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  • All HBS Web  (2,271)
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    • Research  (1,453)
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Show Results For

  • All HBS Web  (2,271)
    • News  (417)
    • Research  (1,453)
    • Events  (1)
    • Multimedia  (6)
  • Faculty Publications  (641)
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  • January 2016 (Revised May 2016)
  • Case

IKEA in Saudi Arabia (A)

By: Karthik Ramanna, Jérôme Lenhardt and Marc Homsy
A Swedish newspaper reveals that IKEA has erased all images of women from its catalog for Saudi Arabia. The article sparks criticism of IKEA from the Swedish government and its customers in the West. Critics contend that IKEA is not living up to its own commitments to... View Details
Keywords: Corporate Values; Islam; Multinationals; Globalization; Leadership; Equality and Inequality; Multinational Firms and Management; Religion; Organizational Culture; Gender; Consumer Products Industry; Saudi Arabia; Sweden
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Ramanna, Karthik, Jérôme Lenhardt, and Marc Homsy. "IKEA in Saudi Arabia (A)." Harvard Business School Case 116-015, January 2016. (Revised May 2016.)
  • September 2016 (Revised February 2017)
  • Case

MyTime

By: Juliane Begenau and Robin Greenwood
Ethan Anderson, the CEO of San Francisco–based e-commerce company MyTime, must decide on the company's growth strategy. MyTime’s first product was a website and mobile app that offered consumers a convenient way to book appointments with local merchants throughout the... View Details
Keywords: Customer Valuation; Discounted Cash Flow; Software; Valuation Methodologies; Subscriber Models; Financial Management; Corporate Finance; Growth and Development Strategy; Valuation; Applications and Software; Information Technology Industry; North and Central America
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Begenau, Juliane, and Robin Greenwood. "MyTime." Harvard Business School Case 217-026, September 2016. (Revised February 2017.)
  • November 2020 (Revised July 2022)
  • Case

Dell Technologies: Bringing the Cloud to the Ground

By: Navid Mojir and V. Kasturi Rangan
The case tells the story of Dell Technologies and its efforts to revitalize its value proposition and escape a commodity trap by acquiring EMC for $67 billion—the largest tech acquisition in history. It also shows the deeply intertwined connections between a company’s... View Details
Keywords: Value Proposition; Go-to-market; Strategic Positioning; Mergers and Acquisitions; Business Strategy; Marketing Strategy; Technological Innovation; Business Divisions; Information Technology Industry; Computer Industry
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Mojir, Navid, and V. Kasturi Rangan. "Dell Technologies: Bringing the Cloud to the Ground." Harvard Business School Case 521-036, November 2020. (Revised July 2022.)
  • June 2020
  • Teaching Note

Armarium: Luxury Fashion Brands for Rent

By: Jill Avery and David Fubini
Armarium, a two-sided digital platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
Keywords: Luxury Brand; Fashion; Sharing Economy; Two-sided Marketplace; Target Market; Customer Selection; Marketing; Brands and Branding; Luxury; Two-Sided Platforms; Business Model; Growth and Development Strategy; Customer Value and Value Chain; Fashion Industry; Consumer Products Industry; United States; North America
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Avery, Jill, and David Fubini. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Teaching Note 520-108, June 2020.
  • January 2021 (Revised March 2021)
  • Exercise

E-Commerce Analytics for CPG Firms (C): Free Delivery Terms

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Grocery Delivery; Margins; Analytics and Data Science; Retention; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Exercise 521-080, January 2021. (Revised March 2021.)
  • 7 Aug 2007
  • Conference Presentation

From the Structure of the Value Chain to the Strategic Dynamics of Industry Sectors

By: Carliss Y. Baldwin, Michael Jacobides and Reza Dizaji
Keywords: Strategy; Customer Value and Value Chain
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Baldwin, Carliss Y., Michael Jacobides, and Reza Dizaji. "From the Structure of the Value Chain to the Strategic Dynamics of Industry Sectors." Paper presented at the Academy of Management Annual Meeting, Philadelphia, PA, August 07, 2007.
  • April 2020 (Revised June 2022)
  • Technical Note

Quantitative Analysis in Marketing

By: Sunil Gupta
Marketing is a combination of art and science that requires both qualitative and quantitative analysis to arrive at effective decisions. This note highlights how quantitative analysis can help in the following marketing decisions: estimating market size, determining... View Details
Keywords: Quantitative Analysis; Marketing; Decision Making; Analysis
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Gupta, Sunil. "Quantitative Analysis in Marketing." Harvard Business School Technical Note 520-091, April 2020. (Revised June 2022.)
  • December 2017 (Revised March 2019)
  • Case

Armarium: Luxury Fashion Brands for Rent

By: Jill Avery, David Fubini, Natasha Dossa and Devon Stewart
Armarium, a two-sided online platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
Keywords: Brand Management; Retailing; Sharing Economy; Luxury Brand; Ecommerce; Startup; Fashion; Brand Positioning; Customer Acquisition; Internet Marketing; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Business Startups; Luxury; Consumer Behavior; Growth and Development Strategy; Social Media; E-commerce; Fashion Industry; Retail Industry; Apparel and Accessories Industry; United States; North America
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Avery, Jill, David Fubini, Natasha Dossa, and Devon Stewart. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Case 518-047, December 2017. (Revised March 2019.)
  • 2020
  • Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
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Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
  • October 2021
  • Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis
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Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
  • May 2009
  • Article

