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Show Results For
- All HBS Web
(658)
- News (76)
- Research (520)
- Events (3)
- Multimedia (3)
- Faculty Publications (318)
- 2024
- Working Paper
Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization
This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details
Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization
Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
- 21 May 2007
- Research & Ideas
Fixing the Marketing-CEO Disconnect
In most companies, no one knows and understands your customers and their changing needs better than the marketing department. Certainly that knowledge should be routinely presented and understood by the chief executive and board of... View Details
Keywords: by Sean Silverthorne
- May 2024
- Background Note
Pricing Strategy and Channels of Distribution: Where Value Delivery and Value Capture Intersect
By: Elie Ofek
Channels of distribution are a critical component of a firm’s go-to-market strategy. A company may elect to sell its products directly to customers (DTC) without the assistance of any intermediaries or, alternatively, it may seek several channel partners to help it... View Details
Ofek, Elie. "Pricing Strategy and Channels of Distribution: Where Value Delivery and Value Capture Intersect." Harvard Business School Background Note 524-093, May 2024.
- January 2012 (Revised August 2020)
- Case
The Swatch Group
By: Rohit Deshpandé, Karol Misztal and Daniela Beyersdorfer
In March 2011, Nicolas Hayek, the CEO of the leading Swiss watch manufacturer Swatch Group, reflected on the positioning of Omega, its revived flagship brand. Which marketing strategy would best allow it to confront its main competitor Rolex? And how would potential... View Details
Keywords: Marketing Strategy; Brands and Branding; Segmentation; Product Positioning; Manufacturing Industry; Consumer Products Industry; Apparel and Accessories Industry
Deshpandé, Rohit, Karol Misztal, and Daniela Beyersdorfer. "The Swatch Group." Harvard Business School Case 512-052, January 2012. (Revised August 2020.)
- April 2006 (Revised March 2007)
- Case
PayPal Merchant Services
By: Thomas R. Eisenmann and Lauren Barley
In early 2006, PayPal management is deciding how to respond to Google's entry into online payments. PayPal, owned by eBay, has targeted online merchants outside eBay's auction community for its next wave of expansion. Google represents a potential threat to PayPal's... View Details
Keywords: Internet and the Web; Competition; Expansion; Service Operations; Auctions; Web Services Industry; Service Industry
Eisenmann, Thomas R., and Lauren Barley. "PayPal Merchant Services." Harvard Business School Case 806-188, April 2006. (Revised March 2007.)
- December 2023 (Revised February 2024)
- Case
21Seeds: Taking Shots at Breakout Growth
21Seeds, a female-founded flavor-infused tequila startup launched in 2019, had made inroads into the alcoholic beverage industry by focusing on an underserved consumer segment in spirits—women, primarily in their 30s and 40s, many of whom were moms—and by following a... View Details
Keywords: Mergers and Acquisitions; Business Startups; Growth and Development Strategy; Brands and Branding; Product Positioning; Distribution Channels; Sales; Food and Beverage Industry
Ofek, Elie, Julian De Freitas, Michael Moynihan, and Nicole Tempest Keller. "21Seeds: Taking Shots at Breakout Growth." Harvard Business School Case 524-008, December 2023. (Revised February 2024.)
- July–August 2017
- Article
Why Outlet Stores Exist: Averting Cannibalization in Product Line Extensions
By: Donald Ngwe
Outlet stores are a large and growing component of many firms' retailing strategies, particularly in the fashion industry. Outlet stores offer attractive prices in locations far from central shopping districts. The main perspectives on why outlet stores exist can be... View Details
Keywords: Fashion; Industrial Organization; Outlet Stores; Price Discrimination; Retail; Channel Management; Luxury; Product Marketing; Price; Retail Industry; Fashion Industry
Ngwe, Donald. "Why Outlet Stores Exist: Averting Cannibalization in Product Line Extensions." Marketing Science 36, no. 4 (July–August 2017): 523–541.
- 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
- 2013
- Case
The COFCO Group
By: F. Warren McFarlan, Zheng Xiaoming and Ziqian Zhao
COFCO was China's sole legitimate window for agricultural foreign trade before 1987. The reform of China's foreign trade system beginning in 1987 cost COFCO its monopoly position. Subsequently, the SOE giant capitalized on its foreign trade expertise to strategically... View Details
McFarlan, F. Warren, Zheng Xiaoming, and Ziqian Zhao. "The COFCO Group." Tsinghua University Case, 2013.
- November 2023
- Teaching Plan
Geely SEA: New Electric Vehicle Platforms
By: Willy Shih
Teaching Plan for HBS Case No. 622-001. Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized... View Details
- January 2007
- Case
AMD: A Customer-Centric Approach to Innovation
By: Elie Ofek and Lauren Barley
AMD's launch of the Opteron microprocessor in 2003 has allowed the company to make inroads into the lucrative server segment. A long-time follower to Intel, AMD management felt it was in a position to lead the microprocessor industry in new directions. However, in 2006... View Details
Keywords: Customer Focus and Relationships; Price; Leadership; Brands and Branding; Product Launch; Product Development; Competitive Strategy; Customization and Personalization; Semiconductor Industry
Ofek, Elie, and Lauren Barley. "AMD: A Customer-Centric Approach to Innovation." Harvard Business School Case 507-037, January 2007.
