Publications

July 2013 (Revised September 2013)
Case

New York City: Bloomberg's Strategy for Economic Development

By: Michael E. Porter, Christian H.M. Ketels and Jorge Ramirez-Vallejo

Traces the economic development of New York City from its founding in the 17th century through 2012. Focuses on the decisions made by New York City officials, past and present, highlighting the challenges of economic development at the city level. Enables deep... View Details

Keywords: History; Development Economics; Industry Clusters; Policy; Government Administration; Financial Crisis; Growth and Development Strategy

January 2016 (Revised April 2017)
Case

The Galaxy Dividend Income Growth Fund's Option Investment Strategies

By: W. Carl Kester

This case is designed to provide an elementary introduction to options and option pricing for beginning finance students. Analysis of the case requires students to compare the prices of put and call options with various exercise prices and maturity dates on two... View Details

Keywords: Options; Option Contract; Option Pricing; Derivatives; Mutual Funds; Call Options; Put Options; Stock Options; Risk and Uncertainty; Volatility; Financial Services Industry; United States

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

02 Aug 2022
Research & Ideas

6 Strategies for Building Socially Responsible—and Profitable—Companies

A dozen years ago, Harvard Business School Professor George Serafeim wondered why some companies operated with an eye toward the greater good, while most did not. Back then, he always got the same response: Corporate leaders thought social and environmental practices... View Details

Keywords: by Lane Lambert

June 2012
Article

A Reexamination of Tunneling and Business Groups: New Data and New Methods

By: Jordan I. Siegel and Prithwiraj Choudhury

One of the most rigorous methodologies in the corporate governance literature uses firms' reactions to industry shocks to characterize the quality of governance. This methodology can produce the wrong answer unless one considers the ways firms compete. Because... View Details

Keywords: Governance; System Shocks; India

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August 2008 (Revised June 2012)
Case

Martingale Asset Management LP in 2008, 130/30 Funds, and a Low-Volatility Strategy

By: Luis M. Viceira and Helen Tung

In early July of 2008, William (Bill) Jacques, Chief Investment Officer at Martingale Asset Management, a quantitative value-oriented investment manager in Boston, Massachusetts, was busy preparing for an upcoming meeting with the group that made new product decisions... View Details

Keywords: Volatility; Asset Management; Stocks; Financial Strategy; Investment Funds; Product Development

August 2018 (Revised September 2018)
Supplement

Predicting Purchasing Behavior at PriceMart (B)

By: Srikant M. Datar and Caitlin N. Bowler

Supplements the (A) case. In this case, Wehunt and Morse are concerned about the logistic regression model overfitting to the training data, so they explore two methods for reducing the sensitivity of the model to the data by regularizing the coefficients of the... View Details

Keywords: Data Science; Analytics and Data Science; Analysis; Customers; Household; Forecasting and Prediction

25 Feb 2013
Research & Ideas

Lean Strategy Not Just for Start-Ups

Lean start-up strategies aren't just for start-ups anymore. That was the key message that Intuit cofounder Scott Cook (HBS MBA '76) shared in a small seminar with Harvard Business School faculty recently. Since its launch in 1983, the... View Details

Keywords: by Carmen Nobel; Financial Services

10 Mar 2010
Working Paper Summaries

A Reexamination of Tunneling and Business Groups: New Data and New Methods

Keywords: by Jordan I. Siegel & Prithwiraj Choudhury

19 Dec 2005
Research & Ideas

The Regional Slice of Your Global Strategy

Harvard Business School professor Pankaj Ghemawat has long argued that the best international strategy also includes recognition of differences in local markets. In the December 2005 issue of Harvard Business Review, Ghemawat highlights... View Details

Keywords: by Pankaj Ghemawat

12 Apr 2010
Research & Ideas

One Report: Better Strategy through Integrated Reporting

they explain why company adoption of integrated reporting is essential for sustainable strategies and society. Martha Lagace: How do you define One Report? Robert G. Eccles and Michael P. Krzus: One Report is the integration of... View Details

Keywords: by Martha Lagace

2014
Book

Aligning Strategy and Sales: The Choices, Systems, and Behaviors That Drive Effective Selling

By: Frank V. Cespedes

There are many books that provide strategy advice and selling methodologies. But there is a gap in the management literature when it comes to linking sales efforts with strategy. Part 1 of this book provides data indicating how and why sales remain (by far) the biggest... View Details

Keywords: Strategy; Sales

22 May 2008
Working Paper Summaries

Testing Strategy with Multiple Performance Measures Evidence from a Balanced Scorecard at Store24

Keywords: by Dennis Campbell, Srikant M. Datar, Susan L. Kulp & V.G. Narayanan; Food & Beverage

12 Oct 1999
Research & Ideas

A Perfect Fit: Aligning Organization & Strategy

their espoused strategy and management principles. Beer and Eisenstat began implementing the process ten years ago at Becton Dickinson and Company, a medical products and diagnostic systems supplier. "Ray Gilmartin, who was CEO at... View Details

Keywords: by Judith A. Ross

July 2023 (Revised May 2024)
Case

Vytal: Packaging-as-a-Service

By: George Serafeim, Michael W. Toffel, Lena Duchene and Daniela Beyersdorfer

The Germany-based startup Vytal operated the largest digital-native reusable packaging-as-a-service network globally, having raised nearly €15 million, established a large network of restaurant partners, and prevented the use of millions of single-use take-out food... View Details

April 2014 (Revised March 2015)
Case

GE and the Industrial Internet

By: Karim R. Lakhani, Marco Iansiti and Kerry Herman

CEO Jeff Immelt considers whether GE is moving fast enough on its new Industrial Internet initiative. The undertaking includes building out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients... View Details

2015
Article

Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24

By: Dennis Campbell, Srikant M. Datar, Susan L. Kulp and V.G. Narayanan

We analyze balanced scorecard data from a convenience store chain, Store24, during the implementation of an innovative, but ultimately unsuccessful, strategy. Quarterly strategic reviews, based in part on the firm's balanced scorecard, led executives at Store24 to... View Details

Keywords: Balanced Scorecard; Business Strategy; Retail Industry

Article

Vungle Inc. Improves Monetization Using Big-Data Analytics

By: Bert De Reyck, Ioannis Fragkos, Yael Grushka-Cockayne, Casey Lichtendahl, Hammond Guerin and Andrew Kritzer

The advent of big data has created opportunities for firms to customize their products and services to unprecedented levels of granularity. Using big data to personalize an offering in real time, however, remains a major challenge. In the mobile advertising industry,... View Details

Keywords: Big Data; Monetization; Data and Data Sets; Advertising; Mobile Technology; Customization and Personalization; Performance Improvement

August 2022
Supplement

Zalora: Data-Driven Pricing Recommendations

By: Ayelet Israeli

This exercise can be used in conjunction with the main case "Zalora: Data-Driven Pricing" to facilitate class discussion without requiring data analysis from the students. Instead, the exercise presents reports that were created by the data science team to answer the... View Details

Keywords: Pricing; Pricing Algorithms; Dynamic Pricing; Ecommerce; Pricing Strategy; Pricing And Revenue Management; Apparel; Singapore; Startup; Demand Estimation; Data Analysis; Data Analytics; Exercise; Price; Internet and the Web; Apparel and Accessories Industry; Retail Industry; Fashion Industry; Singapore