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Show Results For
- All HBS Web
(929)
- News (134)
- Research (665)
- Events (5)
- Multimedia (8)
- Faculty Publications (444)
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- 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.
- December 2022
- Article
When and How Should Firms Differentiate? Quality and Advertising Decisions in a Duopoly
By: Dominique Olié Lauga, Elie Ofek and Zsolt Katona
A prominent hallmark of competitive interaction is the desire to differentiate from rivals. In this article, the authors examine under what conditions firms will differentiate through product quality versus advertising intensity. Firms select quality in a first stage,... View Details
Lauga, Dominique Olié, Elie Ofek, and Zsolt Katona. "When and How Should Firms Differentiate? Quality and Advertising Decisions in a Duopoly." Journal of Marketing Research (JMR) 59, no. 2 (December 2022): 1252–1265.
- 19 Oct 2010
- First Look
First Look: October 19, 2010
segmentations that are based on a correlation of product sales or service with the attributes of the purchaser (such as age, gender, income level, and education level), jobs-based segmentation seeks to... View Details
Keywords: Sean Silverthorne
- 23 Nov 2010
- First Look
First Look: November 23
Publications Blind Ethics: Closing One's Eyes Polarizes Moral Judgment and Discourages Dishonest Behavior Authors: E. M. Caruso and F. Gino Publication: Cognition (forthcoming) Abstract Four experiments demonstrate that closing one's eyes affects ethical judgment and... View Details
Keywords: Sean Silverthorne
- 10 May 2011
- Working Paper Summaries
The Impact of Forward-Looking Metrics on Employee Decision Making
- October 2022
- Article
A Structural Model of Organizational Buying for Business-to-Business Markets: Innovation Adoption with Share-of-Wallet Contracts
By: Navid Mojir and K. Sudhir
The paper develops the first structural model of organizational buying to study innovation diffusion in a B2B market. Our model is particularly applicable for routinized exchange relationships, whereby centralized buyers periodically evaluate and choose contracts,... View Details
Keywords: Organizational Buying Behavior; Healthcare Marketing; B2B Markets; B2B Innovation; New Product Diffusion; New Product Adoption; Organizations; Acquisition; Behavior; Health Care and Treatment; Marketing; Innovation and Invention
Mojir, Navid, and K. Sudhir. "A Structural Model of Organizational Buying for Business-to-Business Markets: Innovation Adoption with Share-of-Wallet Contracts." Journal of Marketing Research (JMR) 59, no. 5 (October 2022): 883–907.
- October 2011 (Revised May 2015)
- Case
The American Repertory Theater
By: Rohit Deshpande, Allen S. Grossman and Ryan Johnson
When Diane Paulus, artistic director and CEO of the American Repertory Theater (A.R.T.) first started in 2008, she attracted media coverage around an aesthetic that aimed to give the audience more ownership over the theater experience, excited theatergoers by... View Details
Keywords: Advertising Campaigns; Arts; Business Model; Leading Change; Media; Organizational Change and Adaptation; Nonprofit Organizations; Competitive Strategy; Entertainment and Recreation Industry; North and Central America
Deshpande, Rohit, Allen S. Grossman, and Ryan Johnson. "The American Repertory Theater." Harvard Business School Case 512-026, October 2011. (Revised May 2015.)
- November 2006
- Case
Organics: Coming Center Stage?
By: James E. Austin and Reed Martin
The organics movement has certainly come a long way. From hippie farming communes and a scattering of natural food stores in the 1960s, organics outgrew its origins as a counterculture curiosity of the 1970s to become the fastest growing segment of the food industry in... View Details
- 24 Jul 2023
- Research & Ideas
Part-Time Employees Want More Hours. Can Companies Tap This ‘Hidden’ Talent Pool?
