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  • February 2024
  • Module Note

Data-Driven Marketing in Retail Markets

By: Ayelet Israeli
This note describes an eight-class sessions module on data-driven marketing in retail markets. The module aims to familiarize students with core concepts of data-driven marketing in retail, including exploring the opportunities and challenges, adopting best practices,... View Details
Keywords: Data; Data Analytics; Retail; Retail Analytics; Data Science; Business Analytics; "Marketing Analytics"; Omnichannel; Omnichannel Retailing; Omnichannel Retail; DTC; Direct To Consumer Marketing; Ethical Decision Making; Algorithmic Bias; Privacy; A/B Testing; Descriptive Analytics; Prescriptive Analytics; Predictive Analytics; Analytics and Data Science; E-commerce; Marketing Channels; Demand and Consumers; Marketing Strategy; Retail Industry
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Israeli, Ayelet. "Data-Driven Marketing in Retail Markets." Harvard Business School Module Note 524-062, February 2024.
  • July 1993 (Revised November 1993)
  • Case

European Bank for Reconstruction and Development: Marketing Strategy for the Debut Bond Offering

By: Jeffrey F. Rayport
The European Bank for Reconstruction and Development, the first supranational financial institution of the post-Cold War era, is planning its debut in the international capital markets through a bond issuance of $500 million. The bank must determine its marketing... View Details
Keywords: Bonds; Marketing Strategy; Capital Markets; Banks and Banking; Banking Industry; Europe
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Rayport, Jeffrey F. "European Bank for Reconstruction and Development: Marketing Strategy for the Debut Bond Offering." Harvard Business School Case 594-005, July 1993. (Revised November 1993.)
  • February 2003
  • Teaching Note

Siemens AG: Global Development Strategy (A) and (B) TN

By: Stefan H. Thomke
Teaching Note for (9-602-061) and (9-602-062). View Details
Keywords: Technology Industry; Telecommunications Industry; Bangalore; Germany
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Thomke, Stefan H. "Siemens AG: Global Development Strategy (A) and (B) TN." Harvard Business School Teaching Note 603-009, February 2003.
  • September 2020 (Revised July 2022)
  • Technical Note

Algorithmic Bias in Marketing

By: Ayelet Israeli and Eva Ascarza
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and product—characterizing the marketing... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeting; Targeted Advertising; Pricing Algorithms; Ethical Decision Making; Customer Heterogeneity; Marketing; Race; Ethnicity; Gender; Diversity; Prejudice and Bias; Marketing Communications; Analytics and Data Science; Analysis; Decision Making; Ethics; Customer Relationship Management; E-commerce; Retail Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Eva Ascarza. "Algorithmic Bias in Marketing." Harvard Business School Technical Note 521-020, September 2020. (Revised July 2022.)
  • May 2018 (Revised July 2018)
  • Case

EY China (A): Strengthening Presence in a Critical Market

By: Ashish Nanda, Das Narayandas and Lisa Rohrer
Soon after being named regional managing partner for Ernst & Young (EY) China in September 2009, Albert Ng reflects on the enormity of challenges facing EY China. Despite EY Global's commitment to the China practice, EY China’s growth agenda has been reversed, post... View Details
Keywords: Professional Services; International Management; Big Four; Strategy And Execution; Emerging Market; Strategy; Leadership; Global Range; Growth and Development Strategy; Emerging Markets; Accounting Industry; China
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Nanda, Ashish, Das Narayandas, and Lisa Rohrer. "EY China (A): Strengthening Presence in a Critical Market." Harvard Business School Case 718-464, May 2018. (Revised July 2018.)
  • 2016
  • Working Paper

The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Market

By: Feng Zhu
Strategy scholars have documented in various empirical settings that firms seek and leverage stronger institutions to mitigate hazards and gain competitive advantage. In this paper, we argue that such “institution-seeking” behavior may not be confined to the pursuit of... View Details
Keywords: Patent Wars; Patent Litigation; Intellectual Property (IP) Enforcement; Institutions; Smartphone; Patent Thicket; Digital Platforms; Patents; Lawsuits and Litigation; Globalized Markets and Industries; Business Strategy; Telecommunications Industry
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Paik, Yongwook, and Feng Zhu. "The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Market." Harvard Business School Working Paper, No. 14-015, August 2013. (Revised March 2016.)
  • August 2006
  • Article

Global Integration ≠ Global Concentration

There is a widespread belief that increases in the cross-border integration of markets are associated with increases in global concentration along various dimensions. This article reviews the available evidence and presents new data, indicating that increasing global... View Details
Keywords: Globalized Markets and Industries
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Ghemawat, Pankaj, and Fariborz Ghadar. "Global Integration ≠ Global Concentration." Industrial and Corporate Change 15, no. 4 (August 2006): 595–623.
  • December 1982
  • Case

Daiwa Seiko K.K.: Marketing Strategy in the United States

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Cady, John F. "Daiwa Seiko K.K.: Marketing Strategy in the United States." Harvard Business School Case 583-084, December 1982.
  • 2004
  • Book

The Global Market: Developing a Strategy to Manage Across Borders

By: John A. Quelch and Rohit Deshpandé
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Quelch, John A. and Rohit Deshpandé, eds. The Global Market: Developing a Strategy to Manage Across Borders. San Francisco, CA: Jossey-Bass, 2004.
  • February 2014 (Revised March 2014)
  • Module Note

