Publications

2015
Working Paper

Measurement Errors of Expected-Return Proxies and the Implied Cost of Capital

By: Charles C.Y. Wang

Despite their popularity as proxies of expected returns, the implied cost of capital's (ICC) measurement error properties are relatively unknown. Through an in-depth analysis of a popular implementation of ICCs by Gebhardt, Lee, and Swaminathan (2001) (GLS), I show... View Details

Keywords: Measurement and Metrics; Cost of Capital; Investment Return

SSRN

07 Nov 2023
Research & Ideas

When Glasses Land the Gig: Employers Still Choose Workers Who 'Look the Part'

write. You Might Also Like: Unpacking That Icky Feeling of 'Shopping' for Diverse Job Candidates Too Nice to Lead? Unpacking the Gender Stereotype That Holds Women Back When Bias Creeps into AI, Managers Can Stop It by Asking the Right... View Details

Keywords: by Scott Van Voorhis

Article

Naturals and Strivers: Preferences and Beliefs about Sources of Achievement

By: Chia-Jung Tsay and Mahzarin R. Banaji

To understand how talent and achievement are perceived, three experiments compared the assessments of "naturals" and "strivers." Professional musicians learned about two pianists, equal in achievement but who varied in the source of achievement: the "natural" with... View Details

Keywords: Prejudice and Bias; Perception; Judgments; Success; Competency and Skills

2010
Working Paper

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

By: Doug J. Chung, Thomas J. Steenburgh and K. Sudhir

We estimate a dynamic structural model of sales force response to a bonus based compensation plan. The paper has two main methodological innovations: First, we implement empirically the method proposed by Arcidiacono and Miller (2010) to accommodate unobserved latent... View Details

Keywords: Compensation and Benefits; Performance Productivity; Mathematical Methods; Salesforce Management; Motivation and Incentives

SSRN

16 Oct 2008
Working Paper Summaries

Making the Gambler’s Fallacy Disappear: The Role of Experience

Keywords: by Gregory M. Barron & Stephen Leider

Research Summary

Selection and Market Reallocation: Productivity Gains from Multinational Production

By: Laura Alfaro

Assessing the productivity gains from multinational production has been a vital topic of economic research and policy debate. Positive aggregate productivity gains are often attributed to within-firm productivity improvement; however, an alternative, less emphasized... View Details

September 2020
Case

The Black New Venture Competition

By: Karen Mills, Jeffrey J. Bussgang, Martin Sinozich and Gabriella Elanbeck

Black entrepreneurs encounter many unique obstacles when raising capital to start and grow a business. During their second year at Harvard Business School (HBS), MBA students Kimberly Foster and Tyler Simpson decided to do something to make a difference for... View Details

Educators

Randomized controlled trials (RCTs) inform medical practice, health care delivery, follow-on research, regulation, and health policy. Yet, many RCTs are inadequately randomized, blinded, and reported. To analyze scientists' and firms' incentives to meet clinical trial... View Details

2022
Chapter

Fiscal Development under Colonial and Sovereign Rule

By: Ewout Frankema and Marlous van Waijenburg

This chapter explores differences in the making of a ‘modern’ fiscal state under colonial and sovereign rule. Focusing on African and Asian colonies (1820–1970) and their respective European metropoles, it argues that while the introduction of ‘modern’... View Details

Keywords: Fiscal Modernization; Colonial Rule; Economic History; Sovereign Finance; History; Taxation; Africa; Asia

June 2010 (Revised February 2013)
Background Note

The Precautionary Principle

By: Michael W. Toffel and Nazli Z. Uludere Aragon

This note describes the precautionary principle and its key tenets, highlights challenges associated with its use, and includes many examples of its application, primarily within the realm of regulating activities based on the risk of harm to human health and the... View Details

Keywords: Governing Rules, Regulations, and Reforms; Policy; Health Disorders; Business and Government Relations; Safety; Natural Environment; Pollutants; Agriculture and Agribusiness Industry; Chemical Industry; Pharmaceutical Industry

Educators

2023
Working Paper

The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities

By: David S. Scharfstein and Sergey Chernenko

We show that the use of algorithms to predict race has significant limitations in measuring and understanding the sources of racial disparities in finance, economics, and other contexts. First, we derive theoretically the direction and magnitude of measurement bias in... View Details

Keywords: Racial Disparity; Paycheck Protection Program; Measurement Error; AI and Machine Learning; Race; Measurement and Metrics; Equality and Inequality; Prejudice and Bias; Forecasting and Prediction; Outcome or Result

SSRN

17 May 2017
Research & Ideas

Minorities Who 'Whiten' Job Resumes Get More Interviews

resumes than candidates who reveal their race—and this discriminatory practice is just as strong for businesses that claim to value diversity as those that don’t. These research findings should provide a startling wakeup call for business executives: A View Details

Keywords: by Dina Gerdeman

2023
Article

Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations.

By: Edward McFowland III and Cosma Rohilla Shalizi

Social influence cannot be identified from purely observational data on social networks, because such influence is generically confounded with latent homophily, that is, with a node’s network partners being informative about the node’s attributes and therefore its... View Details

Keywords: Causal Inference; Homophily; Social Networks; Peer Influence; Social and Collaborative Networks; Power and Influence; Mathematical Methods

Find at Harvard

May 2018
Article

Selection and Market Reallocation: Productivity Gains from Multinational Production

By: Laura Alfaro and Maggie X. Chen

Assessing the productivity gains from multinational production has been a vital topic of economic research and policy debate. Positive aggregate productivity gains are often attributed to within-firm productivity improvement; however, an alternative, less emphasized... View Details

Keywords: Productivity Gains; Multinational Production; Selection; Market Reallocation; And Within-firm Productivity; Multinational Firms and Management; Production; Performance Productivity; Competition; Mathematical Methods

Find at Harvard

12 Oct 2022
Video

Elizabeth M. Adams: Civic Tech as Advocacy Work

Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations

Social influence cannot be identified from purely observational data on social networks, because such influence is generically confounded with latent homophily, that is, with a node’s network partners being informative about the node’s attributes and therefore... View Details

19 May 2015
First Look

First Look: May 19

and bank executives appear to profit from the analysts' bias since the bias is associated with higher levels of insider trading. Our results highlight the bias created by... View Details

Keywords: Sean Silverthorne

03 Dec 2018
News

Young Americans need to be taught skills, not handed credentials

2011
Case

The Secrets to Managing Business Analytics Projects

By: Thomas H. Davenport, Stijn Viaene and Annabel Van den Bunder

Managers have used business analytics to inform their decision making for years. And while few companies would qualify as being what management innovation and strategy expert Thomas H. Davenport has dubbed "analytic competitors," more and more businesses are moving in... View Details

Keywords: Analytics; Business or Company Management; Information Management