HODA-A™ White Paper
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The most widely used instrument in healthcare is the only one never calibrated. This white paper sets out what to do about it.
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HODA-A™ White Paper · 2026
HODA-A™: The Measurement Science of Skilled Touch
Hands-On Data Acquisition & Analysis — a framework for the clinician as measurement instrument
Dr Jo Abbott, PhD — Clinical Biomechanist · Anatomist · Clinical Nutritionist · Founder of HODA-A™
Every hands-on profession depends on what practitioners perceive — what they see, feel, ask and notice. Yet while every other instrument in healthcare is calibrated, maintained and quality-assured, the human instrument is left to develop by accident. The result is visible in the research literature, where hands-on assessment has a persistent credibility problem, and in practice, where skilled perception is either over-trusted or dismissed altogether.
This white paper sets out a third way. Built on eight years of doctoral research in clinical biomechanics and measurement science — including comparison of skilled manual assessment against laboratory motion analysis — HODA-A™ treats the practitioner as a measurement instrument: one that can be understood, stabilised, calibrated and refined. Its central argument: before we test reliability, we must stabilise the instrument.
Written for clinicians of every hands-on discipline, and for the educators, universities and organisations shaping how they are trained, it covers the credibility gap and why both common responses to it fail; the science of the practitioner as instrument; the HODA-A™ framework and the Level 1 Perceptual Calibration Certification, with written participant feedback; and the published Constitution that binds the framework’s future to its principles.
Format: Free PDF download · 12 pages · may be shared in full and unaltered
Series: HODA-A™ White Paper · 2026
Published: July 2026 · © 2026 Dr Jo Abbott
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