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Faculty & Research

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    • HBS Book

    The Experimentation Machine: Finding Product–Market Fit in the Age of AI

    By: Jeffrey J. Bussgang

    Leverage AI to be a 10x Founder. Today’s most successful founders know that the startups that learn the fastest will win. In The Experimentation Machine, I reveal how AI is transforming the way startups find product-market fit and scale. Applying timeless methods and cutting-edge tools, I will show you how to turn your startup into an AI-powered experimentation machine—learning faster and building smarter with leaner teams. Join the new class of ‘10x Founders’ who are building valuable companies faster than ever.

    • HBS Book

    The Experimentation Machine: Finding Product–Market Fit in the Age of AI

    By: Jeffrey J. Bussgang

    Leverage AI to be a 10x Founder. Today’s most successful founders know that the startups that learn the fastest will win. In The Experimentation Machine, I reveal how AI is transforming the way startups find product-market fit and scale. Applying timeless methods and cutting-edge tools, I will show you how to turn your startup into an AI-powered...

    • Journal of Accounting Research 63, no. 5 (December 2025): 1953–1993.

    Culture as a Signal: Evidence from a Natural Field Experiment

    By: Wei Cai, Dennis Campbell and Jiehang Yu

    The importance of culture as an informal management control system is increasingly acknowledged in academia. While prior research mainly focuses on the value of culture on internal stakeholders (e.g., employees), we examine whether culture serves as a credible signal in building trust with external stakeholders (i.e., customers). We focus on one important aspect of culture, teamwork, and leverage a company’s proprietary data of a natural field experiment that generates exogenous variation in team composition.

    • Journal of Accounting Research 63, no. 5 (December 2025): 1953–1993.

    Culture as a Signal: Evidence from a Natural Field Experiment

    By: Wei Cai, Dennis Campbell and Jiehang Yu

    The importance of culture as an informal management control system is increasingly acknowledged in academia. While prior research mainly focuses on the value of culture on internal stakeholders (e.g., employees), we examine whether culture serves as a credible signal in building trust with external stakeholders (i.e., customers). We focus on one...

    • Academy of Management Journal 68, no. 6 (December 2025): 1328–1354.

    Diversity Incentives Can Increase Women’s Aspirations to Lead

    By: Erika L. Kirgios and Edward H. Chang

    To boost diversity, organizations are increasingly using “diversity incentives,” or payouts for managers or executives dependent on progress toward a specific diversity goal. Diversity incentives can affect both actors—managers incentivized to meet the goal—and targets—marginalized group members who are the focus of the incentivized goal. Whereas the effects of incentives on actors are well documented, it is unclear how targets will be affected. We examine how gender diversity incentives affect women’s aspirations to lead. On one hand, diversity incentives may generate identity threat and concerns about backlash among women; on the other, they may be viewed as costly signals of organizational support for women’s leadership aspirations.

    • Academy of Management Journal 68, no. 6 (December 2025): 1328–1354.

    Diversity Incentives Can Increase Women’s Aspirations to Lead

    By: Erika L. Kirgios and Edward H. Chang

    To boost diversity, organizations are increasingly using “diversity incentives,” or payouts for managers or executives dependent on progress toward a specific diversity goal. Diversity incentives can affect both actors—managers incentivized to meet the goal—and targets—marginalized group members who are the focus of the incentivized goal. Whereas...

    • Featured Case

    Bombardier: The Rise of the Phoenix

    By: Raffaella Sadun and Maisie Wiltshire-Gordon

    In 2025, Montréal-based Bombardier was at a crossroads. After creating industry-transforming products, first in the recreational products industry and then in rail transportation, commercial aircraft, business jets, and more, Bombardier had faced industry downturns and capital-intensive product development that brought the company to the brink of bankruptcy. A series of turnarounds, culminating in Éric Martel’s leadership as CEO beginning in 2020, had vastly reduced the company’s debt and narrowed its focus to business jets. Five years later, Martel had to decide how to fuel Bombardier’s next phase of growth: should they focus on strengthening their advantage in business jets, or pursue new opportunities in aftermarket services and defense contracts?

