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  • August 2002 (Revised November 2016)
  • Background Note

Customer Profitability and Lifetime Value

By: Elie Ofek
Introduces the central concepts involved in determining customer lifetime value, with detailed analysis and examples from the realm of direct marketing. Implications for marketing strategy and customer relationship management are briefly discussed. View Details
Keywords: Customer Value and Value Chain; Customer Relationship Management; Customization and Personalization; Product Marketing; Sales; Marketing Strategy; Management Analysis, Tools, and Techniques; Consumer Products Industry
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Ofek, Elie. "Customer Profitability and Lifetime Value." Harvard Business School Background Note 503-019, August 2002. (Revised November 2016.)
  • June 2011 (Revised June 2012)
  • Case

Sephora Direct: Investing in Social Media, Video, and Mobile

By: Elie Ofek and Alison Berkley Wagonfeld
Julie Bornstein, senior vice president of Sephora Direct, is seeking to double her budget for social media and other digital marketing initiatives for 2011. A number of digital efforts implemented in the past two years seem to be bearing fruit and there is a desire to... View Details
Keywords: History; Leadership; Marketing Strategy; Marketing; Emerging Markets; Investment Return; Investment Funds; Budgets and Budgeting
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Ofek, Elie, and Alison Berkley Wagonfeld. "Sephora Direct: Investing in Social Media, Video, and Mobile." Harvard Business School Case 511-137, June 2011. (Revised June 2012.)
  • 07 Mar 2019
  • Working Paper Summaries

Calculators for Women: When Identity Appeals Provoke Backlash

Keywords: by Tami Kim, Kate Barasz, Leslie John, and Michael Norton
  • October 2014 (Revised June 2016)
  • Case

MasterCard: Driving Financial Inclusion

By: Sunil Gupta, Rajiv Lal and Natalie Kindred
MasterCard CEO Ajay Banga was investing significant time and attention to increase financial inclusion among individuals with historically no access to banking or financial services in countries around the world with large underserved populations. The effort included... View Details
Keywords: Marketing; Financial Services; Financial And Social Return; Financial Inclusion; Strategic Management; South Africa; Nigeria; Ajay Banga; Marketing Strategy; Social Marketing; Financial Services Industry; Banking Industry; South Africa; Nigeria
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Gupta, Sunil, Rajiv Lal, and Natalie Kindred. "MasterCard: Driving Financial Inclusion." Harvard Business School Case 515-035, October 2014. (Revised June 2016.)
  • August 2005 (Revised September 2006)
  • Case

Polyphonic HMI: Mixing Music and Math

By: Anita Elberse, Jehoshua Eliashberg and Julian Villanueva
In 2003, Mike McCready, CEO of Barcelona-based Polyphonic HMI, was preparing to launch an artificial intelligence tool that could create significant value for music businesses. The technology, referred to as Hit Song Science (HSS), analyzed the mathematical... View Details
Keywords: Forecasting and Prediction; Music Entertainment; Business History; Leadership; Marketing Strategy; Strategic Planning; Problems and Challenges; Mathematical Methods; Entertainment and Recreation Industry
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Elberse, Anita, Jehoshua Eliashberg, and Julian Villanueva. "Polyphonic HMI: Mixing Music and Math." Harvard Business School Case 506-009, August 2005. (Revised September 2006.) (Spanish version also available.)
  • March 2022
  • Teaching Note

Farfetch: Digital Transformation for Luxury Brands

By: Jill Avery and Sunil Gupta
Teaching Note for HBS Case No. 522-051. Farfetch, a global luxury technology platform and digital marketplace had been surfing the wave of digital transformation in the luxury fashion industry since 2008. While the company’s stock price and market valuation had... View Details
Keywords: Brand Management; Retailing; Two Sided Markets; SaaS; Online Marketing; Marketing; Marketing Channels; Brands and Branding; Luxury; Digital Transformation; E-commerce; Digital Marketing; Retail Industry; Fashion Industry; London; United Kingdom; Portugal
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Avery, Jill, and Sunil Gupta. "Farfetch: Digital Transformation for Luxury Brands." Harvard Business School Teaching Note 522-061, March 2022.
  • 04 Aug 2020
  • Cold Call Podcast

Glossier Built a Cult-Brand and a Digital Community, but What’s Next?

