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(809)
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- Faculty Publications (330)
Show Results For
- All HBS Web
(809)
- People (1)
- News (87)
- Research (606)
- Events (8)
- Multimedia (6)
- Faculty Publications (330)
- August 2023
- Article
Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use... View Details
Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
- 05 Oct 2016
- Blog Post
The Women’s College Cohort at Peek Weekend
provided an anchor by centering my interpretations within a motif of leadership and collaborative discussion during what could have otherwise been a completely overwhelming experience. Having attended Peek, I now have a far better... View Details
- Research Summary
Sustaining innovation in mature organizations
A theoretical investigation of how mature organizations can prevent exploitation (refinement of existing capabilities) from driving out exploration (development of new capabilities). We propose that perturbations create opportunity for organizations to learn. To... View Details
- Article
Seeking the Roots of Entrepreneurship: Insights from Behavioral Economics
By: Thomas Astebro, Holger Herz, Ramana Nanda and Roberto A. Weber
There is a growing body of evidence that many entrepreneurs seem to enter and persist in entrepreneurship despite earning low risk-adjusted returns. This has lead to attempts to provide explanations—using both standard economic theory and behavioral economics—for why... View Details
Astebro, Thomas, Holger Herz, Ramana Nanda, and Roberto A. Weber. "Seeking the Roots of Entrepreneurship: Insights from Behavioral Economics." Journal of Economic Perspectives 28, no. 3 (Summer 2014): 49–70.
- 19 Oct 2021
- HBS Seminar
Cynthia Rudin, Duke University
- September 2020
- Case
Drinkworks: Home Bar by Keurig
By: Sunil Gupta, Jonathan Levav and Julia Kelley
In the summer of 2018, Drinkworks CEO Nathaniel Davis needed to make a number of go-to-market decisions ahead of his company’s upcoming product launch. Formed through a joint venture between Keurig Dr. Pepper and Anheuser-Busch InBev, Drinkworks had developed an... View Details
Keywords: Marketing; Marketing Strategy; Product Marketing; Product Launch; Product Positioning; Markets; Bids and Bidding; Demand and Consumers; Consumer Behavior; Market Design; Distribution; Distribution Channels; Product; Product Design; Product Development; Business Model; Customers; Customer Value and Value Chain; Decision Making; Decisions; Goods and Commodities; Innovation and Invention; Technological Innovation; Business or Company Management; Growth and Development Strategy; Research; Research and Development; Strategy; Adoption; Competitive Advantage; Segmentation; Information Technology; Information Infrastructure; Value; Value Creation; Food and Beverage Industry; Consumer Products Industry; North and Central America; United States
Gupta, Sunil, Jonathan Levav, and Julia Kelley. "Drinkworks: Home Bar by Keurig." Harvard Business School Case 521-010, September 2020.
- January 2010 (Revised November 2017)
- Background Note
GUIDES: Insight through Indicators
By: Matthew Weinzierl, Jonathan Schlefer and Ann Cullen
GUIDES is an easily remembered framework that can help the business leader and student to confidently and quickly identify, organize, and interpret a country's key economic indicators. Alternatively, it can help them to evaluate third-party analyses and to compare such... View Details
Weinzierl, Matthew, Jonathan Schlefer, and Ann Cullen. "GUIDES: Insight through Indicators." Harvard Business School Background Note 710-044, January 2010. (Revised November 2017.)
- January – February 2012
- Article
How Managers Use Multiple Media: Discrepant Events, Power, and Timing in Redundant Communication
By: Paul Leonardi, Tsedal Neeley and Elizabeth M. Gerber
Several recent studies have found that managers engage in redundant communication; that is, they send the same message to the same recipient through two or more unique media sequentially. Given how busy most managers are, and how much information their subordinates... View Details
Keywords: Communication; Media; Information; Groups and Teams; Projects; Management Style; Power and Influence; Motivation and Incentives; Technology
Leonardi, Paul, Tsedal Neeley, and Elizabeth M. Gerber. "How Managers Use Multiple Media: Discrepant Events, Power, and Timing in Redundant Communication." Organization Science 23, no. 1 (January–February 2012): 98–117.
- June 2001 (Revised March 2002)
- Case
Ducati
Focuses on the turnaround and strategic repositioning of Ducati, an Italian maker of high-end sport motorcycles, and describes the current concerns with the growth prospects of the company. Federico Minoli, the CEO and strategic mind behind the turnaround, knew that... View Details
- September 2010 (Revised March 2012)
- Case
AQR's Momentum Funds (A)
By: Daniel Baird Bergstresser, Lauren H. Cohen, Randolph B. Cohen and Christopher J. Malloy
AQR is a hedge fund based in Greenwich, Connecticut, that is considering offering a wholly new line of product to retail investors, namely the ability to invest in the price phenomenon known as momentum. There is a large body of empirical evidence supporting momentum... View Details
Keywords: Financial Strategy; Investment Funds; Investment Portfolio; Governing Rules, Regulations, and Reforms; Product Development; Financial Services Industry; Greenwich
Bergstresser, Daniel Baird, Lauren H. Cohen, Randolph B. Cohen, and Christopher J. Malloy. "AQR's Momentum Funds (A)." Harvard Business School Case 211-025, September 2010. (Revised March 2012.)
