Publications

April 2022 (Revised May 2022)
Case

Mastercard Labs (A) (Abridged)

By: Linda A. Hill, Sunil Gupta, Emily Tedards and Julia Kelley

When Ajaypal (Ajay) Banga became the CEO of Mastercard in 2010, he shifted the company’s competitive focus from card networks to cash itself. Mastercard’s new vision of a “World Beyond Cash” distilled into a three-pronged framework: Grow the core business, Diversify... View Details

April 2011 (Revised May 2011)
Case

EMC2: Delivering Customer Centricity

By: Thomas Steenburgh and Jill Avery

This case introduces the concept of customer centricity and traces its development at EMC, the world's leading data storage hardware and information management software company. EMC's customers had historically relied on EMC salespeople to guide them through the... View Details

Keywords: Business Model; Interpersonal Communication; Customer Relationship Management; Knowledge Acquisition; Marketing Strategy; Organizational Change and Adaptation; Salesforce Management; Social and Collaborative Networks; Internet; Information Technology Industry

June 2009 (Revised July 2009)
Case

Moods of Norway

Describes a young fashion company competing in a variety of unconventional ways, many "experience economy" related. Moods fronts their brand with the "boy band" images of its three founders and designs eccentric features into their clothes as a way of gaining mindshare... View Details

Keywords: Business Model; Brands and Branding; Fashion Industry; Norway

July 2023 (Revised October 2024)
Case

Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup

By: Paul M. Healy and Jung Koo Kang

The case explores the challenges of revenue recognition and financial reporting for Stride Funding (Stride), a fintech startup that has disrupted the student loan market. Stride leveraged proprietary machine learning and financial models to underwrite alternative... View Details

Keywords: Revenue Recognition; Financial Reporting; Entrepreneurial Finance; Business Startups; Growth and Development Strategy; Governance Compliance; Accrual Accounting; Financial Services Industry; United States

23 Aug 2012
News

When Freemium Fails

07 Dec 2018
Video

Current Events Through the Lens of Theory: Can IBM Defy Gravity?

January 15, 2019
Article

Is Your Company's Strategy Aligned with Your Ownership Model?

By: Josh Baron

The legacy of Vanguard founder John Bogle has brought attention to the transformative influence of ownership structures within the business world. Bogle's revolutionary insight into the limitations of active fund management led to the widespread adoption of index... View Details

Keywords: Ownership Type; Business Strategy; Organizational Structure; Strength and Weakness; Competitive Advantage

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August 2020 (Revised February 2021)
Case

Luckin Coffee (A): Caffeine-fueled Growth?

By: Ramon Casadesus-Masanell and Karen Elterman

This case describes the founding of Chinese coffee chain Luckin Coffee in 2017 and its path to surpassing Starbucks as the largest coffee chain in China (by number of stores) in 2019. Unlike Starbucks stores, which were designed to be welcoming “third places” for... View Details

28 Aug 2011
News

Online Venture Energizes Vulnerable College

October 2013 (Revised December 2013)
Case

Intuit QuickBooks: From Product to Platform

By: Andrei Hagiu and Elizabeth J. Altman

This case focuses on the challenges and opportunities faced by a successful incumbent organization attempting to transform a large portion of its business from a traditionally product-centric operating mode to a platform-based one that leverages network effects to... View Details

Keywords: Business Model; Organizational Change and Adaptation; Digital Platforms; Competitive Advantage; Network Effects; Consumer Products Industry

18 Apr 2014
News

Making “Freemium” Work

December 2017
Supplement

Bega Cheese: Bidding to Bring Vegemite Back Home

By: Benjamin C. Esty and Lauren G. Pickle

In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands (Vegemite—the iconic Australian spread,... View Details

03 Jun 2021
News

Insurance to Mitigate the Risk of AI Systems Coming into View

12 Jul 2020
News

Banker Pay Theory Upended by Harvard Expert in Swedish Study

September 2009
Case

ZINK Imaging: 'Zero Ink™'

By: William A. Sahlman and Sarah Flaherty

"ZINK Imaging" describes the issues confronting CEO Wendy Caswell as she uses a partnership model to commercialize ZINK's disruptive printing technology platform, ZINK Paper. The case focuses on the frameworks ZINK has used to decide which markets to target and which... View Details

Keywords: Entrepreneurship; Capital; Disruptive Innovation; Technological Innovation; Marketing Strategy; Partners and Partnerships; Horizontal Integration; Technology Industry

Teaching Interest

Overview

Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research... View Details

Keywords: A/B Testing; AI; AI Algorithms; AI Creativity; Algorithm; Algorithm Bias; Algorithmic Bias; Algorithmic Fairness; Algorithms; Analytics; Application Program Interface; Artificial Intelligence; Causality; Causal Inference; Computing; Computers; Data Analysis; Data Analytics; Data Architecture; Data As A Service; Data Centers; Data Governance; Data Labeling; Data Management; Data Manipulation; Data Mining; Data Ownership; Data Privacy; Data Protection; Data Science; Data Science And Analytics Management; Data Scientists; Data Security; Data Sharing; Data Strategy; Data Visualization; Database; Data-driven Decision-making; Data-driven Management; Data-driven Operations; Datathon; Economics Of AI; Economics Of Innovation; Economics Of Information System; Economics Of Science; Forecast; Forecast Accuracy; Forecasting; Forecasting And Prediction; Information Technology; Machine Learning; Machine Learning Models; Prediction; Prediction Error; Predictive Analytics; Predictive Models; Analysis; AI and Machine Learning; Analytics and Data Science; Applications and Software; Digital Transformation; Information Management; Digital Strategy; Technology Adoption

2013
Case

Travelers Insurance: Focusing on Climate Change and Natural Catastrophe Risk

By: Andrew J. Hoffman

The dilemma Evan Blue faces stems from a report by sustainability advocacy group Ceres that calls on companies to take climate change into consideration in their risk models and develop response strategies. The fictional vice president of Traveler's Insurance is tasked... View Details

Keywords: Climate Change; Business Strategy; Risk and Uncertainty; Insurance Industry