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- All HBS Web (1,201)
- Faculty Publications (240)
- September 2020
- Teaching Note
Miami's Tech Future (B): Building the Entrepreneurial Ecosystem
By: Rosabeth Moss Kanter and Joyce J. Kim
In 2017, Miami was rated #1 among U.S. cities for startups, but about 40th for “scale-ups” – growth companies. This case shows how leaders of incubators and accelerators supported startups and a culture of entrepreneurship, but also describes some factors limiting... View Details
- 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
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
- 15 Jun 2021
- News
Leading at State
Department of State. These students represented the first cohort of the Secretary’s Leadership Seminar, a six-month, custom Executive Education offering for mid-career foreign and civil service employees. The idea for the program—and the... View Details
- November 2017 (Revised September 2020)
- Supplement
Miami's Tech Future (B): Building the Entrepreneurial Ecosystem
In 2017, Miami was rated #1 among U.S. cities for startups, but about 40th for “scale-ups” – growth companies. This case shows how leaders of incubators and accelerators supported startups and a culture of entrepreneurship, but also describes some factors limiting... View Details
Keywords: Scaling; Growth; Startup; Community Engagement; Community Impact; Community Relations; Business Startups; Entrepreneurship; Information Technology; Growth and Development Strategy; Business and Community Relations; Miami; Florida
Kanter, Rosabeth Moss. "Miami's Tech Future (B): Building the Entrepreneurial Ecosystem." Harvard Business School Supplement 318-034, November 2017. (Revised September 2020.)
- October 2021
- Article
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Nicolas Padilla and 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; Programs; Consumer Behavior; Analysis
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
- 2015
- Chapter
Framing the Game: How Brands' Relationships with Their Competitors Affect Consumer Preference
By: Neeru Paharia, Jill Avery and Anat Keinan
In this chapter, we explore how brands' relationships with their competitors affect consumers' preferences. Through a series of experiments, we show that the competitive context in which a brand operates can affect consumers' purchase interest and purchase frequency.... View Details
Keywords: Brand Management; CRM; Customer Relationship Management; Marketing Strategy; Marketing; Brands and Branding; Customer Focus and Relationships; Competition; Consumer Products Industry
Paharia, Neeru, Jill Avery, and Anat Keinan. "Framing the Game: How Brands' Relationships with Their Competitors Affect Consumer Preference." Chap. 2 in Strong Brands, Strong Relationships, edited by Susan Fournier, Michael Breazeale, and Jill Avery. Abingdon, UK: Routledge, 2015.
- June 2022
- Teaching Note
Katie Couric Media: Landing the First Client
By: N. Louis Shipley, William R. Kerr and Paige Boehmcke
Developed for teaching Entrepreneurial Sales, the Katie Couric Media case supports class discussion on client selection, sales strategy, and scaling a startup media firm. View Details
- October 2015 (Revised January 2017)
- Case
UPower Technologies Inc.
By: Joseph B. Lassiter III, William A. Sahlman and Liz Kind
The UPower founders, Jake DeWitte and Caroline Cochran, were recent graduates from MIT's Nuclear Science and Engineering Department. They chose to attend Palo Alto–based Y Combinator's accelerator program to focus on building a "mini" nuclear reactor that would produce... View Details
Keywords: Nuclear; Nuclear Energy; Nuclear Power; Energy Markets; New Nuclear; Entrepreneurial Finance; Entrepreneurial Marketing; Business ＆ Government Relations; Off-grid; Energy; Renewable Energy; Energy Generation; Energy Sources; Entrepreneurship; Marketing; Business and Government Relations; Energy Industry; Utilities Industry; United States
Lassiter, Joseph B., III, William A. Sahlman, and Liz Kind. "UPower Technologies Inc." Harvard Business School Case 816-054, October 2015. (Revised January 2017.)
- December 2018
- Case
Good Energy Group PLC
By: John R. Wells and Benjamin Weinstock
Founded at the end of 1999 by Juliet Davenport and Martin Edwards, Good Energy was the number-two renewable-energy seller in the United Kingdom at the end of 2016, supplying over 71,000 of the country’s 27 million households and small businesses with 100% renewable... View Details
Keywords: Power/Energy; Green Energy; Renewables; Wind Power; Electricity; Power; Strategy Development; Electric Vehicles; Customer Service; Energy Policy; Barriers To Entry; Renewable Energy; Growth and Development Strategy; Competitive Strategy; Business and Government Relations; Problems and Challenges; Strategy; Energy Industry; United Kingdom
Wells, John R., and Benjamin Weinstock. "Good Energy Group PLC." Harvard Business School Case 719-439, December 2018.
- March 2014 (Revised January 2017)
- Case
From Beijing Jeep to ASC Fine Wines: The Story of an American Family Business in China
By: William C. Kirby and Erica M. Zendell
In 1985, Don St. Pierre Sr. became President of Beijing Jeep, the troubled joint venture between American Motor Corporation and the Chinese government to build Jeep Cherokees in China. Just over a decade later in 1996, leveraging contacts from his time in the... View Details
Keywords: Entrepreneurship In Emerging Markets; China; Joint Ventures; Wine Industry; International Entrepreneurship; International Business; Exports; Chinese Manufacturing; Business And Government Relations; Ownership Stake; Strategy; Operations; Auto Industry; Food and Beverage Industry; China
Kirby, William C., and Erica M. Zendell. "From Beijing Jeep to ASC Fine Wines: The Story of an American Family Business in China." Harvard Business School Case 314-053, March 2014. (Revised January 2017.)