- 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
Chen, Fanglin, Xiao Liu, Davide Proserpio, and Isamar Troncoso. "Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments." NYU Stern School of Business Research Paper Series, July 2022.
- Article
Conversational Receptiveness: Expressing Engagement with Opposing Views
By: M. Yeomans, J. Minson, H. Collins, H. Chen and F. Gino
We examine “conversational receptiveness”—the use of language to communicate one’s willingness to thoughtfully engage with opposing views. We develop an interpretable machine-learning algorithm to identify the linguistic profile of receptiveness (Studies 1A-B). We then... View Details
Keywords: Receptiveness; Natural Language Processing; Disagreement; Interpersonal Communication; Relationships; Conflict Management
Yeomans, M., J. Minson, H. Collins, H. Chen, and F. Gino. "Conversational Receptiveness: Expressing Engagement with Opposing Views." Organizational Behavior and Human Decision Processes 160 (September 2020): 131–148.
- Research Summary
An Impossibility Theorem on Beliefs in Games (with H. Jerome Keisler)
A 'paradox' of self-reference in beliefs in games is identified, which yields a game-theoretic impossibility theorem akin to (a weak form of) Tarski's Theorem of mathematical logic. A rough interpretation of the theorem is that if a model of a game is available to the... View Details
Ting Zhang
Ting Zhang is an Assistant Professor of Business Administration in the Organizational Behavior Unit at Harvard Business School, where she teaches the Leadership and Organizational Behavior course (LEAD) in the Required Curriculum.
Professor Zhang’s research... View Details
Professor Zhang’s research... View Details
- May 2013
- Case
Launching Krispy Natural: Cracking the Product Management Code
By: Frank V. Cespedes and Heather Beckham
Pemberton Products is a U.S. market leader in the cookie and bakery snacks segment of the sweet snack market. Looking to expand into the salty snack market, the company acquires Krispy Inc., a maker of salty snack crackers located in the southeastern U.S. To compete... View Details
Keywords: Analytics and Data Science; Competition; Organizational Culture; Management Teams; Brands and Branding; Expansion; Marketing Strategy; Product Launch; Acquisition; Food and Beverage Industry; Ohio; United States
Cespedes, Frank V., and Heather Beckham. "Launching Krispy Natural: Cracking the Product Management Code." Harvard Business School Brief Case 913-574, May 2013.
- Article
Invention and Agglomeration in the Bay Area: Not Just ICT
By: Chris Forman, Avi Goldfarb and Shane Greenstein
We document that the Bay Area rose from 4% of all successful US patent applications in 1976 to 16% in 2008. This is partly driven by the increase in the prevalence of information and communication technology; however, even for patents unrelated to information and... View Details
Forman, Chris, Avi Goldfarb, and Shane Greenstein. "Invention and Agglomeration in the Bay Area: Not Just ICT." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 146–151.
- July 2008 (Revised May 2009)
- Case
The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues
By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig
The marketing director of a new minor-league baseball team must design, conduct, and then interpret survey research to determine optimal ticket pricing that will yield large attendance figures and contribute to the owner's goal of breaking even in the first year of... View Details
Keywords: Market Research; Quantitative Analysis; Consumer Marketing; Pricing Strategy; Price; Marketing Strategy; Mathematical Methods; Product Launch; Sports; Sports Industry; Massachusetts
Cespedes, Frank V., Christopher H. Lovelock, and Laura Winig. "The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues." Harvard Business School Brief Case 082-510, July 2008. (Revised May 2009.)
- 2009
- Chapter
Platform Rules: Multi-Sided Platforms As Regulators
By: Kevin J. Boudreau and Andrei Hagiu
This chapter provides a basic conceptual framework for interpreting non-price instruments used by multi-sided platforms (MSPs) by analogizing MSPs as "private regulators" who regulate access to and interactions around the platform. We present evidence on Facebook,... View Details
Boudreau, Kevin J., and Andrei Hagiu. "Platform Rules: Multi-Sided Platforms As Regulators." In Platforms, Markets and Innovation, edited by Annabelle Gawer. Cheltenham, UK: Edward Elgar Publishing, 2009.
- 11 Aug 2017
- Working Paper Summaries
Rethinking Measurement of Pay Disparity and Its Relation to Firm Performance
Keywords: by Ethan Rouen
- Book Review
Review of One Nation Under God: How Corporate America Invented Christian America, by Kevin Kruse
By: Laura Phillips Sawyer
One Nation under God provides a powerful and timely creation story for conservative public religion in postwar America. It contributes to a growing field of historical scholarship on corporate funding for free enterprise politics and religious interpretations of... View Details
Phillips Sawyer, Laura. "Review of One Nation Under God: How Corporate America Invented Christian America, by Kevin Kruse." Journal of American History 105, no. 2 (September 2018): 455–457.