Publications

Article

Cultural Diversity on Wall Street: Evidence from Consensus Earnings Forecasts

By: Kenneth Merkley, Roni Michaely and Joseph Pacelli

We examine how cultural differences among agents influence the aggregate outcome of a common forecasting task. Using both exogenous shocks to sell-side analyst diversity and panel regression methods, we find that increases in analyst cultural diversity positively... View Details

Keywords: Culture; Forecasting; Sell-side Analysts; Information Aggregation; Diversity; Forecasting and Prediction; Information; Performance Improvement

Article

Anger and Regulation

By: Rafael Di Tella and Juan Dubra

We study a model in which agents experience anger when they see a firm that has displayed insufficient concern for the welfare of its clients (i.e., altruism) making high profits. Regulation can increase welfare, for example, through fines (even with no changes in... View Details

Keywords: Altruism; Populism; Public Relations; Profit; Consumer Behavior; Perception; Governing Rules, Regulations, and Reforms

April 2019 (Revised June 2019)
Case

Western Governors University: 10x Vision

By: William R. Kerr and Susie L. Ma

Western Governors University (WGU) was a nonprofit institution of higher education whose online learning model served more than 100,000 students in 2019 and was scaling rapidly. President Scott Pulsipher wanted to expand WGU’s reach to millions more with a plan called... View Details

Keywords: Online Education; Enrollment; Scaling; Higher Education; Internet and the Web; Business Model; Expansion; Growth and Development Strategy; Education Industry; United States

Educators

2019
Working Paper

Large-Scale Demand Estimation with Search Data

By: Tomomichi Amano, Andrew Rhodes and Stephan Seiler

In many online markets, traditional methods of demand estimation are difficult to implement because assortments are very large and individual products are sold infrequently. At the same time, data on consumer search (i.e., browsing) behavior are often available and are... View Details

Keywords: High-dimensional Data; Demand Estimation; Consideration Sets; Consumer Search

SSRN

September 2011
Article

How to Solve the Cost Crisis in Health Care

By: Robert S. Kaplan and Michael E. Porter

Existing health care costing systems have serious flaws that make it impossible to measure costs accurately at the individual patient and medical condition level. This gap has severely limited meaningful cost reduction throughout the system. The paper describes a new... View Details

Keywords: Cost; Health Care and Treatment; Measurement and Metrics; Service Delivery; Outcome or Result; Quality; Health Industry

March 2010
Article

Female Empowerment: Further Evidence From a Commitment Savings Product in the Philippines

By: Nava Ashraf, Dean Karlan and Wesley Yin

Female "empowerment" has increasingly become a policy goal, both as an end to itself and as a means to achieving other development goals. Microfinance in particular has often been argued, but not without controversy, to be a tool for empowering women. Here, using a... View Details

Keywords: Goals and Objectives; Product; Microfinance; Decision Making; Policy; Welfare or Wellbeing; Gender; Power and Influence; Philippines

2010
Working Paper

Agglomerative Forces and Cluster Shapes

By: William R. Kerr and Scott Duke Kominers

We model spatial clusters of similar firms. Our model highlights how agglomerative forces lead to localized, individual connections among firms, while interaction costs generate a defined distance over which attraction forces operate. Overlapping firm interactions... View Details

Keywords: Entrepreneurship; Geographic Location; Patents; Labor; Industry Clusters; Industry Structures; Relationships; Competitive Advantage; Technology Industry; California

17 Aug 2018
News

Worker Representation on Boards Won’t Work Without Trust

14 Apr 2010
Working Paper Summaries

The Economic Crisis and Medical Care Usage

Keywords: by Annamaria Lusardi, Daniel Schneider & Peter Tufano; Health

Web

FAQs - Alumni

Mobility & Accessibility Assistance What mobility assistance and accessibility accommodations are available to reunion attendees? HBS strives to host inclusive, accessible events that enable all individuals to engage fully. Golf cart... View Details

Research Summary

Identity Work, Itinerant Careers, and Management Education

I investigate how and where individuals develop, revise and consolidate identity narratives that afford them some degree of self-esteem, a sense of direction and purpose, and social legitimacy, in the context of careers that feature discontinuities, mobility and... View Details

March 2025
Case

Metaphysic AI: Rethinking the Value of Human Expertise

By: Zoë B. Cullen, Shikhar Ghosh and Shweta Bagai

In early 2025, Thomas Graham, CEO of Metaphysic, a leading AI generative video company confronted fundamental questions about who should control digital identity in a world where AI could perfectly recreate human likeness. Founded in 2021, Metaphysic first rose to fame... View Details

Keywords: Business Model; Ethics; AI and Machine Learning; Intellectual Property; Rights; Negotiation; Value; Motion Pictures and Video Industry; Technology Industry

Educators

August 2018
Article

Creative Sparks or Paralysis Traps? The Effects of Contradictions on Creative Processing and Creative Products

By: Goran Calic and Sébastien Hélie

Paradoxes are an unavoidable part of work life. The unusualness of attempting to simultaneously satisfy contradictory imperatives can result in creative outcomes that simultaneously satisfy both imperatives by inducing search for, and selection of, novel and useful... View Details

Keywords: Creativity; Cognition and Thinking; Business or Company Management; Performance

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Research Summary

Overview

In industries characterized by extreme dynamism, complexity, and uncertainty, formal structure often “falls behind” actual work processes. The nature of work in these environments evolves continuously while formal structure can only do so at specific times in discrete... View Details

Keywords: Organizational Structure; Organizational Design; Organizational Identity; Identity Work; Strategy; Strategic Change; Collaboration; Cross-functional Integration; Cognition; Organizational Evolution; Organizational Alignment; Social Media

2019
Article

An Empirical Study of Rich Subgroup Fairness for Machine Learning

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu

Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details

Keywords: Machine Learning; Fairness; AI and Machine Learning

2018
Working Paper

Taxation and Innovation in the 20th Century

By: Ufuk Akcigit, John Grigsby, Tom Nicholas and Stefanie Stantcheva

This paper studies the effect of corporate and personal taxes on innovation in the United States over the 20th century. We use three new datasets: a panel of the universe of inventors who patent since 1920; a dataset of the employment, location, and patents of firms... View Details

Keywords: Taxation; Innovation and Invention; History; United States

June 2007 (Revised January 2008)
Case

The Vanguard Group, Inc. in 2006 and Target Retirement Funds

By: Luis M. Viceira

The Vanguard Group is one of the largest asset managers in the U.S., with over $1 trillion in assets, ninety percent of which are mutual fund assets, and more than 12,000 employees at year-end 2006. Vanguard has built a strong reputation as the manager of reference for... View Details

Keywords: Asset Management; Investment Funds; Personal Finance; Brands and Branding; Retirement; Trust; Financial Services Industry; United States

Educators

2006
Working Paper

Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning

To date, little research has been done on managing the organizational and political dimensions of generating and improving forecasts in corporate settings. We examine the implementation of a supply chain planning process at a consumer electronics company, concentrating... View Details

Keywords: Prejudice and Bias; Business or Company Management; Supply Chain Management; Forecasting and Prediction; Planning; Electronics Industry