Precision Over Volume: A Doctoral Thesis on Career Pipeline Optimization
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
Read the Full Dissertation
The thesis is published chapter-by-chapter:
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Preliminary Pages (2.7k words)
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Chapter 1: Introduction (5.3k words)
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Chapter 2: Literature Review (14.1k words)
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Chapter 3: Methodology (7.8k words)
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Chapter 4: Results (3.8k words)
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Chapter 5: Discussion (9.0k words)
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Chapter 6: References (1.8k words)
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Chapter 7: Appendices (5.5k words)
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