Seminar paper from the year 2024 in the subject Health - Health Sciences, grade: 3.58 (very good), University of Washington, course: Global Health, language: English, abstract: This research tackles a key weakness in global medical supply chains revealed by the COVID-19 pandemic. It creates a new Geopolitical-Financial Composite Index (GFCI) to act as an early-warning system. The study moves past old, reactive models by combining different risk indicators like political instability, financial swings, trade policy changes, and shipping performance into a single score. We built this index using principal component analysis and tested its accuracy against real data from the 2020-2023 crisis period. The results show the GFCI reliably signals coming shortages of medical supplies about three months in advance. This was confirmed by strong statistical correlations and ROC analysis. The final output is a practical Early-Warning and Mitigation Framework that turns GFCI alerts into specific actions, like finding new suppliers or building up reserves. This work provides policymakers and health organizations with a proactive, data-driven tool to build stronger supply chains and better prepare for future pandemics.
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Olamide Omotosho holds a Master of Business Administration with a focus on data-driven management and innovation, an academic foundation that underpins her ability to design, evaluate, and scale complex programs across technology, healthcare, and business environments. Her MBA training emphasized analytical decision-making, operational strategy, and innovation-led growth, equipping her to translate data, systems, and human behavior into effective organizational solutions. She further strengthened her professional education through specialized certifications in Brand and Product Management from IE Business School and Global Health Project Management from the University of Washington, reflecting a deliberate commitment to interdisciplinary learning at the intersection of business, health, and technology. In addition to her formal graduate education, Olamide has remained actively engaged in professional development and leadership communities. She is a member of the Forté Fellowship, recognizing her leadership potential and commitment to advancing women in business, and an active participant in the National Black MBA Association. She has represented her academic and professional networks at national conferences, contributing to dialogue on innovation, leadership, and inclusive business practices. Olamide's areas of expertise span program management, operational design, data-informed strategy, and human-centered systems development. She is particularly skilled in structuring and optimizing large-scale programs, improving cross-functional workflows, and applying analytical frameworks to drive efficiency and measurable outcomes. Her work reflects deep competence in process improvement, AI-enabled automation, stakeholder coordination, and strategic execution within complex organizations. Her expertise is further distinguished by a strong human-centered perspective shaped by early clinical training and healthcare practice. This background informs her approach to program design, allowing her to integrate behavioral insights, wellness considerations, and user experience principles into business and technology solutions. Collectively, Olamide's education and expertise position her as a multidisciplinary leader capable of bridging data, systems, and people to deliver sustainable, high-impact results across sectors.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Seminar paper from the year 2024 in the subject Health - Health Sciences, grade: 3.58 (very good), University of Washington, course: Global Health, language: English, abstract: This research tackles a key weakness in global medical supply chains revealed by the COVID-19 pandemic. It creates a new Geopolitical-Financial Composite Index (GFCI) to act as an early-warning system. The study moves past old, reactive models by combining different risk indicators like political instability, financial swings, trade policy changes, and shipping performance into a single score. We built this index using principal component analysis and tested its accuracy against real data from the 2020-2023 crisis period. The results show the GFCI reliably signals coming shortages of medical supplies about three months in advance. This was confirmed by strong statistical correlations and ROC analysis. The final output is a practical Early-Warning and Mitigation Framework that turns GFCI alerts into specific actions, like finding new suppliers or building up reserves. This work provides policymakers and health organizations with a proactive, data-driven tool to build stronger supply chains and better prepare for future pandemics. Artikel-Nr. 9783389173985
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