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Show Results For
- All HBS Web
(8,608)
- People (21)
- News (1,755)
- Research (5,672)
- Events (73)
- Multimedia (77)
- Faculty Publications (3,964)
- July 2005 (Revised April 2006)
- Case
Carnival Cruise Lines
By: Lynda M. Applegate, Robert Kwortnik and Gabriele Piccoli
Highlights the potential value of customer data and the choices and challenges the firm faces when attempting to capture this value. Carnival collects a significant amount of individual-level behavioral and demographic customer data. Senior management must now decide... View Details
Keywords: Consumer Behavior; Demographics; Customer Relationship Management; Knowledge Use and Leverage; Performance Improvement; Business Strategy; Travel Industry; Tourism Industry
Applegate, Lynda M., Robert Kwortnik, and Gabriele Piccoli. "Carnival Cruise Lines." Harvard Business School Case 806-015, July 2005. (Revised April 2006.)
- October 2024
- Article
Canary Categories
By: Eric Anderson, Chaoqun Chen, Ayelet Israeli and Duncan Simester
Past customer spending in a category is generally a positive signal of future customer spending. We show that there exist “canary categories” for which the reverse is true. Purchases in these categories are a signal that customers are less likely to return to that... View Details
Keywords: Churn; Churn Management; Churn/retention; Assortment Planning; Retail; Retailing; Retailing Industry; Preference Heterogeneity; Assortment Optimization; Customers; Retention; Consumer Behavior; Forecasting and Prediction; Retail Industry
Anderson, Eric, Chaoqun Chen, Ayelet Israeli, and Duncan Simester. "Canary Categories." Journal of Marketing Research (JMR) 61, no. 5 (October 2024): 872–890.
- August 2019 (Revised February 2020)
- Teaching Note
Sidewalk Labs: Privacy in a City Built from the Internet Up
By: Leslie John and Mitch Weiss
Email mking@hbs.edu for a courtesy copy.
The case serves as a microcosm of issues of digital privacy: the availability of data – personal data in particular – has tremendous potential to improve people’s lives... View Details
The case serves as a microcosm of issues of digital privacy: the availability of data – personal data in particular – has tremendous potential to improve people’s lives... View Details
Keywords: Privacy; Privacy By Design; Privacy Regulation; Platforms; Data; Data Security; Behavioral Science; Analytics and Data Science; Safety; Entrepreneurship; Business and Government Relations; Consumer Behavior; Digital Platforms
John, Leslie, and Mitch Weiss. "Sidewalk Labs: Privacy in a City Built from the Internet Up." Harvard Business School Teaching Note 820-023, August 2019. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
- August 2010 (Revised October 2014)
- Case
Herborist
By: John Deighton, Leora Kornfeld, Yanqun He and Qingyun Jiang
Global brands such as L'Oreal and Oil of Olay dominate China's skin care market. A Chinese domestic brand, after some success in partnership with Sephora in Europe, aspires to challenge the French and U.S. brands' hold on the China market. It must decide how to segment... View Details
Keywords: Cross-Cultural and Cross-Border Issues; Product Marketing; Product Positioning; Demand and Consumers; Competitive Strategy; Segmentation; Beauty and Cosmetics Industry; China
Deighton, John, Leora Kornfeld, Yanqun He, and Qingyun Jiang. "Herborist." Harvard Business School Case 511-051, August 2010. (Revised October 2014.) (request a courtesy copy.)
- October 2022
- Exercise
Shanty Real Estate: Confidential Information for Homebuyer 1
By: Michael Luca, Jesse M. Shapiro and Nathan Sun
Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details
Keywords: Data-driven Decision-making; Decisions; Negotiation; Bids and Bidding; Valuation; Consumer Behavior; Real Estate Industry
Luca, Michael, Jesse M. Shapiro, and Nathan Sun. "Shanty Real Estate: Confidential Information for Homebuyer 1." Harvard Business School Exercise 923-016, October 2022.
- 01 Oct 1997
- News
High Fives
Marilyn Goldstein Fedak Chief Investment Officer Sanford C. Bernstein & Co., Inc. New York, New York In 1993, Marilyn Fedak was named chief investment officer, chairman of the U.S. Equity Investment Policy Group, and a member of the board... View Details
- November 2000 (Revised May 2002)
- Case
FleetBoston Financial: Online Banking
By: Frances X. Frei and Hanna Rodriguez-Farrar
As the ninth largest bank holding company in the United States in 2000, FleetBoston Financial Corp. provided a myriad of financial services, including retail banking, loan origination, and brokerage accounts. This case explores how FleetBoston responded to the Internet... View Details
Keywords: Business Model; Borrowing and Debt; Cost Management; Banks and Banking; Consumer Behavior; Service Operations; Competition; Online Technology; Banking Industry; United States
Frei, Frances X., and Hanna Rodriguez-Farrar. "FleetBoston Financial: Online Banking." Harvard Business School Case 601-042, November 2000. (Revised May 2002.)
- October 2008 (Revised August 2010)
- Case
The Christmas Eve Closing
By: Peter Tufano
In 2002, two homeowners in Massachusetts are deciding whether to refinance their home less than two years after taking out an initial mortgage and a subsequent home equity line of credit. View Details
Tufano, Peter, and Andrea Ryan. "The Christmas Eve Closing." Harvard Business School Case 209-043, October 2008. (Revised August 2010.)
- 2023
- Working Paper
Design-Based Confidence Sequences: A General Approach to Risk Mitigation in Online Experimentation
By: Dae Woong Ham, Michael Lindon, Martin Tingley and Iavor Bojinov
Randomized experiments have become the standard method for companies to evaluate the performance of new products or services. In addition to augmenting managers’ decision-making, experimentation mitigates risk by limiting the proportion of customers exposed to... View Details
Keywords: Performance Evaluation; Research and Development; Analytics and Data Science; Consumer Behavior
Ham, Dae Woong, Michael Lindon, Martin Tingley, and Iavor Bojinov. "Design-Based Confidence Sequences: A General Approach to Risk Mitigation in Online Experimentation." Harvard Business School Working Paper, No. 23-070, May 2023.
