Publications

10 Sep 2020
Blog Post

Founding a Company at the Intersection of Medicine and Technology

surgical robotics to treat lung cancer, the intersection of medicine and technology was a deep interest of his prior to HBS. He is now the Founder and CEO of Alife Health,... View Details

Research Summary

Delegation of Authority in Oligopoly

This paper studies the consequences of product-market competition on firms' decisions to delegate more or fewer decision-making responsibilities to managers. By simultaneously addressing the choice of both competitive actions and organizational design, the paper... View Details

08 Apr 2015
Working Paper Summaries

The Cooperative Solution of Stochastic Games

Keywords: by Elon Kohlberg & Abraham Neyman

February 2018
Article

Maintaining Beliefs in the Face of Negative News: The Moderating Role of Experience

By: Bradley R. Staats, Diwas S. KC and F. Gino

Many models in operations management involve dynamic decision making that assumes optimal updating in response to information revelation. However, behavioral theory suggests that rather than updating their beliefs, individuals may persevere in their prior beliefs. In... View Details

Keywords: Information; Announcements; Service Operations; Decision Making; Medical Specialties; Experience and Expertise; Medical Devices and Supplies Industry

February 2005 (Revised November 2016)
Background Note

Forecasting the Adoption of a New Product

By: Elie Ofek

Provides tools and methodologies that allow forecasting demand for innovative new products. Highlights the Bass model—the theory behind it and ways to determine its parameters. Provides a detailed example of how to use the Bass model to forecast demand for satellite... View Details

Keywords: Forecasting and Prediction; Innovation and Invention; Marketing; Demand and Consumers; Mathematical Methods; Competition

Educators

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Article

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details

Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods

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2023
Working Paper

Sending Signals: Strategic Displays of Warmth and Competence

By: Bushra S. Guenoun and Julian J. Zlatev

Using a combination of exploratory and confirmatory approaches, this research examines how people signal important information about themselves to others. We first train machine learning models to assess the use of warmth and competence impression management... View Details

Keywords: AI and Machine Learning; Personal Characteristics; Perception; Interpersonal Communication

April 2021
Article

The Effects of Quota Frequency: Sales Performance and Product Focus

By: Doug J. Chung, Das Narayandas and Dongkyu Chang

This study investigates the comprehensive and multidimensional effects of quota (goal) frequency on sales force performance. We develop a theory of salespeople’s behavior—aggregate effort and the product type focus—in response to the temporal length of a sales-quota... View Details

Keywords: Sales Force Compensation; Field Experiment; Quotas; Quota Frequency; Commissions; Bonuses; Goals; Salesforce Management; Compensation and Benefits; Goals and Objectives; Behavior; Performance

This study investigates the comprehensive and multidimensional effects of quota (goal) frequency on sales force performance. The study provides a theory of salespeople’s behavior—aggregate effort and the product type focus—in response to the temporal length of a... View Details

October 2008
Article

Navigating the Bind of Necessary Evils: Psychological Engagement and the Production of Interpersonally Sensitive Behavior

By: Joshua D. Margolis and Andrew Molinsky

We develop grounded theory about how individuals respond to the subjective experience of performing "necessary evils" and how that influences the way they treat targets of their actions. Despite the importance and difficulty of delivering just, compassionate treatment... View Details

Keywords: Interpersonal Communication; Fairness; Moral Sensibility; Problems and Challenges; Behavior; Power and Influence; Welfare

2014
Working Paper

Speaking of Corporate Social Responsibility

By: Hao Liang, Christopher Marquis, Luc Renneboog and Sunny Li Sun

We argue that the language spoken by corporate decision makers influences their firms' social responsibility and sustainability practices. Linguists suggest that obligatory future-time-reference (FTR) in a language reduces the psychological importance of the future.... View Details

Keywords: Language; Future-Time-Reference; Categories; Culture; Corporate Social Responsibility; Sustainability; Communication; Corporate Social Responsibility and Impact

SSRN

07 Dec 2010
Working Paper Summaries

Towards an Understanding of the Role of Standard Setters in Standard Setting

Keywords: by Abigail Allen & Karthik Ramanna; Accounting

2018
Chapter

Creativity and the Labor of Love

By: Teresa M. Amabile

BOOK ABSTRACT: This book provides an overview of the approaches of leading scholars to understanding the nature of creativity, its measurement, its investigation, its development, and its importance to society. The authors are the 24 psychological scientists who are... View Details

Keywords: Creativity

2023
Article

Experimental Evaluation of Individualized Treatment Rules

By: Kosuke Imai and Michael Lingzhi Li

The increasing availability of individual-level data has led to numerous applications of individualized (or personalized) treatment rules (ITRs). Policy makers often wish to empirically evaluate ITRs and compare their relative performance before implementing them in a... View Details

Keywords: Causal Inference; Heterogeneous Treatment Effects; Precision Medicine; Uplift Modeling; Analytics and Data Science; AI and Machine Learning

September 2024
Article

The Human Side of the Future of Work: Understanding the Role People Play in Shaping a Changing World

By: Jochen I. Menges, Lauren C. Howe, Erika Hall, Jon M. Jachimowicz, Sharon K. Parker, Riki Takeuchi, Abhijeet K. Vadera, Ashley Whillans and Susan K. Cohen

For as long as there has been work, there has been a “future of work,” through humans’ ingenuity and drive to get things done easier, faster, and better. With the industrial revolution, efforts to shape a better future of work were dominated by improvements in... View Details

Keywords: Change; Labor

Teaching Interest

Design of Field Research Methods (DFRM)

Field research involves collecting original data (qualitative and/or quantitative) in field sites. This course combines informal lecture and discussion with practical exercises to build specific skills for conducting field research in organizations. Readings include... View Details

Article

Howard Raiffa: The Art, Science, and Humanity of a Legendary Negotiation Analyst

By: James K. Sebenius

Rightly known as the “father of negotiation analysis,” Howard Raiffa was my thesis advisor, colleague, and friend for over 30 years. The bulk of this article develops an account of his intellectual trajectory from game theory to statistical decision theory to decision... View Details

Keywords: Negotiation Analysis; Bargaining; Howard Raiffa; Negotiation; Personal Development and Career