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- 2022
- Working Paper
Small Campaign Donors
By: Laurent Bouton, Julia Cagé, Edgard Dewitte and Vincent Pons
In this paper, we study the characteristics and behavior of small donors, and compare them to those of large donors. We first build a novel dataset including all the340 million individual contributions reported to the U.S. Federal Election Commission between 2005 and...
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- August 2021
- Supplement
Coats: Supply Chain Challenges: Spreadsheet Supplement
By: Willy C. Shih
Coats, the largest thread maker in the world, transformed its business to digital colour measurement so that it could respond better to customer demand in the garment industry for rapid product cycles and more fragmented colour choices. Its embrace of digital colour...
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- 2021
- Working Paper
Venture Capital Booms and Startup Financing
By: William Janeway, Ramana Nanda and Matthew Rhodes-Kropf
We review the growing literature on the relationship between venture capital booms and startup financing, focusing on three broad areas: First, we discuss the drivers of large inflows into the venture capital asset class, particularly in recent years—which are related...
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- March 2021
- Case
Seeding and Selling Asana
By: Jeffrey F. Rayport, Susie Ma and Amram Migdal
In December 2019, Oliver Jay, Asana’s Chief Revenue Officer (CRO), was reconsidering his go-to-market (GTM) strategy. Asana was cloud-based work management software that enabled users to break up projects into discrete tasks that could be assigned, scheduled, and...
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Keywords:
SaaS;
Customer Journey;
Business Model;
Business Organization;
Change Management;
Growth and Development Strategy;
Growth Management;
Marketing Channels;
Marketing Strategy;
Product Marketing;
Organizational Change and Adaptation;
Organizational Design;
Organizational Structure;
Digital Platforms;
Internet and the Web;
Technology Industry;
United States
- January 2021
- Case
Anodot: Autonomous Business Monitoring
By: Antonio Moreno and Danielle Golan
Autonomous business monitoring platform Anodot leveraged machine learning to provide real-time alerts regarding business anomalies. Anodot’s solution was used in various industries in order to primarily monitor business health, such as revenue and payments, product...
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- 2022
- Working Paper
Flight to Safety: How Economic Downturns Affect Talent Flows to Startups
By: Shai Bernstein, Richard Townsend and Ting Xu
Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even...
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- August 2020
- Article
Financial Market Risk Perceptions and the Macroeconomy
By: Carolin E. Pflueger, Emil Siriwardane and Adi Sunderam
We propose a novel measure of risk perceptions: the price of volatile stocks (PVS), defined as the book-to-market ratio of low-volatility stocks minus the book-to-market ratio of high-volatility stocks. PVS is high when perceived risk directly measured from surveys and...
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- June 2020
- Article
U.S. Monetary Policy and Emerging Market Credit Cycles
By: Falk Bräuning and Victoria Ivashina
Foreign banks’ lending to firms in emerging market economies (EMEs) is large and denominated predominantly in U.S. dollars. This creates a direct connection between U.S. monetary policy and EME credit cycles. We estimate that over a typical U.S. monetary easing cycle,...
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Keywords:
Global Business Cycle;
Monetary Policy;
Reaching For Yield;
Money;
Policy;
Credit;
Emerging Markets
- May 2020
- Teaching Note
Shiseido: Reinvesting in Brand
By: Jill Avery
Teaching Note for HBS Case No. 519-026. Shiseido was in the midst of a six year corporate turnaround, trying to reverse the effects of decades of under-investment in R&D and marketing that had led to a vicious cycle of declining customer support and brand value. Would...
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- 2020
- Working Paper
A Framework for Product Impact-Weighted Accounts
By: George Serafeim and Katie Trinh
While there has been significant progress in the measurement of an organization’s environmental and social impacts from its operations, metrics to evaluate the impact of products once they come to market lag far behind. In this paper, we provide a framework for...
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- September 2019
- Article
Technology Reemergence: Creating New Value for Old Technologies in Swiss Mechanical Watchmaking, 1970-2008
By: Ryan Raffaelli
In 1983, 14 years after the introduction of the battery-powered quartz watch, mechanical watches and the Swiss watchmakers who built them were predicted to be obsolete (Landes, 1983). Unexpectedly, however, by 2008 the Swiss mechanical watchmaking industry had...
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- August 2019 (Revised February 2020)
- Case
New Hope Liuhe: Building an Integrated Agri-Food Business
By: Forest L. Reinhardt, Shu Lin, Natalie Kindred and Nancy Hua Dai
In October 2018, LIU Chang (Angela), chairman of Beijing-based New Hope Liuhe (NHL), was considering the strategy of the firm. With $9 billion in sales and a presence in nearly 20 countries, NHL was China’s largest animal feed producer and a major pork and poultry...
