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Show Results For
- All HBS Web
(8,609)
- People (21)
- News (1,755)
- Research (5,672)
- Events (73)
- Multimedia (77)
- Faculty Publications (3,964)
- 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.
- 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.
- 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.
- May 2021
- Article
Is No News (Perceived as) Bad News? An Experimental Investigation of Information Disclosure
By: Ginger Zhe Jin, Michael Luca and Daniel Martin
This paper uses laboratory experiments to directly test a central prediction of disclosure theory: that strategic forces can lead those who possess private information to voluntarily provide it. In a simple sender-receiver game, we find that senders disclose favorable... View Details
Keywords: Communication Games; Disclosure; Unraveling; Experiments; Information; Product; Quality; Communication; Consumer Behavior
Jin, Ginger Zhe, Michael Luca, and Daniel Martin. "Is No News (Perceived as) Bad News? An Experimental Investigation of Information Disclosure." American Economic Journal: Microeconomics 13, no. 2 (May 2021): 141–173.
- January 2022
- Case
SpartanNash Company: The Amazon Warrants (A)
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants in almost 20... View Details
Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Food and Beverage Industry; Food and Beverage Industry; United States
Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "SpartanNash Company: The Amazon Warrants (A)." Harvard Business School Case 222-022, January 2022.
- 2023
- Working Paper
The Complexity of Economic Decisions
By: Xavier Gabaix and Thomas Graeber
We propose a theory of the complexity of economic decisions. Leveraging a macroeconomic framework of production functions, we conceptualize the mind as a cognitive economy, where a task’s complexity is determined by its composition of cognitive operations. Complexity... View Details
Gabaix, Xavier, and Thomas Graeber. "The Complexity of Economic Decisions." Harvard Business School Working Paper, No. 24-049, February 2024.
- 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.
- 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.)
- 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
- 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.
- 06 Mar 2017
- Research & Ideas
Why Comparing Apples to Apples Online Leads To More Fruitful Sales
assistant professor in the Marketing Unit at Harvard Business School and an affiliate of Harvard’s Center for Brain Sciences, who studies the neural and psychological factors that underlie View Details
- 11 Nov 2013
- Research & Ideas
A Smarter Way to Reduce Customer Defections
Companies spend significant sums to acquire customers. Once hooked, marketers protect those investments by attempting to keep patrons happy, engaged, and most of all, loyal. Reducing customer attrition, or "churn" in marketing parlance,... View Details
- 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 1998 (Revised November 1999)
- Case
Chantal Cookware Corp.
By: H. Kent Bowen, Paul W. Marshall and Stephanie Dodson
Chantal Cookware is a small, private company with a 15-year record of success in the design, assembly, and sale of high-end cookware. It experiences serious setbacks when consumers' tastes shift from colorful enamel-on-steel products to commercial-style cookware.... View Details
Keywords: Consumer Behavior; Strategic Planning; Market Entry and Exit; Product Positioning; Trends; Manufacturing Industry
Bowen, H. Kent, Paul W. Marshall, and Stephanie Dodson. "Chantal Cookware Corp." Harvard Business School Case 699-023, October 1998. (Revised November 1999.)
- 2019
- Working Paper
Managing Churn to Maximize Profits
By: Aurelie Lemmens and Sunil Gupta
Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability, or their responsiveness to a... View Details
Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit
Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Harvard Business School Working Paper, No. 14-020, September 2013. (Revised December 2019. Forthcoming at Marketing Science.)
- March 2006
- Background Note
Customer-Introduced Variability in Service Operations
By: Frances X. Frei
Presents a typology of customer-introduced variability and offers guidance on how to manage each type. Central to the ideas developed is how to mitigate the effects of the apparent trade-off between reducing variability and diminishing the service experience or... View Details
Frei, Frances X. "Customer-Introduced Variability in Service Operations." Harvard Business School Background Note 606-063, March 2006.
- 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.
- Web
2024 Reunion Presentations - Alumni
consumerism in health care, large tech companies and retailers are making bold moves into the industry. These health care “entrants” aim to leverage their general skills in serving consumers to address... View Details
- 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.
- 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.)