- September 2008 (Revised October 2008)
- Case
Marc Abrahams: Annals of an Improbable Entrepreneur
By: Boris Groysberg and Michael Slind
Marc Abrahams was a media entrepreneur who specialized in science humor. In 2008, he sought to boost the scale and monetization potential of his business. That business, called Improbable Research, encompassed a magazine (Annals of Improbable Research), a high-profile... View Details
Keywords: Entrepreneurship; Selection and Staffing; Human Capital; Growth and Development Strategy; Brands and Branding; Personal Development and Career
Groysberg, Boris, and Michael Slind. "Marc Abrahams: Annals of an Improbable Entrepreneur." Harvard Business School Case 409-013, September 2008. (Revised October 2008.)
- Web
The Five Forces - Institute For Strategy And Competitiveness
competitor to another. They can play rivals against each other—especially if an industry’s products are undifferentiated, it’s inexpensive to switch loyalties, and price trumps quality. There may be multiple buyer segments in a given... View Details
- 2013
- Teaching Note
The COFCO Group (TN)
By: F. Warren McFarlan, Zheng Xiaoming and Ziqian Zhao
COFCO was China's sole legitimate window for agricultural foreign trade before 1987. The reform of China's foreign trade system beginning in 1987 cost COFCO its monopoly position. Subsequently, the SOE giant capitalized on its foreign trade expertise to strategically... View Details
McFarlan, F. Warren, Zheng Xiaoming, and Ziqian Zhao. "The COFCO Group (TN)." Tsinghua University Teaching Note, 2013.
- Research Summary
Simultaneous Distinction, Democratization and Omnivorism Effects: A Longitudinal Analysis of Dynamic Symbolic Boundaries in Counterfeit Consumption Networks
Sociologists have long examined the interactive relationship between social structure, taste and power. This literature has overwhelmingly fallen into three, ostensibly competing, theoretical “camps”: Distinction, where high-status consumers use... View Details
- 07 Jun 2016
- Op-Ed
Can Brand Trump Win a Presidency?
lifestyle, these other products can add brand value and, being produced by others under license, they deliver some extra profit to the Trump organization. "In the world of representative democracy, you have to be the market share... View Details
- November 2012 (Revised August 2014)
- Case
Cisco in 2012: Reorganizing for Efficiency and Flexibility
By: Ranjay Gulati, Alison Berkley Wagonfeld and Luciana Silvestri
In 2012, Cisco was under intense pressure to show results: growth in its core business was decelerating and a number of exploratory ventures and acquisitions had not proven as profitable as expected. CEO John Chambers vowed to restore the company's health in a way that... View Details
Keywords: Organizational Change and Adaptation; Restructuring; Adaptation; Performance Efficiency; Emerging Markets; Information Technology Industry
Gulati, Ranjay, Alison Berkley Wagonfeld, and Luciana Silvestri. "Cisco in 2012: Reorganizing for Efficiency and Flexibility." Harvard Business School Case 413-069, November 2012. (Revised August 2014.)
- February 2013 (Revised December 2015)
- Case
Groom Energy Solutions: Selling Efficiency
By: Michael W. Toffel, Kira R. Fabrizio and Stephanie van Sice
Groom Energy Solutions helps organizations reduce their energy use and costs through the implementation of energy efficiency measures, which create long-term financial and environmental benefits. With early success serving customers in the cold storage and industrial... View Details
Keywords: Groom Energy Solutions; Jon Guerster; Salem, MA; Energy Management; Energy Efficiency Paradox; Sustainability Management; Manufacturing; Cold Storage; Commercial Real Estate; Enterprise Smart Grid; Carbon Accounting; LED Lighting; Sustainability Research; Entrepreneurship; Environmental Entrepreneurship; Energy Entrepreneurship; Energy Services; Electricity; Startup; Expansion; Growth; Sustainability; Business Startups; Forecasting and Prediction; Energy Conservation; Revenue; Geographic Location; Human Resources; Management; Growth and Development Strategy; Market Entry and Exit; Operations; Service Delivery; Strategic Planning; Science; Environmental Sustainability; Climate Change; Society; Social Issues; Technology Adoption; Energy Industry; Green Technology Industry; Technology Industry; Utilities Industry; United States; Boston
Toffel, Michael W., Kira R. Fabrizio, and Stephanie van Sice. "Groom Energy Solutions: Selling Efficiency." Harvard Business School Case 613-054, February 2013. (Revised December 2015.)
- 19 Oct 2010
- First Look
First Look: October 19, 2010
suitable for use in courses or modules in pricing, entrepreneurial management, strategy, or marketing. Purchase this note:http://cb.hbsp.harvard.edu/cb/product/811016-PDF-ENG Integrating Around the Job to Be Done Clayton M. ChristensenHarvard Business School Module... View Details
Keywords: Sean Silverthorne
- 10 Feb 2016
- HBS Seminar