Publications

March 2016 (Revised April 2019)
Technical Note

ESG Metrics: Reshaping Capitalism?

By: George Serafeim

In the past twenty-five years, the world had seen an exponential growth in the number of companies reporting environmental, social and governance (ESG) data. Investor interest in ESG data also grew rapidly. A growing belief that increasing levels of social inequality... View Details

Keywords: Capitalism; Sustainability; Accountability; Corporate Social Responsibility; Responsibilities To Society; Environment; Social Impact Investment; ESG; Corporate Social Responsibility and Impact; Environmental Sustainability; Measurement and Metrics; Integrated Corporate Reporting; Corporate Accountability; Accounting; Economic Systems

Educators

2021
Working Paper

The Great Unequalizer: Initial Health Effects of COVID-19 in the United States

By: Marcella Alsan, Amitabh Chandra and Kosali I. Simon

We measure inequities from the COVID-19 pandemic on mortality and hospitalizations in the United States during the early months of the outbreak. We discuss challenges in measuring health outcomes and health inequality, some of which are specific to COVID-19 and others... View Details

Keywords: COVID-19; Health Inequality; Health Pandemics; Demographics; Equality and Inequality

07 Mar 2016
HBS Seminar

Scott Stern, MIT Sloan School of Management

Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading

We define causal estimands for experiments on single time series, extending the potential outcome framework to dealing with temporal data. Our approach allows the estimation of a broad class of these estimands and exact... View Details

Research Summary

Markets, Information, and Efficiency

Professor Meulbroeks market efficiency research focuses on the closely related questions of whether markets properly reflect information that affects a firm's value, and in turn how stock prices influence managerial behavior. In this area, she studies why some firms... View Details

12 Oct 2017
Blog Post

Why I Spent this Summer Coding

The summer between RC and EC year represents a great opportunity for risk-free exploration. Encouraged by our outcome at the New Venture Competition and the funding I would receive as a Rock Summer Fellow, I forwent a business internship... View Details

2023
Working Paper

Distributionally Robust Causal Inference with Observational Data

By: Dimitris Bertsimas, Kosuke Imai and Michael Lingzhi Li

We consider the estimation of average treatment effects in observational studies and propose a new framework of robust causal inference with unobserved confounders. Our approach is based on distributionally robust optimization and proceeds in two steps. We first... View Details

Keywords: AI and Machine Learning; Mathematical Methods

08 Aug 2017
First Look

First Look at Research and Ideas, August 8, 2017

subsumed by the other three. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=53024 August 2017 Obstetrics & Gynecology Relationship Between Labor and Delivery Unit Management Practices and Maternal Outcomes By:... View Details

Keywords: Sean Silverthorne

29 Sep 2008
Research & Ideas

Financial Crisis Caution Urged by Faculty Panel

law to federal deposit insurance. "If you look across these policies, one thing that becomes quite clear is that anytime you shift a risk around, you have to be concerned about the potential for moral hazard," said Moss.... View Details

Keywords: by Martha Lagace; Financial Services

07 Jul 2009
First Look

First Look: July 7

driven at least partly by career concerns. Download the paper: http://www.hbs.edu/research/pdf/09-014.pdf Policy Bundling to Overcome Loss Aversion: A Method for Improving Legislative Outcomes Authors:Katherine L. Milkman, Mary Carol... View Details

Keywords: Martha Lagace

July 2021
Article

Electronic Trace Data and Legal Outcomes: The Effect of Electronic Medical Records on Malpractice Claim Resolution Time

By: Sam Ransbotham, Eric Overby and Michael C. Jernigan

Information systems generate copious trace data about what individuals do and when they do it. Trace data may affect the resolution of lawsuits by, for example, changing the time needed for legal discovery. Trace data might speed resolution by clarifying what events... View Details

Keywords: Analytics and Data Science; Lawsuits and Litigation; Digital Transformation; Welfare; Health Industry

January 2014
Article

Self-reported Ethical Risk Taking Tendencies Predict Actual Dishonesty

By: Liora Zimerman, Shaul Shalvi and Yoella Bereby-Meyer

Are people honest about the extent to which they engage in unethical behaviors? We report an experiment examining the relation between self-reported risky unethical tendencies and actual dishonest behavior. Participants’ self-reported risk taking tendencies were... View Details

Keywords: DOSPERT; Risk Taking; Honesty; Lying; Dishonesty; Unethical Behavior; Moral Sensibility; Cognition and Thinking

Information systems generate copious trace data about what individuals do and when they do it. Trace data may affect the resolution of lawsuits by, for... View Details

2023
Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju

As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result

22 Apr 2014
First Look

First Look: April 22

Studies Smart Money? The Effect of Education on Financial Outcomes By: Cole, Shawn A., Anna Paulson, and Gauri Kartini Shastry Abstract—Household financial decisions are important for household welfare, economic growth, and financial... View Details

Keywords: Sean Silverthorne

August 2024
Case

Scaling Seven Starling

By: Ryan W. Buell and Carin-Isabel Knoop

Seven Starling, a maternal mental health startup, is scaling its digital clinic model. Seven Starling addresses perinatal mental health challenges by providing licensed therapists, peer support, and medication to mothers across five states, with a hybrid care model... View Details

Educators

April–May 2017
Article

Career Concerns of Banking Analysts

By: Joanne Horton, George Serafeim and Shan Wu

We study how career concerns influence banking analysts' forecasts and how their forecasting behavior benefits both them and bank managers. We show that banking analysts issue early in the year relatively more optimistic and later in the year more pessimistic forecasts... View Details

Keywords: Sell-side Analysts; Analyst Forecasts; Analysts; Investment Recommendations; Career Advancement; Career Management; Labor Mobility; Labor Market; Prejudice and Bias; Personal Development and Career; Forecasting and Prediction; Investment Banking

SSRN

2010
Article

I May Not Agree With You, but I Trust You: Caring About Social Issues Signals Integrity

By: Julian Zlatev

What characteristics of an individual signal trustworthiness to other people? I propose that individuals who care about contentious social issues signal to observers that they have integrity and thus can be trusted. Critically, this signal conveys trustworthiness... View Details

Keywords: Personal Characteristics; Moral Sensibility; Perception; Trust

Article

The Importance of Being Causal

By: Iavor I Bojinov, Albert Chen and Min Liu

Causal inference is the study of how actions, interventions, or treatments affect outcomes of interest. The methods that have received the lion’s share of attention in the data science literature for establishing causation are variations of randomized experiments.... View Details

Keywords: Causal Inference; Observational Studies; Cross-sectional Studies; Panel Studies; Interrupted Time-series; Instrumental Variables