Publications

January 2021
Case

Anodot: Autonomous Business Monitoring

By: Antonio Moreno and Danielle Golan

Autonomous business monitoring platform Anodot leveraged machine learning to provide real-time alerts regarding business anomalies. Anodot’s solution was used in various industries in order to primarily monitor business health, such as revenue and payments, product... View Details

Keywords: Digital Platforms; Internet and the Web; Knowledge Sharing; Information Management; Sales; Value Creation; Product Positioning; Israel

June 2014
Case

Starbucks Coffee Company: Transformation and Renewal

By: Nancy F. Koehn, Kelly McNamara, Nora N. Khan and Elizabeth Legris

Starbucks Coffee Company: Transformation and Renewal analyzes the turnaround and reconstruction of Starbucks Coffee Company from 2008 to 2014 as led by CEO and co-founder Howard Schultz. The case offers executives and students an opportunity to examine in depth how... View Details

July 1994 (Revised August 1994)
Case

Pacific Bell: Centrex Reengineering

Describes the redesign and rollout of the new order-fulfillment process for a flagship product at Pacific Bell. Pacific Bell is one of the Regional Bell Operating Companies comprised of seven regional business units. Rather than implement the new process, roles, and... View Details

Keywords: Organizational Change and Adaptation; Change Management; Information Technology; Order Taking and Fulfillment; Telecommunications Industry

26 Feb 2015
News

Ethics and the environment: Eco-waverers

14 Jul 2020
News

Is renewable natural gas a serious alternative to ‘electrify everything’?

Article

Competition for Scarce Resources

By: Peter Eso, Volker Nocke and Lucy White

We model a downstream industry where firms compete to buy capacity in an upstream market that allocates capacity efficiently. Although downstream firms have symmetric production technologies, we show that industry structure is symmetric only if capacity is sufficiently... View Details

Keywords: Competitive Strategy; Natural Environment; Technology; Production; Business Cycles; Forecasting and Prediction; Cost; Demand and Consumers; Industry Structures; Performance Capacity

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21 Feb 2012
First Look

First Look: Feb. 21

multinational, dispersed shareholder, and private-equity owned firms are typically well managed. Stronger product market competition and higher worker skills are associated with better management practices. Less regulated labor markets... View Details

Keywords: Sean Silverthorne

October 2012
Article

Target the Right Market

By: Jill Avery and Thomas Steenburgh

SparkPlace is a two-year-old business with a hot new product: software that manages and measures the effectiveness of permission-based marketing campaigns for social media. The company is in the process of deciding on which of two customer segments to focus its... View Details

Keywords: Marketing; Market Segmentation; Customer Defection; Customer Lifetime Value; Customer Relationship Management; CRM; Market Segmentation And Target Market Selection; Marketing Strategy; Product Marketing; Customer Focus and Relationships; Customer Value and Value Chain; Technology Industry; United States

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March 2010
Case

Target: Responding to the Recession

By: Ranjay Gulati, Rajiv Lal and Cathy Ross

Within 10 months of Gregg Steinhafel's taking over as CEO at Target, the U.S. was mired in the most significant economic downturn in 50 years. Top competitor Wal-Mart had positioned itself well for the crisis, while Target's same store sales began to slide. While... View Details

Keywords: Financial Crisis; Strategy; Operations; Brands and Branding; Product Launch; Product Positioning; Competition; Retail Industry; United States

Web

Topics - HBS Working Knowledge

Effectiveness (63) Performance Efficiency (6) Performance Evaluation (19) Performance Expectations (6) Performance Improvement (20) Performance Productivity (41) Performance (196) Personal Characteristics (77) Personal Development and... View Details

05 Apr 2024
Blog Post

How I Spent my 2+2 Deferral: Zoe Bhargava

join a sports tech startup along with that startup’s product team. I started as a Product Analyst, leveraging my skills and experience from Twitter and grew into a Product... View Details

March 2000
Case

Aspect Medical Systems

By: Richard M.J. Bohmer and Naomi Atkins

Entrepreneur Nassib Chamoun has created an innovative anesthesiology device that monitors patients' consciousness levels during surgery. This case tracks how Chamoun and his executive team built the infrastructure of the company and actively managed the adoption... View Details

Keywords: Decision Choices and Conditions; Entrepreneurship; Independent Innovation and Invention; Infrastructure; Product Design; Product Development; Problems and Challenges; Adoption; Competitive Strategy; Technology Industry

13 Aug 2008
Research & Ideas

The Inner Life of Leaders

Hedgehogs and Foxes is my 15th book. It is a study of leaders acting in a role but wittingly or unwittingly bringing to this enactment their character. An individual's character is outwardly represented while it is a product of... View Details

Keywords: by Martha Lagace

July 2002 (Revised August 2002)
Case

SIG Beverages (A)

SIG Beverages, a leading supplier of bottling and packaging systems for the beverage industry, has recognized an opportunity in providing services for its product end users. Management's challenge is to develop a service portfolio to address end users' needs, while... View Details

Keywords: Organizational Change and Adaptation; Production; Service Delivery; Manufacturing Industry; Italy

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Research Summary

Consumer Response to Online Ratings and Recommendations

Jolie is currently conducting several laboratory and field experiments to assess the tendency of individuals to employ predictable heuristics in complex information aggregation tasks, thus leading to search and choice behavior that is suboptimal relative to the fully... View Details

July 18, 2025
Article

Using Gen AI for Early-Stage Market Research

By: James Brand, Ayelet Israeli and Donald Ngwe

Generative AI, particularly large language models (LLMs), offers a promising new tool for early-stage market research by simulating customer responses to product concepts. This can allow companies to draw conclusions similar to those they’d obtain by survey customers... View Details

Keywords: Large Language Models; Large Language Model; Generative Ai; Artificial Intelligence; Market Research; Research; Marketing; AI and Machine Learning; Analytics and Data Science; Analysis; Customers; Consumer Behavior; Technology Industry; Information Technology Industry

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January 1986 (Revised March 1997)
Case

Horizon Group

By: William A. Sahlman

Contains a description of a situation confronting the co-founder of a company planning to produce software for microcomputers. The company has just completed raising money from some wealthy investors by forming an R&D Limited Partnership. Development of the program (an... View Details

Keywords: Business or Company Management; Venture Capital; Partners and Partnerships; Business Plan; Outcome or Result; Research and Development; Financial Strategy; Corporate Finance; Information Technology Industry

June 2022 (Revised October 2022)
Background Note

Digital Commerce and Delivery: Preparing Food and Retail Value Chains for a 50-50 World

By: William R. Kerr, Daniel O'Connor, Paige Boehmcke and Will Ensor

Increasing digitalization of grocery retail and quick commerce reveals insights about managing complex supply chains at scale and shifting revenue streams from product sales to data monetization. How are the roles of retailers changing? What happens if marginal cost... View Details

Keywords: Grocery Delivery; Grocery; Digitalization; Fulfillment; Delivery; Supply Chain; Disruption; Food; Supply Chain Management; Market Design; Trends; Value Creation; Goods and Commodities; Customer Value and Value Chain; Digital Transformation; Retail Industry; Food and Beverage Industry; United States; China

June 2020
Case

gWorks

By: Richard S. Ruback and Royce Yudkoff

In January of 2019, Joe Heieck (HBS '14), CEO of gWorks, was deciding whether to proceed with his acquisition of Data Tech, that was a business roughly the same size of gWorks. gWorks, which provided geospatial software to small city and rural county governments, was... View Details

Keywords: Acquisition; Decision Making; Entrepreneurship; Finance