Publications

October 1993 (Revised August 1996)
Background Note

Forecasting with Regression Analysis

By: Arthur Schleifer Jr.

Provides an example of regression in one of its most important roles. Relating probabilistic forecasts based on past data to decision analysis. View Details

Keywords: Management Analysis, Tools, and Techniques; Analytics and Data Science; Forecasting and Prediction; Mathematical Methods

Educators

Profile

Kayode Ogunro

employer. How has HBS prepared you for your new job? My job will require a substantial amount of travel to Europe and Africa and more hands on management of deals and projects than I would face with a typical investment firm. My HBS experience has definitely helped me... View Details

Keywords: Investment Management / Hedge Fund; Venture Capital / Private Equity; Financial Services; Energy / Extractive Minerals; Manufacturing

22 Sep 2015
News

Promoting a Healthy Policy Agenda

different factors to be considered. And so bringing a very objective and analytical approach to that, I think, is important and helpful.” (Published September 2015) View Details

February 6, 2024
Article

Find the AI Approach That Fits the Problem You’re Trying to Solve

By: George Westerman, Sam Ransbotham and Chiara Farronato

AI moves quickly, but organizations change much more slowly. What works in a lab may be wrong for your company right now. If you know the right questions to ask, you can make better decisions, regardless of how fast technology changes. You can work with your technical... View Details

Keywords: AI and Machine Learning; Organizational Change and Adaptation; Technological Innovation; Analytics and Data Science

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

26 Jul 2016
Research & Ideas

Where will Pokémon Go with Your Personal Information?

all time. Data analytics firm Similar Web reported that in its first week alone, the app had been installed on nearly 11 percent of all Android phones in the United States, and surpassed Twitter’s daily usage shortly thereafter. Pokémon... View Details

Keywords: Re: Willy C. Shih; Video Game; Entertainment & Recreation

Profile

Tessa Vacher-Desvernais

analytics, but truly appreciate aesthetics. I’m very conscious of my inner tension between analytical and creative thinking.” Following her mathematical and sciences baccalaureate, she pursued liberal arts at an all-girl military boarding... View Details

Keywords: Retail/Hospitality; Financial Services

February 2021 (Revised June 2021)
Case

Bairong and the Promise of Big Data

By: Lauren Cohen, Xiaoyan Zhang and Spencer C.N. Hagist

Bairong CEO Felix Zhang, in launching his credit scoring start-up that incorporates 74,000 variables per individual, found strong initial success. However, the shifting regulatory environment, growing breadth of competitors, difficulties in retaining top talent, and... View Details

Keywords: Fintech; Big Data; Artificial Intelligence; Credit Scoring; Finance; Credit; Business Startups; AI and Machine Learning; Analytics and Data Science; China

Educators

Article

Productivity and Selection of Human Capital with Machine Learning

By: Aaron Chalfin, Oren Danieli, Andrew Hillis, Zubin Jelveh, Michael Luca, Jens Ludwig and Sendhil Mullainathan

Keywords: Analytics and Data Science; Selection and Staffing; Performance Productivity; Mathematical Methods; Policy

entrepreneurs and business leaders from across emerging markets, was a goldmine. It allowed me to explore questions on emerging market business issues from the eyes of those on the ground. CEM also provided me fruitful ground to experiment with View Details

08 May 2019
News

Fellowships Enable Students to Broaden Their Impact

the data analytics team, he brought to the nonprofit his solid background in behavioral economics from Emory University and his financial acumen from his trading days. Agarwal’s goal was to use data and technology to help make the schools... View Details

Keywords: Educational Support Services; Educational Services

01 Sep 2011
News

Student Trio Advance Health Payment Reform

support for bundling pilot projects in the health-care legislation enacted in April 2010. In fact, the legislation inspired Herzlinger to initiate the field study project with New England Baptist Hospital. A major goal of the students’ work was to create the View Details

Keywords: bundling; Health, Social Assistance

01 Dec 2017
News

2017 in Manufacturing: The Supply Chain Goes High Tech

Customer relationship management is new in manufacturing, and again, the electronics industry is one of the first to have adopted this advance. There are still many companies that haven’t fully digitalized, but the next step will be embracing View Details

Keywords: Jerry Jasinowski (AMP 97, 1985), former president and CEO, National Association of Manufacturers

January 2022 (Revised February 2022)
Case

Introducing EVA at ISS: A Better Way to Evaluate CEO Performance and Compensation?

By: Jonas Heese, Charles C.Y. Wang and James Weber

In early 2019, Anthony Campagna, the global director of fundamental research at ISS EVA, a unit of the proxy advisory firm Institutional Shareholder Services (ISS), was preparing to release ISS's analyses of public company performance and CEO compensation ahead of Say... View Details

Keywords: Jobs and Positions; Compensation and Benefits; Performance; Performance Productivity; Measurement and Metrics; Analytics and Data Science; Value; Business or Company Management; Performance Evaluation; Business and Shareholder Relations

Educators

July – August 2011
Article

Foundations of Organizational Trust: What Matters to Different Stakeholders?

By: Michael Pirson and Deepak Malhotra

Prior research on organizational trust has not rigorously examined the context specificity of trust nor distinguished between the potentially varying dimensions along which different stakeholders base their trust. As a result, dominant conceptualizations of... View Details

Keywords: Trust; Competency and Skills; Forecasting and Prediction; Ethics; Framework; Analytics and Data Science; Surveys; Organizations; Business and Stakeholder Relations; Identity; Perspective

2013
Chapter

Privacy Breach Analysis in Social Networks

By: Frank Nagle

Over the past 5–10 years, online social networks have rapidly expanded, and as of March 2012 the largest online social network, Facebook, had over 901 million active members. The wealth of information users post in their social network profiles, as well as the... View Details

Keywords: Crime and Corruption; Social and Collaborative Networks; Social Media; Cybersecurity; Analytics and Data Science

June 2021
Article

Developing a Value Framework: Utilizing Administrative Data to Assess an Enhanced Care Initiative

By: Casey J. Allen, Jarrod S. Eska, Nikhil G. Thaker, Thomas W. Feeley, Robert S. Kaplan, Ryan W. Huey, Ching-Wei D. Tzeng, Jeffrey E. Lee, Steven J. Frank, Thomas A. Aloia, Vijaya Gottumukkala and Matthew H.G. Katz

We used national administrative data to assess multiple domains of value associated with enhanced recovery pathways for patients undergoing pancreatic surgery. Value metrics included in-hospital mortality, complication rates, length of stay (LOS), 30-day readmission... View Details

Keywords: Value-based Health Care; Health Care and Treatment; Analytics and Data Science; Outcome or Result; Measurement and Metrics; Performance Improvement

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

2021
Working Paper

Studying the U.S.-Based Portfolio Companies of U.S. Impact Investors

By: M. Diane Burton, Gurveen Chadha, Shawn A. Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Laura Kelley, Josh Lerner, Jaime R. Diaz Palacios, Yue (Cynthia) Xu and T. Robert Zochowski

Recent years have seen a dramatic increase in the reliance on market-based solutions to social and environmental problems around the world (Barman 2016; Horvath and Powell 2020). The growth of impact investing is a vivid example of this trend and, although there have... View Details

Keywords: Impact Investing; Impact Portfolio Companies; Investment; Social Issues; Environmental Sustainability; Investment Portfolio; Business Ventures; Analytics and Data Science; Performance; United States