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How do I look up capital changes (such as stock splits and dividends) for a specific company? Use Capital Changes Histories in Cheetah (Go...
- 2020
- Working Paper
Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective
By: Srikant M. Datar, Apurv Jain, Charles CY Wang and Siyu Zhang
We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables|outnumbering the...
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- 2021
- Working Paper
Targeting High Ability Entrepreneurs Using Community Information: Mechanism Design in the Field
Identifying high-growth microentrepreneurs in low-income countries remains a challenge due to a scarcity of verifiable information. With a cash grant experiment in India we demonstrate that community knowledge can help target high-growth microentrepreneurs; while the...
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- January 2021
- Case
The FIRE Savings Calculator
By: Michael Parzen and Paul J. Hamilton
This case follows Carol Muñoz, a member of the Financial Independence, Retire Early (FIRE) lifestyle movement. At the age of 45, Carol is considering retiring and living off the $1 million she has accumulated. Using Monte Carlo simulation, Carol forecasts the...
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- December 2020
- Article
Stock Market Returns and Consumption
By: Marco Di Maggio, Amir Kermani and Kaveh Majlesi
This paper employs Swedish data containing security level information on households' stock holdings to investigate how consumption responds to changes in stock market returns. We exploit households’ portfolio weights in previous years as an instrument for actual...
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- October 2020
- Supplement
TowerBrook: ESG in Action (B)
By: Victoria Ivashina, Brian Trelstad and Meaghan Conway
This case is the second of a two-part series that follows Ramez Sousou and his team at TowerBrook Capital Partners as they face a challenging investment decision in February of 2013. It is intended to be distributed at the end of the discussion of “TowerBrook: ESG in...
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- September 2020 (Revised November 2020)
- Case
d.light
By: Michael Chu, Krishna G. Palepu and Dilyana Karadzhova Botha
Kenyan off-grid-solar pioneer d.light can power entire homes in rural Africa but must now decide how to fund the growth of its asset-heavy business model. Ned Tozun and Sam Goldman founded d.light in 2006 to transform lives through solar solutions enabling access to...
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- September 2020
- Article
Dignity, Inequality, and the Populist Backlash: Lessons from America and Europe for a Sustainable Globalization
By: Rawi Abdelal
The greatest challenge to the sustainability of our current era of globalization comes from within the United States. Most Americans have come to reject globalization. We must discern the lessons from the parts of the developed world where the backlash is also...
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- September 2020
- Article
The Rise of the Investor State: State Capital in the Chinese Economy
By: Meg Rithmire and Hao Chen
The nature and extent of the role of the Chinese state in the economy is fundamental to many empirical and theoretical debates about that country’s political economy. We document and explain the rise of a novel form of intervention on the part of the Chinese state: the...
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- July 2020
- Case
Amanda and Kristen: Mented Cosmetics
By: Steven Rogers, Jeffrey J. Bussgang and Alterrell Mills
The co-founders (Black HBS alumnae) of an e-commerce beauty startup explore the unmet needs within the beauty industry. This case study examines the entrepreneurial opportunities that come from identifying an underserved market, specifically within the Black community...
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Keywords:
Brands and Branding;
Competition;
Customers;
Disruption;
Disruptive Innovation;
Distribution Channels;
Entrepreneurship;
Finance;
Macroeconomics;
Marketing;
Marketing Channels;
Marketing Communications;
Marketing Strategy;
Mission and Purpose;
Organizational Culture;
Product Design;
Product Development;
Product Positioning;
Sales;
Social Issues;
Social Marketing;
Business Startups;
Strategic Planning;
Strategy;
Supply Chain Management;
Venture Capital;
Beauty and Cosmetics Industry;
Advertising Industry;
Public Relations Industry;
Chemical Industry;
Manufacturing Industry;
Retail Industry;
North and Central America;
United States;
New York (city, NY);
New York (state, US)
- 2020
- Working Paper
Dignity, Inequality, and the Populist Backlash: Lessons from America and Europe for a Sustainable Globalization
By: Rawi Abdelal
The greatest challenge to the sustainability of our current era of globalization comes from within the United States. Most Americans have come to reject globalization. We must discern the lessons from the parts of the developed world where the backlash is also...
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- 2020
- Working Paper
Anchors Aweigh: Analysis of Anchor Limited Partner Investors in Impact Investment Funds
By: Shawn A. Cole, Rob T. Zochowski, Fanele Mashwama and Heather McPherson
This note describes results from a survey of “anchor investors” in impact funds. Anchor investors
are described as “generally the first investor to make a substantial capital commitment to a fund,”
(according to the Global Impact Investing Network, “GIIN”) and their...
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- April 2020
- Teaching Note
Glossier: Co-Creating a Cult Brand with a Digital Community
By: Jill Avery
Teaching Note for HBS No. 519-022. Flush with cash from its Series C fundraise, cult beauty brand Glossier considers its next phase of growth, facing critical decisions on how to allocate its capital to support various marketing communications and distribution...
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Keywords:
Digital Marketing;
Crowdsourcing;
Social Media;
Crm;
Startup;
Direct-to-consumer;
Dtc;
Marketing;
Marketing Strategy;
Brands and Branding;
Consumer Behavior;
Customer Relationship Management;
Venture Capital;
Business Startups;
Entrepreneurship;
Beauty and Cosmetics Industry;
United States
- March 2020
- Article
Organizing Knowledge Production Teams Within Firms for Innovation
By: Vikas A. Aggarwal, David H. Hsu and Andy Wu
How should firms organize their pool of inventive human capital for firm-level innovation? While access to diverse knowledge may aid knowledge recombination, which can facilitate innovation, prior literature has focused primarily on one way of achieving that: diversity...
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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
- 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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- Article
Short-Termism and Capital Flows
By: Jesse M. Fried and Charles C.Y. Wang
During 2007–2016, S&P 500 firms distributed to shareholders $7 trillion via buybacks and dividends, over 96% of their aggregate net income, prompting claims that "short-termism" is impairing firms' ability to invest and innovate. We show that, when taking into account...
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- January 2019 (Revised December 2019)
- Case
CrossBoundary Energy
By: John Macomber
Almost 500 million people are without electricity in sub-Saharan Africa. Governments and public utilities are challenged to bring generation and distribution to most of them. Considerable promise exists in “off-grid” or “mini-grid” technologies, notably using renewable...
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Keywords:
Energy Investing;
Economic Development;
Renewable Energy;
Business Growth and Maturation;
Developing Countries and Economies;
Project Finance;
Emerging Markets;
Industry Structures;
Infrastructure;
Segmentation;
Private Equity;
Decision Choices and Conditions;
Energy Industry;
Utilities Industry;
Africa;
Tanzania;
Ghana
- January 2019
- Case
First Aid Beauty
By: Karen Mills and Annie Dang
In 2008, Lilli Gordon, an experienced financial and skincare entrepreneur, founded First Aid Beauty (FAB). She had discovered a white space in the prestige beauty market: high-end skin solutions that were suitable for sensitive skin. After initial success through...
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- October 2018
- Article
A Theory of Intergenerational Mobility
By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch
We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show...
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- 2018
- Other Teaching and Training Material
Financial Accounting Reading: Shareholders' Equity
By: Suraj Srinivasan
Core Curriculum Readings in Financial Accounting cover the fundamental concepts in financial accounting. Many readings include videos and Interactive Illustrations to help students master complex concepts.
This is a standalone reading designed to introduce... View Details
This is a standalone reading designed to introduce... View Details