Keywords: Re: Jill J. Avery; Advertising
  • 2015
  • Working Paper

Collateral Shortages and Intermediation Networks

By: Marco Di Maggio and Alireza Tahbaz-Salehi
This paper argues that in the presence of trading frictions and agency problems, the interbank market may be overly fragile, in the sense that small changes in the liquidity of assets used as collateral may lead to large swings in haircuts and a potential credit... View Details
Keywords: Financial Intermediation; Financial Networks; Secured Lending; Collateral; Repo Runs; ABCP Collapse; Networks; Negotiation; Financing and Loans; Financial Crisis
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Di Maggio, Marco, and Alireza Tahbaz-Salehi. "Collateral Shortages and Intermediation Networks." Working Paper, November 2015. (Revise and Resubmit to The Review of Financial Studies.)
  • March 2011 (Revised June 2011)
  • Background Note

Government Policy and Clean-Energy Finance

By: Ramana Nanda, Sanjay Aggarwal and Nilam Ganenthiran
What leads to market failures in finance of clean energy startups? How do different governments approach this issue? View Details
Keywords: Government and Politics; Finance; Policy; Energy Industry
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Nanda, Ramana, Sanjay Aggarwal, and Nilam Ganenthiran. "Government Policy and Clean-Energy Finance." Harvard Business School Background Note 811-026, March 2011. (Revised June 2011.)
  • 2022
  • Article

Values and Inequality: Prosocial Jobs and the College Wage Premium

By: Nathan Wilmers and Letian Zhang
Employers often recruit workers by invoking corporate social responsibility, organizational purpose, or other claims to a prosocial mission. In an era of substantial labor market inequality, commentators typically dismiss these claims as hypocritical: prosocial... View Details
Keywords: Corporate Social Responsibility and Impact; Equality and Inequality; Wages; Recruitment
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Wilmers, Nathan, and Letian Zhang. "Values and Inequality: Prosocial Jobs and the College Wage Premium." American Sociological Review 87, no. 3 (2022): 415–442.
  • Article

Understanding Why Universal Service Obligations May Be Unnecessary: The Private Development of Local Internet Access Markets

By: Tom Downes and Shane Greenstein
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Downes, Tom, and Shane Greenstein. "Understanding Why Universal Service Obligations May Be Unnecessary: The Private Development of Local Internet Access Markets." Journal of Urban Economics 62, no. 1 (July 2007): 2–26.
  • Program

Private Equity and Venture Capital

Summary Tax reforms, regulatory uncertainty, and global market volatility are creating a more complex investment environment, but the outlook for private equity remains strong. This investment management... View Details
Keywords: Finance; Finance
  • May 2021 (Revised February 2024)
  • Teaching Note

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Ayelet Israeli and Jill Avery
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; "Marketing Analytics"; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Jill Avery. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Teaching Note 521-097, May 2021. (Revised February 2024.)
  • January 2010 (Revised April 2010)
  • Case

Gobi Partners and DMG

By: G. Felda Hardymon, Josh Lerner and Ann Leamon
Thomas G. Tsao, founding general partner of Gobi Partners, an early stage venture capital firm in China, must decide how to manage his firm's largest investment after the departure of the CEO. Tom has temporarily stepped in as CEO, but finding a replacement with the... View Details
Keywords: Restructuring; Competency and Skills; Decision Choices and Conditions; Venture Capital; Investment; Business or Company Management; Management Succession; Emerging Markets; Problems and Challenges; Business and Stakeholder Relations; China
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Hardymon, G. Felda, Josh Lerner, and Ann Leamon. "Gobi Partners and DMG." Harvard Business School Case 810-095, January 2010. (Revised April 2010.)
  • June 2018
  • Case

