ethical workforce development

Clinic Floors, Public Contracts, and Ethical Transparency: Legal Disclosure and Regulatory Culture in U.S. Beauty Education

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Academic Research Notice This publication is an independent educational and policy research paper produced by Di Tran University – College of Humanization. Its purpose is to encourage discussion regarding beauty education, regulatory ethics, consumer protection, workforce development, and public policy. It is intended solely for educational, scholarly, and public-interest purposes. State Licensing Systems and the … Read more

Humanization vs. The “Vague Mode” in Times of Economic Fear – RESEARCH 2025

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Abstract: Economic uncertainty often drives people toward avoidance, ambiguity, and denial in decision-making (“Vague Mode”). In contrast, Di Tran’s Humanization model emphasizes clarity, service, and committed action. Drawing on psychological and economic research, we compare these models. We explore avoidance coping, ambiguity aversion, ostrich and “crab-bucket” phenomena, and the sociological effects of poverty. In contrast, … Read more

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