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Building Marketing Mix Models with Google Pixel Data Using Meridian
Advertising, Marketing, & Media
License‑Level Demand Forecasting for Spencer’s & Spirit Halloween
University of Penn students partnered with RxSense for the Spring 2025 AI & Analytics Accelerator. The group worked to to develop a forecasting model to predict drug utilization trends for 2025, enabling RxSense’s clients—pharmacy benefit managers (PBMs) and health plans—to more effectively budget for and manage pharmacy costs. …Read More
Optimizing Petco’s Email Marketing Strategy Using Generative AI
University of Penn students partnered with Petco for the Spring 2024 AI & Analytics Accelerator. The group worked to increase customer engagement and click-through rates using generative AI and sophisticated analytics. …Read More
Leverage GenAI to Categorize Articles Using Predefined Taxonomy
University of Penn students partnered with Hearst for the Spring 2024 AI & Analytics Accelerator. The group aimed to launch a curated marketplace to create a “Commerce in Content” experience to elevate their reader experience.…Read More
Research Spotlight: Penn Media Accountability Project
PennMAP is an interdisciplinary, nonpartisan research project of the Computational Social Science Lab at the University of Pennsylvania dedicated to enhancing media transparency and accountability at the scale of the entire information ecosystem.…Read More
Worlds Collide: Neuroscience and Marketing Meet in the Classroom
Wharton Professors Barbara Kahn and Elizabeth “Zab” Johnson wanted their students to have a modern approach to understanding consumer behavior in an increasingly digital world. So, they created MKTG 239/739: Visual Marketing, which combines the principles of visual neuroscience with the practical applications of marketing. But the innovative pedagogy doesn’t stop there. …Read More
Case Studies at a Glance: McDonald’s
Analytics Accelerator Case Study Case Studies at a Glance: McDonald's About the Analytics Accelerator Every fall and spring semester, Analytics at Wharton hosts the Analytics Accelerator, an experiential learning program that pairs students with a company to solve a real-world business problem using the company’s actual datasets and the latest…Read More
Automated Marketing Research Using Online Customer Reviews
Analytics at Wharton Research Automated Marketing Research Using Online Customer Reviews Market structure analysis is a basic pillar of marketing research. Classic challenges in marketing such as pricing, campaign management, brand positioning, and new product development are rooted in an analysis of product substitutes and complements inferred from market structure.…Read More
Fall 2020 Analytics Accelerator A Global Affair
Despite disruptions caused by the pandemic, Wharton Customer Analytics successfully hosted its fifth (first virtual) Analytics Accelerator. Over the course of six weeks, student teams worked with real-world data to solve a unique challenge posed by their respective company sponsors.…Read More
What Every CMO Needs To Know To Make Marketing Decisions During The Covid-19 Recession
White Paper The Markets in Motion Study: What Every CMO Needs to Know to Make Marketing Decisions During The Covid-19 Recession By David J. Reibstein, Stephen Diorio, and Raghu Iyengar Marketers are in the midst of a unique pandemic induced recession. For many, it is their first as a business…Read More