Publications
Publications
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- All HBS Web
(411)
- Faculty Publications (79)
- 2022
- Working Paper
Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments
By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso
We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details
- Article
Behavioral and Neural Representations en route to Intuitive Action Understanding
By: Leyla Tarhan, Julian De Freitas and Talia Konkle
When we observe another person’s actions, we process many kinds of information—from how their body moves to the intention behind their movements. What kinds of information underlie our intuitive understanding about how similar actions are to each other? To address this... View Details
- 2021
- Chapter
Towards a Unified Framework for Fair and Stable Graph Representation Learning
By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details
- April 2021
- Case
Glass-Shattering Leaders: Ros Atkins
By: Boris Groysberg and Colleen Ammerman
Ros Atkins launched the 50:50 Project on a BBC news program he anchored, deciding with his team to start tracking the gender of the contributors and experts featured on the show. Before long, it was clear that monitoring the data led to increased awareness of a gender... View Details
- September 2020
- Teaching Note
Mary Guerrero and the Advancement of Latinx Talent: Developing an Employee Resource Group at a Top Tier Bank (A) and (B)
By: Rosabeth Moss Kanter and Amy Hernandez Turcios
Teaching Note for HBS Case Nos. 321-017 and 321-018. View Details
- September 2020
- Case
Keeping It in the Family at the Hayden Saw Company
By: V.G. Narayanan and John Masko
In 2019, Board Chair and third-generation shareholder Helen Fullerton was preparing for a meeting to discuss Ohio-based Hayden Saw Company’s (Hayden) future as a family business. As the company entered its fifth decade, the Hayden family was dealing with three distinct... View Details
- August 2020
- Case
Mary Guerrero and the Advancement of Latinx Talent: Developing an Employee Resource Group at a Top Tier Bank (A)
By: Rosabeth Moss Kanter and Amy Hernandez Turcios
Mary Guerrero was a first-generation Latina and an investment banking analyst at a top tier bank on Wall Street—Bulge Bracket Bank (BBB). She was committed to increasing representation of Latinx talent at her firm. She was already doing a lot of individual work to make... View Details
- Article
Matching in Networks with Bilateral Contracts: Corrigendum
By: John William Hatfield, Ravi Jagadeesan and Scott Duke Kominers
Hatfield and Kominers (2012) introduced a model of matching in networks with bilateral contracts and showed that stable outcomes exist in supply chains when firms' preferences over contracts are fully substitutable. Hatfield and Kominers (2012) also asserted that in... View Details
- June 2020
- Article
Understanding Different Approaches to Benefit-Based Taxation
By: Robert Scherf and Matthew C. Weinzierl
The normative principle of benefit-based taxation has exerted substantial influence on many areas of public finance, but it has been largely set aside in the modern theoretical approach to optimal income taxation, where welfarist objectives dominate. A prerequisite for... View Details
- March 2020
- Article
Explaining the Persistence of Gender Inequality: The Work-family Narrative as a Social Defense Against 24/7 Work Culture
By: Irene Padavic, Robin J. Ely and Erin M. Reid
It is widely accepted that the conflict between women’s family obligations and professional jobs’ long hours lies at the heart of their stalled advancement. Yet research suggests that this “work-family narrative” is incomplete: men also experience it and nevertheless... View Details
- November 2019
- Case
DeepMap: Charting the Road Ahead for Autonomous Vehicles
By: Shane Greenstein and Nicole Tempest Keller
Founded in 2016, DeepMap developed high definition (HD) mapping software and localization services for Level 4+ autonomous vehicles. Traditional navigational maps were accurate to a few meters, which was sufficient for drivers but not for machine-driven vehicles that... View Details
- November 2019
- Article
Procedural Justice and the Risks of Consumer Voting
By: Tami Kim, Leslie John, Todd Rogers and Michael I. Norton
Firms are increasingly giving consumers the vote. Eight studies demonstrate that when firms empower consumers to vote, consumers infer a series of implicit promises—even in the absence of explicit promises. We identify three implicit promises to which consumers react... View Details
- November 2019
- Case
The Boss Has the Wrong Idea: Confidential Role Material for Julia Smith
By: Katherine Coffman, Kathleen McGinn, Judith A. Clair and Katherine Chen
“The Boss Has the Wrong Idea” is a two-person conversation exercise in which an MBA student seeks advice from a mentor in her field about how to handle an incident of workplace sexual harassment. The case consists of two confidential role materials: a role for the... View Details
- November 2019
- Case
The Boss Has the Wrong Idea: Confidential Role Material for Lee Clancy
By: Katherine Coffman, Kathleen McGinn, Judith A. Clair and Katherine Chen
“The Boss Has the Wrong Idea” is a two-person conversation exercise in which an MBA student seeks advice from a mentor in her field about how to handle an incident of workplace sexual harassment. The case consists of two confidential role materials: a role for the... View Details
- October 2019
- Case
Harlem Capital: Changing the Face of Entrepreneurship (A)
By: George Serafeim
Jarrid Tingle and Henri Pierre-Jacques had spent the summer between their first and second years of their Harvard Business School MBA program fund raising for their start-up venture capital (VC) firm, Harlem Capital Partners. Harlem Capital was founded upon the... View Details
Keywords: Impact Investing; Gender Bias; Gender Inequality; Minority Representation; Entrepreneurial Finance; Investment Management; Investing; Inequality; Race And Ethnicity; Black Entrepreneurs; Black Inventors; Black Leadership; Venture Investing; Fund Raising; Venture Capital; Entrepreneurship; Diversity; Gender; Race; Equality and Inequality; Equity; Mission and Purpose; Investment Funds; Financial Services Industry; United States
- October 2019
- Supplement
Harlem Capital: Changing the Face of Entrepreneurship (B)
By: George Serafeim
The (B) case describes Tingle and Pierre-Jacques’ decision to commit fully to Harlem Capital as their post-graduation job. The case explores the results of their fundraising efforts, new strategic partnerships, and how they plan to “build the market” in order to... View Details
Keywords: Impact Investing; Gender Bias; Gender Inequality; Minority Representation; Entrepreneurial Finance; Investment Management; Investing; Inequality; Venture Capital; Entrepreneurship; Diversity; Gender; Equality and Inequality; Equity; Mission and Purpose; Investment Funds; Financial Services Industry
- 2019
- White Paper
Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy
By: George Serafeim, T. Robert Zochowski and Jennifer Downing
Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed... View Details
- Article
'Matter Battles': Cognitive Representations, Boundary Objects, and the Failure of Collaboration in Two Smart Cities
By: Tiona Zuzul
In this paper, I present a longitudinal study of two smart city projects that brought together experts from diverse knowledge domains. Both projects structured collaboration around the development of boundary objects that could integrate actors’ expertise. In both... View Details
- May 2019
- Teaching Note
Gender and Free Speech at Google (A), (B), & (C)
By: Nien-hê Hsieh and Sarah Mehta
Teaching Note for HBS No. 318-085, 319-095, and 319-097. View Details
- April 2019
- Technical Note
A Note on Boards in VC-Backed Ventures
By: Shikhar Ghosh, Ramana Nanda, Suraj Srinivasan and Terrence Shu
What is the value of a Board, and why does a company need one? The note documents the formal role of a Board of Directors as going beyond simply acting as legal representation of corporate ownership. Moreover, this role changes as the company moves through different... View Details