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Keywords:
Strategy;
Corporate Strategy;
Food;
Agribusiness;
Expansion;
Diversification;
Growth Management;
Consumer Behavior;
Change Management;
Entrepreneurship;
Organizational Structure;
Organizational Change and Adaptation;
Government and Politics;
Animal-Based Agribusiness;
Transformation;
Volatility;
Business Cycles;
Goods and Commodities;
Supply Chain;
Product;
Agriculture and Agribusiness Industry;
Food and Beverage Industry;
China;
Asia
- 2019
- Book
Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity
By: Karen G. Mills
Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been...
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Keywords:
Fintech;
Big Data;
Data;
Technology;
Artificial Intelligence;
Great Recession;
Regulation;
Innovation;
Banks;
Lending;
Loans;
Access To Capital;
American Dream;
Community Banking;
Small Business Administration;
Entrepreneur;
Government;
Public Policy;
API;
Policy Making;
Small Business;
Financing and Loans;
Technological Innovation;
Financial Crisis;
Banks and Banking;
Governing Rules, Regulations, and Reforms;
Policy;
AI and Machine Learning;
United States
- 2019
- Working Paper
Reflexivity in Credit Markets
By: Robin Greenwood, Samuel G. Hanson and Lawrence J. Jin
Reflexivity is the idea that investors' biased beliefs affect market outcomes, and that market outcomes in turn affect investors' beliefs. We develop a behavioral model of the credit cycle featuring such a two-way feedback loop. In our model, investors form beliefs...
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- December 2018 (Revised October 2020)
- Case
Shiseido: Reinvesting in Brand
By: Jill Avery and Nobuo Sato
Shiseido was in the midst of a six year corporate turnaround, trying to reverse the effects of decades of under-investment in R&D and marketing which had led to a cycle of declining customer support and brand value. Would the CEO’s VISION 2020 plan, centered on four...
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Keywords:
Brand Management;
Brand Value;
Turnaround;
Brand Portfolio;
Brand Communication;
Global Brands;
Digital Marketing;
Return On Investment;
Marketing ROI;
Internet Marketing;
Marketing;
Marketing Strategy;
Brands and Branding;
Value;
Growth and Development Strategy;
Investment Return;
Consumer Behavior;
Beauty and Cosmetics Industry;
Consumer Products Industry;
Japan;
Asia
- May 2018 (Revised October 2018)
- Case
Argentina Power—Don't Cry for Me Argentina
By: Nori Gerardo Lietz and Sayiddah Fatima McCree
In 2016, Bruce Wayne, Managing Director of Energy Finance Corporation (“EFC”), was refining the Investment/Credit Committee materials for the development of up to 10 power generating plants in Argentina. As a subsidiary of the much larger International Conglomerate...
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Keywords:
Cross Border;
Energy Markets;
Infrastructure Finance;
Infrastructure Development;
Business Subsidiaries;
Business Cycles;
Macroeconomics;
Energy Generation;
International Finance;
Project Finance;
Government and Politics;
Demand and Consumers;
Infrastructure;
Utilities Industry;
Energy Industry;
Financial Services Industry;
Argentina;
Latin America
- February 2018 (Revised January 2020)
- Case
SoulCycle: The Road Ahead
By: Ashish Nanda, Eric Van den Steen and Jeffrey Boyar
Julie Rice and Elizabeth Cutler founded SoulCycle, an indoor cycling studio chain, in 2006 as more than a health club; they wanted it to become a lifestyle brand that would “empower riders in an immersive fitness experience.” By early 2015, SoulCycle had grown to 38...
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- Article
Channel Integration, Sales Dispersion, and Inventory Management
By: Santiago Gallino, Antonio Moreno and Ioannis Stamatopoulos
We study the effects of the introduction of cross-channel functionalities on the overall sales dispersion of retailers and the implications of these effects for inventory management. To do that, we analyze data from a leading U.S. retailer who introduced a...
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- 2017
- Working Paper
Minimizing Justified Envy in School Choice: The Design of New Orleans' OneApp
By: Atila Abdulkadiroglu, Yeon-Koo Che, Parag A. Pathak, Alvin E. Roth and Oliver Tercieux
In 2012, New Orleans Recovery School District (RSD) became the first U.S. district to unify charter and traditional public school admissions in a single-offer assignment mechanism known as OneApp. The RSD also became the first district to use a mechanism based on Top...
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- January 2017
- Case
SoulCycle
By: David Collis, Eric Van den Steen and Ashley Hartman
Co-founders Julie Rice and Elizabeth Cutler have grown SoulCycle from a business idea in 2006 to a major presence among urban boutique fitness studios in 2015. In March 2015, fitness company Equinox approaches them with an offer to buy them out. Evaluating the offer...
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