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- All HBS Web (189)
- Faculty Publications (108)
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- Article
Testing Substitutability
By: John William Hatfield, Nicole Immorlica and Scott Duke Kominers
We provide an algorithm for testing the substitutability of a length-N preference relation over a set of contracts X in time O(|X|3⋅N3). Access to the preference relation is essential for this result: We show that a substitutability-testing algorithm with access only... View Details
Keywords: Substitutability; Matching; Communication Complexity; Preference Elicitation; Marketplace Matching; Communication; Mathematical Methods; Economics
Hatfield, John William, Nicole Immorlica, and Scott Duke Kominers. "Testing Substitutability." Games and Economic Behavior 75, no. 2 (July 2012): 639–645.
- August 2018 (Revised February 2022)
- Case
Lexoo: Building a Long-Lasting Platform
By: Chiara Farronato and Elena Corsi
Daniel van Binsbergen, Lexoo’s CEO, and web developer Chris O’Sullivan, CTO, had set up Lexoo, a UK legal marketplace, to help small and medium enterprises (SME) find legal advice at low prices. Lexoo had recently invested in a new vertical focused on larger companies.... View Details
Keywords: Marketplaces; Legal Services; Growth Strategy; Technology Ventures; Service Operations; Digital Platforms; Marketplace Matching; Growth and Development Strategy; Legal Services Industry; United Kingdom
Farronato, Chiara, and Elena Corsi. "Lexoo: Building a Long-Lasting Platform." Harvard Business School Case 619-019, August 2018. (Revised February 2022.)
- March 2017 (Revised October 2018)
- Case
Catalant: The Future of Work?
By: Thomas Eisenmann, Jeffrey F. Rayport and Christine Snively
Catalant, founded in 2013 as an online marketplace where MBAs could bid on consulting projects posted by small- to medium-sized businesses, had expanded by 2016 to provide Fortune 1000 companies with access to over 35,000 independent experts. The founders envisioned... View Details
Keywords: Entrepreneurship; Human Resources; Recruitment; Labor; Market Platforms; Growth and Development Strategy; Employment Industry; Consulting Industry; United States
Eisenmann, Thomas, Jeffrey F. Rayport, and Christine Snively. "Catalant: The Future of Work?" Harvard Business School Case 817-103, March 2017. (Revised October 2018.)
- May 2016 (Revised January 2018)
- Case
Airbnb, Etsy, Uber: Acquiring the First Thousand Customers
By: Thales S. Teixeira and Morgan Brown
By 2016, two-sided online platforms (or marketplaces) were pervasive among the highest growing internet startups around. These marketplaces sought to match suppliers of assets for rent, physical products or services with customers demanding them. Among the most notable... View Details
Keywords: Airbnb; Etsy; Uber; Growth Hacking; Two-sided Market; Internet and the Web; Marketing Strategy; Digital Platforms; Digital Marketing; Business Startups; Transportation Industry; Accommodations Industry
Teixeira, Thales S., and Morgan Brown. "Airbnb, Etsy, Uber: Acquiring the First Thousand Customers." Harvard Business School Case 516-094, May 2016. (Revised January 2018.)
- January 2016 (Revised July 2017)
- Case
HourlyNerd
By: Jill Avery and Joseph Fuller
HourlyNerd, a two-sided marketplace platform for matching freelance consultants with small companies looking for help, struggles to define a growth plan for the future. The company, started as a class project in HBS' FIELD 3 course, is assessing three growth paths:... View Details
Keywords: Startup; Lean Startup; Two Sided Markets; Entrepreneurship; Strategy; Business Startups; Venture Capital; Consulting Industry; United States
Avery, Jill, and Joseph Fuller. "HourlyNerd." Harvard Business School Case 316-134, January 2016. (Revised July 2017.)
