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Catching Outliers: Committee Voting and the Limits of Consensus When Financing Innovation

By: Andrey Malenko, Ramana Nanda, Matthew Rhodes-Kropf and Savitar Sundaresan
We document that investment committees of major VCs use a voting rule where one partner `championing' an early-stage investment is sufficient to invest. Their stated reason for this rule is to `catch outliers'. The same VCs use a more conventional `majority' rule for... View Details
Keywords: Optimal Voting Rules; Innovation and Invention; Venture Capital; Investment; Decision Making; Voting
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Changing the Game: Negotiation and Competitive Decision Making

By: Guhan Subramanian
High-stakes business negotiations challenge your wits, your confidence, and your capacity for clear reasoning under intense pressure. Changing the Game leverages the latest research to your advantage, helping you prepare for complex... View Details
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Compensatory Transfers in Collective Decision Making

By: Jerry R. Green
Jerry R. Green is studying mechanisms that can be employed to promote efficient collective decisions while providing justifiable compensation to participants who favor different, less efficient alternatives. This type of decision problem is pervasive in business,... View Details
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Competitive Arousal

By: Deepak Malhotra
A fourth stream of research examines a phenomenon that my co-authors and I have termed Competitive Arousal. We find that some features of competitive contexts (e.g., time pressure, perceptions of rivalry, and the presence of an audience) can heighten... View Details
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Consumer Decision Making and Behavioral Research

By: John T. Gourville

John Gourville’s research focuses on consumer behavior, especially in the areas of pricing and consumer decision making. In the area of pricing, for instance, he has looked at the role of time on how consumers interpret and react to product costs and prices.... View Details

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Current Research

By: Leslie K. John

Professor John is a behavioral scientist who uses both laboratory and field experiments to investigate questions that are at the intersection of marketing, organizational behavior, and public policy.

Professor John’s work has been published in leading... View Details

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Decision Making Under Uncertainty

By: David E. Bell

Many of the decisions we face are made complicated by having uncertain consequences: how should I set my inventory when I don’t know what demand will be, should I refinance my mortgage when rates might go lower, how big a bet shall I make in a new business, and so... View Details

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Democratic Governance and Decision Making

By: David A. Moss
Under what conditions are public policies in a democracy determined by special interests or, alternatively, by the general interest?  A good deal of academic work, particularly associated with the economic theory of regulation, suggests that special interests... View Details
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Designing Productive Zones of Privacy

By: Ethan S. Bernstein

A common theme that integrates my research and course development is how increasingly transparent workplaces can improve productivity and performance by putting up certain boundaries to observation. While the research above empirically and theoretically explores the... View Details

Keywords: Transparency; Privacy; Field Experiments; Design; Organizational Design; Performance
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Differentiating on Diversity: How Disclosing Workforce Diversity Influences Consumer Choice

By: Maya Balakrishnan, Jimin Nam and Ryan W. Buell
Companies are facing increased pressure to “walk the talk” on diversity, equity, and inclusion (DEI) in their operations. One specific call-to-action from stakeholders is the public disclosure of EEO-1s. Companies with 100+ employees are federally mandated to annually... View Details
Keywords: Consumer Behavior; Corporate Disclosure; Diversity; Employees; Perception
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Disclosure, Humanizing, and Contextual Vulnerability of Generative AI Chatbots

By: Julian De Freitas and I. Glenn Cohen
In the wake of recent advancements in generative AI, regulatory bodies are trying to keep pace. One key decision is whether to require app makers to disclose the use of generative AI-powered chatbots in their products. We suggest that some generative AI-based chatbots... View Details
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Executive Education: Finance for Senior Executives

By: Malcolm P. Baker

Finance for Senior Executives provides the frameworks to strategically use financial resources and position your company for future success. By examining corporate finance from both internal and external perspectives, this HBS Executive Education View Details

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Founders' Dilemmas

By: Jeffrey F. Rayport

This course is for students who plan to become involved in new ventures, now or at mid-career, as founders of a new venture, early hires, early advisors, or board members, or as potential investors (e.g., VCs), customers, partners, or acquirers of new venturesView Details

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Group Size and Its Impact on Diversity-Related Perceptions and Hiring Decisions in Homogeneous Groups

By: Aneesh Rai, Edward H. Chang, Erika Kirgios and Katherine L. Milkman
Why do some homogeneous groups face backlash for lacking diversity, whereas others escape censure? We show that a homogeneous group’s size changes how it is perceived and whether decision makers pursue greater diversity in its ranks. We theorize that people make... View Details
Keywords: Diversity; Perception; Decision Making; Groups and Teams; Selection and Staffing; Size
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How to Talk Gooder in Business and Life

By: Alison Wood Brooks

This is an Elective Curriculum course for HBS MBA students. People must converse effectively to achieve success in every aspect of business and life – from pitching ideas to giving feedback, brainstorming and making strategic decisions, from interviewing to firing.... View Details

Keywords: Conversation; Strategic Decisions; Interactions
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Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation

By: Maya Balakrishnan, Kris Ferreira and Jordan Tong
Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details
Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing
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Incommensurable Values and Rational Decision Making

By: Nien-he Hsieh
Rational decision making is widely thought to require comparing alternatives with respect to a single measure of value. Accordingly, asking managers to consider values in addition to economic efficiency has been criticized on the grounds that doing so violates the... View Details
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Intra-Industry Foreign Direct Investment (joint with Andrew Charlton)

By: Laura Alfaro
We identify a new type of vertical foreign direct investment (FDI) made up of multinational subsidiaries producing intermediate inputs, which are of similar skill intensity to the final goods produced by their parents, and which are overwhelmingly located in high skill... View Details
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Investment Management Workshop

By: Luis M. Viceira
Investing and Strategic Decision-Making for Principals, Portfolio Managers, and Executives of Asset Management Firms

For nearly 50 years, the Investment Management Workshop (IMW) has convened the world's top principals, portfolio managers, and... View Details
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Investment Managment for Professional and Personal Investors

By: Luis M. Viceira
IMPPI is suitable for all students interested in gaining a broad perspective on investing and the asset management business, including those targeting careers in asset management and those interested in learning how to become sophisticated consumers of investment... View Details

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