American Airlines' Value Pricing (Abridged)

By: Alvin J. Silk and Sunil Gupta
This is an abridged version of the 1992 case where American Airlines (AA) launched "Value Pricing" in an attempt to simplify the pricing structure of the airline industry. AA expected that this plan would benefit not only consumers, but also AA and the entire airline... View Details
Keywords: Consumer Marketing; Market Segmentation; Pricing; Pricing Strategy; Demand Analysis; Competition; Marketing; Segmentation; Price; Strategy; Demand and Consumers; Analysis; Air Transportation Industry
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Silk, Alvin J., and Sunil Gupta. "American Airlines' Value Pricing (Abridged)." Harvard Business School Case 519-019, June 2018.
  • 2019
  • Chapter

Origins and Development of Global Business

By: Geoffrey Jones
This chapter explores how business enterprises have been powerful actors in the spread of global capitalism between 1840 and the present day. Emerging out of the industrialized Western economies, global firms created and co-created markets and ecosystems through their... View Details
Keywords: Global Business; Multinational; Globalization; Business History; Strategy; Africa; Asia; Europe; Latin America; Middle East; North and Central America; Oceania
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Jones, Geoffrey. "Origins and Development of Global Business." Chap. 2 in The Routledge Companion to the Makers of Global Business, edited by Teresa da Silva Lopes, Christina Lubinski, and Heidi J.S. Tworek, 17–34. New York: Routledge, 2019.
  • 2004
  • Working Paper

Contract Rights and Risk Aversion: Foreign Banks and the Mexican Economy, 1997-2004

By: Stephen Haber and Aldo Musacchio
In 1997 Mexico allowed foreign banks unrestricted entry to the market. What impact did foreign mergers and acquisitions have on Mexico's banks? We find that all banks in Mexico have become increasingly risk averse, and that foreign banks are even more so. Foreign banks... View Details
Keywords: Risk and Uncertainty; Contracts; Market Entry and Exit; Globalization; Microeconomics; Banks and Banking; Banking Industry; Mexico
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Haber, Stephen, and Aldo Musacchio. "Contract Rights and Risk Aversion: Foreign Banks and the Mexican Economy, 1997-2004." Harvard Business School Working Paper, No. 05-025, October 2004. (Revised February 2008, previously titled "Foreign Banks and the Mexican Economy, 1997-2004.")
  • 2020
  • Book

Experimentation Works: The Surprising Power of Business Experiments

By: Stefan Thomke
Don’t fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition,... View Details
Keywords: Experimentation; Experiments; Market Research; Innovation and Invention; Innovation and Management; Customers; Research
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Thomke, Stefan. Experimentation Works: The Surprising Power of Business Experiments. Boston, MA: Harvard Business Review Press, 2020.
  • 25 Aug 2020
  • News

He's Seen It Before

Keywords: stock market; investment banking; bear markets; market timing; Securities, Commodities, and Other Financial Investments; Securities, Commodities, and Other Financial Investments
  • 2014
  • Working Paper

Financing Risk and Innovation

By: Ramana Nanda and Matthew Rhodes-Kropf
We provide a model of investment into new ventures that demonstrates why some places, times, and industries should be associated with a greater degree of experimentation by investors. Investors respond to financing risk―a forecast of limited future funding―by modifying... View Details
Keywords: Business Startups; Venture Capital; Financial Markets; Financing and Loans; Investment; Price Bubble; Innovation and Invention; Technological Innovation; Risk and Uncertainty
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Nanda, Ramana, and Matthew Rhodes-Kropf. "Financing Risk and Innovation." Harvard Business School Working Paper, No. 11-013, August 2010. (Revised March 2014.)
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