer bias, limit study duration, and fail to capture the complexity of daily living. We close the gap between controlled experiments and real-world validity.

Lab-Based
Care Active
Artificial environment
Natural living spaces
Short observation windows
Longitudinal — 6+ months
Observer effect bias
Passive, unobtrusive capture
Limited ecological validity
IRB-approved, privacy-first
Why Care Active

Research-grade data,
built for the real world

01 / Objective

Continuous & Unbiased

IoT sensors capture behavior passively 24/7, eliminating recall bias and the limitations of self-reporting.

02 / Privacy

Privacy Protected

On-device data preprocessing ensures participant privacy. Fully IRB-compliant with no raw location exposure.

03 / Deploy

Effortless Deployment

Simple device setup designed for non-technical participants. Remote monitoring for research teams.

04 / Insights

Advanced Analytics

AI-powered pattern detection, longitudinal trend analysis, and exportable data structures for statistical tools.

Process

From device to insight

1

Setup

Participants install compact sensors at home or carry wearables. Guided setup requires no technical background.

2

Capture

Devices passively collect location, motion, and behavioral signals continuously across all environments.

3

Process

On-device and cloud AI anonymizes, structures, and enriches raw sensor data into research-ready variables.

4

Analyze

Access dashboards and export tools to integrate data into your analysis pipeline.

Platform Features

Tools built for researchers

Every feature is designed with research workflows in mind — from IRB documentation to publication-ready exports.

📊

Multi-site Participants on One Dashboard

Monitor enrollment, device status, and data completeness across all participants from one interface.

🔒

Privacy-First Data Pipeline

Location abstraction, on-device processing, and configurable data minimization aligned with IRB requirements.

📈

No-Code Data Visualization

Turn raw sensor streams into intuitive visual displays with zero scripting required.

Care Active Research Dashboard
Case Studies

Research built on real behavior

Three distinct behavioral sensing methodologies, each designed to unlock new dimensions of ecological research.

Case Study — 01
Indoor · Wearable

Indoor Location & Activity Analysis

Room-level presence tracking combined with continuous activity monitoring reveals spatial routines, social synchrony, and long-term behavioral change — all within the home environment.

Care Watch BT Stations
View case study →
Case Study — 02
Outdoor · Privacy-First

Privacy-Protected Geolocation Analysis

Understand community mobility, life-space, and social engagement without ever exposing participants' precise whereabouts. On-device processing preserves privacy while yielding rich behavioral indices.

Care Products Smartphone App
View case study →
Case Study — 03
Object · Passive Sensing

Object Motion & Routine Analysis

A single compact sensor applied to beds, refrigerators, or medication bottles transforms everyday objects into behavioral observation instruments — capturing sleep schedules, eating habits, and medication adherence passively.

Care Motion BT Stations
View case study →
Get Started

Ready to move your
research into the field?

Talk to our research team about study design, IRB documentation support, and pilot program availability.

Contact the Research Team →