    • Featured Case

    Bombardier: The Rise of the Phoenix

    By: Raffaella Sadun and Maisie Wiltshire-Gordon

    In 2025, Montréal-based Bombardier was at a crossroads. After creating industry-transforming products, first in the recreational products industry and then in rail transportation, commercial aircraft, business jets, and more, Bombardier had faced industry downturns and capital-intensive product development that brought the company to the brink of...

    • Featured Case

    The Acquired Podcast: Scaling the Mic

    By: Shane Greenstein, Susan Pinckney and Kerry Herman

    In 2025, business podcast Acquired evaluated its success to date while determining if, and how, it should change its well-established and revenue-generating processes to continue to scale. The podcast had doubled its audience year-over-year since its founding. The hosts controlled all portions of its operations, but they lacked indefinite capacity. They needed to determine a way forward.

    • Featured Case

    The Acquired Podcast: Scaling the Mic

    By: Shane Greenstein, Susan Pinckney and Kerry Herman

    In 2025, business podcast Acquired evaluated its success to date while determining if, and how, it should change its well-established and revenue-generating processes to continue to scale. The podcast had doubled its audience year-over-year since its founding. The hosts controlled all portions of its operations, but they lacked indefinite...

    • HBS Working Paper

    Catalyzing Academic Systems Change: Opening Doors for Climate Finance Researchers and Educators

    By: Peter Tufano

    Climate finance is a new and rapidly expanding academic field within the broader discipline of financial economics. This piece describes a systems change intervention intended to catalyze the development of this field using a research-led theory of change. We forged a collaboration among more than 150 universities and government institutions to offer researchers a doorway to the new field in the form of a global doctoral reading group, the Financial Economics of Climate and Sustainability (FECS). FECS covered the key research findings with 24-hours of hybrid programming, delivered to over 2000 researchers over its first three years.

    • HBS Working Paper

    Catalyzing Academic Systems Change: Opening Doors for Climate Finance Researchers and Educators

    By: Peter Tufano

    Climate finance is a new and rapidly expanding academic field within the broader discipline of financial economics. This piece describes a systems change intervention intended to catalyze the development of this field using a research-led theory of change. We forged a collaboration among more than 150 universities and government institutions to...

    • Working Paper

    Heterogeneous Treatment Effects in Panel Data

    By: Retsef Levi, Elisabeth Paulson, Georgia Perakis and Emily Zhang

    We address a core problem in causal inference: estimating heterogeneous treatment effects using panel data with general treatment patterns. Many existing methods either do not utilize the potential underlying structure in panel data or have limitations in the allowable treatment patterns. In this work, we propose and evaluate a new method that first partitions observations into disjoint clusters with similar treatment effects using a regression tree, and then leverages the (assumed) low-rank structure of the panel data to estimate the average treatment effect for each cluster.

    • Working Paper

    Heterogeneous Treatment Effects in Panel Data

    By: Retsef Levi, Elisabeth Paulson, Georgia Perakis and Emily Zhang

    We address a core problem in causal inference: estimating heterogeneous treatment effects using panel data with general treatment patterns. Many existing methods either do not utilize the potential underlying structure in panel data or have limitations in the allowable treatment patterns. In this work, we propose and evaluate a new method that...

Initiatives & Projects

Managing the Future of Work

The Project on Managing the Future of Work pursues research that business and policy leaders can put into action as they grapple with the changing landscape of work and the economy.
→All Initiatives & Projects

