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Biggs, Max

Quantitative Analysis and Ethics

Biggs, Max; Freeman, Rupert; Parmar, Bidhan L.

E-0527 | Published August 07, 2026 | 7 Pages Technical Note

Collection: Darden School of Business

This technical note challenges the assumption that quantitative analysis is objective and value neutral. It provides students with a framework for examining the ethical choices embedded throughout the... Read More

Bias in AI Advertising Models

Biggs, Max; Freeman, Rupert; Parmar, Bidhan L.; Kalogeropoulos, Demitri; Klopfenstein, Amy

E-0518 | Published August 07, 2026 | 5 Pages Case

Collection: Darden School of Business

JobHive, a professional social networking platform, must develop an algorithm for targeting employment advertisements while avoiding discriminatory outcomes. Students take the role of a data scientist... Read More

Roqueta Origen: Streamlining Wine Storage and Mixing (C)

Biggs, Max; Baucells, Manel; Alizamir, Saed

QA-0980 | Published August 26, 2024 | 2 pages. Case

Collection: Darden School of Business

This C case concludes the scenario introduced in the A case “Roqueta Origen: Streamlining Wine Storage and Mixing (A)” (UVA-QA-0978). The C case presents two final approaches to Roqueta Origen’s wine ... Read More

Roqueta Origen: Streamlining Wine Storage and Mixing (B)

Biggs, Max; Baucells, Manel; Alizamir, Saed

QA-0979 | Published August 26, 2024 | 7 pages. Case

Collection: Darden School of Business

This B case follows the A case “Roqueta Origen: Streamlining Wine Storage and Mixing (A)” (UVA-QA-0978). It resumes where the A case concluded and explores several different approaches for optimizing ... Read More

Roqueta Origen: Streamlining Wine Storage and Mixing (A)

Biggs, Max; Baucells, Manel; Alizamir, Saed; Klopfenstein, Amy

QA-0978 | Published August 26, 2024 | 5 pages. Case

Collection: Darden School of Business

This case examines an allocation problem at Roqueta Origen, a Spanish winery. A consultant must determine which batches of different wines to assign to tanks for maturation. As she considers which win... Read More

Analytics at Spetses Shipping: Navigating the Waves of Uncertainty

Biggs, Max; Klopfenstein, Amy

QA-0977 | Published August 22, 2024 | 6 pages. Case

Collection: Darden School of Business

In this case, a shipping broker must decide where to relocate his tanker to find new cargo. The ship is currently based in the United Kingdom, and he can either send it to the Baltic or the Mediterran... Read More