Skip to main content

Tracking Biometrics in Clinical Trials

By Ben Brockman, Citruslabs Team · Published

Imagine proving your skincare serum reduces redness, not with before-and-after selfies, but with real-time data showing reduced...

Imagine proving your skincare serum reduces redness, not with before-and-after selfies, but with real-time data showing reduced inflammation in the skin’s surface. Or confirming your sleep supplement works, not just because users “felt better,” but because biometric data tracked deeper REM cycles and lowered resting heart rates. This is the power of biometrics in clinical trials. 

No longer limited to pharmaceutical research, biometric tracking is fast becoming the secret weapon for health and wellness brands to level up their credibility with science-backed, measurable outcomes.

What Are Biometrics?

Biometrics refers to measurable biological data collected to assess physiological and behavioral responses. In the context of clinical trials, this can include:

  • Heart rate variability (HRV)

  • Sleep patterns

  • Skin hydration levels

  • Activity levels

  • Stress responses

  • Body temperature

  • Respiration rate

With the rise of wearable devices like smartwatches, skin sensors, and even pet collars, biometrics can now be collected with minimal disruption to a participant’s daily routine, making them especially useful in decentralized or hybrid clinical trials.

How Are Biometrics Collected in Clinical Trials?

Biometric data is collected using connected devices, sensors, imaging tools, and mobile health technologies that measure physiological changes throughout a study. These tools allow researchers to gather objective data continuously or at scheduled intervals without relying only on participant surveys.

Common methods include:

  • Wearable devices that track heart rate, activity, sleep, and temperature

  • Skin imaging systems that measure hydration, redness, wrinkles, or elasticity

  • Mobile apps that collect symptom reports alongside biometric readings

  • Connected medical devices such as blood pressure monitors or glucose sensors

  • Smart pet wearables that monitor movement, rest, and other health metrics in veterinary studies

For example, a 12-week supplement study may combine participant questionnaires with smartwatch data to evaluate changes in sleep duration, resting heart rate, and daily activity. A skincare trial may use imaging technology at baseline, week four, and week eight to objectively measure improvements in skin hydration.

Using multiple data sources gives brands a more complete picture of product performance while strengthening the evidence behind their claims.

Why Biometrics Matter in Non-Pharma Clinical Trials

For industries like supplements, cosmetics, superfoods, and pet health, clinical validation is no longer a luxury, it’s a necessity. Here's why biometric data is invaluable:

1. Objective Measurements

Unlike subjective self-reported outcomes, biometric data provides hard evidence. For example, instead of asking a participant if they feel more energized after taking a product, biometric data can show measurable improvements in sleep quality and physical activity.

2. Real-World Insights

Biometrics allow for data collection in real-life settings, not just sterile labs. This leads to more authentic and generalizable results, which are more compelling to both consumers and regulators like the FTC.

3. Boosts Consumer Trust

Brands that can say “clinically validated with biometric data” instantly elevate their credibility. This claim resonates especially well in marketing because it signals transparency and innovation.

4. Enhances Product Development

Biometric data helps brands identify what works, what doesn’t, and how to improve. This feedback loop can accelerate R&D cycles and reduce costly guesswork.

Examples of Biometrics in Action

  • Skincare Clinical Trials: Measuring changes in skin hydration, redness, or elasticity using optical sensors and imaging technology.

  • Sleep Supplements: Tracking REM cycles, total sleep time, and interruptions using wearable sleep trackers.

  • Pet Health Products: Monitoring pet activity, temperature, and rest using smart collars to validate calming chews or joint support supplements.

  • Fitness Supplements: Evaluating HRV and activity levels to determine if an energy supplement genuinely improves workout performance.

Biometric Integration: Affordable & Scalable

Contrary to what many brands believe, integrating biometrics into clinical trials doesn’t have to break the bank. Many affordable clinical trial companies now offer packages that include biometric tracking through consumer-grade devices like Fitbits, Oura Rings, or mobile apps, making it accessible to startups brands.

Plus, biometric data helps reduce trial length and enhance recruitment, since participants can participate remotely and asynchronously, drastically lowering operational costs.

Key Considerations for Using Biometrics in Clinical Trials

  • Data Privacy: Ensure your study complies with GDPR, HIPAA, or local data protection laws.

  • Device Accuracy: Not all wearables are created equal. Choose validated devices known for reliability.

  • Participant Training: Educate participants on how to use devices properly to avoid skewed data.

  • Clear Endpoints: Define specific biometric outcomes tied to your product’s claims to satisfy FTC guidelines.

When Should Brands Use Biometrics?

Biometrics are most valuable when a product is expected to create measurable physiological changes that can be objectively tracked during a clinical study.

Biometrics are a good fit when your product claims involve:

  • Better sleep quality

  • Improved exercise performance

  • Reduced stress

  • Skin hydration or elasticity

  • Heart health

  • Weight management

  • Mobility or joint health

  • Pet activity or recovery

Biometrics may be less useful when:

  • The primary outcomes are based on taste or product preference

  • The expected benefits cannot be measured using validated physiological endpoints

  • The study budget cannot support the appropriate technology or participant training

Choosing the right biometric endpoints during study design helps ensure the data collected aligns with your product claims and creates evidence that is both meaningful and credible.

Why Biometrics Should Be in Your Next Clinical Trial

As the demand for transparency and proof grows, biometrics offer an exciting and efficient way to elevate your product validation process. They bridge the gap between traditional clinical methods and today’s tech-savvy consumers, all while offering scalable, real-world results.

Whether you're launching a new adaptogen supplement, a hydrating serum, or a calming pet treat, integrating biometrics into your clinical trial strategy could be your brand’s smartest move yet.

Looking to conduct clinical research with advanced biometric technology? Learn more about how Citruslabs can be your trusted partner and contact us today.