Real-world mobility data that matters to participants.
A single wearable sensor captures 7 days of real-world movement data, delivering 24 clinically validated Digital Mobility Outcomes that provide a comprehensive picture of how participants move in their daily lives.
Built on Mobilise-D, the world’s largest clinical mobility study
€50m
Over 5 years of research & trials
300+
Scientists, clinicians & industry experts
100+
Papers in leading journals
~2500
Participants in clinical trials
Physical Experience
Loss of physical function and changes to walking performance.
Walking impairments bring safety risks, and symptoms can vary in unpredictable ways.
Walking impairments bring safety risks, and symptoms can vary in unpredictable ways.
Sense of Self
Walking associated with independence, control, normalcy and well-being.
Sense of self may be challenged by changing social & domestic roles.
Sense of self may be challenged by changing social & domestic roles.
Social Experience
Individuals assume different roles & identities within their networks.
Lack of support can lead to withdrawal, decreased participation and social isolation.
Lack of support can lead to withdrawal, decreased participation and social isolation.
Emotional Experience
Feelings of mourning and loss are almost universal.
Feelings of fear, anxiety, stress, anger, frustration and embarrassment during walking.
Feelings of fear, anxiety, stress, anger, frustration and embarrassment during walking.
The data is meaningful
Mobility parameters are strongly linked to mortality, functional capacity, cognitive decline, and quality of life — yet measuring mobility where it matters most, in everyday life, has been notoriously difficult to do robustly.
Enoda Health changes that, with a comprehensive suite of digital mobility outcomes that turn real-world movement into actionable clinical insight.
Enoda Health changes that, with a comprehensive suite of digital mobility outcomes that turn real-world movement into actionable clinical insight.
Technically & Clinically Validated
The most extensively validated real-world mobility measurement pipeline available, developed through the €50m Mobilise-D project with engagement from both the EMA and FDA.
Technical Validation
The most extensive validation of a multi-stage algorithmic pipeline to estimate walking speed from a single wearable device. Proof that it reliably estimates Digital Mobility Outcomes in real-world settings
100+
Participants
6
Cohorts
Clinical Validation
A 2-year clinical validation study established construct validity for multiple DMOs. Work ongoing establishing minimal significant differences and predictive capacity
~2,400
Participants
4
Cohorts
Construct validity established across:
Parkinson’s
13
DMOs Validated
COPD
17
DMOs Validated
Multiple Sclerosis
19
DMOs Validated
Prox. Femur Fracture
17
DMOs Validated
Proven compliance and acceptability
High levels of compliance and positive participant feedback from the Mobilise-D clinical validation study demonstrate that real-world mobility monitoring is practical and well-accepted.
94%
Sensor wear compliance
90%
Usable data rate
High
Participant acceptability
Mean Wear Time
92.3%
Overall Mean Wear Time
Agree/Strongly Agree
“Being remotely monitored during the study, through the wearable device, was acceptable to me”.
Agree/Strongly Agree
“The way the device was fastened to my body was acceptable to me”.
Mobility makes a difference
For participants, mobility is independence, connection and quality of life. Proving your intervention has a positive impact on mobility in their daily life matters to them. Mobilise-D proved we can capture this data with high participant acceptance and a 90% usable data rate
An end-to-end solution
A bespoke system designed around the Mobilise-D protocol, with proven processes, simple automation and built-in quality assurance — so you can focus on the research, not the data collection.
01 – Wear
A single lightweight sensor is placed on the participant’s lower back with an adhesive patch. Configured in one click using proven Mobilise-D protocols.
02- Capture
The sensor records movement continuously for 7 days. Data uploads automatically to Enoda’s secure EDC system with simple, highly automated processes.
03 – Process
Validated algorithms run automatically, identifying walking bouts and measuring gait characteristics — stride length, cadence, speed and more. Results ready immediately.
04 – Deliver
24 Digital Mobility Outcomes generated across 5 domains, with full reporting, visualisation tools and interpretation support at every level.
Interested? Let’s talk!
Whether you’re designing a clinical trial, planning a research proposal or exploring real-world mobility monitoring, we’d love to show you what Enoda can do.