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  • June 2013 (Revised March 2014)
  • Technical Note

Strategic Complements and Substitutes

By: Eric Van den Steen
The framework of strategic complements and substitutes can help companies anticipate competitors' responses. It is particularly helpful in deciding on price- or capacity-commitments (or pre-emption), but it can provide more general guidance for analyzing the potential... View Details
Keywords: Competition; Strategic Substitutes; Strategic Complements; Puppy Dog Strategy; Competitive Strategy; Game Theory; Strategy; Economics
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Van den Steen, Eric. "Strategic Complements and Substitutes." Harvard Business School Technical Note 713-542, June 2013. (Revised March 2014.)
  • November 1987 (Revised January 1988)
  • Case

Groen: A Dover Industries Company

By: Francis Aguilar
Describes the challenges facing the president of an old-line foodservice and food processing equipment manufacturing company as it attempted to accelerate sales and profit growth through the introduction of innovative products. The introduction of a "revolutionary"... View Details
Keywords: Business or Company Management; Corporate Entrepreneurship; Labor and Management Relations; Machinery and Machining; Management Style; Management Teams; Performance Efficiency; Technological Innovation; Product Development; Organizational Culture
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Aguilar, Francis. "Groen: A Dover Industries Company." Harvard Business School Case 388-055, November 1987. (Revised January 1988.)
  • 26 May 2015
  • First Look

First Look: May 26

selection and impact is important to both researchers and practitioners. This paper introduces Leader Filtration Theory (LFT)-a theory from political science-to managerial audiences, applies it to... View Details
Keywords: Sean Silverthorne
  • 18 Sep 2013
  • Research & Ideas

Unspoken Cues: Encouraging Morals Without Mandates

accounts, meaning that they were written by people paid by their employers to work in these "field" sites. For instance, Melvin Dalton's seminal piece on managers' roles, titled Men Who Manage: Fusions of Feeling and View Details
Keywords: by Sean Silverthorne; Education
  • 30 Aug 2016
  • First Look

August 30, 2016

https://www.hbs.edu/faculty/Pages/item.aspx?num=51569 Building the Agile Enterprise: IT Architecture, Modularity and the Cost of IT Change By: MacCormack, Alan, Robert Lagerstrom, David Dreyfus, and Carliss Y. Baldwin Abstract—Recent... View Details
Keywords: Carmen Nobel
  • January 1995 (Revised October 1995)
  • Case

Schweizerische Maschinenfabrik Zug, A.G.

Schweizerische Maschinenfabrik Zug (SMZ), a 110-year old Swiss machinery firm, faces several issues at the end of 1992. It's not clear whether the company will be able to maintain its traditional price premium in the face of foreign competition. The firm must chart a... View Details
Keywords: Competition; Machinery and Machining; Globalized Markets and Industries; Manufacturing Industry; Switzerland
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Enright, Michael J. "Schweizerische Maschinenfabrik Zug, A.G." Harvard Business School Case 795-026, January 1995. (Revised October 1995.)
  • 28 Oct 2011
  • Working Paper Summaries

Fairness, Efficiency, and Flexibility in Organ Allocation for Kidney Transplantation

Keywords: by Dimitris Bertsimas, Vivek F. Farias & Nikolaos Trichakis; Health
  • 10 Jun 2014
  • First Look

First Look: June 10

regional influences were more important, supporting sociological theories about the importance of visibility in corporate green strategies. It identifies major commonalities between corporate strategies in... View Details
Keywords: Sean Silverthorne
  • 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
Keywords: Graph Neural Networks; AI and Machine Learning; Prejudice and Bias
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Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
  • February 2011 (Revised July 2013)
  • Case

A123 Systems: Power. Safety. Life.

By: Richard H.K. Vietor
A123 Systems, the largest manufacturer of lithium ion batteries in North America, is producing and selling batteries for electric vehicles in China and electric buses in Europe and America. It just opened two plants in Michigan, partially funded by a grant from... View Details
Keywords: Business or Company Management; Diversification; Machinery and Machining; Renewable Energy; Transportation; Management Skills; Corporate Finance; Auto Industry; Battery Industry
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Vietor, Richard H.K. "A123 Systems: Power. Safety. Life." Harvard Business School Case 711-066, February 2011. (Revised July 2013.)
  • 04 Apr 2022
  • Research & Ideas