- 2017
- Chapter
Marketing Models for the Customer-Centric Firm
By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie
A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details
Ascarza, Eva, Peter S. Fader, and Bruce G.S. Hardie. "Marketing Models for the Customer-Centric Firm." In Handbook of Marketing Decision Models. 2nd ed. Edited by Berend Wierenga and Ralf van der Lans, 297–330. International Series in Operations Research & Management Science. Springer, 2017.
- December 18, 2023
- Article
Are Everywhere Stores the New Face of Retail?
By: David R. Bell, Santiago Gallino and Antonio Moreno
Historically, customer engagement and product fulfillment occurred in the same place — a traditional retail store. But today, retailers are beginning to explore how they can create opportunities for customers to engage with products in native environments. A related... View Details
Keywords: Customer Focus and Relationships; Consumer Behavior; Distribution; Logistics; Retail Industry
Bell, David R., Santiago Gallino, and Antonio Moreno. "Are Everywhere Stores the New Face of Retail?" MIT Sloan Management Review (website) (December 18, 2023).
- 29 Apr 2025
- HBS Seminar
Magie Cheng & David Huang
- April 2020 (Revised February 2023)
- Case
GitLab and the Future of All-Remote Work (A)
By: Prithwiraj Choudhury and Emma Salomon
GitLab is arguably one of the world’s largest “all-remote” companies. Started in 2011 and with more than 1,000 employees at present, it has no physical offices and all employees, including the entire C-Suite, work remotely from all parts of the world. The case... View Details
Keywords: Remote Work; Internet and the Web; Technology Adoption; Value Creation; Business Model; Organizational Structure
Choudhury, Prithwiraj, and Emma Salomon. "GitLab and the Future of All-Remote Work (A)." Harvard Business School Case 620-066, April 2020. (Revised February 2023.)
- August 2008
- Article
Economic Links and Predictable Returns
By: Lauren Cohen and Andrea Frazzini
This paper finds evidence of return predictability across economically linked firms. We test the hypothesis that in the presence of investors subject to attention constraints, stock prices do not promptly incorporate news about economically related firms, generating... View Details
Keywords: Economics; Price; Assets; Analytics and Data Science; Customers; Stocks; Equity; Strategy; Investment Return; Forecasting and Prediction
Cohen, Lauren, and Andrea Frazzini. "Economic Links and Predictable Returns." Journal of Finance 63, no. 4 (August 2008). (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2008. Winner of Chicago Quantitative Alliance Academic Paper Competition. First Prize presented by Chicago Quantitative Alliance. Winner of BSI Gamma Foundation Research Grant presented by BSI Gamma Foundation.)
- February 2022
- Case
Toraya
By: Lauren Cohen and Akiko Kanno
Mitsuharu Kurokawa was the 18th generation leader of a family firm that produced and sold premium Japanese sweets, Toraya Confectionery Co., Ltd. He had succeeded the business from his father, Mitsuhiro Kurokawa who had led the firm for thirty years. Mitsuharu was... View Details
- 2020
- Working Paper
Determinants of Early-Stage Startup Performance: Survey Results
To explore determinants of new venture performance, the CEOs of 470 early-stage startups were surveyed regarding a broad range of factors related to their venture’s customer value proposition, product management, marketing, technology and operations, financial... View Details
Keywords: Startups; Survey Research; Performance Analysis; Entrepreneurship; Performance; Analysis; Business Startups; Failure; Surveys
Eisenmann, Thomas R. "Determinants of Early-Stage Startup Performance: Survey Results." Harvard Business School Working Paper, No. 21-057, October 2020.
- January 2010 (Revised February 2010)
- Case
IBM Retail Business Assessment at Dillard's, Inc.: Managing Staffing Levels to Improve Conversion
This case illustrates the challenges associated with matching staffing levels with variable workload in retail stores and highlights how decisions related to staffing and scheduling affect operational performance and the quality of labor at the stores. The case... View Details
Keywords: Customer Satisfaction; Employees; Market Transactions; Service Delivery; Service Operations; Performance Improvement; Retail Industry
Ton, Zeynep. "IBM Retail Business Assessment at Dillard's, Inc.: Managing Staffing Levels to Improve Conversion." Harvard Business School Case 610-051, January 2010. (Revised February 2010.)
- 2013
- Article
Achievement Motivation, Strategic Orientations and Business Performance in Entrepreneurial Firms: How Different are Japanese and American Founders?
By: Rohit Deshpandé, Amir Grinstein, Elie Ofek and Sang-Hoon Kim
Purpose: There is lack of research on the link between the personal disposition of an entrepreneurial firm's founder, the firm's strategic orientation, and its performance outcomes. Also, there is lack of cross-national research on entrepreneurial firms' strategic... View Details
Keywords: Motivation; Entrepreneurs; Japan; Motivation and Incentives; Entrepreneurship; Japan; United States
Deshpandé, Rohit, Amir Grinstein, Elie Ofek, and Sang-Hoon Kim. "Achievement Motivation, Strategic Orientations and Business Performance in Entrepreneurial Firms: How Different are Japanese and American Founders?" International Marketing Review 30, no. 3 (2013).
- 14 Apr 2015
- First Look
First Look: April 14
Hellenic Bottling Company) and the role of regulation in integrated reporting (Anglo-American). April 2015 American Economic Review: Papers and Proceedings Real Effects of Relational Contracts By: Henderson, Rebecca, Steven Blader, Andrea... View Details
Keywords: Sean Silverthorne