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- All HBS Web
(2,556)
- People (2)
- News (500)
- Research (1,770)
- Events (19)
- Multimedia (18)
- Faculty Publications (763)
- 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.)
- May 2013 (Revised March 2014)
- Case
Hubei Lantian (A)
By: David F. Hawkins, Michael Shih-Ta Chen and Nancy Hua Dai
Emily Wang, an analyst with Future Securities, a Shanghai-based investment firm, is given the task of making stock purchase recommendations to her supervisor from a number of Chinese common stocks. One stock in particular, Hubei Lantian Co., Ltd. (Hubei Lantian),... View Details
Hawkins, David F., Michael Shih-Ta Chen, and Nancy Hua Dai. "Hubei Lantian (A)." Harvard Business School Case 113-118, May 2013. (Revised March 2014.)
- August 2021 (Revised February 2024)
- Case
Data Science at the Warriors
By: Iavor I. Bojinov and Michael Parzen
The case explores the development and early growth of a data science team at the Golden State Warriors, an NBA team based in San Francisco. The case begins by explaining the initial rationale for investing in data science, then covers a debate on the appropriate team... View Details
Keywords: Digital Marketing; Analysis; Forecasting and Prediction; Technological Innovation; Information Technology; Analytics and Data Science; Sports Industry; San Francisco; United States
Bojinov, Iavor I., and Michael Parzen. "Data Science at the Warriors." Harvard Business School Case 622-048, August 2021. (Revised February 2024.)
- 20 Feb 2017
- Working Paper Summaries
Where Should We Build a Mall? The Formation of Market Structure and Its Effect on Sales
- April 1996 (Revised January 2006)
- Case
Times Mirror Company PEPS Proposal Review
By: Peter Tufano
Times Mirror Co. (TMC) owns a substantial block of Netscape common stock purchased prior to Netscape's IPO, on which it has substantial unrealized gains. TMC is restricted from selling the stock in a public offering and is therefore considering a proposal by Morgan... View Details
Keywords: Risk Management; Stocks; Taxation; Corporate Finance; Telecommunications Industry; Media and Broadcasting Industry; United States
Tufano, Peter, and Cameron Poetzscher. "Times Mirror Company PEPS Proposal Review." Harvard Business School Case 296-089, April 1996. (Revised January 2006.)
- March 2024
- Supplement
Madrigal: Conducting a Customer-Base Audit
By: Eva Ascarza, Bruce Hardie, Peter S. Fader and Michael Ross
This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details
- 2017
- Article
Handgun Waiting Periods Reduce Gun Deaths
By: Michael Luca, Deepak Malhotra and Christopher Poliquin
Handgun waiting periods are laws that impose a delay between the initiation of a purchase and final acquisition of a firearm. We show that waiting periods, which create a “cooling off” period among buyers, significantly reduce the incidence of gun violence. We estimate... View Details
Keywords: Gun Policy; Gun Violence; Waiting Period; Injury Prevention; Policy; Safety; Governing Rules, Regulations, and Reforms; United States
Luca, Michael, Deepak Malhotra, and Christopher Poliquin. "Handgun Waiting Periods Reduce Gun Deaths." Proceedings of the National Academy of Sciences 114, no. 46 (November 14, 2017).
- May 2014 (Revised January 2015)
- Case
Vaxess Technologies, Inc.
By: John A. Quelch and Margaret L. Rodriguez
In February 2014, Michael Schrader, chief executive of Vaxess Technologies, Inc., was assessing the startup health care company's 2014 marketing plan. On December 31st, 2013, Vaxess had obtained an exclusive license to a series of patents for a silk protein technology... View Details
Keywords: Vaccine; Cold Chain; Antigen; Temperature Controlled; Developing Markets; Immunization; Health Care and Treatment; Health Pandemics; Global Strategy; Supply Chain; Health; Health Industry; Medical Devices and Supplies Industry
Quelch, John A., and Margaret L. Rodriguez. "Vaxess Technologies, Inc." Harvard Business School Case 514-107, May 2014. (Revised January 2015.)
- June 2012 (Revised October 2018)
- Case
Home Nursing of North Carolina
By: Richard S. Ruback and Royce Yudkoff
Ari Medoff's (HBS '11) goal was to control his own professional destiny by owning his own company. His search identified a suitable acquisition in Home Nursing of North Carolina, and he had negotiated a purchase price of $3.5 million, or 4.2x trailing EBITDA. Medoff... View Details
Keywords: Search Funds; Small Companies; Acquisitions; Negotiation; Medical Services; Negotiation Process; Valuation; Investment; Acquisition; Health Industry
Ruback, Richard S., and Royce Yudkoff. "Home Nursing of North Carolina." Harvard Business School Case 212-120, June 2012. (Revised October 2018.)
