Precision Over Volume: A Doctoral Thesis

Full title: Precision Over Volume: A Multi-Criteria Decision Analysis Framework for Optimal Career Application Pipeline Management

This doctoral thesis presents the theoretical foundations, mathematical proofs, and empirical analysis behind the precision pipeline --- a production system for career application management that evolved from a volume-optimized tracker into a precision-optimized decision engine.

Key Contributions

• Six-tradition theoretical integration: Multi-criteria decision analysis, social network theory, optimal stopping theory, portfolio optimization, information theory, and persuasion science --- unified for the first time in career pipeline literature
• Formal mathematical proofs: WSM boundedness, network proximity optimality, portfolio concentration theorems, and more
• Systematic competitive analysis: The precision pipeline compared against all existing alternatives
• Design science methodology: Mixed-methods approach following Hevner et al. (2004) guidelines

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