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Publications

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  • All HBS Web  (199)
    • News  (26)
    • Research  (136)
    • Multimedia  (1)
  • Faculty Publications  (97)

Show Results For

  • All HBS Web  (199)
    • News  (26)
    • Research  (136)
    • Multimedia  (1)
  • Faculty Publications  (97)
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  • 2019
  • Working Paper

Do Banks Have an Edge?

By: Juliane Begenau and Erik Stafford
Overall, no! We show that the level and time series variation in cash flows for most bank activities are well matched by capital market portfolios with similar interest rate and credit risk to what banks report to hold. Ignoring operating expenses, bank loans earn high... View Details
Keywords: Banks; Market Efficiency; Bank Capital; Bank Debt; CAPM; Banking; Bank Deposits; Bank Funding Advantage; Leverage; Maturity Transformation; Replicating Portfolio; Efficiency; Banks and Banking; Capital Markets; Performance Evaluation; Performance Efficiency; Banking Industry; United States
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Begenau, Juliane, and Erik Stafford. "Do Banks Have an Edge?" Harvard Business School Working Paper, No. 18-060, January 2018. (Revised October 2019.)
  • November 2022 (Revised March 2024)
  • Case

Replika AI: Monetizing a Chatbot

By: Julian De Freitas and Nicole Tempest Keller
In early 2018, Eugenia Kuyda, co-founder and CEO of San Francisco-based chatbot Replika AI, was deciding how to monetize the app she had built. Launched in 2017, Replika was a consumer AI “companion app” developed by a team of AI software engineers originally based in... View Details
Keywords: Mental Health; Subscriber Models; TAM; Monetization Strategy; Marketing Strategy; Product Marketing; AI and Machine Learning; Applications and Software; Product Positioning; Health Disorders; Technology Industry
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De Freitas, Julian, and Nicole Tempest Keller. "Replika AI: Monetizing a Chatbot." Harvard Business School Case 523-016, November 2022. (Revised March 2024.)
  • 2015
  • Working Paper

Multi-Sided Platforms

By: Andrei Hagiu and Julian Wright
We study the economic tradeoffs that drive organizations to position themselves closer to or further away from a multi-sided platform (MSP) business model, relative to three traditional alternatives: vertically integrated firms, resellers or input suppliers. These... View Details
Keywords: Two Sided Markets; Reseller; Business Model; Multi-Sided Platforms; Vertical Integration
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Hagiu, Andrei, and Julian Wright. "Multi-Sided Platforms." Harvard Business School Working Paper, No. 15-037, November 2014. (Revised March 2015.)
  • 2024
  • Working Paper

The Rise of Alternatives

By: Juliane Begenau, Pauline Liang and Emil Siriwardane
Since the 2000s, U.S. public pensions have shifted their risky investments towards alternative assets like private equity and hedge funds, some more aggressively than others. We explore several explanations for these cross-sectional trends, focusing on those implied by... View Details
Keywords: Investment Funds; Investment Return; Risk and Uncertainty
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Begenau, Juliane, Pauline Liang, and Emil Siriwardane. "The Rise of Alternatives." Harvard Business School Working Paper, No. 25-016, August 2024.
  • 2017
  • Working Paper

Firm Selection and Corporate Cash Holdings

By: Juliane Begenau and Berardino Palazzo
Among stock market entrants, more firms over time are R&D intensive with initially lower profitability but higher growth potential. This sample-selection effect determines the secular trend in U.S. public firms’ cash holdings. A stylized firm industry model allows us... View Details
Keywords: Initial Public Offering; Market Entry and Exit; Supply and Industry; Research and Development
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Begenau, Juliane, and Berardino Palazzo. "Firm Selection and Corporate Cash Holdings." NBER Working Paper Series, No. 23249, March 2017. (Revised February 2017. Harvard Business School Working Paper, No. 16-130, May 2016)
  • November 2015
  • Article

