Publications

2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

March 2016 (Revised March 2022)
Teaching Note

Evive Health and Workplace Influenza Vaccinations

By: John Beshears

Evive Health is a company that manages communication campaigns on behalf of health insurance plans and large employers. Using big data techniques and insights from behavioral economics, Evive deploys targeted and effective messages that improve individuals' health... View Details

November 2002 (Revised March 2006)
Case

Inequality and the "American Model"

By: Rafael M. Di Tella and Ingrid Vogel

Official data that suggest economic inequality has been mounting in the United States on various dimensions since 1979. Many causes of such inequality have been postulated: technological change, globalization, demographic factors, and changes in public policy (notably... View Details

Keywords: Equality and Inequality; Wealth and Poverty; Corporate Governance; Social Issues; Government Administration; United States

Article

Caste and Entrepreneurship in India

By: Lakshmi Iyer, Tarun Khanna and Ashutosh Varshney

It is now widely accepted that the lower castes have risen in Indian politics. Has there been a corresponding change in the economy? Using comprehensive data on enterprise ownership from the Economic Censuses of 1990, 1998, and 2005, we document substantial caste... View Details

Keywords: Equality and Inequality; Income; Entrepreneurship; Rank and Position; India

2013
Working Paper

Non-Standard Matches and Charitable Giving

By: Michael Sanders, Sarah Smith and Michael I. Norton

Many organisations, including corporations and governments, wish to encourage charitable giving, and offer incentives for their employees, customers and citizens to do so. The most common of these incentives is a match rate, where the organisation agrees to pay, for... View Details

Keywords: Motivation and Incentives; Organizational Culture; Philanthropy and Charitable Giving

Article

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: CEOs; Communication Style; Machine Learning; Spoken Communication; Nonverbal Communication; Personal Characteristics; Analysis; Performance

08 Mar 2017
HBS Seminar

Fernanda Viégas and Martin Wattenberg, Google

February 2006 (Revised August 2006)
Case

Kevin McCarthy and Westlake Chemical Corporation (A)

Examines forecasting earnings/performance for a commodity chemical firm during a period of high uncertainty, highlighting the combined effects of input process (natural gas), industry capacity/utilization, and cyclicality. Assuming the role of Kevin McCarthy (the top... View Details

Keywords: Risk and Uncertainty; Futures and Commodity Futures; Forecasting and Prediction; Chemicals; Chemical Industry

21 May 2019
News

Making Change Payments, Perspectives, and Politics

June 2022 (Revised October 2022)
Background Note

Digital Commerce and Delivery: Preparing Food and Retail Value Chains for a 50-50 World

By: William R. Kerr, Daniel O'Connor, Paige Boehmcke and Will Ensor

Increasing digitalization of grocery retail and quick commerce reveals insights about managing complex supply chains at scale and shifting revenue streams from product sales to data monetization. How are the roles of retailers changing? What happens if marginal cost... View Details

Keywords: Grocery Delivery; Grocery; Digitalization; Fulfillment; Delivery; Supply Chain; Disruption; Food; Supply Chain Management; Market Design; Trends; Value Creation; Goods and Commodities; Customer Value and Value Chain; Digital Transformation; Food and Beverage Industry; Food and Beverage Industry; United States; China

2021
Working Paper

Financial Flexibility and Corporate Employment

By: Rebecca Lester, Ethan Rouen and Braden Williams

We study the role of financial flexibility on COVID-19 employment actions. Using daily data from March through May 2020 for 354 of the largest U.S. employers, we find that firms facing a negative demand shock were 28.8 percentage points more likely to reduce their... View Details

Keywords: Financial Flexibility; COVID-19; Pandemic; Employment; Health Pandemics; System Shocks; Finance

SSRN

16 Nov 2011
Working Paper Summaries

Private Equity and Employment

Keywords: by Steven J. Davis, John C. Haltiwanger, Ron S. Jarmin, Josh Lerner & Javier Miranda

February 2012
Article

CEO Relational Leadership and Strategic Decision Quality in Top Management Teams: The Role of Team Trust and Learning from Failure

By: Abraham Carmeli, Asher Tishler and Amy C. Edmondson

In this study, we examine a complex pathway through which CEOs, who exhibit relational leadership, may improve the quality of strategic decisions of their top management teams (TMTs) by creating psychological conditions of trust and facilitating learning from failures... View Details

Keywords: Leadership Development; Decisions; Management Teams; Trust; Learning; Management Analysis, Tools, and Techniques; Managerial Roles; Failure

Research Summary

Firm Performance, Senior Management, and Managerial Representation

While my work on strategic human capital studies how the characteristics of management shape performance, this work in effect focuses on the reverse: how performance shapes a key characteristic of the firm's management

Working with Professor David Thomas,... View Details

2019
Working Paper

Biometric Monitoring, Service Delivery and Misreporting: Evidence from Healthcare in India

By: Thomas Bossuroy, Clara Delavallade and Vincent Pons

Developing countries increasingly use biometric identification technology in hopes of improving the reliability of administrative information and delivering social services more efficiently. This paper exploits the random placement of biometric tracking devices in... View Details

Keywords: Biometric Technology; Health Care and Treatment; Technological Innovation; Analytics and Data Science; Quality; Performance Improvement; India

January 2014 (Revised March 2014)
Case

SAP 2014: Reaching for the Cloud

By: Karim R. Lakhani, Marco Iansiti and Noah Fisher

In May 2014, Bill McDermott will become the sole CEO of SAP AG, the world leader in the Enterprise Resource Planning (ERP) field. The case occurs in January 2014 at SAP's investors meeting, at a time when the company's stock is near record high. A 2010 strategy... View Details

Keywords: Cloud Computing; Platform; Strategy And Execution; Strategy And Leadership; Enterprise Resource Planning; Software; Information Technology; Digital Platforms; Applications and Software; Information Technology Industry; Germany

03 Jun 2011
Working Paper Summaries

Inducement Prizes and Innovation

Keywords: by Liam Brunt, Josh Lerner & Tom Nicholas

May 2009
Article

Synchronicity and Firm Interlocks in an Emerging Market

By: Tarun Khanna and Catherine Thomas

Stock price synchronicity has been attributed to poor corporate governance and a lack of firm-level transparency. This paper investigates the association between different kinds of firm interlocks, control groups, and synchronicity in Chile. A unique data set... View Details

Keywords: Stocks; Price; Corporate Governance; Governance Controls; Governing and Advisory Boards; Resource Allocation; Emerging Markets; Ownership Stake; Chile