Publications

01 Apr 2025
HBS Seminar

Eric Bradlow, University of Pennsylvania

2023
Working Paper

Design-Based Inference for Multi-arm Bandits

By: Dae Woong Ham, Iavor I. Bojinov, Michael Lindon and Martin Tingley

Multi-arm bandits are gaining popularity as they enable real-world sequential decision-making across application areas, including clinical trials, recommender systems, and online decision-making. Consequently, there is an increased desire to use the available... View Details

Keywords: Analytics and Data Science; Mathematical Methods

September–October 2022
Article

Seeking Purity, Avoiding Pollution: Strategies for Moral Career Building

By: Erin Reid and Lakshmi Ramarajan

This study builds theory on how people construct moral careers. Analyzing interviews with 102 journalists, we show how people build moral careers by seeking jobs that allow them to fulfill both the institution’s moral obligations and their own material aims. We... View Details

Keywords: Personal Development and Career; Moral Sensibility

Article

Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development

By: Michael Beer

A normative and actionable theory of planned organizational change and development is proposed based on fifty years of engagement by the author as a scholar-consultant. Five principles are central features of the theory and practice proposed: 1) Organizations are... View Details

Keywords: Consultant; Process; Systems; Silence; Organizational Change and Adaptation; Leadership; Learning; Management Teams

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February 2019
Article

The Market for Financial Adviser Misconduct

By: Mark Egan, Gregor Matvos and Amit Seru

We construct a novel database containing the universe of financial advisers in the United States from 2005 to 2015, representing approximately 10% of employment of the finance and insurance sector. We provide the first large-scale study that documents the economy-wide... View Details

Keywords: Financial Advisors; Brokers; Consumer Finance; Financial Misconduct And Fraud; FINRA; Financial Institutions; Crime and Corruption; Organizational Culture; Personal Finance; Financial Services Industry

2017
Working Paper

The Need for Speed: Effects of Uncertainty Reduction in Patenting

By: Mike Horia Teodorescu

Patents are essential in commerce to establish property rights for ideas and to give equal protection to firms that develop new technologies. Young firms especially depend on the protection of intellectual property to bring a product from concept to market. However,... View Details

Keywords: Startups; Natural Language Processing; Machine Learning; Patents; Business Startups; Risk and Uncertainty; Outcome or Result; Green Technology Industry

January 2013 (Revised April 2015)
Case

Affinity Labs: Valuing Customer Growth

By: Joseph B. Lassiter III and Elizabeth Kind

In November 2006, Chris Michel left Military.com, which he founded in 1999, to start Affinity Labs, a global network of online communities. That month, Michel raised a Series A round of venture funding and established a partnership with Monster, which he had sold... View Details

Keywords: Mergers and Acquisitions; Business Startups; Entrepreneurship; Demand and Consumers; Partners and Partnerships; Social and Collaborative Networks; Online Technology

Educators

May 2006
Case

A123Systems

By: H. Kent Bowen, Kenneth P Morse and Douglass Cannon

A 123Systems was a young company that was founded on basic materials science research at the Massachusetts Institute of Technology. A co-founder of the company, Yet-Ming Chiang, was a full professor at MIT and served as scientific adviser. Intellectual property based... View Details

Keywords: Intellectual Property; Business Startups; Research and Development; Commercialization; Technological Innovation; Science-Based Business; Product Development; Battery Industry; Electronics Industry; Massachusetts

Educators

28 Apr 2011
Working Paper Summaries

When Smaller Menus are Better: Variability in Menu-Setting Ability and 401(k) Plans

Keywords: by David Goldreich & Hanna Halaburda

Research Summary

Mutiny in the Workplace: When Leaders Are Challenged From Within

My dissertation focuses on the rarely studied phenomenon of mutiny in organizations. Based on three recent cases of mutiny in professional organizations, I examine the process by which employee dissatisfaction transforms into collective mobilization... View Details

2021
Article

Masked and Distanced: A Qualitative Study of How Personal Protective Equipment and Distancing Affect Teamwork in Emergency Care

By: Tuna Cem Hayirli, Nicholas Stark, Aditi Bhanja, James Hardy, Christopher Peabody and Michaela J. Kerrissey

Background: Newly intensified use of personal protective equipment (PPE) in emergency departments presents teamwork challenges affecting the quality and safety of care at the frontlines.
Objective: We conducted a qualitative study to categorize and... View Details

Keywords: COVID-19; Teamwork; Emergency Service; Hospital; Quality Of Health Care; Health Pandemics; Health Care and Treatment; Quality; Groups and Teams; Communication

May 2021 (Revised February 2024)
Teaching Note

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Ayelet Israeli and Jill Avery

THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details

Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States

Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec

As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details

Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework

2018
Book

Food Citizenship: Food System Advocates in an Era of Distrust

By: Ray A. Goldberg

The global food system is the largest segment of the world's economy. As agribusiness-studies pioneer Ray Goldberg suggests, it is also the largest health system on the planet. And it is changing fast. Its size and importance to human, environmental, and economic... View Details

Keywords: Food; System; Global Range; Health; Environmental Sustainability; Development Economics; Partners and Partnerships; Public Opinion; Agriculture and Agribusiness Industry; Food and Beverage Industry

September–October 2017
Article

Blurring the Boundaries: The Interplay of Gender and Local Communities in the Commercialization of Social Ventures

By: Stefan Dimitriadis, Matthew Lee, Lakshmi Ramarajan and Julie Battilana

This paper examines the critical role of gender in the commercialization of social ventures. We argue that cultural beliefs about what is perceived to be appropriate work for each gender influence how founders of social ventures incorporate commercial activity into... View Details

Keywords: Community; Cultural Beliefs; Social Enterprise; Gender; Local Range; Commercialization; Culture