Multi-Sided Platforms

By: Andrei Hagiu and Julian Wright
We study the economic tradeoffs that drive organizations to position themselves closer to or further away from a multi-sided platform (MSP) business model, relative to three traditional alternatives: vertically integrated firms, resellers or input suppliers. These... View Details
Keywords: Two Sided Markets; Reseller; Multi-Sided Platforms; Vertical Integration
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Hagiu, Andrei, and Julian Wright. "Multi-Sided Platforms." International Journal of Industrial Organization 43 (November 2015): 162–174.
  • September 2017 (Revised July 2021)
  • Case

Asset Allocation at the Cook County Pension Fund

By: Emil Siriwardane, Juliane Begenau and Yuval Gonczarowski
Nickol Hackett, chief investment officer of the Cook County Pension Fund, is responsible for investing the fund’s $9 billion worth of assets on behalf of the employees of Cook County, Illinois. Like many other defined-benefit pensions at the time, the Cook County... View Details
Keywords: Asset Management; Investment Funds; Financial Strategy; Decision Choices and Conditions
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Siriwardane, Emil, Juliane Begenau, and Yuval Gonczarowski. "Asset Allocation at the Cook County Pension Fund." Harvard Business School Case 218-030, September 2017. (Revised July 2021.)
  • 27 Apr 2021
  • Research & Ideas

New Research: Surviving Bankruptcy, Useful Economics, and Retirement

of dollars every year. I estimate that liquidation is frequently chosen when a reorganization would have maximized total creditor recovery. I estimate that courts could dramatically improve creditor recovery by assigning liquidations... View Details
  • July–August 2025
  • Article

Don’t Let an AI Failure Harm Your Brand

By: Julian De Freitas
How companies market their AI systems affects the repercussions they face when their products fail. Marketers must promote their AI products with potential failure in mind. To do that, they must first understand consumers’ unique attitudes toward AI. Marketers who... View Details
Keywords: AI and Machine Learning; Brands and Branding; Product Marketing; Consumer Behavior; Attitudes
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De Freitas, Julian. "Don’t Let an AI Failure Harm Your Brand." Harvard Business Review 103, no. 4 (July–August 2025): 126–133.
  • March 2021
  • Article

Deliberately Prejudiced Self-driving Vehicles Elicit the Most Outrage

By: Julian De Freitas and Mina Cikara
Should self-driving vehicles be prejudiced, e.g., deliberately harm the elderly over young children? When people make such forced-choices on the vehicle’s behalf, they exhibit systematic preferences (e.g., favor young children), yet when their options are unconstrained... View Details
Keywords: Moral Judgment; Autonomous Vehicles; Driverless Policy; Moral Outrage; Moral Sensibility; Judgments; Transportation; Policy
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De Freitas, Julian, and Mina Cikara. "Deliberately Prejudiced Self-driving Vehicles Elicit the Most Outrage." Cognition 208 (March 2021).
  • 2016
  • Working Paper

Financial Regulation in a Quantitative Model of the Modern Banking System

By: Juliane Begenau and Tim Landvoigt
How does the shadow banking system respond to changes in the capital regulation of commercial banks? This paper builds a quantitative general equilibrium model with commercial banks and shadow banks to study the unintended consequences of capital requirements. A key... View Details
Keywords: Capital; Commercial Banking
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Begenau, Juliane, and Tim Landvoigt. "Financial Regulation in a Quantitative Model of the Modern Banking System." Harvard Business School Working Paper, No. 16-140, June 2016. (Revised July 2016.)
  • 08 Apr 2014
  • First Look

First Look: April 8

  Publications August 2013 Journal of Consumer Research Brand Tourists: How Non-Core Users Enhance the Brand Image by Eliciting Pride By: Bellezza, Silvia, and Anat Keinan Abstract—This research examines how core consumers of selective... View Details
Keywords: Sean Silverthorne
  • August 2015
  • Article

