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Publications
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- 2022
- Working Paper
Political Ideology and International Capital Allocation
By: Elisabeth Kempf, Mancy Luo, Larissa Schäfer and Margarita Tsoutsoura
Does investors' political ideology shape international capital allocation? We provide evidence from two settings—syndicated corporate loans and equity mutual funds—to show ideological alignment with foreign governments affects the cross-border capital allocation by...
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- May 2022 (Revised August 2022)
- Case
LOOP: Driving Change in Auto Insurance Pricing
By: Elie Ofek and Alicia Dadlani
John Henry and Carey Anne Nadeau, co-founders and co-CEOs of LOOP, an insurtech startup based in Austin, Texas, were on a mission to modernize the archaic $250 billion automobile insurance market. They sought to create equitably priced insurance by eliminating pricing...
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- April 2022 (Revised August 2022)
- Case
Antler
By: Dennis Campbell and Iuliana Mogosanu
The case describes the founding, development, and scaling of Antler, an early-stage investment platform that invests in entrepreneurs pre-team and, in many cases, even pre-idea. The case explores the economics of venture capital investing at such an early stage and the...
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- Article
Decarbonization Factors
By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang
In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior...
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- August 2021
- Supplement
Andreessen Horowitz’s Cultural Leadership Fund (B): Kevin Hart and Clubhouse
By: Anita Elberse, Briana Richardson and Cydni Williams
In May 2020, Andreessen Horowitz secures an agreement with Clubhouse, one of Silicon Valley’s hottest startups, to lead its ‘Series A’ funding round. One of the factors that insiders saw as pivotal in the race to be Clubhouse’s VC firm of choice was Andreessen...
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- 2022
- Working Paper
Data Analytics and Firm Productivity: The Importance of Technological and Organizational Architecture
By: Sam (Ruiqing) Cao and Marco Iansiti
Research has shown that data analytics contributes substantially to business value creation and firm
productivity. Data-rich firms increasingly treat data as a valuable resource, adopting technical solutions and
acquiring human capital to develop predictive analytics...
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- May 2021
- Article
Private and Social Returns to R&D: Drug Development and Demographics
By: Efraim Benmelech, Janice Eberly, Dimitris Papanikolaou and Joshua Krieger
Investment in intangible capital such as R&D has increased dramatically since the 1990s. However, productivity growth remains sluggish in recent years. One potential reason is that a significant share of the increase in intangible investment is geared toward consumer...
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- January 2021 (Revised May 2021)
- Case
Aptiv PLC Board of Directors (A)
By: Lynn S. Paine and Will Hurwitz
Aptiv’s board must decide whether a joint venture with an auto maker is the right next step in the company’s efforts to develop and commercialize a production-ready autonomous driving system. While many commentators believed that Aptiv’s self-driving technologies had...
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Keywords:
Automotive Industry;
Bankruptcy Reorganization;
Board Of Directors;
Board Committees;
Board Decisions;
Board Dynamics;
Corporate Boards;
Innovation And Strategy;
Legal Aspects Of Business;
Spin Off;
Strategic Alliances;
Strategic Change;
Strategic Evolution;
Supplier Relationships;
Technological Change;
Corporate Governance;
Governing and Advisory Boards;
Innovation Strategy;
Going Public;
Joint Ventures;
Leadership;
Restructuring;
Technological Innovation;
Transformation;
Auto Industry;
Europe;
United States
- October 2020
- Case
Unison Capital Korea: Gong Cha
By: Victoria Ivashina and Sangyun Lee
In the Spring of 2017, Soomin Kim, Founding Partner of Unison Capital Korea, and his team were debating the potential exit of Unison Capital Korea’s investment in Gong Cha Korea, the sole local franchisor of the premium milk tea brand that they proprietarily sourced...
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- August 2020
- Background Note
U.S. Private Equity Firms: ESG and Impact (A)
By: Lynn S. Paine and Holly Fetter
This Note has two parts. The first part (A) explores how U.S. private equity firms are incorporating ESG (Environmental, Social, & Governance) factors and impact objectives into their investment strategies and firm practices. It is based on publicly available...
