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  • 2011
  • Working Paper

Price Competition under Multinomial Logit Demand Functions with Random Coefficients

In this paper, we postulate a general class of price competition models with Mixed Multinomial Logit demand functions under affine cost functions. We first characterize the equilibrium behavior of this class of models in the case where each product in the market is... View Details
Keywords: Customers; Income Characteristics; Price; Product Marketing; Mathematical Methods; Competition; Segmentation
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Allon, Gad, Awi Federgruen, and Margaret Pierson. "Price Competition under Multinomial Logit Demand Functions with Random Coefficients." Harvard Business School Working Paper, No. 12-030, October 2011.
  • March 2014 (Revised January 2015)
  • Case

Prodigy Network: Democratizing Real Estate Design and Financing

By: Karim R. Lakhani, Katja Hutter and Greta Friar
This case follows Rodrigo Nino, founder and CEO of commercial real estate development company Prodigy Network, as he develops an equity-based crowdfunding model for small investors to access commercial real estate in Colombia, then tries out the model in the U.S. U.S.... View Details
Keywords: Innovation; Real Estate; Crowdfunding; Crowdsourcing; Digital Innovation; Commercial Real Estate; Online Platforms; Disruption; Transformation; Design; Assets; Equity; Disruptive Innovation; Innovation Strategy; Internet and the Web; Digital Platforms; Real Estate Industry; Latin America; New York (state, US); United States
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Lakhani, Karim R., Katja Hutter, and Greta Friar. "Prodigy Network: Democratizing Real Estate Design and Financing." Harvard Business School Case 614-064, March 2014. (Revised January 2015.)
  • August 2018
  • Case

Enfoca: Private Equity in Peru

By: Victoria Ivashina and Jeffrey Boyar
This case follows Enfoca, Peru’s largest local private equity firm and its portfolio company Maestro, a leading player in Peru’s hardware retail market. Peru’s GDP growth between 2008 and 2014 was the highest of any Latin American country. Growth of the Peruvian middle... View Details
Keywords: Private Equity; Emerging Markets; Capital Markets; Transition; Strategy; Peru
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Ivashina, Victoria, and Jeffrey Boyar. "Enfoca: Private Equity in Peru." Harvard Business School Case 219-030, August 2018.
  • 27 Jul 2011
  • Working Paper Summaries

With a Little Help from My (Random) Friends: Success and Failure in Post-Business School Entrepreneurship

Keywords: by Josh Lerner & Ulrike Malmendier
  • June 2004
  • Article

Market Liquidity as a Sentiment Indicator

By: Malcolm Baker and Jeremy Stein
We build a model that helps to explain why increases in liquidity-such as lower bid-ask spreads, a lower price impact of trade, or higher turnover-predict lower subsequent returns in both firm-level and aggregate data. The model features a class of irrational... View Details
Keywords: Markets; Financial Liquidity; Price; Trade; Sales; Equity; Information; Management Analysis, Tools, and Techniques; Accounting Industry
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Baker, Malcolm, and Jeremy Stein. "Market Liquidity as a Sentiment Indicator." Journal of Financial Markets 7, no. 3 (June 2004): 271–299.
  • January 2025
  • Case

Untapped Global: Financing Africa's Missing Middle

By: Raymond Kluender and Emanuele Colonnelli
In November 2024, Jim Chu, founder and CEO of Untapped Global, faced mounting internal tensions over the company’s strategic direction. Untapped had developed a data-driven revenue-based financing (RBF) model to address the “missing middle” problem—the $5.2 trillion... View Details
Keywords: Social Entrepreneurship; Venture Capital; Working Capital; Private Equity; Financial Strategy; Microfinance; International Finance; Currency Exchange Rate; Profit Sharing; Revenue; Developing Countries and Economies; Economic Growth; Emerging Markets; Mission and Purpose; Small Business; Entrepreneurial Finance; Banking Industry; Financial Services Industry; Information Technology Industry; Technology Industry; Africa; Nigeria; South Africa; Kenya; Uganda; California; San Francisco
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Kluender, Raymond, and Emanuele Colonnelli. "Untapped Global: Financing Africa's Missing Middle." Harvard Business School Case 825-056, January 2025.
  • February 2022
  • Case

Cleveland Clinic Abu Dhabi (Abridged)