- 2010
- Chapter
Deferred Acceptance Algorithms: History, Theory, Practice
By: Alvin E. Roth
The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and indirectly, by raising new theoretical questions. Deferred acceptance algorithms... View Details
- June 2016 (Revised January 2018)
- Case
Airbnb, Etsy, Uber: Growing from One Thousand to One Million Customers
By: Thales S. Teixeira and Morgan Brown
By 2016, two-sided online platforms (or marketplaces) were pervasive among the highest growing internet startups around. These marketplaces sought to match suppliers of assets for rent, physical products or services with customers demanding them. Among the most notable... View Details
Keywords: Airbnb; Etsy; Uber; Growth Hacking; Two Sided Markets; Digital Platforms; Marketing; Digital Marketing; Growth Management; Service Industry
Teixeira, Thales S., and Morgan Brown. "Airbnb, Etsy, Uber: Growing from One Thousand to One Million Customers." Harvard Business School Case 516-108, June 2016. (Revised January 2018.)
- 2007
- Working Paper
Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions
By: Alvin E. Roth
The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and, indirectly, by raising new theoretical questions. Deferred acceptance... View Details
- February 2011
- Case
oDesk: Changing How the World Works
By: Boris Groysberg, David A. Thomas and Jennifer M. Tydlaska
It is 2010, and Gary Swart, CEO of oDesk, is contemplating the next steps for his organization. Founded in 2004 in California, oDesk operates an online marketplace which matches Employers with Contractors. oDesk provides fact-based information on Contractors, including... View Details
Keywords: Recruitment; Leadership; Growth and Development Strategy; Digital Platforms; Marketplace Matching; Corporate Strategy; Internet and the Web; Consulting Industry
Groysberg, Boris, David A. Thomas, and Jennifer M. Tydlaska. "oDesk: Changing How the World Works." Harvard Business School Case 411-078, February 2011.
- February 2000 (Revised May 2001)
- Case
eBricks.com
eBricks.com is developing an online marketplace for construction materials. The start-up company faces two decisions: 1) whether to merge with BluelineOnline.com, a firm providing project management solutions for the construction industry; and 2) whether to develop an... View Details
Keywords: Strategic Planning; Digital Platforms; Internet and the Web; Marketplace Matching; Decision Choices and Conditions; Business Startups; Construction Industry
Eisenmann, Thomas R. "eBricks.com." Harvard Business School Case 800-327, February 2000. (Revised May 2001.)
- 25 Apr 2023
- Op-Ed
How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model
information technology to directly match consumer demand to dispersed production by a collection of factories in China. This method of reaching customers should inspire any business that provides products or services that come from many... View Details
- 2009
- Working Paper
Smith and Rawls Share a Room: Stability and Medians
By: Bettina-Elisabeth Klaus and Flip Klijn
We consider one-to-one, one-sided matching (roommate) problems in which agents can either be matched as pairs or remain single. We introduce a so-called bi-choice graph for each pair of stable matchings and characterize its structure. Exploiting this structure we... View Details
Keywords: Fairness; One-Sided Platforms; Two-Sided Platforms; Marketplace Matching; Mathematical Methods; Balance and Stability
Klaus, Bettina-Elisabeth, and Flip Klijn. "Smith and Rawls Share a Room: Stability and Medians." Harvard Business School Working Paper, No. 09-111, March 2009.
- March 2008
- Article
Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions
By: Alvin E. Roth
The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and, indirectly, by raising new theoretical questions. Deferred acceptance... View Details
Keywords: History; Market Design; Labor; System; Practice; Performance; Theory; Boston; New York (city, NY)
Roth, Alvin E. "Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions." Prepared for Gale's Feast: A Day in Honor of the 85th Birthday of David Gale International Journal of Game Theory 36, nos. 3-4 (March 2008): 537–569.
- 2009
- Working Paper
Farsighted Stability for Roommate Markets
By: Bettina-Elisabeth Klaus, Flip Klijn and Markus Walzl
Using a bi-choice graph technique (Klaus and Klijn, 2009), we show that a matching for a roommate market indirectly dominates another matching if and only if no blocking pair of the former is matched in the latter (Proposition 1). Using this characterization of... View Details
Klaus, Bettina-Elisabeth, Flip Klijn, and Markus Walzl. "Farsighted Stability for Roommate Markets." Harvard Business School Working Paper, No. 09-135, May 2009.