Why Do Firms Go Abroad? Strategies to Create Value Globally

By: Jorge Tamayo and Juan Alcácer
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Tamayo, Jorge, and Juan Alcácer. "Why Do Firms Go Abroad? Strategies to Create Value Globally." Harvard Business School Module Note 713-057, February 2014. (Revised March 2014.)
  • 27 Aug 2013
  • Working Paper Summaries

The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Market

Keywords: by Yongwook Paik & Feng Zhu; Legal Services
  • 2020
  • Working Paper

Collusion in Brokered Markets

By: John William Hatfield, Scott Duke Kominers and Richard Lowery
The U.S. residential real estate agency market presents a puzzle for economic theory: commissions on real estate transactions have remained high for decades even though entry is frequent and costs are low. We model the real estate agency market, and other brokered... View Details
Keywords: Real Estate; "Repeated Games"; Collusion; Antitrust; Brokered Markets; Game Theory; Real Estate Industry
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Hatfield, John William, Scott Duke Kominers, and Richard Lowery. "Collusion in Brokered Markets." Harvard Business School Working Paper, No. 20-023, September 2019. (Revised July 2020.)
  • 11 Jul 2016
  • News

Celebrity-sponsored pot is the latest marketing strategy for the cannabis industry

  • June 2016 (Revised March 2017)
  • Case

Global Wine War 2015: New World Versus Old

By: Christopher A. Bartlett and Sarah McAra
This case contrasts the tradition-bound Old World wine industry with the market-oriented New World producers in the battle for the Chinese wine market in 2015. China’s wine consumption growth presented a large and fast-growing export target that was extremely... View Details
Keywords: Competitive Advantage; Government Regulation; Industry Analysis; International Business; International Marketing; Market Entry; Exports; Business And Government Relations; China; Europe; France; Australia; Trade; Global Strategy; Governing Rules, Regulations, and Reforms; Consumer Behavior; Market Entry and Exit; Competition; Food and Beverage Industry; France; Europe; Australia; China
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Bartlett, Christopher A., and Sarah McAra. "Global Wine War 2015: New World Versus Old." Harvard Business School Case 916-415, June 2016. (Revised March 2017.)
  • June 2012 (Revised December 2017)
  • Case

Marc Rich and Global Commodity Trading

By: Geoffrey Jones and Espen Storli
Examines the career of Marc Rich, the world's leading commodity trader before his criminal indictment in the United States in 1983. The case surveys the historical growth of commodity trading, especially in metals, from the late nineteenth century, and its evolving... View Details
Keywords: Commodity Market; Natural Resources; Metals and Minerals; Business History; Entrepreneurship; Service Industry; Mining Industry; Africa; Europe; Middle East; North and Central America; Israel; South Africa; Iran
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Jones, Geoffrey, and Espen Storli. "Marc Rich and Global Commodity Trading." Harvard Business School Case 813-020, June 2012. (Revised December 2017.)
  • May 2012
  • Article

Global Business Speaks English: Why You Need a Language Strategy Now

By: Tsedal Neeley
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Neeley, Tsedal. "Global Business Speaks English: Why You Need a Language Strategy Now." Harvard Business Review 90, no. 5 (May 2012): 116–124.
  • 2001
  • Book

Cases in Strategic Marketing Management: Business Strategies in Muslim Countries

By: John A. Quelch
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Quelch, John A. Cases in Strategic Marketing Management: Business Strategies in Muslim Countries. Upper Saddle River, NJ: Prentice Hall, 2001.
  • August 1984 (Revised October 1992)
  • Background Note

Marketing Implementation

By: John A. Quelch
Describes a framework for evaluating marketing implementation problems and assesses the interfaces between marketing strategy and implementation. View Details
Keywords: Marketing Strategy
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Quelch, John A. "Marketing Implementation." Harvard Business School Background Note 585-024, August 1984. (Revised October 1992.)
  • 2024
  • Working Paper

What Triggers National Stock Market Jumps?

By: Scott R. Baker, Nicholas Bloom, Steven J. Davis and Marco Sammon
We examine newspapers the day after major stock-market jumps to evaluate the proximate cause, geographic source, and clarity of these events from 1900 in the US, 1930 in the UK and 1980 in 12 other countries. We find four main results. First, the United States plays an... View Details
Keywords: Uncertainty; Policy Uncertainty; Stock Market; Financial Markets; Volatility; Risk and Uncertainty; Policy; Newspapers
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Baker, Scott R., Nicholas Bloom, Steven J. Davis, and Marco Sammon. "What Triggers National Stock Market Jumps?" Working Paper, December 2024.
  • March 2019
  • Case

DayTwo: Going to Market with Gut Microbiome

By: Ayelet Israeli and David Lane
DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals. After a first year of trial rollout in... View Details
Keywords: Start-up Growth; Startup; Positioning; Targeting; Go To Market Strategy; B2B2C; B2B Vs. B2C; Health & Wellness; AI; Machine Learning; Female Ceo; Female Protagonist; Science-based; Science And Technology Studies; Ecommerce; Applications; DTC; Direct To Consumer Marketing; US Health Care; "USA,"; Innovation; Pricing; Business Growth; Segmentation; Distribution Channels; Growth and Development Strategy; Business Startups; Science-Based Business; Health; Innovation and Invention; Marketing; Information Technology; Business Growth and Maturation; E-commerce; Applications and Software; Health Industry; Technology Industry; Insurance Industry; Information Technology Industry; Food and Beverage Industry; Israel; United States
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Israeli, Ayelet, and David Lane. "DayTwo: Going to Market with Gut Microbiome." Harvard Business School Case 519-010, March 2019.
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