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- 2023
- Working Paper
Estimating Productivity in the Presence of Spillovers: Firm-Level Evidence from the U.S. Production Network
By: Ebehi Iyoha
This paper examines the extent to which productivity gains are transmitted across U.S. firms through buyer-supplier relationships. Many empirical studies measure firm-to-firm spillovers using firm-level productivity estimates derived from control function approaches....
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Iyoha, Ebehi. "Estimating Productivity in the Presence of Spillovers: Firm-Level Evidence from the U.S. Production Network." Harvard Business School Working Paper, No. 24-033, December 2023. (Winner of the Young Economists' Essay Award at the 2021 Annual Conference of the European Association for Research in Industrial Economics (EARIE))
- October 2023 (Revised March 2024)
- Case
GameStop: Social Media Finds a Cheat Code (A)
By: Joseph Pacelli and Sarah Mehta
This case covers the events leading up to the 2021 GameStop short squeeze. Using GameStop as an illustrative example, the case explores the rise in retail trading, increased financial information sharing on social media, and the gamification of investing enabled by...
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Keywords:
Value;
Stocks;
Financial Markets;
Social Media;
Investment;
Applications and Software;
Financial Services Industry;
United States
Pacelli, Joseph, and Sarah Mehta. "GameStop: Social Media Finds a Cheat Code (A)." Harvard Business School Case 124-005, October 2023. (Revised March 2024.)
- 2023
- Working Paper
The Retail Habitat
By: Toomas Laarits and Marco Sammon
Retail investors trade hard-to-value stocks. Controlling for size, stocks with a high share of retail-initiated trades are composed of more intangible capital, have longer duration cash-flows and a higher likelihood of being mispriced. Consistent with retail-heavy...
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Keywords:
Retail;
Retail Trade;
Intangible Capital;
Mispricing;
Investment;
Valuation;
Business Earnings
Laarits, Toomas, and Marco Sammon. "The Retail Habitat." Working Paper, May 2023.
- 2022
- Working Paper
Retail Investors’ Contrarian Behavior Around News, Attention, and the Momentum Effect
By: Cheng (Patrick) Luo, Enrichetta Ravina, Marco Sammon and Luis M. Viceira
Using a large panel of U.S. brokerage accounts trades and positions, we show that a large fraction of retail investors trade as contrarians after large earnings surprises, especially for loser stocks, and that such contrarian trading contributes to post earnings...
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Keywords:
Retail Investors;
Post Earnings Announcement Drift;
Price Momentum;
Behavioral Finance;
Investment;
Demographics
Luo, Cheng (Patrick), Enrichetta Ravina, Marco Sammon, and Luis M. Viceira. "Retail Investors’ Contrarian Behavior Around News, Attention, and the Momentum Effect." Working Paper, June 2022.
- 2023
- Working Paper
Investor Preferences, Security Design and Volatility Prices
By: Claire Célérier, Gordon Liao and Boris Vallée
This paper investigates the effects of the issuance of retail products with non-linear payoffs on option prices. For a given underlying asset, when the outstanding volume of products embedding a short-put position increases, implied volatility at the corresponding...
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Keywords:
Security Design;
Dividend;
Options;
Structured Products;
Market Segmentation;
Financial Instruments;
Design;
Volatility;
Markets;
Segmentation
Célérier, Claire, Gordon Liao, and Boris Vallée. "Investor Preferences, Security Design and Volatility Prices." Working Paper, 2023.
- May 2021
- Article
The Firm Next Door: Using Satellite Images to Study Local Information Advantage
By: Jung Koo Kang, Lorien Stice-Lawrence and Forester Wong
We use novel satellite data that track the number of cars in the parking lots of 92,668 stores for 71 publicly listed U.S. retailers to study the local information advantage of institutional investors. We establish car counts as a timely measure of store-level...
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Keywords:
Satellite Images;
Store-level Performance;
Institutional Investors;
Local Advantage;
Overweighting;
Processing Costs;
Alternative Data;
Big Data;
Emerging Technologies;
Information;
Quality;
Institutional Investing;
Decision Making;
Behavioral Finance;
Analytics and Data Science
Kang, Jung Koo, Lorien Stice-Lawrence, and Forester Wong. "The Firm Next Door: Using Satellite Images to Study Local Information Advantage." Journal of Accounting Research 59, no. 2 (May 2021): 713–750.
- Article
Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy
By: Alberto Cavallo, Gita Gopinath, Brent Neiman and Jenny Tang
We use micro data collected at the border and the store to characterize the price impact of recent US trade policy on importers, exporters, and consumers. At the border, import tariff passthrough is much higher than exchange rate passthrough. Chinese exporters did not...
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Keywords:
Trade Policy;
Tariffs;
Exchange Rate Passthrough;
Economics;
Trade;
Policy;
Currency Exchange Rate;
Price;
United States
Cavallo, Alberto, Gita Gopinath, Brent Neiman, and Jenny Tang. "Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy." American Economic Review: Insights 3, no. 1 (March 2021).
