Publications

2009
Working Paper

Social Influence Given (Partially) Deliberate Matching: Career Imprints in the Creation of Academic Entrepreneurs

By: Pierre Azoulay, Christopher C. Liu and Toby E. Stuart

Actors often match with associates on a small set of dimensions that matter most for the particular relationship at hand. In so doing, they are exposed to unanticipated social influences because counterparts have more interests, attitudes, and preferences than would-be... View Details

Keywords: Entrepreneurship; Patents; Marketplace Matching; Mathematical Methods; Science-Based Business; Power and Influence; Social and Collaborative Networks; Biotechnology Industry

16 May 2023
HBS Case

How KKR Got More by Giving Ownership to the Factory Floor: ‘My Kids Are Going to College!’

KKR sold CHI in 2022 for 10 times the equity it had invested, it amounted to the company’s most successful deal in more than two decades—and a payout of $360 million to its 800 employees. It was validation that changing the mindset of... View Details

Keywords: by Avery Forman

July 2020
Article

Tell It Like It Is: When Politically Incorrect Language Promotes Authenticity

By: J. Schroeder, M. Rosenblum and F. Gino

When a person’s language appears political—such as being politically correct or incorrect—it can influence fundamental impressions of him or her. Political correctness is “using language or behavior to seem sensitive to others’ feelings, especially those others who... View Details

Keywords: Language; Interpersonal Communication; Perception

2025
Working Paper

The Value of Silence: The Effect of UMG’s Licensing Dispute with TikTok on Music Demand

By: Mengjie (Magie) Cheng, Elie Ofek and Hema Yoganarasimhan

Social media platforms like TikTok have transformed how music is discovered, consumed, and monetized. This study examines the implications of the dispute between TikTok and Universal Music Group (UMG), which resulted in UMG excluding its music from TikTok from... View Details

Keywords: Demand And Consumers; Monetization; Social Media; Revenue; Conflict and Resolution; Music Industry

SSRN

2000
Book

Competitive Environmental Strategy: A Guide to the Changing Business Landscape

By: Andrew J. Hoffman

Environmental concerns can greatly affect business success, regardless of whether a business person or corporation shares those concerns. Today's corporate managers must understand the power of environmental issues, and shift their mindset from one focused on... View Details

Keywords: Competitive Strategy; Environmental Management; Social Issues; Organizational Change and Adaptation

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October–December 2022
Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details

Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction

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23 Nov 2021
Book

What It Takes to Build an Organizational Culture That Wins

difficult. Success may validate the rightness of the culture—until it doesn’t. But that success is relatively short for organizations on track A in a competitive environment that is changing faster and faster, much too fast for any change... View Details

Keywords: by Avery Forman

22 Sep 2011
Working Paper Summaries

Measuring Teamwork in Health Care Settings: A Review of Survey Instruments

Keywords: by Melissa A. Valentine, Ingrid M. Nembhard & Amy C. Edmondson; Health

August 2011 (Revised October 2011)
Case

PureTech Ventures in 2011

By: Andrei Hagiu, Cesar Castro and Sarah Murphy

In early May 2011, Daphne Zohar, founder and managing partner of PureTech Ventures, a life science venture creation company in Boston, MA, was reviewing a term sheet she had just received from a venture capital (VC) firm for one of PureTech's portfolio companies. The... View Details

Keywords: Business Ventures; Business Startups; Venture Capital; Investment; Innovation and Invention; Negotiation; Partners and Partnerships; Science-Based Business; Opportunities; Boston

Educators

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23 May 2023
Research & Ideas

Face Value: Do Certain Physical Features Help People Get Ahead?

Next came the empirical validation of directions and rankings. The authors developed a deep learning model that predicts if a face could belong to a celebrity or not. And they then compared that CVP score prediction against the facial... View Details

Keywords: by Kara Baskin

14 Feb 2022
Research & Ideas

Curiosity, Not Coding: 6 Skills Leaders Need in the Digital Age

their actions. They must learn to see their decisions and actions as working hypotheses that they can only validate by collecting feedback on their impact as expeditiously as possible. Leaders will be blindsided if they rely only on their... View Details

Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards; Technology

July–August 2013
Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie

As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details

Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior

03 Oct 2023
Research Event

Build the Life You Want: Arthur Brooks and Oprah Winfrey Share Happiness Tips

reflection of that service. So I have validated you, which is one of the most important lessons I learned in 25 years of The Oprah Show is that everybody is looking to be validated. Brooks: That's for sure. Winfrey: So, it's not just... View Details

Keywords: by HBS Staff

2025
Working Paper

When Where Watt: Harnessing the Value of Time and Location for Renewable Electricity Generation

By: Vishrut Rana, Christian Kaps and Serguei Netessine

Problem definition: Investments in renewable energy have surged worldwide in recent years, with over $2 trillion spent globally on clean energy. This surge was driven by growing policy support, concerns about energy security, and, most importantly, the cost... View Details

Keywords: Wind Power; Electricity Distribution; Renewable Energy; Profit; Investment Return; Factories, Labs, and Plants; Geographic Location; Revenue; Energy Industry; Utilities Industry

SSRN

August 2017
Article

Relationship Between Labor and Delivery Unit Management Practices and Maternal Outcomes

By: Avery C. Plough, Grace Galwin, Zhonghe Li, Stuart R. Lipsitz, Shehnaz Alidina, Natalie J. Henrich, Lisa R. Hirschhorn, William R. Berry, Atul A. Gawande, Doris Peter, Rory McDonald, Donna L. Caldwell, Janet H. Muri, Debra Bingham, Aaron B. Caughey, Eugene R. Declercq and Neel T. Shah

OBJECTIVE: To define, measure, and characterize key competencies of managing labor and delivery units in the United States and assess the associations between unit management and maternal outcomes. METHODS: We developed and administered a management measurement... View Details

Keywords: Health Care and Treatment; Management Practices and Processes; Performance Evaluation; Outcome or Result; United States

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10 Jan 2012
Working Paper Summaries

The Evolving Basis for Legitimacy of the World Trade Organization: Dispute Settlement and the Rebalancing of Global Interests

Keywords: by Arthur Daemmrich

May 2021
Article

Choice Architecture in Physician–patient Communication: A Mixed-methods Assessment of Physicians' Competency

By: J. Hart, K. Yadav, S. Szymanski, A. Summer, A. Tannenbaum, J. Zlatev, D. Daniels and S.D. Halpern

Background: Clinicians’ use of choice architecture, or how they present options, systematically influences the choices made by patients and their surrogate decision makers. However, clinicians may incompletely understand this influence.... View Details

Keywords: Choice Architecture; Health Care and Treatment; Interpersonal Communication; Decision Choices and Conditions; Competency and Skills

Research Summary

Overview

ECONOMICS OF THE ADVERTISING AND MARKETING SERVICEC INDUSTRY

Professor Silk’s recent research has been focused on the economics of the advertising and marketing services industry. He has conducted econometric studies of the effects of scale and scope on the... View Details

April 2024
Article

A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification

By: Hsin-Hsiao Scott Wang, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow and Caleb Nelson

Backgrounds: Urinary Tract Dilation (UTD) classification has been designed to be a more objective grading system to evaluate antenatal and post-natal UTD. Due to unclear association between UTD classifications to specific anomalies such as vesico-ureteral reflux (VUR),... View Details

Keywords: Health Disorders; Health Testing and Trials; AI and Machine Learning; Health Industry