- June 2010 (Revised December 2013)
- Supplement
Hang Lung Properties and the Chengdu Decision (B)
By: John D. Macomber, Michael Shih-Ta Chen and Keith Chi-Ho Wong
Second phase of auction for a prime retail development parcel in Chengdu, China. Competition forces the firm to revisit all of its land purchase criteria. Hang Lung Properties is known for rigorous due diligence, for discipline in buying property, and for good... View Details
Keywords: Geographic Location; Auctions; Bids and Bidding; Infrastructure; Competitive Strategy; Valuation; Real Estate Industry; Chengdu
Macomber, John D., Michael Shih-Ta Chen, and Keith Chi-Ho Wong. "Hang Lung Properties and the Chengdu Decision (B)." Harvard Business School Supplement 210-092, June 2010. (Revised December 2013.)
- December 2007
- Article
Fair (and Not So Fair) Division
By: John W. Pratt
Drawbacks of existing procedures are illustrated and a method of efficient fair division is proposed that avoids them. Given additive participants' utilities, each item is priced at the geometric mean (or some other function) of its two highest valuations. The... View Details
Pratt, John W. "Fair (and Not So Fair) Division." Journal of Risk and Uncertainty 35, no. 3 (December 2007).
- May 2004 (Revised July 2004)
- Case
Clarence Saunders: The Comeback King
By: Nitin Nohria and Bridget Gurtler
Follows the rise and fall of the founder of the modern supermarket, Clarence Saunders. Prior to 1915, all staple shopping took place in the market or general store, where a clerk behind a counter pulled items from shelves for customers , measured them from a barrel, or... View Details
Keywords: Inflation and Deflation; Mission and Purpose; Business Processes; Leadership; Consumer Behavior; Leadership Style; Advertising; Customer Relationship Management; Customer Value and Value Chain; Order Taking and Fulfillment
Nohria, Nitin, and Bridget Gurtler. "Clarence Saunders: The Comeback King." Harvard Business School Case 404-070, May 2004. (Revised July 2004.)
- December 1998
- Case
Casto Travel
By: Thomas J. DeLong and Susan Harmeling
Maryles Casto had the vision to build the largest travel agency in Silicon Valley, mirroring the growth pattern of the entire area. In 1997 the travel business changed dramatically as airlines chose not to pay travel agencies the fees they once did. Simultaneously, the... View Details
Keywords: Entrepreneurship; Finance; Internet and the Web; Change Management; Markets; Travel Industry
DeLong, Thomas J., and Susan Harmeling. "Casto Travel." Harvard Business School Case 899-120, December 1998.
- Teaching Interest
Demystifying the Family Enterprise
This course is primarily designed for students who are pursuing a career in family run businesses, family owned businesses, investment roles in family offices, or students that might invest in or wholly purchase a family owned business through a private equity firm,... View Details
- March 2024
- Supplement
Madrigal: Conducting a Customer-Base Audit
By: Eva Ascarza, Bruce Hardie, Peter S. Fader and Michael Ross
This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details
- March 2024
- Case
Madrigal: Conducting a Customer-Base Audit
By: Eva Ascarza, Bruce Hardie, Michael Ross and Peter S. Fader
This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details
Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Customer Value and Value Chain; Retail Industry; United States
Ascarza, Eva, Bruce Hardie, Michael Ross, and Peter S. Fader. "Madrigal: Conducting a Customer-Base Audit." Harvard Business School Case 524-046, March 2024.
- October 2023 (Revised May 2024)
- Case
Thermo Fisher Scientific: Foray into Contract Research
By: Satish Tadikonda, William Marks and Kevin Emancipator
After publicly declaring that they would not enter the contract research organization (CRO) business in 2017, Thermo Fisher purchased Pharmaceutical Product Development (PPD), one of the biggest players in the CRO space, in 2021. Much had changed in the intervening... View Details
Keywords: Mergers and Acquisitions; Customer Focus and Relationships; Corporate Strategy; Organizational Change and Adaptation; Biotechnology Industry
Tadikonda, Satish, William Marks, and Kevin Emancipator. "Thermo Fisher Scientific: Foray into Contract Research." Harvard Business School Case 824-073, October 2023. (Revised May 2024.)
- January 2014
- Case
Anglo American: Implementing a 'Social Way' for Global Mining
By: Christopher Marquis, David Plumb, Tom Blathwayt and Zoe Yang
The mining giant Anglo American attempts to differentiate itself through its social performance, yet public expectations are still growing. Maintaining a "social license" to operate was increasingly challenging and critical to business success.
The case... View Details
Keywords: Global Mining; Localization; Socioeconomic Issues; Procurement; Corporate Social Responsibility and Impact; Supply Chain Management; Globalization; Reputation; Emerging Markets; Mining Industry; South Africa
Marquis, Christopher, David Plumb, Tom Blathwayt, and Zoe Yang. "Anglo American: Implementing a 'Social Way' for Global Mining." Harvard Business School Case 414-063, January 2014.
- 16 Oct 2017
- News
Gun waiting periods could save hundreds of lives a year, study says
- TeachingInterests
MBA Elective Curriculum Business-to-Business Marketing
Business markets differ from consumer markets in important ways. Typically, the buying process is more complex, the buying units and purchase criteria differ, and marketing decisions are more closely interrelated with firm-wide strategic choices. In addition,... View Details