- February 2021 (Revised April 2024)
- Case
Shopify: The Conquest for Chinese E-Commerce
By: Jeffrey F. Rayport, Avani Patel, Samantha Lin and Ariel Yang
In mid-2020, Tobias Lütke, CEO of Shopify, faced a critical decision on how to time potential expansion into the China market. Over the prior 15 years, his Canadian software-as-a-service company had grown from a small e-commerce solutions provider to a full service...
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Keywords:
Timing;
Corporate Entrepreneurship;
Service Operations;
Business Model;
Organizational Design;
Change Management;
Cross-Cultural and Cross-Border Issues;
Global Strategy;
Health Pandemics;
Growth Management;
Marketing Strategy;
Digital Platforms;
Alliances;
Partners and Partnerships;
Opportunities;
Internet and the Web;
E-commerce;
United States;
Canada;
China
- May 2020 (Revised July 2022)
- Case
Brand Storytelling at Shinola
By: Jill Avery, Giana M. Eckhardt and Michael B. Beverland
Detroit, Michigan, aka “The Motor City,” is most known as the birthplace of most of the American classic automotive brands. It is a city filled with the rich history of the industrial age, the pride of American manufacturing, and of the soulful sounds of Motown music....
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Keywords:
Marketing;
Brands and Branding;
Marketing Communications;
Advertising;
Luxury;
Retail Industry;
Retail Industry;
Retail Industry;
Detroit;
United States;
North America
Avery, Jill, Giana M. Eckhardt, and Michael B. Beverland. "Brand Storytelling at Shinola." Harvard Business School Case 520-102, May 2020. (Revised July 2022.)
- January 2020
- Case
The June Oven
By: Leonard A. Schlesinger and Christian Godwin
The June Oven was a smart oven which was capable of identifying food and cooking it accordingly. This type of smart oven represented the next step in the long history of oven and stove development. Due to the widespread use of traditional ovens, the market for the June...
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Keywords:
Business Ventures;
Trends;
Customers;
Design;
Entrepreneurship;
Food;
Goods and Commodities;
Innovation and Invention;
Marketing;
Brands and Branding;
Demand and Consumers;
Distribution;
Product Development;
Sales;
Information Technology;
Internet and the Web;
Applications and Software;
Retail Industry;
Retail Industry;
Retail Industry;
Retail Industry;
Retail Industry;
United States
Schlesinger, Leonard A., and Christian Godwin. "The June Oven." Harvard Business School Case 320-067, January 2020.
- 2020
- Working Paper
Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy
By: Alberto Cavallo, Gita Gopinath, Brent Neiman and Jenny Tang
We use micro data collected at the border and the store to characterize the price impact of recent US trade policy on importers, exporters, and consumers. At the border, import tariff passthrough is much higher than exchange rate passthrough. Chinese exporters did not...
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Keywords:
Trade Policy;
Tariffs;
Exchange Rate Passthrough;
Economics;
Trade;
Policy;
Inflation and Deflation;
United States;
China
Cavallo, Alberto, Gita Gopinath, Brent Neiman, and Jenny Tang. "Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy." NBER Working Paper Series, No. 26396, October 2019. (Revised June 2020. Harvard Business School Working Paper, No. 20-041, October 2019)
- June 2019 (Revised October 2019)
- Technical Note
Note on the Future of Commerce
By: William R. Kerr, Daniel O'Connor and Nathaniel Schwalb
In 2019, the retail and consumer product industries were undergoing a significant transformation. Over the past 50 years, what was once a highly fragmented industry began to consolidate, digitize, and increase convenience while lowering costs. The winning enterprises...
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Keywords:
Trade;
Demand and Consumers;
Demographics;
Transformation;
Global Range;
Organizational Change and Adaptation;
Business Model;
Leading Change;
Retail Industry;
Retail Industry
Kerr, William R., Daniel O'Connor, and Nathaniel Schwalb. "Note on the Future of Commerce." Harvard Business School Technical Note 819-017, June 2019. (Revised October 2019.)
- December 2018 (Revised May 2019)
- Case
Bord Bia: Strategically Growing Irish Exports
By: Jose B. Alvarez, Forest L. Reinhardt and Emer Moloney
Agriculture was Ireland’s largest indigenous industry. Its agri-food sector was export driven, with almost 90% of production exported. Bord Bia was the Irish government agency charged with the promotion, trade development, and marketing of the Irish food, drink, and...
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Keywords:
Agribusiness;
Trends;
Disruption;
Communication Strategy;
Experience and Expertise;
Talent and Talent Management;
Public Sector;
Trade;
Education;
Food;
Geography;
Geographic Location;
Rural Scope;
Corporate Governance;
Government Administration;
Information;
Knowledge Dissemination;
Marketing Channels;
Brands and Branding;
Marketing Communications;
Marketing Strategy;
Planning;
Business and Government Relations;
Environmental Sustainability;
Public Opinion;
Business Strategy;
Diversification;
Retail Industry;
Retail Industry;
Retail Industry;
Retail Industry;
Republic of Ireland;
United Kingdom;
Europe
Alvarez, Jose B., Forest L. Reinhardt, and Emer Moloney. "Bord Bia: Strategically Growing Irish Exports." Harvard Business School Case 519-043, December 2018. (Revised May 2019.)
