A Retrospective Series of 36 Cases Applying a Structured Face Fitness Methodology

Valeriia Veksler

Citation: Valeriia Veksler, "A Retrospective Series of 36 Cases Applying a Structured Face Fitness Methodology", Universal Library of Multidisciplinary, Volume 03, Issue 02.

Copyright: This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Non-surgical facial wellness practice has expanded quickly, yet the individual techniques it employs are far better documented than the reasoning that selects them. Manual release, facial exercise, lymphatic work and postural correction each carry their own literature; how a practitioner decides which of them a given client receives is largely undescribed. This paper reports a retrospective series of 36 anonymized client records documented in one non-medical facial wellness practice between March 2025 and June 2026, and asks a narrow question of them: how consistently do recorded assessment findings correspond to the protocol components subsequently assigned? Clients were aged 29 to 78 years (mean 55.0, SD 10.7). Every record prescribed daily home practice, with sessions of 10 to 15 minutes in 19 cases and 15 to 20 minutes in 16. Declared programme length ranged from three to seven weeks, with a median of four. Free-text entries were reduced to controlled vocabularies built separately for each field, yielding 14 finding codes from 129 phrases and 12 component codes from 59. A reference mapping of finding to indicated technique was derived from the practice methodology document and fixed in writing before the assigned-protocol column was examined. Protocols were individual to a degree that rules out a fixed routine: 34 distinct component combinations appeared across 36 cases, and 32 of them were used once. Assignment nonetheless followed the reference mapping closely for several findings, including masticatory tension to masseter release in 9 of 9 cases and neck or postural findings to cervical or postural work in 11 of 11. Because several components were prescribed in roughly half of all cases irrespective of findings, every proportion is reported against the rate observed when the same finding was absent, and mean coverage is benchmarked against protocols re-paired at random. One pre-specified correspondence ran opposite to expectation.


Keywords: Case Series, Content Analysis, Facial Wellness, Protocol Selection, Retrospective Records.

Download doi https://doi.org/10.70315/uloap.ulmdi.2026.0302006