Tech Hubs: How Software Brought Talent and Prosperity to New Cities

software patents. These classified patents were then used to train a machine learning algorithm to identify among millions of patents those that were software related. Once software and non-software patents... View Details
Keywords: by Rachel Layne
  • 15 May 2012
  • First Look

First Look: May 15

conventional optimal tax theory because it eases the classic tradeoff between efficiency and equality. But tagging is used in only limited ways in tax policy. I propose one explanation: conventional optimal tax View Details
Keywords: Carmen Nobel
  • 03 Jun 2008
  • First Look

First Look: June 3, 2008

vulnerable are economic interventions to capture by politicians, how are captured resources used, and how costly are the resulting distortions? This paper answers these questions in the context of the credit market in India. Integrating... View Details
Keywords: Martha Lagace
  • February 2024 (Revised September 2024)
  • Case

TimeCredit

By: Emanuele Colonnelli, Raymond Kluender and Shai Benjamin Bernstein
TimeCredit is an artificial intelligence (AI) startup that is developing large language models (LLMs) to generate accounting memos. The case follows Ndonga Sagnia, a Gambian Harvard Business School MBA student with an accounting background, as she decides how much... View Details
Keywords: Accounting; Business Startups; Entrepreneurship; Financing and Loans; AI and Machine Learning; Entrepreneurial Finance; Identity; Technology Industry
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Colonnelli, Emanuele, Raymond Kluender, and Shai Benjamin Bernstein. "TimeCredit." Harvard Business School Case 824-139, February 2024. (Revised September 2024.)
  • 06 Feb 2007
  • First Look

First Look: February 6, 2007

inventors. Download the paper: http://www.hbs.edu/research/pdf/07-042.pdf Electronic Hierarchies and Electronic Heterarchies: Relationship-Specific Assets and the Governance of Interfirm IT Authors:Andrew McAfee, Marco Bettiol, and Maria... View Details
Keywords: Martha Lagace
  • 11 Sep 2018
  • First Look

New Research and Ideas, September 11, 2018

theory the classical logic of benefit‐based taxation in which an individual's benefit from the activities of the state is tied to his or her income‐earning ability. First‐best... View Details
Keywords: Dina Gerdeman
  • 29 Jul 2014
  • First Look

First Look: July 29

discusses the common growth drivers (e.g., school accountability, 21st century skills, and advanced technological innovations) and theories of change (e.g., personalization, access, and productivity) for... View Details
Keywords: Sean Silverthorne
  • November 1992 (Revised December 1992)
  • Case

Deere & Co. (A): The Computer Aided Manufacturing Services Division - A Window to the World (Abridged)

By: Robert H. Hayes
The Computer-Aided Manufacturing (CAM) Services Division of John Deere has just received approval to sell their software and computer systems to external customers. These tools, initially developed for internal use, have been widely used throughout Deere. Still,... View Details
Keywords: Information Infrastructure; Applications and Software; Machinery and Machining; Technological Innovation; Markets; Marketing Strategy; Product Launch; Outcome or Result; Computer Industry; Manufacturing Industry
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Hayes, Robert H. "Deere & Co. (A): The Computer Aided Manufacturing Services Division - A Window to the World (Abridged)." Harvard Business School Case 693-051, November 1992. (Revised December 1992.)
  • 12 Apr 2018
  • Op-Ed

Op-Ed: The Trouble with Tariffs

Stacks of shipping containers waiting to be filled with export goods. ralfgosch In March, when the Trump administration released its proposed tariffs list against China, I was eager to get a look. After all, these are the products from... View Details
Keywords: by Willy C. Shih; Manufacturing; Auto; Steel; Air Transportation; Technology; Telecommunications
  • 2025
  • Working Paper

Generative AI Use by Capital Market Information Intermediaries: Evidence from Seeking Alpha

By: Mark Bradshaw, Chenyang Ma, Benjamin Yost and Yuan Zou
We study the use of generative AI for firm-specific financial analysis on the Seeking Alpha platform. We find that, after the initial launch of ChatGPT in November 2022, the share of AI-generated articles rose sharply to 13.4% of all articles, then declined in late... View Details
Keywords: Generative Ai; Seeking Alpha; Equity Research; Large Language Models; Gpt; AI and Machine Learning; Information Publishing; Financial Markets
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Bradshaw, Mark, Chenyang Ma, Benjamin Yost, and Yuan Zou. "Generative AI Use by Capital Market Information Intermediaries: Evidence from Seeking Alpha." Harvard Business School Working Paper, No. 25-055, April 2025.
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