By: Linda A. Hill and Emily Tedards
In 2006, the Cleveland Clinic and Mubadala Investment Company partnered with a bold ambition to deliver world class healthcare in the United Arab Emirates. In 2015, after nearly a decade of planning and construction, Cleveland Clinic Abu Dhabi opened its doors. By... View Details
Keywords: Organization Behavior; Culture; Alignment; Organizational Effectiveness; Purpose; Impact; Leadership Development; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Teams; Team Dynamics; Teamwork; Team Effectiveness; Trust; Talent; Talent Development And Retention; Psychological Safety; Organizational Evolution; Coaching; Board; Analytics; Innovation; Data; Data Visualization; Digital Technology; Digital; Customer Experience; Experimentation; Change Management; Data-driven Decision-making; Debates; Ecosystem; Partnership; Telemedicine; Sustainability; Global Organizations; Local; Hospital; Healthcare; United Arab Emirates; Health Care and Treatment; Partners and Partnerships; Globalization; Quality; Organizational Culture; Mission and Purpose; Innovation and Management; Information Technology; Joint Ventures; Leadership; Performance Effectiveness; Abu Dhabi; United Arab Emirates
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Hill, Linda A., and Emily Tedards. "Cleveland Clinic Abu Dhabi (Abridged)." Harvard Business School Case 422-056, February 2022.
  • May 2009
  • Case

Montgomery County Business Roundtable for Education

By: Allen S. Grossman and Geoff Eckman Marietta
Montgomery County Business Roundtable for Education (MCBRE) was a business-public education partnership with Montgomery County Public Schools (MCPS) that promoted cross-sector knowledge sharing and academic excellence. Its suite of core student programs, such as “720,”... View Details
Keywords: Business Ventures; Knowledge Sharing; Leadership; Partners and Partnerships; Education; Business and Community Relations; Education Industry; United States
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Grossman, Allen S., and Geoff Eckman Marietta. "Montgomery County Business Roundtable for Education." Harvard Business School Case 309-105, May 2009.
  • Forthcoming
  • Article

Branch-and-Price for Prescriptive Contagion Analytics

By: Alexandre Jacquillat, Michael Lingzhi Li, Martin Ramé and Kai Wang
Contagion models are ubiquitous in epidemiology, social sciences, engineering, and management. This paper formulates a prescriptive contagion analytics model where a decision maker allocates shared resources across multiple segments of a population, each governed by... View Details
Keywords: COVID-19; Mathematical Methods
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Jacquillat, Alexandre, Michael Lingzhi Li, Martin Ramé, and Kai Wang. "Branch-and-Price for Prescriptive Contagion Analytics." Operations Research (forthcoming). (Pre-published online March 13, 2024.)
  • November 2010
  • Supplement

Magna International, Inc. (B)

By: Timothy A. Luehrman and Yuhai Xuan
Magna International, Inc., a Canadian-based automotive parts manufacturer, is considering whether and how to unwind its dual-class ownership structure. A family trust controlled by the founder owns a 0.65% economic interest in the company but has 66% of the votes via a... View Details
Keywords: Business and Shareholder Relations; Value Creation; Voting; Family Ownership; Cost; Cost vs Benefits; Stock Shares; Governance Controls; Governing and Advisory Boards; Manufacturing Industry; Auto Industry; Canada
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Luehrman, Timothy A., and Yuhai Xuan. "Magna International, Inc. (B)." Harvard Business School Supplement 211-045, November 2010.
  • 2012
  • Working Paper

Risky Business: The Impact of Property Rights on Investment and Revenue in the Film Industry

By: Venkat Kuppuswamy and Carliss Y. Baldwin
Our paper tests a key prediction of property rights theory, specifically, that agents will respond to marginal incentives embedded in property rights when making non-contractible, revenue-enhancing investments (Grossman and Hart, 1986; Hart and Moore, 1990). Using rich... View Details
Keywords: Property Rights; Property; Rights; Investment; Contracts; Revenue; Motivation and Incentives; Motion Pictures and Video Industry; United States
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Kuppuswamy, Venkat, and Carliss Y. Baldwin. "Risky Business: The Impact of Property Rights on Investment and Revenue in the Film Industry." Harvard Business School Working Paper, No. 13-007, July 2012. (Revised August 2012.)
  • Article

Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
The most prevalent notions of fairness in machine learning are statistical definitions: they fix a small collection of pre-defined groups, and then ask for parity of some statistic of the classifier (like classification rate or false positive rate) across these groups.... View Details
Keywords: Machine Learning; Algorithms; Fairness; Mathematical Methods
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Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
  • 2007
  • Working Paper