- September 2018
- Article
Religious Shoppers Spend Less Money
By: Didem Kurt, J. Jeffrey Inman and Francesca Gino
Although religion is a central aspect of life for many people across the globe, there is scant research on how religion affects people’s non-religious routines. In the present research, we identify a frequent consumption activity that is influenced by religiosity:... View Details
Kurt, Didem, J. Jeffrey Inman, and Francesca Gino. "Religious Shoppers Spend Less Money." Journal of Experimental Social Psychology 78 (September 2018): 116–124.
- September 2013
- Article
Do Short Sellers Front-Run Insider Sales?
By: Mozaffar N. Khan and Hai Lu
We study the behavior of short sellers as informed market participants and examine potential sources of their information. Using a newly available dataset with high-frequency short sales data, we find evidence of significant increases in short sales immediately prior... View Details
Khan, Mozaffar N., and Hai Lu. "Do Short Sellers Front-Run Insider Sales?" Accounting Review 88, no. 5 (September 2013): 1743–1768.
- 2022
- Article
A Human-Centric Take on Model Monitoring
By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi
Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details
Shergadwala, Murtuza, Himabindu Lakkaraju, and Krishnaram Kenthapadi. "A Human-Centric Take on Model Monitoring." Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP) 10 (2022): 173–183.
- January 2025
- Technical Note
Get Cool: Air Conditioning Industry Background
By: Rosabeth Moss Kanter and Jacob A. Small
The “air conditioning paradox” is tied to climate change: the more the planet warms, the greater the need for cooling (due to the dangers of extreme heat as well as comfort within buildings), but the use of electricity-powered AC contributes to further warming. There... View Details
Keywords: Appliances; Global Warming; Energy Efficiency; Climate Change; Venture Capital; Demand and Consumers; Distribution Channels; Green Technology; United States; Asia
Kanter, Rosabeth Moss, and Jacob A. Small. "Get Cool: Air Conditioning Industry Background." Harvard Business School Technical Note 325-077, January 2025.
- 2006
- Working Paper
The Value of a 'Free' Customer
By: Sunil Gupta, Carl F. Mela and Jose M. Vidal-Sanz
Central to a firm's growth and marketing policy is the revenus and profit potential of its customer assets. As a result, there has been a recent proliferation of work regarding customer lifetime value. However, extant research in this area is silent regarding how to... View Details
Gupta, Sunil, Carl F. Mela, and Jose M. Vidal-Sanz. "The Value of a 'Free' Customer." Harvard Business School Working Paper, No. 07-035, December 2006.
- February 2017
- Case
Dick's Sporting Goods
By: Rajiv Lal, Jose B. Alvarez and Matthew G. Preble
Edward Stack, chairman and CEO of Dick’s Sporting Goods (DKS), faced a rapidly changing sporting goods landscape in October 2016. Two large competitors—The Sports Authority and Sport Chalet—had folded earlier that year, and DKS had to contend with increasingly robust... View Details
Keywords: Sporting Goods; Retail; Employees; Growth and Development Strategy; Growth Management; Product Marketing; Demand and Consumers; Consumer Behavior; Product; Service Delivery; Service Operations; Partners and Partnerships; Business Strategy; Competition; Corporate Strategy; Expansion; Internet and the Web; E-commerce; Retail Industry; United States; Pennsylvania
- 07 Jun 2010
- Research & Ideas
Improving Brand Recognition in TV Ads
some of those consumer eyeballs. In "Moment-to-Moment Optimal Branding in TV Commercials: Preventing Avoidance by Pulsing," forthcoming in Marketing Science, Teixeira and coauthors Michel Wedel of... View Details
- 2010
- Working Paper
Advertising Disclosures: Measuring Labeling Alternatives in Internet Search Engines
By: Benjamin Edelman and Duncan S. Gilchrist
In an online experiment, we measure users' interactions with search engines, both in standard configurations and in modified versions with clearer labels identifying search engine advertisements. In particular, for a random subset of users, we change "Sponsored links"... View Details
Keywords: Online Advertising; Interactive Communication; Corporate Disclosure; Labels; Marketing Strategy; Consumer Behavior; Internet; Search Technology
Edelman, Benjamin, and Duncan S. Gilchrist. "Advertising Disclosures: Measuring Labeling Alternatives in Internet Search Engines." Harvard Business School Working Paper, No. 11-048, November 2010. (Revised January 2011, January 2012.)
- September 2006 (Revised March 2007)
- Case
QuickBase
By: Clayton M. Christensen and Mark Szigety
Describes the challenge that engineers and marketing executives at Intuit Corp. faced when finding markets and applications for their QuickBase product. The breakthrough occurred when they abandoned their conventional modes of market segmentation, and instead strove to... View Details
- September 2014
- Case
Google Inc. in 2014 (Abridged)
By: Benjamin Edelman and Thomas R. Eisenmann
Describes Google's history, business model, governance structure, corporate culture, and processes for managing innovation. Reviews Google's recent strategic initiatives and the threats they pose to Yahoo, Microsoft, and others. Asks what Google should do next. View Details
Keywords: Search Engines; Google; Online Advertising; Internet and the Web; Network Effects; Business Model; Competition; Information Technology Industry; Advertising Industry
Edelman, Benjamin, and Thomas R. Eisenmann. "Google Inc. in 2014 (Abridged)." Harvard Business School Case 915-005, September 2014.