Seminars & Conferences

Feb 10
  • 10 Feb 2026

Ashish Arora, Duke University, Fuqua School of Business

Feb 10
  • 10 Feb 2026

George Gui, Columbia Business School

→More Seminars & Conferences

Recent Publications

Nuwa Capital: Investing During Uncertainty

By: Paul A. Gompers
  • October 2026 |
  • Teaching Plan |
  • Faculty Research
Teaching Plan for HBS Case No. 224-016. Nuwa Capital (Nuwa) was a venture capital firm based in Dubai in the United Arab Emirates and Riyadh in Saudi Arabia. The business was founded in 2020 by Khaled Talhouni and his partners Sarah Abu Risheh, and Stephanie Nour Prince (they were later joined by Nitin Reen and Victor Sunyer). Together, they had a combined experience of nearly 20 years investing in over 300 companies, including some of the Middle East and North Africa’s most successful startups. In a startup ecosystem as nascent as theirs, their track record eclipsed most other firms. By August 2021, Nuwa had achieved a first close on its fund and, in response to changing market conditions, pivoted their investment thesis to earlier stage startups. One of the industries they decided to invest in was foodtech, and they had been in advanced stages of conversations with Calo, a Bahrain based foodtech player. The team was conducting their already accelerated due diligence when they received word that another investor had just met Calo and was willing to take Nuwa’s spot. Promising founders like Calo’s were hard to come by and Nuwa had to decide quickly. The problem was that Calo did not, on the surface, fit Nuwa’s thesis. However, it had the potential to only after a pivot.
Citation
Purchase
Related
Gompers, Paul A. "Nuwa Capital: Investing During Uncertainty." Harvard Business School Teaching Plan 226-034, October 2026.

Heterogeneous Treatment Effects in Panel Data

By: Retsef Levi, Elisabeth Paulson, Georgia Perakis and Emily Zhang
  • 2024 |
  • Working Paper |
  • Faculty Research
We address a core problem in causal inference: estimating heterogeneous treatment effects using panel data with general treatment patterns. Many existing methods either do not utilize the potential underlying structure in panel data or have limitations in the allowable treatment patterns. In this work, we propose and evaluate a new method that first partitions observations into disjoint clusters with similar treatment effects using a regression tree, and then leverages the (assumed) low-rank structure of the panel data to estimate the average treatment effect for each cluster. Our theoretical results establish the convergence of the resulting estimates to the true treatment effects. Computation experiments with semi-synthetic data show that our method achieves superior accuracy compared to alternative approaches, using a regression tree with no more than 40 leaves. Hence, our method provides more accurate and interpretable estimates than alternative methods.
Citation
Related
Levi, Retsef, Elisabeth Paulson, Georgia Perakis, and Emily Zhang. "Heterogeneous Treatment Effects in Panel Data." Working Paper, June 2024.

Despegar: L Catterton Investment

By: Victoria Ivashina and Daniel Aguirre
  • February 2026 |
  • Case |
  • Faculty Research
In 2024, Despegar, a leading Latin American online travel agency, faced a pivotal capital structure decision. Four years earlier, at the height of the COVID-19 crisis, Despegar had raised $150 million in redeemable preferred equity from L Catterton to strengthen its balance sheet. Now, with the company’s operations and financial performance recovered, and with strategic acquisition interest emerging, management debated whether to refinance the preferred equity or wait for a sale. The case examines Despegar’s financial turnaround, the structure and implications of the original investment, and the governance dynamics at play as the company weighed competing priorities in a period of strategic uncertainty. This case provides a platform to explore private capital structuring, refinancing decision-making, and the intersection of financing strategy and corporate control in the context of a leading company in Latin America.
Citation
Educators
Purchase
Related
Ivashina, Victoria, and Daniel Aguirre. "Despegar: L Catterton Investment." Harvard Business School Case 226-068, February 2026.

Accounting for Carbon Neutrality at Delta Air Lines

By: Shirley Lu, Aliya Korganbekova and Michael Norris
  • January 2026 |
  • Case |
  • Faculty Research
Citation
Educators
Related
Lu, Shirley, Aliya Korganbekova, and Michael Norris. "Accounting for Carbon Neutrality at Delta Air Lines." Harvard Business School Case 126-046, February 2026.

Integrating Climate Risks in Stock Valuation at CLSA

By: Shirley Lu and Aaron Yoon
  • February 2026 |
  • Supplement |
  • Faculty Research
Citation
Purchase
Related
Lu, Shirley, and Aaron Yoon. "Integrating Climate Risks in Stock Valuation at CLSA." Harvard Business School Spreadsheet Supplement 126-702, February 2026.

