Publications

February 1999 (Revised June 1999)
Case

Bloomberg L.P.

By: Clayton M. Christensen, Richard G. Hamermesh and Jeremy Dann

Michael Bloomberg founded his company to provide customers quick access to financial market data and analytical tools for understanding that data. As Bloomberg L.P. grew quickly,entered the ranks of "large, established companies," it grappled with a whole new range of... View Details

Keywords: Human Resources; Management Analysis, Tools, and Techniques; Organizational Culture; Organizational Structure; Problems and Challenges

February 2001
Case

PlanetFeedback: The Voice of One ... The Power of Many (A)

By: James L. Heskett

The management of PlanetFeedback in proposes a merger with Intelliseek. Their goal is to create a comprehensive C2B and B2B business focused on the generation and analysis for business clients of consumer feedback data via the Internet, Planet Feedback's board of... View Details

Keywords: Mergers and Acquisitions; Decisions; Information Management; Analytics and Data Science; Business Strategy; Internet and the Web; Information Technology Industry

September 2021 (Revised December 2021)
Case

Telepass: From Tolling to Mobility Platform (Abridged)

By: Chiara Farronato, Stefano Denicolai and Sarah Mehta

Telepass, until very recently the sole processor of electronic toll payments on Italy’s highways, has ambitions beyond tolling. Since the mid-2010s, the company has been expanding into adjacent services. In 2017, Telepass launched TelepassPay—a mobile payment... View Details

September 2021 (Revised December 2021)
Case

Telepass: From Tolling to Mobility Platform

By: Chiara Farronato, Stefano Denicolai and Sarah Mehta

Telepass, until very recently the sole processor of electronic toll payments on Italy’s highways, has ambitions beyond tolling. Since the mid-2010s, the company has been expanding into adjacent services. In 2017, Telepass launched TelepassPay—a mobile payment... View Details

25 Oct 2020
Research & Ideas

The Dark Side of Fintech Borrowing

you put the results into the context that most of the fintech companies claim that they use alternative data, it’s very surprising that their borrowers are more likely to default,” Di Maggio says. Di Maggio and Yao tracked 3.79 million loans for 1.88 million borrowers... View Details

Keywords: by Rachel Layne; Financial Services; Banking

2024
Working Paper

Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization

By: Ta-Wei Huang, Eva Ascarza and Ayelet Israeli

This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details

Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization

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25 Jun 2024
Research & Ideas

Rapport: The Hidden Advantage That Women Managers Bring to Teams

It’s a manager’s nightmare: A customer pulls into a drive-thru after a long day at work with children in tow, everyone looking frazzled and famished. After waiting patiently in line, the customer grabs her... View Details

Keywords: by Kara Baskin; Food & Beverage

January–February 2014
Article

The New Patterns of Innovation

By: Rashik Parmar, Ian Mackenzie, David Cohn and David Gann

The search for new business ideas—and models—is hit-or-miss at most firms. Tackling the problem systematically, of course, will improve the odds of success. Traditional ways of framing this search examine competencies, customer needs, and shifts in the landscape. This... View Details

Keywords: Value Creation; Information Technology; Innovation and Invention

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10 Feb 2020
In Practice

6 Ways That Emerging Technology Is Disrupting Business Strategy

involving artificial intelligence (AI), data analytics, and the Internet of Things are changing the way business leaders think about strategy. Here’s what they said: 1. Talent and data are more critical than... View Details

Keywords: by Danielle Kost

2020
Book

Experimentation Works: The Surprising Power of Business Experiments

By: Stefan Thomke

Don’t fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition,... View Details

Keywords: Experimentation; Experiments; Market Research; Innovation and Invention; Innovation and Management; Customers; Research

13 May 2024
Research & Ideas

Picture This: Why Online Image Searches Drive Purchases

“headphones,” with suggested refinements like “noise-cancelling headphones,” aided by images and text. Farronato wrote the paper with Lu Fang and Zhe Yuan of Zhejiang University; Yanyou Chen of the University of Toronto; and Yitong Wang, an employee at the Chinese... View Details

Keywords: by Rachel Layne; Information Technology; Technology; Consumer Products; Retail

2012
Book

The Culture Cycle: How to Shape the Unseen Force That Transforms Performance

By: James Heskett

The contribution of culture to organizational performance is both substantial and quantifiable. This book presents the results of field research that demonstrates how an effective culture can account for up to half of the differential in performance between... View Details

Keywords: Customer Focus and Relationships; Learning; Framework; Policy; Retention; Books; Analytics and Data Science; Innovation and Invention; Management Practices and Processes; Organizational Culture; Performance Expectations; Research

Research Summary

Overview

By: Kris Johnson Ferreira

Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the... View Details

Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry

Research Summary

The Function of Outlet Stores

Outlet stores are ubiquitous in the retail environment, and many firms sell goods through outlets as well as their primary stores. Using a highly detailed data set from a major U.S. luxury fashion goods firm, Professor Ngwe is able to look at market segmentation by... View Details

2013
Tool

Harvard Business Review's Go to Market Tools: Pricing for Profit

By: Thomas Steenburgh and Jill Avery

What price is right? Figuring out the best price for your product or service can be nerve-wracking. Your new product launch or marketing campaign's success—perhaps even your career advancement—may hinge on the price you choose. So how do you select a price that's... View Details

Keywords: Quantitative Analysis; Tools; Pricing; Profitability Analysis; Pricing Strategy; Marketing Strategy; Marketing

November 1988 (Revised July 1998)
Case

WaterTest Corporation

Describes the founding and subsequent growth of WaterTest, a New Hampshire firm run by a entrepreneur with little business background. Three Harvard Business School students are working on a project to help the firm refine its marketing strategy. The students collect a... View Details

Keywords: Business Startups; Customers; Entrepreneurship; Data and Data Sets; Marketing Strategy

October 1994
Case

Campbell Soup Company: A Leader in Continuous Replenishment Innovations

Campbell Soup, like most food manufacturers, faced grocery chain and wholesale demand for its goods driven by Campbell's own promotional pricing structure rather than retail consumer demand. Former policies to encourage overstock created huge swings in production and... View Details

Keywords: Customer Relationship Management; Supply Chain Management; Logistics

2024
Working Paper

Using LLMs for Market Research

By: James Brand, Ayelet Israeli and Donald Ngwe

Large language models (LLMs) have rapidly gained popularity as labor-augmenting tools for programming, writing, and many other processes that benefit from quick text generation. In this paper we explore the uses and benefits of LLMs for researchers and practitioners... View Details

Keywords: Large Language Model; Research; AI and Machine Learning; Analysis; Customers; Consumer Behavior; Technology Industry; Information Technology Industry

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June 2016
Article

Understanding Online Hotel Reviews Through Automated Text Analysis

By: Shawn Mankad, Hyunjeong "Spring" Han, Joel Goh and Srinagesh Gavirneni

Customer reviews submitted at Internet travel portals are an important yet underexplored new resource in obtaining feedback on customer experience for the hospitality industry. These data are often voluminous and unstructured, presenting analytical challenges for... View Details

Keywords: Hotel Reviews; Natural Language Processing; Information Technology; Service Operations; Accommodations Industry; Moscow