Publications

Find at Harvard

Register to Read

2023
Article

Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

By: Suraj Srinivas, Sebastian Bordt and Himabindu Lakkaraju

One of the remarkable properties of robust computer vision models is that their input-gradients are often aligned with human perception, referred to in the literature as perceptually-aligned gradients (PAGs). Despite only being trained for classification, PAGs cause... View Details

Keywords: AI and Machine Learning; Mathematical Methods

2023
Working Paper

Causes and Consequences of State Violence against Civilians: The Rohingya of Myanmar

By: C. Austin Davis, Paula Lopez-Pena, A. Mushfiq Mobarak and Jaya Wen

The Rohingya crisis is a severe, ongoing conflict involving large-scale violence and forced displacement, yet its causes are contested and its consequences lack systematic documentation. We marshal a variety of existing and original data to shed light on its drivers,... View Details

Keywords: War; Conflict and Resolution; Motivation and Incentives; Developing Countries and Economies; Myanmar

2020
Working Paper

Socioeconomic Network Heterogeneity and Pandemic Policy Response

By: Abhishek Nagaraj, Mohammad Akbarpour, Cody Cook, Aude Marzuoli, Simon Mongey, Matteo Saccarola, Pietro Tebaldi, Shoshana Vasserman and Hanbin Yang

We develop and implement a heterogeneous-agents network-based empirical model to analyze alternative policies during a pandemic outbreak. We combine several data sources, including information on individuals’ mobility and encounters across metropolitan areas,... View Details

Keywords: Health Pandemics; Policy; Outcome or Result; Analysis

2020
Working Paper

The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy

By: Dominika K. Sarnecka and Gary P. Pisano

Over the past few decades, a consensus has emerged that breakthrough innovations emerge from exploration of novel terrain while more routine innovations are the product of exploitation. In this paper, we revisit this explore versus exploit dichotomy with an analysis... View Details

Keywords: Breakthrough Innovation; Exploration And Exploitation; Innovation and Invention; Technological Innovation

2016
Book

Innovation Policy and the Economy, Volume 17

By: Shane Greenstein, Josh Lerner and Scott Stern

The seventeenth volume of the National Bureau of Economic Research’s Innovation Policy and the Economy provides an accessible forum for bringing the work of leading academic researchers to an audience of policymakers and those interested in the interaction... View Details

Keywords: Innovation and Invention; Technological Innovation; Governance; Policy; Economy

2017
Working Paper

Management as a Technology?

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen

Are some management practices akin to a technology that can explain firm and national productivity, or do they simply reflect contingent management styles? We collect data on core management practices from over 11,000 firms in 34 countries. We find large cross-country... View Details

Keywords: Management Practices; Productivity; Competition; Management Practices and Processes; Performance Productivity

SSRN

2015
Working Paper

Are CEOs Born Leaders? Lessons from Traits of a Million Individuals

By: Renée Adams, Matti Keloharju and Samuli Knüpfer

What makes a CEO? We merge data on the traits of more than one million Swedish males, measured at age 18 in a mandatory military enlistment test, with data on their service as a CEO of any Swedish company decades later. CEOs have higher cognitive and non-cognitive... View Details

Keywords: Personal Characteristics; Management Teams

SSRN

June 2011
Article

Implicit Voice Theories: Taken-for-granted Rules of Self-censorship at Work

By: J. R. Detert and Amy C. Edmondson

This article examines, in a series of four studies, the nature and impact of implicit voice theories-largely taken-for-granted beliefs about when and why speaking up at work is risky or inappropriate. In Study 1, qualitative data from 190 interviews conducted in a... View Details

Keywords: Spoken Communication; Interpersonal Communication; Employees; Managerial Roles; Organizational Culture; Risk and Uncertainty; Behavior

Find at Harvard

2009
Working Paper

Virtual Team Learning: Reflecting and Acting, Alone or With Others

By: Deborah L. Soule and Lynda M. Applegate

This paper examines virtual team learning in new product development situations. New product development activities manifest novelty, uncertainty and complexity, presenting an extreme need for learning in the course of the work. We present data from an exploratory... View Details

Keywords: Competency and Skills; Learning; Knowledge Acquisition; Knowledge Use and Leverage; Product Development; Groups and Teams; Behavior

January 2002 (Revised September 2002)
Case

Corporate Renewal in America

By: Bruce R. Scott and Thomas S. Mondschean

Discusses various macroeconomic, regulatory, technological, and financial forces that led to increased corporate restructuring in the United States beginning in the mid-1980s. The U.S. financial system is often viewed as the most developed in the world and a model for... View Details

Keywords: Performance Evaluation; Corporate Governance; Macroeconomics; Economic Systems; Restructuring; Markets; Private Sector; Corporate Finance; Germany; Japan; United States

Educators

25 Sep 2015
Working Paper Summaries

Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning

Keywords: by Huang Guofang, Hong Luo & Jing Xia; Auto

14 Aug 2015
Working Paper Summaries

Are ‘Better’ Ideas More Likely to Succeed? An Empirical Analysis of Startup Evaluation

Keywords: by Pian Shu; Financial Services

Research Summary

Antecedents and Consequences of Trust in Intraorganizational Relations: An International Comparison

This project moves the level of analysis to the intraorganizational level. The empirical context consists of internal relationships between the Information Systems (IS) function and the user groups. Are better project management techniques, better software development... View Details

April 2022 (Revised April 2023)
Case

Highland Park Wood Co. (Abridged)

By: David E. Bell

A major home builder wishes to purchase lumber (Southern pine). The builder wants delivery in six months but prefers to lock-in the price near current rates. The lumber wholesaler must decide on a pricing and sourcing strategy. Examples include: 1) buy & hold, 2) wait... View Details

Keywords: Decision Choices and Conditions; Goods and Commodities; Futures and Commodity Futures; Price; Forest Products Industry; Construction Industry

Educators

2016
Working Paper

CEO Personality and Firm Policies

By: Ian D. Gow, Steven N. Kaplan, David F. Larcker and Anastasia A. Zakolyukina

Based on two samples of high quality personality data for chief executive officers (CEOs), we use linguistic features extracted from conferences calls and statistical learning techniques to develop a measure of CEO personality in terms of the Big Five traits:... View Details

Keywords: Interpersonal Communication; Personal Characteristics; Management Teams

Find at Harvard

2009
Chapter

Plant-Size Distribution and Cross-Country Income Differences

By: Laura Alfaro, Andrew Charlton and Fabio Kanczuk

We investigate, using plant-level data for 79 developed and developing countries, whether differences in the allocation of resources across heterogeneous plants are a significant determinant of cross-country differences in income per worker. For this purpose, we use a... View Details

Keywords: Factories, Labs, and Plants; Developing Countries and Economies; Wages; Resource Allocation; Mathematical Methods

2008
Working Paper

Firm-Size Distribution and Cross-Country Income Differences

By: Laura Alfaro, Andrew Charlton and Fabio Kanczuk

We investigate, using plant-level data for 79 developed and developing countries, whether differences in the allocation of resources across heterogeneous plants are a significant determinant of cross-country differences in income per worker. For this purpose, we use a... View Details

Keywords: Factories, Labs, and Plants; Developing Countries and Economies; Wages; Resource Allocation; Mathematical Methods