Integrating Climate Risks in Stock Valuation at CLSA

By: Shirley Lu and Aaron Yoon
  • February 2026 |
  • Teaching Note |
  • Faculty Research
Citation
Purchase
Related
Lu, Shirley, and Aaron Yoon. "Integrating Climate Risks in Stock Valuation at CLSA." Harvard Business School Teaching Note 126-042, February 2026.

Axel Springer: Reinventing a Legacy through Global Acquisitions (C)

By: Juan Alcacer and Shachar Fuchs
  • February 2026 |
  • Case |
  • Faculty Research
Series Abstract This case series enables students to evaluate how a legacy European media company reinvents itself through digital transformation and strategic global acquisitions. It follows Axel Springer’s journey from a traditional German publisher to a U.S.-focused digital media player under CEO Mathias Döpfner. Across three cases, students grapple with high-stakes decisions about acquiring Business Insider vs. HuffPost (Case A), Politico vs. Axios (Case B), and the company’s 2024 split into two focused entities (Case C). The series offers rich learning around digital reinvention, global strategy, M&A fit, governance, and the role of values and leadership in strategic transformation. Case (C) In 2024, Axel Springer announces a dramatic corporate restructuring, splitting its media and classifieds businesses. Now focused exclusively on digital journalism, the firm is one of the most influential players in U.S. media. The case invites students to reflect on the entire transformation, culminating in the question: is the split the right strategic move?
Citation
Educators
Related
Alcacer, Juan, and Shachar Fuchs. "Axel Springer: Reinventing a Legacy through Global Acquisitions (C)." Harvard Business School Case 726-398, February 2026.

Axel Springer: Reinventing a Legacy through Global Acquisitions (B)

By: Juan Alcacer and Shachar Fuchs
  • February 2026 |
  • Case |
  • Faculty Research
Series Abstract This case series enables students to evaluate how a legacy European media company reinvents itself through digital transformation and strategic global acquisitions. It follows Axel Springer’s journey from a traditional German publisher to a U.S.-focused digital media player under CEO Mathias Döpfner. Across three cases, students grapple with high-stakes decisions about acquiring Business Insider vs. HuffPost (Case A), Politico vs. Axios (Case B), and the company’s 2024 split into two focused entities (Case C). The series offers rich learning around digital reinvention, global strategy, M&A fit, governance, and the role of values and leadership in strategic transformation Case (B) One year later, having acquired Business Insider and merged it with eMarketer, Axel Springer turns to its next U.S. acquisition. The company faces a new choice: acquire Politico, a premium political journalism outlet with a hybrid revenue model, or Axios, an up-and-coming player with rapid growth and a unique editorial format. Students must compare value, business model fit, and acquisition logic.
Citation
Educators
Related
Alcacer, Juan, and Shachar Fuchs. "Axel Springer: Reinventing a Legacy through Global Acquisitions (B)." Harvard Business School Case 726-397, February 2026.
More Publications

In The News

    • 24 Feb 2026

    Dare To Think Differently

    By: Gerald Zaltman
    • 09 Feb 2026
    • Inc.

    Kevin O’Leary Went All-In on This Harvard Student’s Startup Idea Within 15 Minutes

    Re: Reza Satchu
    • 08 Feb 2026
    • C-Tech

    Decoding the Israeli miracle: Can startup DNA be replicated?

    Re: Paul Gompers
    • 07 Feb 2026
    • VoxEU

    Immigration restrictions and natives' intergenerational mobility: Evidence from the 1920s US quota acts

    By: Marco Tabellini
→More Faculty News

The Case Method

Introduced by HBS faculty to business education in 1925, the case method is a powerful interactive learning process that puts students in the shoes of a leader faced with a real-world management issue and challenges them to propose and justify a resolution.
Today, HBS remains an authority on teaching by the case method. The School is also the world’s leading case-writing institution, with HBS faculty members contributing hundreds of new cases to the management curriculum a year via the School’s unique case development and writing process.
→Browse HBS Case Collection
→Purchase Cases

Faculty Positions

Harvard Business School seeks candidates in all fields for full time positions. Candidates with outstanding records in PhD or DBA programs are encouraged to apply.
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