Intra-Industry Foreign Direct Investment

By: Laura Alfaro and Andrew Charlton
We use a new firm level data set that establishes the location, ownership, and activity of 650,000 multinational subsidiaries -- close to a comprehensive picture of global multinational activity. A number of patterns emerge from the data. Most foreign direct investment... View Details
Keywords: Multinational Firms and Management; Business Subsidiaries; Foreign Direct Investment; Geographic Location; Supply and Industry; Vertical Integration
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Alfaro, Laura, and Andrew Charlton. "Intra-Industry Foreign Direct Investment." NBER Working Paper Series, No. 13447, September 2007.
  • February 2011 (Revised December 2012)
  • Case

Porsche: The Cayenne Launch

By: John Deighton, Jill Avery and Jeffrey Fear
Can an online discussion forum supply insight into the evolution of brand meaning? In 2003 Porsche launched a sport utility vehicle, dividing Porsche purists from newcomers to the brand. Vocal members of online and offline Porsche communities ridiculed the Cayenne SUV... View Details
Keywords: Knowledge Sharing; Knowledge Use and Leverage; Risk Management; Brands and Branding; Product Launch; Product Positioning; Social and Collaborative Networks; Auto Industry
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Deighton, John, Jill Avery, and Jeffrey Fear. "Porsche: The Cayenne Launch." Harvard Business School Case 511-068, February 2011. (Revised December 2012.) (request a courtesy copy.)
  • Article

Experiments in Open Innovation at Harvard Medical School

By: Eva C. Guinan, Kevin J. Boudreau and Karim R. Lakhani
Harvard Medical School seems an unlikely organization to open up its innovation process. By most measures, the more than 20,000 faculty, research staff and graduate students affiliated with Harvard Medical School are already world class and at the top of the medical... View Details
Keywords: Health Disorders; Collaborative Innovation and Invention; Boston
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Guinan, Eva C., Kevin J. Boudreau, and Karim R. Lakhani. "Experiments in Open Innovation at Harvard Medical School." Art. 3. MIT Sloan Management Review 54, no. 3 (Spring 2013): 45–52.
  • November 2011
  • Case

Pacific Grove Spice Company

By: William E. Fruhan and Craig Stephenson
Pacific Grove Spice Company is a profitable, rapidly growing manufacturer, marketer, and distributor of quality spices and seasonings. The company's business model requires significant investment in accounts receivable, inventory, and fixed assets to support sales.... View Details
Keywords: Capital Expenditures; Investments; Acquisitions; Securities Analysis; Debt Securities; Opportunities; Cost of Capital; Valuation; Investment; Capital Budgeting; Business Model; Cash Flow; Financing and Loans; Acquisition; Retail Industry; Food and Beverage Industry
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Fruhan, William E., and Craig Stephenson. "Pacific Grove Spice Company." Harvard Business School Brief Case 114-366, November 2011.
  • September 2013
  • Case

United Rentals (A)

By: Jay W. Lorsch, Kathleen Durante and Emily McTague

In December 1997 United Rentals (URI) went public on the NYSE. Ten years later, during the peak of the economic meltdown, the company's performance was in decline. United Rentals had experienced its share of problems in the prior years and was still struggling to... View Details

Keywords: Board Of Directors; Board Dynamics; Accounting Fraud; Governance; Board Committees; Merger; Corporate Governance; Construction Industry; United States
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Lorsch, Jay W., Kathleen Durante, and Emily McTague. "United Rentals (A)." Harvard Business School Case 414-043, September 2013.
  • January 2008
  • Supplement

Joe Bachelder: Reflections

By: Brian Hall and James K. Sebenius
After Charles Suarez's failed compensation negotiations with Victor, Suarez's attorney, Joe Batchelder, joined class discussions of the case in a course taught by Professor Brian Hall. Professor James Sebenius also interviewed Joe Bachelder at length on this case and... View Details
Keywords: Courts and Trials; Attorney and Client Relationships; Negotiation Deal; Executive Compensation; Knowledge Sharing; Talent and Talent Management; Perspective; Organizations
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Hall, Brian, and James K. Sebenius. "Joe Bachelder: Reflections." Harvard Business School Supplement 908-030, January 2008.
  • 22 May 2020
  • In Practice

Post-COVID Health Care: More Screens, Less Red Tape?

shared savings and capitated arrangements and away from fee-for-service, they will be better positioned not only to withstand any COVID aftershocks but also to gain patients during the recession. Leemore S. Dafny (@LeemoreDafny) is the... View Details
Keywords: by Danielle Kost
  • 08 Nov 2024
  • HBS Case

What Wartime Service Taught These Historic Leaders

War I, Eisenhower created a miniature battlefield replica and slept out in the open with his men as they practiced their strategic maneuvers. In that early officer role, he adopted a leadership strategy that he would carry all the way to the White House: He asked his... View Details
Keywords: by Avery Forman; Entertainment & Recreation
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