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- March 2022
- Article
Learning to Rank an Assortment of Products
By: Kris Ferreira, Sunanda Parthasarathy and Shreyas Sekar
We consider the product ranking challenge that online retailers face when their customers typically behave as “window shoppers”: they form an impression of the assortment after browsing products ranked in the initial positions and then decide whether to continue... View Details
Keywords: Online Learning; Product Ranking; Assortment Optimization; Learning; Internet and the Web; Product Marketing; Consumer Behavior; E-commerce
Ferreira, Kris, Sunanda Parthasarathy, and Shreyas Sekar. "Learning to Rank an Assortment of Products." Management Science 68, no. 3 (March 2022): 1828–1848.
- October 2015 (Revised November 2016)
- Background Note
'World-Class' Universities: Rankings and Reputation in Global Higher Education
By: William C. Kirby and Joycelyn W. Eby
Discussions of "world-class" universities have become an academic cottage industry in the 21st century, and definitions of the term are complex and at times contradictory. This background note traces the origins of university ranking systems and their evolution from a... View Details
Keywords: Rankings; University Faculty; University Curriculum; University Administration; Higher Education; Education Industry
Kirby, William C., and Joycelyn W. Eby. "'World-Class' Universities: Rankings and Reputation in Global Higher Education." Harvard Business School Background Note 316-065, October 2015. (Revised November 2016.)
- May 2023
- Article
Self-Preferencing at Amazon: Evidence from Search Rankings
By: Chiara Farronato, Andrey Fradkin and Alexander MacKay
We study whether Amazon engages in self-preferencing on its marketplace by favoring its own brands (e.g., Amazon Basics) in search. To address this question, we collect new micro-level consumer search data using a custom browser extension installed by a panel of study... View Details
Farronato, Chiara, Andrey Fradkin, and Alexander MacKay. "Self-Preferencing at Amazon: Evidence from Search Rankings." AEA Papers and Proceedings 113 (May 2023): 239–243.
- June 1994
- Case
Green Marketing at Rank Xerox
Xerox Corp. is on the verge of launching a new line of photocopiers made largely from refurbished or recycled parts. In spite of this reclaimed content, the company intends to position the machines as "new." The move is a response to growing environmental pressures in... View Details
Keywords: Product Positioning; Machinery and Machining; Environmental Sustainability; Consumer Products Industry; Consumer Products Industry; Europe
Rayport, Jeffrey F. "Green Marketing at Rank Xerox." Harvard Business School Case 594-047, June 1994.
- 11 Aug 2016
- Cold Call Podcast
Why College Rankings Keep Deans Awake at Night
the rating system. He said that federal financial aid should go to those schools that perform the best. The President eventually abandoned the idea after hearing from many college presidents that there is simply no way to reliably rate and View Details
- 07 Jul 2003
- What Do You Think?
Can We Have Too Much Productivity Improvement?
by economists from Alan Greenspan on down? Will it add to the ranks of the unemployed with attendant social and psychological costs, costs not factored into productivity calculations? Or does it provide the... View Details
Keywords: by James Heskett
- Teaching Interest
Leading Product Innovation
By: Stefan H. Thomke
For several years, Apple has ranked as the most innovative business in the world. How does this winning company continue to achieve success in its quest to develop—in the words of Steve Jobs—insanely great products? This program takes a deep dive into the latest... View Details
- 30 Sep 2013
- Research & Ideas
Do Mergers Hurt Product Quality?
comparative consumer product reviews since 1936. The publication ranks competitive brands according to quality, based on in-house testing and customer surveys, and publishes the products' retail prices.... View Details
- 25 Apr 2005
- Research & Ideas
New Learning at American Home Products
pharmaceutical companies in 1984, American Home Products ranked first in sales and twenty-eighth in R&D expenditures as a percentage of sales.23 As the historian Williams Haynes noted, by the end of the... View Details
- Summer 2017
- Article
Performance Feedback in Competitive Product Development
By: Daniel P. Gross
Performance feedback is ubiquitous in competitive settings where new products are developed. This article introduces a fundamental tension between incentives and improvement in the provision of feedback. Using a sample of 4,294 commercial logo design tournaments, I... View Details
Keywords: Feedback; Evaluation; Tournaments; Innovation; Performance Evaluation; Motivation and Incentives; Rank and Position; Product Development; Learning
Gross, Daniel P. "Performance Feedback in Competitive Product Development." RAND Journal of Economics 48, no. 2 (Summer 2017): 438–466.
- Spring 2016
- Article
Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design
By: Kevin J. Boudreau, Karim R. Lakhani and Michael E. Menietti
Tournaments are widely used in the economy to organize production and innovation. We study individual contestant-level data from 2,796 contestants in 774 software algorithm design contests with random assignment. Precisely conforming to theory predictions, the... View Details
Boudreau, Kevin J., Karim R. Lakhani, and Michael E. Menietti. "Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design." RAND Journal of Economics 47, no. 1 (Spring 2016): 140–165.