- June 2019
- Case
Airbnb, Etsy, Uber: Expanding from One to Many Millions of Customers
By: Thales S. Teixeira
By 2019, two-sided online platforms (or marketplaces) were among the highest-growing internet startups around. These marketplaces sought to match suppliers of assets for rent, physical products, or services with customers demanding them. Among the most notable... View Details
Keywords: Airbnb; Etsy; Uber; Growth Hacking; Two-Sided Markets; Digital Marketing; Customer Acquisition; Two-Sided Platforms; Growth Management; Marketing Strategy; Customers; Acquisition; Organizational Change and Adaptation
Teixeira, Thales S. "Airbnb, Etsy, Uber: Expanding from One to Many Millions of Customers." Harvard Business School Case 519-087, June 2019.
- January 2020
- Case
Lunchclub: Algorithmic Networking
By: Scott Duke Kominers and George Gonzalez
Algorithmic networking startup Lunchclub coordinates in-person meetings between professionals who would have been unlikely to meet. The company faces marketplace design, growth, and monetization challenges: The executive team has to refine Lunchclub's marketplace... View Details
Keywords: Monetization Strategy; Networking; Business Startups; Marketplace Matching; Market Design; Growth and Development Strategy; Information Industry
Kominers, Scott Duke, and George Gonzalez. "Lunchclub: Algorithmic Networking." Harvard Business School Case 820-051, January 2020.
- 2008
- Working Paper
Unraveling Yields Inefficient Matchings: Evidence from Post-season College Football Bowls
By: Guillaume R. Frechette, Alvin E. Roth and M. Utku Unver
Many markets have "unraveled" and experienced inefficient, early, dispersed transactions, and subsequently developed institutions to delay transaction timing. However, it has previously proved difficult to measure and identify the resulting efficiency gains. Prior to... View Details
Keywords: Games, Gaming, and Gambling; Television Entertainment; Market Timing; Market Transactions; Marketplace Matching; Sports Industry
Frechette, Guillaume R., Alvin E. Roth, and M. Utku Unver. "Unraveling Yields Inefficient Matchings: Evidence from Post-season College Football Bowls." Harvard Business School Working Paper, No. 09-010, July 2008.
- 2014
- Working Paper
The Rising Cost of Consumer Attention: Why You Should Care, and What You Can Do about It
By: Thales S. Teixeira
Attention is a necessary ingredient for effective advertising. The market for consumer attention (or "eyeballs") has become so competitive that attention can be regarded as a currency. The rising cost of this ingredient in the marketplace is causing marketers to waste... View Details
Teixeira, Thales S. "The Rising Cost of Consumer Attention: Why You Should Care, and What You Can Do about It." Harvard Business School Working Paper, No. 14-055, January 2014.
- 2009
- Chapter
The Effects of a Central Clearinghouse on Job Placement, Wages, and Hiring Practices
By: Muriel Niederle and Alvin E. Roth
New gastroenterologists participated in a labor market clearinghouse (a "match") from 1986 through the late 1990s, after which the match was abandoned. This provides an opportunity to study the effects of a match by observing the differences in the outcomes and... View Details
Niederle, Muriel, and Alvin E. Roth. "The Effects of a Central Clearinghouse on Job Placement, Wages, and Hiring Practices." In Studies of Labor Market Intermediation, edited by David H. Autor, 273–306. University of Chicago Press, 2009.
- 2007
- Working Paper
The Effects of a Centralized Clearinghouse on Job Placement, Wages, and Hiring Practices
By: Muriel Niederle and Alvin E. Roth
New gastroenterologists participated in a labor market clearinghouse (a "match") from 1986 through the late 1990's, after which the match was abandoned. This provides an opportunity to study the effects of a match, by observing the differences in the outcomes and... View Details
Keywords: Health; Employment; Marketplace Matching; Selection and Staffing; Job Offer; Compensation and Benefits; Health Industry
Niederle, Muriel, and Alvin E. Roth. "The Effects of a Centralized Clearinghouse on Job Placement, Wages, and Hiring Practices." NBER Working Paper Series, No. 13529, October 2007.