Fitness research

Sourced fitness benchmarks for better operations

Each brief leads with a liftable statistic, a clear table, and direct links to public sources.

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Original data graphic for How should a fitness team review errors on booking forms?Digital coaching

How should a fitness team review errors on booking forms?

WCAG 2.2 says detected input errors should be identified and described in text

Test observable form behavior without claiming that one checklist establishes full accessibility or legal compliance. A sourced Fitness VA brief that separates published guidance, local observation, and practical limits.

Original data graphic for How should fitness marketers review health claims in testimonials?Digital coaching

How should fitness marketers review health claims in testimonials?

FTC guidance says health-related claims need competent and reliable scientific evidence

Keep testimonial review tied to the claim actually conveyed; do not treat a client story as universal proof. A sourced Fitness VA brief that separates published guidance, local observation, and practical limits.

Original data graphic for How should a fitness team review errors on booking forms?Digital coaching

How should a fitness team review errors on booking forms?

WCAG 2.2 says detected input errors should be identified and described in text

Test observable form behavior without claiming that one checklist establishes full accessibility or legal compliance. A sourced Fitness VA brief that separates published guidance, local observation, and practical limits.

Original data graphic for How should fitness marketers review health claims in testimonials?Digital coaching

How should fitness marketers review health claims in testimonials?

FTC guidance says health-related claims need competent and reliable scientific evidence

Keep testimonial review tied to the claim actually conveyed; do not treat a client story as universal proof. A sourced Fitness VA brief that separates published guidance, local observation, and practical limits.

Original data graphic for How should a fitness team review keyboard access on web forms?Digital coaching

How should a fitness team review keyboard access on web forms?

WCAG 2.2 requires functionality to be operable through a keyboard interface

Apply W3C keyboard guidance to a repeatable test of trial, contact, and booking forms. Separate observed technical behavior from legal compliance conclusions. A sourced Fitness VA brief that separates published guidance, local inference, and practical limitations.

Original data graphic for How should a virtual fitness team audit caption access?Digital coaching

How should a virtual fitness team audit caption access?

Accessibility checks should test the actual participant experience

Use W3C caption guidance to define a repeatable access audit. Separate technical caption availability from coaching quality and legal compliance conclusions. This sourced brief separates published guidance from local fitness-operations inference and states the limits.

Original data graphic for What can a virtual coaching checkpoint measure fairly?Digital coaching

What can a virtual coaching checkpoint measure fairly?

A checkpoint measures a reported interaction, not adherence or health change

A research brief on measuring virtual coaching touchpoints while respecting self-report limits, privacy, and coach boundaries.

Original data graphic for Online fitness check-ins and privacy boundaries: a field design reviewDigital coaching

Online fitness check-ins and privacy boundaries: a field design review

Organizations increasingly face the challenge of managing privacy risks inherent in data processing.

Reviews online fitness check-in design to support administrative handoffs, safeguarding health data privacy and professional decision-making with NIST and HIPAA insights.

Fitness research and benchmarks | Fitness VA