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- August 2020
- Background Note
U.S. Private Equity Firms: ESG and Impact (B)
By: Lynn S. Paine and Holly Fetter
This is the second part of a two-part note. The first part (A) explores how US private equity firms are incorporating ESG (Environmental, Social, & Governance) factors and impact objectives into their investment strategies and firm practices. It is based on publicly...
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- 2020
- Article
Public Sentiment and the Price of Corporate Sustainability
By: George Serafeim
Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong...
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Keywords:
Sustainability;
ESG;
ESG (Environmental, Social, Governance) Performance;
Investment Management;
Investment Strategy;
Big Data;
Machine Learning;
Environment;
Environmental Sustainability;
Corporate Governance;
Performance;
Asset Pricing;
Investment;
Management;
Strategy;
Human Capital;
Public Opinion;
Value;
Analytics and Data Science
- March 2020
- Case
A Tower for the People: 425 Park Avenue
By: John Macomber, Joseph G. Allen and Emily Jones
Healthy buildings and superior air quality are increasingly important since people now spend so much time indoors. Indoor spaces drive performance and productivity. Commercial real estate landlords and investors are responding to the demands of sophisticated tenants...
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- December 2019 (Revised March 2020)
- Case
Impossible Foods
By: Jose B. Alvarez and Natalie Kindred
Impossible Foods founder and CEO Pat Brown started the company out of concern over livestock production’s impact on climate change. Impossible’s mission is to end consumption of animals by 2035, and its strategy is to develop and market plant-based foods so similar to...
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Keywords:
Agribusiness;
Food;
Consumer Behavior;
Behavior;
Venture Capital;
Technological Innovation;
Innovation Strategy;
Entrepreneurship;
Marketing Strategy;
Distribution;
Production;
Product Development;
Product Positioning;
Growth Management;
Global Strategy;
Competition;
Climate Change;
Environmental Sustainability;
Animal-Based Agribusiness;
Agriculture and Agribusiness Industry;
Technology Industry;
Food and Beverage Industry;
Consumer Products Industry;
United States;
China;
Asia;
California;
Hong Kong;
Taiwan
- November 2019
- Supplement
United Technologies Corp.: Are the Parts Worth More Than the Whole?
By: Benjamin C. Esty and Daniel Fisher
After spending more than 50 years creating a diversified industrial conglomerate that Fortune Magazine described as “arguably the most profitable conglomerate in America” in 2014, UTC’s CEO Greg Hayes was under pressure from activist investors (Dan Loeb and Bill...
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Keywords:
Corporate Strategy;
Business Conglomerates;
Financial Management;
Corporate Governance;
Organizational Structure;
Diversification;
Valuation;
Investment Activism;
Financial Strategy;
Investment Funds;
Value Creation;
Aerospace Industry;
Electronics Industry;
Industrial Products Industry;
United States
- November 2019 (Revised April 2021)
- Case
United Technologies: Are the Parts Worth More Than the Whole?
By: Benjamin C. Esty and Daniel Fisher
After spending more than 50 years creating a diversified industrial conglomerate that Fortune magazine described as “arguably the most profitable conglomerate in America” in 2014, UTC’s CEO Greg Hayes was under pressure from activist investors (Dan Loeb and Bill...
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- October 2019
- Article
Limited Investment Capital and Credit Spreads
Using proprietary credit default swap (CDS) data, I investigate how capital shocks at protection sellers impact pricing in the CDS market. Seller capital shocks—measured as CDS portfolio margin payments—account for 12% of the time-series variation in weekly spread...
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- 2019
- Working Paper
Decarbonization Factors
By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang
In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior...
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- 2019
- White Paper
Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy
By: George Serafeim, T. Robert Zochowski and Jennifer Downing
Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed...
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- 2022
- Working Paper
Mitigating the Negative Effects of Customer Anxiety Through Access to Human Contact
By: Michelle A. Shell and Ryan W. Buell
It is a well-established result in social psychology that when people feel anxious, they seek advice from others. However, increasingly companies that operate in high-anxiety settings (like financial services, health care, and education) are deploying self-service...
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