- July–August 2018
- Article
From Niche to Mainstream (HBR Case Study)
By: Elie Ofek
A large Japanese snack maker faces challenges in marketing products in the US. Several options for jumpstarting sales are presented.
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Keywords:
New Product Marketing;
Retail Trade;
Private Label;
International Expansion;
Cultural Branding;
Consumer Packaged Goods (CPG);
Product Marketing;
Expansion;
Global Range;
Brands and Branding;
Strategy;
Retail Industry;
Retail Industry
Ofek, Elie. "From Niche to Mainstream (HBR Case Study)." Harvard Business Review 96, no. 4 (July–August 2018).
- May 2018
- Case
Sagacity Tea: What Direction for Growth?
By: John A. Quelch and Amy Handlin
Kate Moran, CEO and cofounder of Sagacity Tea, a small, Vermont-based ready-to-drink tea brand, is considering a consumer-product group (CPG) broker's proposal for the product's launch in several cities along the East Coast of the United States. The commitments in the...
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Keywords:
Product Launch;
Marketing;
Distribution;
Growth Management;
Marketing Channels;
Decision Choices and Conditions
Quelch, John A., and Amy Handlin. "Sagacity Tea: What Direction for Growth?" Harvard Business School Brief Case 918-527, May 2018.
- October 2017 (Revised July 2018)
- Case
Data Science at Target
By: Srikant M. Datar and Caitlin N. Bowler
Paritosh Desai joined Target.com in 2013 as VP of Business Intelligence, Analytics & Testing to explore how the retailer could use its relatively small but thriving e-commerce arm to drive sales and win customers. The case explores the technological and organizational...
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Keywords:
Data Science;
Analytics and Data Science;
Organizational Change and Adaptation;
Competitive Strategy;
Problems and Challenges;
Innovation Leadership
Datar, Srikant M., and Caitlin N. Bowler. "Data Science at Target." Harvard Business School Case 118-016, October 2017. (Revised July 2018.)
- January 2017
- Case
Expanding Ecommerce at Technos
By: Thales Teixeira, Rohit Deshpandé, Ruth Costas and Priscilla Zogbi
Technos was the market leader in the Brazilian watch market. Its CEO had made a firm commitment to evolve the company’s marketing and commercial practices by focusing less on pushing product to retail clients and more on branding to end consumers to pull watches from...
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Keywords:
Technos;
Watch;
Wristwatch;
Ecommerce;
Online Shopping;
Distribution;
Website;
Marketing;
Brazil;
Latin America;
Branding;
Trade;
Marketplace;
Brands and Branding;
Marketing Strategy;
Internet and the Web;
E-commerce;
Digital Marketing;
Apparel and Accessories Industry;
Brazil
Teixeira, Thales, Rohit Deshpandé, Ruth Costas, and Priscilla Zogbi. "Expanding Ecommerce at Technos." Harvard Business School Case 517-078, January 2017.
- Fall 2016
- Article
How Do Customers Respond to Increased Service Quality Competition?
When does increased service quality competition lead to customer defection, and which customers are most likely to defect? Our empirical analysis of 82,235 customers exploits the varying competitive dynamics in 644 geographically isolated markets in which a nationwide...
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Keywords:
Service Quality Competition;
Retail Banks;
Empirical Operations;
Retention;
Service Operations;
Quality;
Competition;
Banking Industry;
United States
Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "How Do Customers Respond to Increased Service Quality Competition?" Manufacturing & Service Operations Management 18, no. 4 (Fall 2016): 585–607.
- May 2016 (Revised December 2016)
- Case
Camposol
By: David E. Bell and Natalie Kindred
With $289 million in 2015 revenues, Camposol is a Peruvian grower, exporter, and marketer of fruits and vegetables, with a focus on the high-growth, high-margin blueberry category. Camposol aspires to become Peru’s first multinational branded produce company. It...
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Keywords:
Blueberries;
Avocado;
Asparagus;
Agriculture;
Peru;
Retail;
Produce;
Agricultural Production;
Branding;
Brand Strategy;
Commercialization;
Camposol;
Aquaculture;
Agribusiness;
Marketing;
Trade;
Vertical Integration;
Strategy;
Marketing Strategy;
Family Business;
Growth and Development;
Growth Management;
Food;
Supply Chain;
Distribution;
Retail Industry;
Retail Industry;
Retail Industry;
Retail Industry;
Peru;
South America;
United States;
China
Bell, David E., and Natalie Kindred. "Camposol." Harvard Business School Case 516-111, May 2016. (Revised December 2016.)
- April 2016 (Revised June 2017)
- Teaching Note
Dollar General Bids for Family Dollar
By: Jonas Heese, Paula A. Price and Suraj Srinivasan
In spring 2015, Dollar General CEO Rick Dreiling was looking ahead to retiring at year's end but worried about ensuring continued growth for the company he had built since 2008 into a market leader in the U.S. discount retail world. Dollar General operated over 11,500...
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