Publications

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Podcast - Business & Environment

conversation explores the role of voluntary carbon markets in mobilizing finance for decarbonization, ensuring the integrity of carbon credits, and scaling high-quality projects. They also discuss emerging standards, innovative financial products, and how companies can... View Details

TeachingInterests

Scaling Minority Businesses

By: Archie L. Jones

Scaling Minority Businesses (SMB) is a field course designed to leverage the intellectual power and community of Harvard Business School to address the vital needs of Black-owned enterprises as they face the twin tasks of surviving and growing. The course... View Details

2022
Article

Is Maximising Creativity Good? The Importance of Elaboration and Internal Confidence in Producing Creative Ideas

By: Goran Calic, Elaine Mosakowski, Nick Bontis and Sébastien Hélie

While knowledge management researchers acknowledge that individuals transition from generation to implementation of ideas, these transitions are not fully understood. The current article focuses on idea elaboration – defined as the transition of an idea from an... View Details

Keywords: Knowledge Management; Organizational Culture; Creativity; Cognition and Thinking; Innovation and Invention; Learning

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November 2022
Article

Impacts of Micromobility on Car Displacement with Evidence from a Natural Experiment and Geofencing Policy

By: Omar Isaac Asensio, Camila Apablaza, M. Cade Lawson, Edward W Chen and Savannah J Horner

Micromobility, such as electric scooters and electric bikes—an estimated US$300 billion global market by 2030—will accelerate electrification efforts and fundamentally change urban mobility patterns. However, the impacts of micromobility adoption on traffic congestion... View Details

Keywords: City; Policy; Transportation; Sustainable Cities

May 2024
Article

Threat Perceptions, Loyalties and Attitudes Towards Peace: The Effects of Civilian Victimization among Syrian Refugees in Turkey

By: Kristin Fabbe, Chad Hazlett and Tolga Sinmazdemir

For refugees who have fled civil conflict, do experiences of victimization by one armed group push them to support the opposing armed groups? Or, does victimization cause refugees to revoke their support for all armed groups, whatever side they are on, and call instead... View Details

Keywords: Refugees; War; Attitudes; Perception

Research Summary

Overview

Dr. Logg studies how people can improve the accuracy of their judgments and decisions. Her main program of work examines when people are most likely to leverage the power of algorithms to improve their accuracy. Research on what she calls “theory of machine” is... View Details

Keywords: Decision Making; Judgment; Algorithms; Advice Taking

Web

Behavioral Finance & Financial Stability

sentiment in the US stock market More Info Leverage and the Beta Anomaly By: Malcolm P. Baker & Jeffrey Wurgler AUG 2020 Baker, Hoeyer, and Wurgler propose a simple tradeoff theory to explain the well-known weak empirical relationship... View Details

Web

Global

School’s innovative online programs are focused on business fundamentals and strategy for a worldwide audience. Our faculty have developed these online programs, leveraging the case method learning model, and focusing on active learning... View Details

Program

Strategy for Health Care Delivery—Virtual

Lead strategic and organizational change to generate value Improve health care quality, system delivery, and patient value Access a network of health care institutions and facilities to enhance quality and coordination of care Leverage... View Details

Keywords: Health Care; Health Care

April 2023
Case

Burning the Sails to Save the Ship: The Pilati Family Dilemma

By: Lauren Cohen, Hao Gao, Jiawei Ye and Grace Headinger

Octavian Graf Pilati, rising generation member of an Austrian princely family, prepared to sell the palace his family had held for over three hundred years. In recent years, the Pilati family lands had been leveraged as loan collateral for an international venture that... View Details

Keywords: Family Office; Family; Plant-Based Agribusiness; Agribusiness; Family Business; Property; Identity; Culture; Ethics; Insolvency and Bankruptcy; Governance; Crisis Management; Family and Family Relationships; Agriculture and Agribusiness Industry; Real Estate Industry; Austria

2020
Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang

We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details

Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science

SSRN

2014
Working Paper

Principals and Their Car Dealers: What Do Targets Tell About Their Relation?

By: Jan Bouwens, Eddy Cardinaels and Jingwen Zhang

In this study we describe target setting and target achievements for a car dealership. Car dealers are eligible for a discount on the purchase price conditional on their achieving the sales targets set by the franchisor. We show that car dealers (franchisees) who... View Details

Keywords: Goals and Objectives; Motivation and Incentives; Franchise Ownership; Auto Industry; Retail Industry

March 2005 (Revised June 2006)
Case

Sun Microsystems, Inc.: Web Services Strategy

By: Thomas R. Eisenmann and Fernando Suarez

Microsoft and IBM have excluded Sun Microsystems from the board of the Web Services Interoperability Organization (WS-I), an industry consortium that will shape the evolution of Web services standards. Sun managers must decide whether to join WS-I as a contributing... View Details

Keywords: Information Technology; Standards; Corporate Governance; Power and Influence; Web Services Industry; Information Technology Industry

2007
Working Paper

Platform Envelopment

By: Thomas Eisenmann, Geoffrey Parker and Marshall Van Alstyne

Due to network effects and switching costs in platform markets, entrants generally must offer revolutionary functionality. We explore a second entry path that does not rely upon Schumpeterian innovation: platform envelopment. Through envelopment, a provider in one... View Details

Keywords: Digital Platforms; Market Entry and Exit; Network Effects

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

Research Summary

Personal Development and Interpersonal Feedback

Enabling individual development and learning are key to enabling organizational success as well as employee satisfaction and engagement. Many organizational approaches to employee development visualize feedback processes as mechanisms for illuminating individual... View Details

Keywords: Feedback; Personal Development

May–June 2025
Article

Sustainability as a Business-Model Transformation

By: Ivanka Visnjic, Felipe Monteiro and Michael L. Tushman

Many global companies have made public commitments to sustainability targets. Fulfilling these commitments will require firms to transform their business models and organizational architectures. A few pioneers are leading the way, demonstrating that companies can make... View Details

Keywords: Environmental Sustainability; Business Model

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September 2024
Case

Leadership for Stretch Goals: Inspiring Employees to Achieve the Impossible at Charter Next Generation

By: Ethan Rouen and Elisabeth Powell

In 2023, Kathy Bolhous, CEO of Charter Next Generation (CNG), set out to achieve an ambitious "Moonshot"—increasing profits by $100 million within three years, purely through internal innovations and efficiency gains, without layoffs or new revenue streams. After years... View Details

Keywords: Profit; Collaborative Innovation and Invention; Leadership; Growth Management; Mission and Purpose; Employee Ownership; Motivation and Incentives

2022
Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju

Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details

Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods