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Skip to content The HBS Digital Initiative brings together perspectives across disciplines to help people understand how technology is transforming...
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- February 2021
- Case
Apple: Privacy vs. Safety (A)
By: Henry McGee, Nien-hê Hsieh and Christian Godwin
In 2015, Apple CEO Tim Cook debuted the iPhone 6S with enhanced security measures that enflamed a debate on privacy and public safety around the world. The iPhone 6S, amid a heightened concern for privacy following the 2013 revelation of clandestine U.S. surveillance...
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Keywords:
Iphone;
Encryption;
Data Privacy;
Customers;
Customer Focus and Relationships;
Decision Making;
Ethics;
Values and Beliefs;
Globalized Firms and Management;
Government and Politics;
National Security;
Law;
Law Enforcement;
Leadership;
Markets;
Safety;
Social Issues;
Corporate Social Responsibility and Impact;
Civil Society or Community;
Mobile Technology;
Technology Industry;
Consumer Products Industry;
Telecommunications Industry;
Electronics Industry;
United States;
China;
Hong Kong
- 2020
- Article
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
By: Wanqian Yang, Lars Lorch, Moritz Graule, Himabindu Lakkaraju and Finale Doshi-Velez
Domains where supervised models are deployed often come with task-specific constraints, such as prior expert knowledge on the ground-truth function, or desiderata like safety and fairness. We introduce a novel probabilistic framework for reasoning with such constraints...
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- 2020
- Working Paper
Nonprofit Boards: It Is time to Lift Your Gaze and See the System
By: Shamal Dass, Kristy Muir and V. Kasturi Rangan
Nonprofits the world over have faced significant crises in 2020, leaving them and their constituents in precarious positions. Responses to these crises have demonstrated incredible agility. However, they have also demonstrated that the first two levels of governance...
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- June 18, 2020
- Article
What CEOs Still Haven't Said about Race and Policing
By: Aaron K. Chatterji and Michael W. Toffel
While many CEOs have spoken out to share their thoughts on race and police misconduct in America, they have yet to advocate for policy solutions for police reform, focusing instead on their own corporate and personal values. But lasting change must also involve ...
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- April 2020 (Revised June 2020)
- Case
Race and Mass Incarceration in the United States
By: Reshmaan N. Hussam and Holly Fetter
The late 20th century saw a dramatic shift in the criminal justice system of the United States. While incarceration rates had remained stable through the 1960s, they quintupled by the 2000s to 707 per 100,000, far exceeding that of all other nations in the world. By...
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- September 2019 (Revised June 2020)
- Background Note
African American Inequality in the United States
By: Janice H. Hammond, A. Kamau Massey and Mayra G. Garza
This note describes how historical and on-going policies and practices that discriminate against African Americans led to present-day inequality. Topics include slavery, segregation, Jim Crow laws, “black codes,” and policies and practices relating to criminal justice,...
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- 2019
- Working Paper
Rehabilitating Corporate Purpose
In this paper, I address how the ascendance of the theory of shareholder value maximization into the central consciousness of public corporations and its canonization as the only legitimate expression of corporate purpose has contributed to both a widening breach...
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- March 2018 (Revised February 2020)
- Teaching Note
Improving Access at VA
By: Ryan W. Buell and Robert S. Huckman
In 2015, the Department of Veterans Affairs (VA) ran the largest healthcare system in the United States, with over 1,700 sites of care that served nearly 9 million veterans. One year earlier, a scandal had erupted over a cover-up of the excessive wait times veterans...
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- March 2018
- Supplement
Improving Access at VA
By: Ryan W. Buell and Robert S. Huckman
In 2015, the Department of Veterans Affairs (VA) ran the largest healthcare system in the United States, with over 1,700 sites of care that served nearly 9 million veterans. One year earlier, a scandal had erupted over a cover-up of the excessive wait times veterans...
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- Article
Anti-imperialism: The Leninist Legacy and the Fate of World Revolution
By: Jeremy Friedman and Peter Rutland
The most important of Lenin’s writings was, arguably, Imperialism: the Highest Stage of Capitalism. That work shifted the focus from workers’ struggles within one country to the dynamics of capitalism as a global system. The Leninist project thereby inextricably...
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- November 2016 (Revised August 2020)
- Case
Improving Access at VA
By: Ryan W. Buell, Robert S. Huckman and Sam Travers
In 2015, the Department of Veterans Affairs (VA) ran the largest healthcare system in the United States, with over 1,700 sites of care that served nearly 9 million veterans. One year earlier, a scandal had erupted over a cover-up of the excessive wait times veterans...
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- 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....
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- 2013
- Other Unpublished Work
Race, Justice, and the Jury System in Postbellum Virginia
By: David Moss and Dean Grodzins
- November 2012 (Revised July 2013)
- Case
Gerry Pasciucco at AIG Financial Products
By: Gautam Mukunda and Thomas J. DeLong
Gerry Pasciucco was appointed to lead American International Group's Financial Products (AIGFP) group after the government bailout of AIG in 2008 and charged with the task of shutting down the division while minimizing the government's losses. AIGFP's failed trades had...
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- 2010
- Book
Wealth and Justice: The Morality of Democratic Capitalism
By: Peter Wehner and Arthur C. Brooks
Popular opinion would have us believe that America's free market system is driven by greed and materialism, resulting in gross inequalities of wealth, destruction of the environment, and other social ills. Even proponents of capitalism often refer to the free market as...
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- July 2008
- Article
Crime and Punishment in the 'American Dream'
By: Rafael Di Tella and Juan Dubra
We observe that countries where belief in the "American dream" (i.e., effort pays) prevails also set harsher punishment for criminals. We know that beliefs are also correlated with several features of the economic system (taxation, social insurance, etc). Our objective...
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- November 2004 (Revised January 2006)
- Case
Martha Stewart (A)
By: Lynn S. Paine and Christopher Bruner
Explores Martha Stewart's December 2001 sale of ImClone Systems common stock, the ensuing federal investigations into possible insider trading, and Stewart's criminal prosecution and sentencing. Discusses the impact of publicity on Stewart's company, Martha Stewart...
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- November 1993 (Revised January 2006)
- Supplement
Beech-Nut Nutrition Corporation (B)
By: Lynn S. Paine
Officials of the U.S. Food and Drug Administration (FDA) must decide whether to refer the Beech-Nut apple juice case to the Justice Department for criminal prosecution, and if so, whether to recommend prosecution of individual executives or of the company only.
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- Teaching Interest
Interpretability and Explainability in Machine Learning
As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details
- Research Summary
Overview
I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:
1. How to build fair... View Details
1. How to build fair... View Details