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  • All HBS Web  (8,451)
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  • Web

Harvard Business School Online Courses & Learning Platforms

hrs/week Pay by July 31 $1,850 Certificate New Strategic Financial Analysis Professor Suraj Srinivasan Explore the intersection of accounting, strategy, and finance, and learn how to evaluate a business’s performance, prospects, and value to View Details
  • March 2009 (Revised September 2011)
  • Case

UBS and Auction Rate Securities (A)

By: Daniel Baird Bergstresser, Shawn A. Cole and Siddharth Bhaskar Shenai
UBS, a global financial services company, must decide whether to continue to support the market for Auction Rate Securities in the face of a growing financial crisis. These instruments, underwritten by UBS, were marketed to clients as highly liquid and safe... View Details
Keywords: Cost vs Benefits; Financial Crisis; Asset Pricing; Financial Liquidity; Financial Instruments; Government Legislation; Risk and Uncertainty; Financial Services Industry
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Bergstresser, Daniel Baird, Shawn A. Cole, and Siddharth Bhaskar Shenai. "UBS and Auction Rate Securities (A)." Harvard Business School Case 209-119, March 2009. (Revised September 2011.)
  • 11 Apr 2023
  • News

Is Amazon a Retailer, a Tech Firm, or a Media Company? How AI Can Help Investors Decide

  • 2021
  • Working Paper

Salience

By: Pedro Bordalo, Nicola Gennaioli and Andrei Shleifer
We review the fast-growing work on salience and economic behavior. Psychological research shows that salient stimuli attract human attention “bottom up” due to their high contrast with surroundings, their surprising nature relative to recalled experiences, or their... View Details
Keywords: Salience; Economic Behavior; Bottom Up Attention; Microeconomics; Decision Making; Behavior
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Bordalo, Pedro, Nicola Gennaioli, and Andrei Shleifer. "Salience." NBER Working Paper Series, No. 29274, September 2021.
  • 26 Jul 2016
  • First Look

July 26, 2016

Organizational Behavior and Human Decision Processes Overcoming the Outcome Bias: Making Intentions Matter By: Sezer, Ovul, Ting Zhang, Francesca Gino, and Max Bazerman Abstract—People often View Details
Keywords: Sean Silverthorne
  • 19 Mar 2021
  • Blog Post

Celebrating Black History: Elevating the Voices of Our Student and Alumni Communities

lives – and yet it can be hard in the moment to see the big picture. To see that the small decisions we make every day are in fact the stepping stones and the dots that connect to shape and frame how we’ll... View Details
  • February 2016 (Revised August 2021)
  • Case

Martin Luther King and the Struggle for Black Voting Rights

By: David Moss and Dean Grodzins
In January 1965, Rev. Martin Luther King, Jr., the most prominent leader of the civil rights movement in the United States, launched a campaign of civil disobedience in Selma, Alabama, to bring national attention to disenfranchisement of black voters in the South. On... View Details
Keywords: Rights; Voting; Race; Government and Politics; Conflict and Resolution; Leadership; History; Alabama
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Moss, David, and Dean Grodzins. "Martin Luther King and the Struggle for Black Voting Rights." Harvard Business School Case 716-042, February 2016. (Revised August 2021.)
  • 07 Dec 2021
  • News

Want to Build Better Leaders? Focus on Mindset, Skills, Knowledge

  • May 2022
  • Case

What's Next

By: Richard S. Ruback and Royce Yudkoff
Is there a typical long-term career path for people who become entrepreneurs through acquisition? What choices do searchers and investors make subsequent to their first search? The former searchers profiled here identified five common longer-term career paths and... View Details
Keywords: Personal Development and Career; Entrepreneurship; Investment Portfolio; Decision Making; Financial Services Industry
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Ruback, Richard S., and Royce Yudkoff. "What's Next." Harvard Business School Multimedia/Video Case 222-709, May 2022.
  • August 2007
  • Column

Pitch Your Offer—and Close the Deal

By: Deepak Malhotra and Max H. Bazerman
The article offers several strategies on how to be a good negotiator and decision maker for business developments. The strategies that are presented were an extract from the book Negotiation Genius: How to Overcome Obstacles and Achieve Brilliant Results at the... View Details
Keywords: Decision Making; Negotiation; Negotiation Offer; Negotiation Tactics; Strategy
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Malhotra, Deepak, and Max H. Bazerman. "Pitch Your Offer—and Close the Deal." Negotiation 10, no. 8 (August 2007).
  • 2018
  • Working Paper

Quantile Forecasts of Product Life Cycles Using Exponential Smoothing.