- 12 Mar 2024
- Research & Ideas
Publish or Perish: What the Research Says About Productivity in Academia
average earnings of $130,000 a year. Nearly half of earnings variations within fields can be attributed to differences in where professors worked and the ranks they attained. Professors earned the highest earnings and adjunct faculty the... View Details
- November 2014
- Case
Nestlé SA, 2014
By: John R. Wells and Galen Danskin
In 2014, Nestlé was the largest producer of packaged foods and beverages in the world. 2013 revenues were $103.7 billion and operating profits $16.1 billion (15.5% of sales). The company owned 29 mega brands, each generating more than Euro 1 billion ($1.25 billion).... View Details
- October 2010
- Journal Article
The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization on Corporate Hierarchies
By: Maria Guadalupe and Julie Wulf
This paper establishes a causal effect of product market competition on various characteristics of organizational design. Using a unique panel-dataset on firm hierarchies of large U.S. firms (1986-1999) and a quasi-natural experiment (trade liberalization), we find... View Details
Keywords: Business Ventures; Product; Markets; Competition; Organizational Design; Governing Rules, Regulations, and Reforms; Rank and Position; Organizational Structure; Decision Choices and Conditions; Change; Trade; United States
Guadalupe, Maria, and Julie Wulf. "The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization on Corporate Hierarchies." American Economic Journal: Applied Economics 2, no. 4 (October 2010).
- 27 Jun 2024
- Research & Ideas
Gen AI Marketing: How Some 'Gibberish' Code Can Give Products an Edge
on which side you’re looking from.” It also expands the debate around similar practices in search-engine optimization. Just as marketers were able to figure out how to adjust product descriptions to rank... View Details
- January 2009 (Revised June 2024)
- Case
Design Thinking and Innovation at Apple
By: Stefan Thomke and Barbara Feinberg
Describes Apple's approach to innovation, management, and design thinking. For several years, Apple has been ranked as the most innovative company in the world, but how it has achieved such success remains mysterious because of the company's obsession with secrecy.... View Details
Keywords: Design; Corporate Entrepreneurship; Innovation and Management; Product Design; Product Development; Research and Development; Creativity; Technology Industry
Thomke, Stefan, and Barbara Feinberg. "Design Thinking and Innovation at Apple." Harvard Business School Case 609-066, January 2009. (Revised June 2024.)
- July 2021 (Revised October 2021)
- Case
Allianz Customer Centricity: Is Simplicity the Way Forward?
By: Eva Ascarza and Emilie Billaud
This case explores the tradeoffs between product personalization and simplicity as companies grow. The case presents an opportunity to understand whether and how each of these approaches enables and/or limits companies’ abilities to provide customer satisfaction while... View Details
Keywords: Simplicity; Customer Focus and Relationships; Customization and Personalization; Customer Satisfaction; Performance Efficiency; Strategy; Insurance Industry; Europe; Germany
Ascarza, Eva, and Emilie Billaud. "Allianz Customer Centricity: Is Simplicity the Way Forward?" Harvard Business School Case 522-008, July 2021. (Revised October 2021.)
- December 2008 (Revised April 2009)
- Background Note
China's Energy Industry
By: F. Warren McFarlan, George Baroutas and Tracy Manty
China is ranked the world's second largest consumer of energy. This note provides background on China's energy industry and provides details on China's leading state-owned energy companies, production and consumption statistics, and government policies in support of... View Details
McFarlan, F. Warren, George Baroutas, and Tracy Manty. "China's Energy Industry." Harvard Business School Background Note 309-057, December 2008. (Revised April 2009.)
- February 2008 (Revised September 2010)
- Case
LeapFrog Enterprises
By: Lynda M. Applegate and Elizabeth Collins
Explores the success factors leading to the company's rise to the number three ranking in the aggressively competitive toy industry. LeapFrog has made the strategic decision to expand beyond the toy industry and enter the educational technology and services industry.... View Details
Keywords: Business Model; Entrepreneurship; Growth and Development Strategy; Market Entry and Exit; Expansion; Consumer Products Industry; Consumer Products Industry
Applegate, Lynda M., and Elizabeth Collins. "LeapFrog Enterprises." Harvard Business School Case 808-109, February 2008. (Revised September 2010.)
- February 2012
- Case
Henkel: Building a Winning Culture
By: Robert Simons and Natalie Kindred
This case illustrates a CEO-led organizational transformation driven by stretch goals, performance measurement, and accountability. When Kasper Rorsted became CEO of Henkel, a Germany-based producer of personal care, laundry, and adhesives products, in 2008, he was... View Details
Keywords: Performance Measurement; Performance Appraisals; Human Resource Management; Values; Organizational Transformations; Pay For Performance; Strategy Execution; Values and Beliefs; Work-Life Balance; Organizational Culture; Human Resources; Performance Evaluation; Compensation and Benefits
Simons, Robert, and Natalie Kindred. "Henkel: Building a Winning Culture." Harvard Business School Case 112-060, February 2012.