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- Faculty Publications (152)
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- All HBS Web (761)
- Faculty Publications (152)
- May 2017 (Revised March 2018)
- Case
Predicting Consumer Tastes with Big Data at Gap
By: Ayelet Israeli and Jill Avery
CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Consumer Products Industry; Fashion Industry; Retail Industry; United States; Canada; North America
Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
- May 2014
- Article
Cynicism in Negotiation: When Communication Increases Buyers' Skepticism
By: Eyal Ert, Stephanie J. Creary and Max H. Bazerman
The economic literature on negotiation shows that strategic concerns can be a barrier to agreement, even when the buyer values the good more than the seller. Yet behavioral research demonstrates that human interaction can overcome these strategic concerns through... View Details
Ert, Eyal, Stephanie J. Creary, and Max H. Bazerman. "Cynicism in Negotiation: When Communication Increases Buyers' Skepticism." Judgment and Decision Making 9, no. 3 (May 2014): 191–199.
- Article
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR website, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Perception; Internet and the Web; Investment
Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Journal of Financial Economics 116, no. 2 (May 2015): 410–431.
- 2014
- Working Paper
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Analytics and Data Science; Internet and the Web; Mathematical Methods; Corporate Finance
Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Harvard Business School Working Paper, No. 13-048, November 2012. (Revised September 2013, March 2014, June 2014, July 2014.)
- March 2019
- Article
A Structural Analysis of the Role of Superstars in Crowdsourcing Contests
By: Shunyuan Zhang, Param Singh and Anindya Ghose
We investigate the long-term impact of competing against superstars in crowdsourcing contests. Using a unique 50-month longitudinal panel data set on 1677 software design crowdsourcing contests, we illustrate a learning effect where participants are able to improve... View Details
Keywords: Crowdsourcing Contests; Superstar Effect; Bayesian Learning; Utility; Economics Of Information System; Dynamic Structural Model; Dynamic Programming; Markov Chain; Monte Carlo; Learning; Competition; Performance Improvement
Zhang, Shunyuan, Param Singh, and Anindya Ghose. "A Structural Analysis of the Role of Superstars in Crowdsourcing Contests." Information Systems Research 30, no. 1 (March 2019): 15–33.
- January 2021 (Revised March 2021)
- Case
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
- 05 Sep 2019
- Working Paper Summaries
The Value of Intermediation in the Stock Market
- Research Summary
Convergence of Media & Technology: Long-tail vs. Large body
What is the empirical relationship between preferences and technology adoption? Focus on information search & technology. Joint work with Bharat Anand View Details
- Research Summary
Consumer Behavior and Health
Professor Riis studies consumer behavior and health using the methods and theories of experimental psychology and behavioral economics. Particular problems that he is currently investigating include:
• Information use and decision making in food service... View Details
- 21 Jun 2018
- Blog Post
Living in a Dorm at HBS
If you could go back and change anything about your housing at HBS, what would it be? Nothing. I love my location, love the size of my room, love the convenience of a dorm, love the short lease, and love the people in my dorm. For more View Details
- July 1990 (Revised September 1995)
- Case
Singapore TradeNet: A Tale of One City
Describes the development of a new information technology-based trade document administration environment for the city-state of Singapore. A considerable effort, involving many governmental and private sector organizations, results in a new set of practices and... View Details
Keywords: Leadership; Information Technology; Emerging Markets; Policy; Public Administration Industry; Singapore
Konsynski, Benn R., and John L. King. "Singapore TradeNet: A Tale of One City." Harvard Business School Case 191-009, July 1990. (Revised September 1995.)
- October 2023
- Article
Matching Mechanisms for Refugee Resettlement
By: David Delacrétaz, Scott Duke Kominers and Alexander Teytelboym
Current refugee resettlement processes account for neither the preferences of refugees nor the priorities of hosting communities. We introduce a new framework for matching with multidimensional knapsack constraints that captures the (possibly multidimensional) sizes of... View Details
Keywords: Refugee Resettlement; Matching; Matching Markets; Matching Platform; Matching With Contracts; Algorithms; Refugees; Market Design
Delacrétaz, David, Scott Duke Kominers, and Alexander Teytelboym. "Matching Mechanisms for Refugee Resettlement." American Economic Review 113, no. 10 (October 2023): 2689–2717.
