# Understand disease progression, treatment behavior, and real-world outcomes

Longitudinal, person-level real-world data captured directly from individuals to support research, evidence generation, and decision-making across the product lifecycle.

### Understand disease progression and behavior over time

- Analyze longitudinal patterns across symptoms, function, and daily context  
- Observe health outside clinical encounters  
- Understand disease progression beyond episodic claims data

### Inform portfolio, pipeline, and evidence decisions

- Evaluate hypotheses using longitudinal, real-world data  
- Identify and prioritize populations based on behavior and outcomes  
- Strengthen investment decisions with contextual evidence

### Enable advanced modeling and evidence development

- Define subgroups beyond demographics and claims  
- Compare behavior and outcomes across populations over time  
- Inform model development, protocol design, and commercial strategy

## The Evidation Community: an ongoing connection to 5M people

\*Varies by population, protocol, and length of program; many of our recent programs have seen 90%+ engagement  
\**Conversion rate for “click to read” offers once offer is seen

Scaled

1M+  
Members have participated in research

97%  
of U.S. zip codes represented

Characterized

1.3B+  
data points collected daily

100+  
conditions represented

Engaged

90%  
average program engagement\*  
89%  
average response to content seen in app\**

## What you can understand with this data

Analyze disease progression, treatment behavior, and real-world outcomes using longitudinal, multimodal data collected over time.

**Longitudinal, person-level data across behavior and outcomes:** Access rich, historical data unified at the individual level, capturing how health, treatment, and behavior evolve over time across multiple dimensions. Data includes:

- Patient-reported outcomes and survey data  
- Behavioral and functional measures  
- Connected device and wearable data  
- Clinical data  
- Molecular data, where available

**Deep population characterization for targeted analysis:** Access condition-specific cohorts enriched with demographic, behavioral, and health attributes to identify subgroups, segment populations, and understand variation in outcomes.

**Structured for analytics, modeling, and evidence generation:** Receive datasets formatted for advanced analytics, model development, and secondary data linkage, enabling analysis of progression, behavior, and outcomes over time.

**Flexible access to longitudinal data:** License de-identified, individual-level datasets as a one-time extract or through a subscription model with recurring updates and continuous data enrichment.

## See how we drive success for our customers:

Identifying and addressing gaps in the patient experience

Myovant uncovered significant unmet needs among individuals with uterine fibroids (UF) in a direct-to-patient 4-month study with 350 women living with UF.

92%  
weekly survey completion  
85%  
daily survey completion

[READ](/content/resources/the-patient-perceived-burden-of-pain-in-uterine-fibroids-results-from-a-prospective-real-world-evidence-study/index.html)!

FluSmart participants receive alerts and nudges to seek care

In partnership with BARDA, Evidation developed and deployed a flu monitoring program, FluSmart, within the Evidation Community to collect rich, longitudinal data and activate high-risk participants into research and care.

200K+  
individuals participated in FluSmart  
90%+  
engagement rate

[READ](/content/resources/the-flusmart-experience/index.html)!

Members who suffer from migraines receive personal health feedback

Evidation developed, and deployed, MigraineSmart, a symptom tracking health program that collects direct-from-participant data and provides educational content and personalized insights to participants, helping them better understand and manage their migraines.

3K+  
individuals participated in the MigraineSmart program  
48%  
said that tracking helps them better understand symptom patterns and migraine triggers

[READ](/content/resources/evidation-launches-migrainesmart-a-migraine-tracking-program-incorporating-wearable-data-on-the-evidation-app/index.html)!

## Therapeutic experience

### Autoimmune

### Cardiology

### Dermatology

### Mental Health

### Metabolic

### Neurology

### Respiratory

### Women's Health

### Vaccines and Infectious Diseases

Who we work with

Evidation partners include top biopharma companies, as well as consumer health companies, technology companies, non-profit organizations, and government agencies.