Publications

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

SSRN

May 2018
Article

Using Online Prices for Measuring Real Consumption Across Countries

By: Alberto Cavallo, Erwin Diewert, Robert C. Feenstra, Robert Inklaar and Marcel P. Timmer

We show that online prices can be used to construct quarterly purchasing power parities (PPPs) with a closely matched set of goods and identical methodologies in a variety of developed and developing countries. Our results are close to those reported by the... View Details

Keywords: Purchasing Power Parity; International Economy; Online Prices; Billion Prices Project; Economics; Macroeconomics; Price; Internet and the Web; Spending; Economy; Global Range; Measurement and Metrics

Read Now

April 2018
Teaching Note

Formlabs: Selling a New 3D Printer

By: Frank Cespedes

Teaching Note for HBS No. 817-001. Formlabs is a venture that manufactures and sells 3D printers used in a variety of industries and applications. As the young company prepares to ship its latest model, the head of Customer Development is tasked with developing a... View Details

2018
Chapter

The United States in Contemporary Perspectives: Evolving Forms, Strategy, and Performance

By: David J. Collis, Bharat Anand and J. Yo-Jud Cheng

BOOK ABSTRACT: In spite of surging interest in the business group organization among business scholars, economists, and historians in recent years, academic research on business groups has, to date, remained within the boundary of emerging markets. The major aim of... View Details

2017
Article

Agricultural Insurance and Economic Development

By: Shawn A. Cole and Wentao Xiong

This article provides a review of recent research on agricultural insurance (AI) in developing countries. Agricultural producers face a variety of significant risks; historically, only government-subsidized products have achieved widespread adoption. A recent... View Details

Keywords: Agribusiness; Insurance; Developing Countries and Economies; Adoption; Risk Management; Research; Agriculture and Agribusiness Industry

Article

The Effects of Product Line Breadth: Evidence from the Automotive Industry

By: Antonio Moreno and Christian Terwiesch

Using a detailed data set from the U.S. automotive industry, we enrich the existing literature on product line breadth with new results that highlight previously unexplored operational aspects of its benefits and costs. We find that expanding product line breadth has a... View Details

Keywords: Variety; Pricing; Automotive Industry; Marketing/operations Interface; Platforms; Empirical Operations Management; Product Marketing; Production; Management; Auto Industry

January 2017 (Revised February 2018)
Case

Godiva Japan: Think Local, Scale Global

By: Rohit Deshpandé, Esel Cekin and Akiko Kanno

This case tracks Jerome Chouchan’s strategies and execution for a successful turnaround of Godiva Japan’s operations, which were experiencing a decline in sales when he became the managing director of the company in 2010. Through various initiatives and innovations,... View Details

November 2016
Case

But, It's For a Good Cause

By: Elizabeth Keenan and John Gourville

Companies have long tried to enhance consumers’ perceptions of their firms and the products they sell in a variety of ways. Such efforts include the development of a brand image that the public views favorably, as in the case of Apple. It extends to the development of... View Details

Keywords: Social Change; Marketing And Society; Social Marketing; Brands and Branding; Customers; Perception; Advertising; Advertising Campaigns; Partners and Partnerships; Trends; Environmental Sustainability

September 2016 (Revised January 2020)
Case

Pebble: Wearables Pioneer

By: David Yoffie and Allison Ciechanover

In the summer of 2016, wearables “wunderkind” and Pebble founder and CEO, Eric Migicovsky, was pleased with the young startup’s success in the five years since its founding. The Silicon Valley–based company had recently shipped its two millionth smartwatch; held the... View Details

Keywords: Competition; Strategy; Innovation Strategy; Product; Information Technology; Technological Innovation; Business Startups; Technology Industry; United States; California

August 2016 (Revised June 2017)
Case

Oversight Systems

By: Frank V. Cespedes and Amram Migdal

The case, set in May 2016, discusses sales strategy and managing sales and service at Oversight Systems, an Atlanta, Georgia–based software firm that developed analytics for organizations to monitor their data for errors, fraud, and operational inefficiencies. Included... View Details

Keywords: Sales; Sales Strategy; Entrepreneurial Sales; Entrepreneurial Sales And Marketing; Software Sales; Marketing; Marketing Management; Pricing; Salesforce Management; Distribution Channels; Marketing Strategy; Technology Industry; North America; United States; Atlanta; Georgia (state, US)

January 2016 (Revised November 2019)
Case

Blackstone at Age 30

By: Josh Lerner, John D. Dionne and Amram Migdal

Since its IPO in 2007 and following the global financial crisis, Blackstone largely outpaced its alternative investment firm peers in assets under management, new business launches, profitability, and market capitalization. Under the leadership of Stephen A.... View Details

Keywords: Business Growth and Maturation; Asset Management; Private Equity; Financial Services Industry; New York (city, NY)