- Research Summary
Interviewing and Dating in Two-Sided Matching Markets: Coordination and Communication (joint with M. Schwarz)
We introduce the interview assignment problem, which generalizes the one-to-one matching model of Gale Shapley (1962) by including a stage of costly information acquisition. Agents do not know their preferences over potential partners unless they choose to conduct... View Details
- April 1980
- Case
Peter Green's First Day
Peter Green, a new salesperson for Scott Carpets, learns firsthand that his largest account has always been given a discount based on falsified information and expects the same preferred treatment to continue. Peter's boss condones the discount. Peter must decide... View Details
Matthews, John B., Jr., and Laura L. Nash. "Peter Green's First Day." Harvard Business School Case 380-186, April 1980.
- 17 Aug 2023
- Research & Ideas
‘Not a Bunch of Weirdos’: Why Mainstream Investors Buy Crypto
ability to examine financial information and the decisions of crypto and non-crypto investors to make comparisons. The breadth of the data also allowed the team to compare crypto investing behavior to traditional investment vehicles by... View Details
Keywords: by Ben Rand
- August 30, 2022
- Article
School Choice Increases Racial Segregation Even When Parents Do Not Care About Race
By: Kalinda Ukanwa, Aziza C. Jones and Broderick L. Turner Jr.
This research examines how school choice impacts school segregation. Specifically, this work demonstrates that even if parents do not take the racial demographics of schools into account, preference differences between Black and White parents for other school... View Details
Keywords: Decision Choices and Conditions; Race; Policy; Early Childhood Education; Middle School Education; Secondary Education
Ukanwa, Kalinda, Aziza C. Jones, and Broderick L. Turner Jr. "School Choice Increases Racial Segregation Even When Parents Do Not Care About Race." Proceedings of the National Academy of Sciences 119, no. 35 (August 30, 2022).
- Research Summary
Consumer Response to Online Ratings and Recommendations
Jolie is currently conducting several laboratory and field experiments to assess the tendency of individuals to employ predictable heuristics in complex information aggregation tasks, thus leading to search and choice behavior that is suboptimal relative to the fully... View Details
- September–October 2013
- Article
The Dynamic Advertising Effect of Collegiate Athletics
By: Doug J. Chung
I measure the spillover effect of intercollegiate athletics on the quantity and quality of applicants to institutions of higher education in the United States, popularly known as the "Flutie Effect." I treat athletic success as a stock of goodwill that decays over... View Details
Keywords: Choice Modeling; Entertainment Marketing; Heterogeneity; Panel Data; Structural Modeling; Rights; Analytics and Data Science; Higher Education; Ethics; Consumer Behavior; Advertising; Sports; Advertising Industry; Education Industry
Chung, Doug J. "The Dynamic Advertising Effect of Collegiate Athletics." Marketing Science 32, no. 5 (September–October 2013): 679–698. (Lead article. Featured in HBS Working Knowledge.)
- October 2013
- Supplement
Dongfeng Nissan's Venucia (C)
By: Forest Reinhardt, Mayuka Yamazaki and G.A. Donovan
The (A) case describes the launch of a new passenger vehicle in China, produced jointly by Nissan of Japan and by Chinese automaker Dongfeng. Early sales results following the April 2012 launch were disappointing and the joint venture's managers had to decide how to... View Details
Keywords: China; Japan; Environment; Sustainability; Cross-cultural/cross-border; Competitive Strategy; Product Launch; Global Strategy; Multinational Firms and Management; Crisis Management; Cross-Cultural and Cross-Border Issues; Auto Industry; China; Japan
Reinhardt, Forest, Mayuka Yamazaki, and G.A. Donovan. "Dongfeng Nissan's Venucia (C)." Harvard Business School Supplement 714-016, October 2013.