Price Coherence and Excessive Intermediation

By: Benjamin Edelman and Julian Wright
Suppose an intermediary provides a benefit to buyers when they purchase from sellers using the intermediary's technology. We develop a model to show that the intermediary would want to restrict sellers from charging buyers more for transactions it intermediates. With... View Details
Keywords: Intermediaries; Platforms; Two-Sided Markets; Vertical Restraints; Two-Sided Platforms
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Edelman, Benjamin, and Julian Wright. "Price Coherence and Excessive Intermediation." Quarterly Journal of Economics 130, no. 3 (August 2015): 1283–1328. (First circulated as Price Coherence and Adverse Intermediation in December 2013.)
  • June 2025
  • Article

Unregulated Emotional Risks of AI Wellness Apps

By: Julian De Freitas and Glenn Cohen
We propose that AI-driven wellness apps powered by large language models can foster extreme emotional attachments and dependencies akin to human relationships—posing risks like ambiguous loss and dysfunctional dependence—that challenge current regulatory frameworks and... View Details
Keywords: AI and Machine Learning; Well-being; Emotions; Governing Rules, Regulations, and Reforms
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De Freitas, Julian, and Glenn Cohen. "Unregulated Emotional Risks of AI Wellness Apps." Nature Machine Intelligence 7, no. 6 (June 2025): 813–815.
  • 24 Mar 2015
  • First Look

First Look: March 24

is currently provided by GAAP financial reporting. The purpose of this paper is to examine the optimal design of information intermediaries that can increase the impact of sustainability information on corporate conduct. Specifically, we... View Details
Keywords: Sean Silverthorne
  • 23 Jul 2013
  • First Look

First Look: July 23

enhance the emotional payoff of charitable initiatives. 2013 pub Learning by Supplying By: Alcácer, Juan, and Joanne Oxley Abstract—Learning processes lie at the heart of our understanding of how firms build capabilities to generate and... View Details
Keywords: Anna Secino
  • 2023
  • Working Paper

Sending Signals: Strategic Displays of Warmth and Competence

By: Bushra S. Guenoun and Julian J. Zlatev
Using a combination of exploratory and confirmatory approaches, this research examines how people signal important information about themselves to others. We first train machine learning models to assess the use of warmth and competence impression management... View Details
Keywords: AI and Machine Learning; Personal Characteristics; Perception; Interpersonal Communication
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Guenoun, Bushra S., and Julian J. Zlatev. "Sending Signals: Strategic Displays of Warmth and Competence." Harvard Business School Working Paper, No. 23-051, February 2023.
  • Article

Your Visual System Provides All the Information You Need to Make Moral Judgments about Generic Visual Events

By: Julian De Freitas and George A. Alvarez
To what extent are people's moral judgments susceptible to subtle factors of which they are unaware? Here we show that we can change people’s moral judgments outside of their awareness by subtly biasing perceived causality. Specifically, we used subtle visual... View Details
Keywords: Moral Judgment; Perceived Causality; Visual Illusions; Moral Sensibility; Judgments
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De Freitas, Julian, and George A. Alvarez. "Your Visual System Provides All the Information You Need to Make Moral Judgments about Generic Visual Events." Cognition 178 (September 2018): 133–146.
  • 01 Jul 2014
  • First Look

First Look: July 1

have profoundly shaped the scope and range of organizational scholarship devoted to sexual minorities by showing that scholars using such contrasted frames have been drawn to very different research questions with respect to sexual... View Details
Keywords: Carmen Nobel
  • 2021
  • Comment

Willpower Is a Form of, but Not Synonymous with, Self-control

By: Ariella S. Kristal and Julian Zlatev
We build on Ainslie's discussion of willpower by highlighting another common misconception in the literature: the conflation of self-control and willpower. In our commentary, we identify this issue and discuss the importance of recognizing willpower not as synonymous... View Details
Keywords: Self-control; Willpower; Personal Characteristics
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Kristal, Ariella S., and Julian Zlatev. "Willpower Is a Form of, but Not Synonymous with, Self-control." Behavioral and Brain Sciences 44 (2021): E44.
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