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The Structural Deficit in Kentucky Cosmetology Education: A Critical Analysis of Documentation Standards and the Requirement for a Standardized Student Transcript – RESEARCH & PODCAST SERIES 2026

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Di Tran University — Research & Publication Disclaimer This publication is produced by the research team at Di Tran University — The College of Humanization as part of its ongoing commitment to advancing transparency, workforce development, and human-centered education systems. This document is intended solely for educational, academic, and public policy research purposes. It does … Read more

The Financial Architecture of Beauty Education: A Comparative Analysis of the Straight Discount Model Versus Federal Aid Buffer Calculations – RESEARCH JANUARY 2026

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Executive Summary The United States vocational education sector, specifically within the discipline of cosmetology, operates under a bifurcated economic model. The dominant paradigm, adopted by the vast majority of accredited institutions, relies heavily on the maximization of federal student aid eligibility through Title IV funding. This model is characterized by the use of “buffer calculations”—the … Read more

Debt-Free Licensure and Workforce Outcomes in Cosmetology Education: An Empirical Case Study of a Non-Title IV Training Model – DECEMBER 2025

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Abstract Cosmetology education in the United States occupies a unique position within postsecondary education, characterized by short program lengths, occupational licensure requirements, and a high concentration of proprietary institutions. Despite these features, a majority of cosmetology schools participate in federal Title IV student aid programs, resulting in substantial federal loan and grant disbursements to students … Read more

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