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Fairness
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- 2017
- Working Paper
Voter Mobilization and Trust in Electoral Institutions: Evidence from Kenya
By: Benjamin Marx, Vincent Pons and Tavneet Suri
Voter mobilization campaigns face trade-offs in young democracies. In a large-scale experiment implemented in 2013 with the Kenyan Electoral Commission (IEBC), text messages intended to mobilize voters boosted participation but also decreased trust in electoral... View Details
- August 2017 (Revised November 2017)
- Case
Accounting for Political Risk at AES
By: Gerardo Pérez Cavazos and Suraj Srinivasan
As a global energy generating company, AES frequently faces challenges from political changes and instability. This is exacerbated by the fact that in many instances AES' primary customer is the government, which is also in charge of law-making. For example, AES'... View Details
- 14 Aug 2017
- Conference Presentation
A Convex Framework for Fair Regression
By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details
- June 2017 (Revised August 2018)
- Supplement
Making Target the Target: Boycotts and Corporate Political Activity (B)
By: Nien-hê Hsieh and Victor Wu
Supplements the (A) Case. View Details
Keywords: Campaign Finance Reform; Corporate Political Activity; Lobbying; LGBTQ; Campaign Contributions; Campaign Finance; Retail; Shareholder Activism; Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
- May 2017 (Revised October 2017)
- Case
Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems
By: Lynda M. Applegate, Terri L. Griffith and Ann Majchrzak
Dirk Ahlborn, co-founder and CEO of Hyperloop Transportation Technologies, Inc. (HTT) looks back at the evolving organizational design and community that allows HTT to be crowd-powered. Since the founding in 2013, HTT has dealt with building an organization with less... View Details
- April 2017 (Revised March 2024)
- Case
Making Target the Target: Boycotts and Corporate Political Activity
By: Nien-hê Hsieh and Victor Wu
Through the challenges facing Target, the case examines ways in which corporations can become involved in political and legislative debates and processes, ranging from campaign contributions to lobbying to political activism. In 2016, Target CEO Brian Cornell must... View Details
Keywords: Boycott; Corporate Political Activity; Lobbying; LGBTQ; Campaign Contributions; Campaign Finance; Retail; Shareholder Activism; Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
- February 2017
- Teaching Note
Fair & Lovely vs. Dark is Beautiful
By: Rohit Deshpande and Saloni Chaturvedi
Teaching Note for HBS No. 516-079. View Details
- Article
Repairing the Damage: The Effect of Price Knowledge and Gender on Auto-Repair Price Quotes
By: Meghan Busse, Ayelet Israeli and Florian Zettelmeyer
In this paper we investigate whether sellers treat consumers differently on the basis of how well informed consumers appear to be. We implement a large-scale field experiment in which callers request price quotes from automotive repair shops. We show that sellers alter... View Details
- January–February 2017
- Article
Buying Your Way into Entrepreneurship
By: Richard S. Ruback and Royce Yudkoff
An increasingly popular route to success as a small business owner is “acquisition entrepreneurship”—buying and running an existing operation. If you’re considering such a path, the authors offer practical advice for each stage of the process. Think it through. Do you... View Details
- December 2016
- Article
Deal Process Design in Management Buyouts
Management buyouts (MBOs) are an economically and legally significant class of transaction: not only do they account for more than $10 billion in deal volume per year, on average, but they also play an important role in defining the relationship between inside and... View Details
- December 2016
- Article
The Effects of Endowment Size and Strategy Method on Third Party Punishment
By: Jillian J. Jordan, Katherine McAuliffe and David G. Rand
Numerous experiments have shown that people often engage in third-party punishment (3PP) of selfish behavior. This evidence has been used to argue that people respond to selfishness with anger, and get utility from punishing those who mistreat others. Elements of the... View Details
- 18 Nov 2016
- Conference Presentation
Rawlsian Fairness for Machine Learning
By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
- November 2016 (Revised December 2016)
- Case
Anthology: Pivoting the Business Model
By: Shikhar Ghosh and Christopher Payton
In July 2014, after 18 months and eight unsuccessful product launches, the CEO of Yabbly has agreed to sell his company to a larger, well-funded startup, providing a return of capital for his investors and a home for his team. Two weeks prior to the scheduled closing,... View Details
Keywords: Mergers ＆ Acquisitions; Business Model; Business Plan; Business Startups; Entrepreneurship; Innovation Strategy; Mobile and Wireless Technology; Internet and the Web; Mergers and Acquisitions; Business Exit or Shutdown; Fairness; Valuation; Technology Industry; Consumer Products Industry; North America; United States; Seattle
- Article
Overcoming the Outcome Bias: Making Intentions Matter
People often make the well-documented mistake of paying too much attention to the outcomes of others’ actions while neglecting information about the original intentions leading to those outcomes. In five experiments, we examine interventions aimed at reducing this... View Details
- Article
How to Make the Other Side Play Fair: The Final-Offer Arbitration Challenge Gives Negotiators a Valuable New Tool
By: Max H. Bazerman and Daniel Kahneman
In legal disputes, contested insurance claims, and similarly adversarial negotiations, one party is likely to open with an inflated claim or a lowball offer. And if the other side’s position is unreasonable, it may make little sense to be reasonable yourself. But if... View Details
- March 2016 (Revised August 2022)
- Case
Fair & Lovely vs. Dark is Beautiful
By: Rohit Deshpande and Saloni Chaturvedi
Women of Worth (WOW) is an organization that seeks to empower women through training and workshops. The organization has also fought against discrimination based on the color of a person's skin through its “Dark is Beautiful” campaign—endorsed by well-known... View Details
- February 2016 (Revised July 2017)
- Case
Race, Justice, and the Jury System in Postbellum Virginia
By: David Moss and Dean Grodzins
In December 1877, an all-white grand jury in Patrick County, Virginia, indicted two black teenagers, Lee and Burwell Reynolds, for killing a white man. After a series of trials, an all-white trial jury convicted Lee of second-degree murder and sentenced him to prison.... View Details
- June 2015 (Revised January 2017)
- Case
Greece's Debt: Sustainable?
By: George Serafeim
The case "Greece's Debt: Sustainable?" describes the Greek economic crisis, bailout from the European Union and the International Monetary Fund (IMF), and the debt restructuring that followed. Because of a lack of trust in Greece's ability to repay its debt, two... View Details
- 2015
- Article
Regulator Leniency and Mispricing in Beneficent Nonprofits
By: Jonas Heese, Ranjani Krishnan and Frank Moers
We posit that nonprofits that provide a greater supply of unprofitable services (beneficent nonprofits) face lenient regulatory enforcement for mispricing in price-regulated markets. Consequently, beneficent nonprofits exploit such regulatory leniency and exhibit... View Details
- May 2015
- Article
What Are We Meeting For? The Consequences of Private Meetings with Investors
By: David H. Solomon and Eugene F. Soltes
Regulation Fair Disclosure was passed in 2000 in response to the concern that certain investors were gaining selective access to privileged firm information. In spite of the passage of this regulation, some investors continue to meet privately with executives. Using a... View Details