Ivy Profile

Academic History

• Ph.D., Logistics, Michigan State University, 2023

Expertise

• Retail supply chain

Selected Publications

• Marzolf, M., Miller, J., & Peinkofer, S. (2026) "The Evolution of Demand for Last-Mile Fulfillment Services in the U.S.: A Regionalized Perspective", International Journal of Physical Distribution and Logistics Management, 56 (11):187-206. Link to Paper

• Marzolf, M., Miller, J., & Peinkofer, S. (forthcoming) "Supply Chain Disruptions and Retail & Wholesale Inventory Dynamics: An Empirical Investigation", Transportation Journal, 65 (2)Link to Paper

• Marzolf, M., Miller, J., & Peinkofer, S. (2024) "Retail & Wholesale Inventories: A Literature Review and Path Forward", Journal of Business Logistics, 45 (1):e12367. Link to Paper