By: Xiaojia Guo, Kenneth C. Lichtendahl Jr. and Yael Grushka-Cockayne
We introduce an exponential smoothing model that a manager can use to forecast the demand of a new product or service. The model has five features that make it suitable for accurately forecasting product life cycles at scale. First, the trend in our model follows the... View Details
Keywords: New Product Development; Demand Forecasting; Product Adoption; Innovation Diffusion; Product Development; Demand and Consumers; Forecasting and Prediction; Adoption
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Guo, Xiaojia, Kenneth C. Lichtendahl Jr., and Yael Grushka-Cockayne. "Quantile Forecasts of Product Life Cycles Using Exponential Smoothing." Harvard Business School Working Paper, No. 19-038, October 2018. (Darden Business School Working Paper, No. 2805244, July 2016.)
  • 24 Jul 2000
  • Research & Ideas

Value Maximization and Stakeholder Theory

Contending with that value maximization approach is "stakeholder theory" which says that managers should make decisions so as to take into account all of the interests of all stakeholders in a... View Details
Keywords: by Michael C. Jensen
  • Program

Audit Committees in a New Era of Governance

challenges and career decisions Who Should Attend Current or potential audit committee members on boards of publicly listed companies, board chairs, and chief executive officers Chief financial officers, general counsels, and risk... View Details
  • 18 Nov 2016
  • Conference Presentation

Rawlsian Fairness for Machine Learning

By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
Keywords: Machine Learning; Algorithms; Fairness; Decision Making; Mathematical Methods
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Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
  • 2023
  • Working Paper

Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness

By: Neil Menghani, Edward McFowland III and Daniel B. Neill
In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false... View Details
Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias
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Menghani, Neil, Edward McFowland III, and Daniel B. Neill. "Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness." Working Paper, June 2023.
  • 31 Jan 2022
  • Research & Ideas

Where Can Digital Transformation Take You? Insights from 1,700 Leaders

pressure to develop products and services for the needs and expectations of specific national markets. 2. Culture that’s data-informed, not data-driven Digitally mature organizations embrace data—lots of it!—and use it to make better,... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards
  • August 2022
  • Supplement

Atlanta Ransomware Attack (B)

By: Amit Goldenberg and Julian Zlatev
This case describes the March 2018 Ransomware attack on the information technology (IT) systems of the city of Atlanta and the response by Mayor Keisha Lance Bottoms and her administration. The case includes a brief background on Bottoms and her young administration at... View Details
Keywords: Crime and Corruption; Decision Making; Cost vs Benefits; Decision Choices and Conditions; Decisions; Ethics; Values and Beliefs; Government and Politics; Government Administration; Information Technology; Cybersecurity; Information Management; Leadership; Management; Crisis Management; Management Teams; Negotiation; Risk and Uncertainty; Social Psychology; Perception; Personal Characteristics; Perspective; Power and Influence; Society; Public Administration Industry; United States; Atlanta; Georgia (state, US)
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Goldenberg, Amit, and Julian Zlatev. "Atlanta Ransomware Attack (B)." Harvard Business School Supplement 923-010, August 2022.
  • April 2017 (Revised July 2017)
  • Case

ISRO: Explore Space or Exploit CubeSats?

By: Prithwiraj Choudhury, Tarun Khanna, Karim Lakhani and Rachna Tahilyani
The Indian Space Research Organization (ISRO) achieved global acclaim by launching successful missions to the moon and Mars at a fraction of the cost of prior Western missions. It is now faced with an important strategic dilemma—whether to continue exploring deep space... View Details
Keywords: Strategic Planning; Decision Choices and Conditions; Aerospace Industry; India
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Choudhury, Prithwiraj, Tarun Khanna, Karim Lakhani, and Rachna Tahilyani. "ISRO: Explore Space or Exploit CubeSats?" Harvard Business School Case 617-062, April 2017. (Revised July 2017.)
  • November 2024 (Revised March 2025)
  • Case

Tim Ferriss: What Might This Look like If It Were Easy?

By: Reza Satchu and Denise Koller
In April 2024, writer-podcaster Tim Ferriss—celebrated as the “Oprah of audio” for his billion-download show and known for NYT-bestsellers like The 4-Hour Workweek—found himself at a crossroads. Despite generating a multi-million-dollar annual revenue with just three... View Details
Keywords: Transition; Personal Development and Career; Business Strategy; Decision Choices and Conditions; Philanthropy and Charitable Giving; Media and Broadcasting Industry
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Satchu, Reza, and Denise Koller. "Tim Ferriss: What Might This Look like If It Were Easy?" Harvard Business School Case 825-091, November 2024. (Revised March 2025.)
  • February 2024
  • Case

ReSpo.Vision: The Kickstart of an AI Sports Revolution

By: Paul A. Gompers, Elena Corsi and Nikolina Jonsson
This case study explores the growth journey of Polish computer vision sports start-up ReSpo.Vision in an emerging entrepreneurial ecosystem. By providing 3D data and analysis to soccer clubs, ReSpo.Vision achieved significant milestones with a €1 million seed round, an... View Details
Keywords: Business Startups; Business Plan; Experience and Expertise; Talent and Talent Management; Decisions; Decision Choices and Conditions; Forecasting and Prediction; Entrepreneurship; Venture Capital; AI and Machine Learning; Analytics and Data Science; Applications and Software; Business Strategy; Sports Industry; Technology Industry; Poland; Europe
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Gompers, Paul A., Elena Corsi, and Nikolina Jonsson. "ReSpo.Vision: The Kickstart of an AI Sports Revolution." Harvard Business School Case 824-151, February 2024.
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