jobs that balance with personal circumstances. 29 percent said that they work part-time due to caregiving responsibilities. Spotlight on women and caregivers Caregivers are the largest segment of these untapped workers, comprising a third... View Details
Keywords: by Kara Baskin
- Research Summary
The Value of Family Ownership, Control, and Management
In collaboration with Professor Raphael Amit of Wharton, Belén Villalonga is investigating how family ownership, control, and management affect firm value. Their forthcoming Journal of Financial... View Details
- March 2022 (Revised July 2022)
- Teaching Note
Camera IQ and the Metaverse: Building Augmented Reality Brand Experiences
By: Jill Avery
Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales... View Details
Keywords: Brand Management; Virtual Reality; Augmented Reality; B2B; E-commerce; Technology Platform; Marketing; Marketing Communications; Marketing Strategy; Brands and Branding; Digital Marketing; Internet and the Web; Growth Management; Customer Relationship Management; Customer Value and Value Chain; Social Media; Applications and Software; Digital Platforms; Advertising Industry; United States
- March 2020 (Revised June 2023)
- Case
EyeControl: Inspiring Communication
By: Paul A. Gompers and Danielle Golan
Eye-controlled communication device startup EyeControl was founded in Tel Aviv, Israel in 2016 by cofounders with a shared personal connection to locked-in syndrome—a neurological disorder that left sufferers cognitively sound, yet paralyzed, with the exception of eye... View Details
Keywords: Health Disorders; Communication Technology; Business Startups; Expansion; Finance; Decision Making; Social Enterprise; Medical Devices and Supplies Industry
Gompers, Paul A., and Danielle Golan. "EyeControl: Inspiring Communication." Harvard Business School Case 820-078, March 2020. (Revised June 2023.)
- November 2015 (Revised February 2016)
- Case
Allianz Turkey: Focus on the Customer (A)
By: W. Earl Sasser and Gamze Yucaoglu
At the age of 39, Solmaz Altın took over the helm at Allianz Turkey. Solmaz quickly realized that, although the insurance market was thinly penetrated in Turkey, the company was operating in a very competitive environment with pressure on prices and, hence, cost... View Details
Keywords: Service Excellence; Customer Experience; Customer Service; Emerging Market; Customer Focus; Net Promoter Score; Customer Relationship Management; Competition; Leading Change; Service Operations; Emerging Markets; Customer Satisfaction; Insurance Industry; Turkey
Sasser, W. Earl, and Gamze Yucaoglu. "Allianz Turkey: Focus on the Customer (A)." Harvard Business School Case 316-093, November 2015. (Revised February 2016.)
- 20 Mar 2012
- First Look
First Look: March 20
data driven approach to management. The case explores Ctrip's founding and early growth; its expansion into multiple market segments including hotel reservations, air ticketing, leisure travel, and corporate travel; and the sources of its... View Details
Keywords: 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.
- October 2020
- Article
The Supply Chain Economy: A New Industry Categorization for Understanding Innovation in Services
By: Mercedes Delgado and Karen G. Mills
An active debate has centered on the importance of manufacturing for driving innovation in the U.S. economy. This paper offers an alternative framework that focuses on the role of suppliers of goods and services (the “supply chain economy”) in national performance. We... View Details
Keywords: Supply Chain Industries; Business-to-consumer Industries; Services; Innovation; Economy; Framework; Supply Chain; Service Operations; Innovation and Invention; Economic Growth; United States
Delgado, Mercedes, and Karen G. Mills. "The Supply Chain Economy: A New Industry Categorization for Understanding Innovation in Services." Research Policy 49, no. 8 (October 2020).
- 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.
- July 2023
- Case
HealthVerity: Real World Data and Evidence
By: Satish Tadikonda
Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details
Tadikonda, Satish. "HealthVerity: Real World Data and Evidence." Harvard Business School Case 824-019, July 2023.
- January – February 2011
- Article
'Bricks and Clicks': The Impact of Product Returns on the Strategies of Multichannel Retailers
By: Elie Ofek, Zsolt Katona and Miklos Sarvary
The Internet has increased the flexibility of retailers, allowing them to operate an online arm in addition to their physical stores. The online channel offers potential benefits in selling to customer segments that value the convenience of online shopping, but it also... View Details
Ofek, Elie, Zsolt Katona, and Miklos Sarvary. "'Bricks and Clicks': The Impact of Product Returns on the Strategies of Multichannel Retailers." Marketing Science 30, no. 1 (January–February 2011).
- 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.)