Customer-Based Valuation

By: Sunil Gupta
Customer lifetime value (CLV) has emerged as an important metric to manage and grow customers. Marketing scholars have written many books and articles on this topic. However, most of this research has focused on tactical marketing decisions. While this is important, it... View Details
Keywords: Customers; Valuation
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Gupta, Sunil. "Customer-Based Valuation." Journal of Interactive Marketing 23, no. 2 (May 2009): 169–178.
  • May 2015
  • Case

Pricing in a Digital World (2015)

By: John Gourville
Dynamic pricing, especially as practiced by Uber and Lift, seems to be all the rage. In this case, we look at five interesting applications of dynamic price and price customization, each made possible by advances in digital technology. These range from the online... View Details
Keywords: Pricing; Marketing; Dynamic Pricing; Price Customization; Information Technology; Price; Entrepreneurship; Customization and Personalization; Product Marketing
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Gourville, John. "Pricing in a Digital World (2015)." Harvard Business School Case 515-104, May 2015.
  • April 2019
  • Case

Afterpay U.S.: The Omnichannel Dilemma

By: Antonio Moreno, Donald Ngwe and George Gonzalez
In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details
Keywords: Omnichannel Retail; Multi-sided Platforms; Value Creation; Business Model Innovation; Fintech; Digital Marketing; Disruptive Innovation; Business Startups; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Change Management; Customer Value and Value Chain; Customer Relationship Management; Customer Satisfaction; Financing and Loans; Microfinance; Global Strategy; Marketing Channels; Brands and Branding; Marketing Strategy; Market Entry and Exit; Digital Platforms; Product Development; Supply Chain Management; Business and Stakeholder Relations; Networks; Network Effects; Internet and the Web; Financial Services Industry; Retail Industry; Technology Industry; United States; Australia
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Moreno, Antonio, Donald Ngwe, and George Gonzalez. "Afterpay U.S.: The Omnichannel Dilemma." Harvard Business School Case 519-086, April 2019.
  • January 2017 (Revised October 2021)
  • Case

Delivering the Goods at Shippo

By: Jeffrey J. Bussgang, Jeffrey F. Rayport and Olivia Hull
Laura Behrens Wu, CEO of software start-up Shippo, prepares her pitch for a Series A funding round following a successful seed round. Customer adoption of Shippo’s e-commerce dashboard application, which allows small and medium retailers to compare delivery rates... View Details
Keywords: Application Program Interface; API; API Strategy; Customer Cohorts; Churn; Retention; Entrepreneurship; Venture Capital; Business Startups; Strategy; Transition; Customer Focus and Relationships; Technological Innovation; Organizational Change and Adaptation; Valuation; Shipping Industry; Technology Industry; Retail Industry; San Francisco; California; United States
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Bussgang, Jeffrey J., Jeffrey F. Rayport, and Olivia Hull. "Delivering the Goods at Shippo." Harvard Business School Case 817-065, January 2017. (Revised October 2021.)
  • August 2018 (Revised May 2019)
  • Case

Rev. Georgiette Morgan-Thomas & The American Hat Factory

By: Steven Rogers and Ariel Rogers
On a sunny Monday morning, Rev. Morgan-Thomas walked into her newly acquired hat factory thinking, “What have I gotten myself into? Things are worse than I imagined. Can I ever turn this company around given all of the known and unknown problems? Can I make it... View Details
Keywords: Millinery; Factory; B-to-B; B-to-C; Women's Hats; Crowns; Brims; Hat Maker; Custom; Wholesale; Arts; Buildings and Facilities; Business Ventures; Mergers and Acquisitions; Financial Crisis; Business History; Apparel and Accessories Industry; Fashion Industry; Manufacturing Industry; Retail Industry; Pennsylvania
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Rogers, Steven, and Ariel Rogers. "Rev. Georgiette Morgan-Thomas & The American Hat Factory." Harvard Business School Case 319-009, August 2018. (Revised May 2019.)
  • March 2020
  • Teaching Note

onefinestay: Building a Luxury Experience in the Sharing Economy

By: Jill Avery and Anat Keinan
onefinestay was a two-sided marketplace that offered high-end home rentals to travelers who sought a more authentic and local experience than a typical upscale hotel might provide. After five years of rapid growth, it was time to do a comprehensive analysis of the... View Details
Keywords: Two-sided Marketplace; Two-sided Market; Hospitality Industry; Hotels; Luxury Brand; Sharing Economy; Startup; Scaling; Growth; Customer Segmentation; Brand Positioning; Marketing; Marketing Strategy; Brands and Branding; Luxury; Entrepreneurship; Business Startups; Business Model; Venture Capital; Customers; Segmentation; Growth and Development Strategy; Travel Industry; Tourism Industry; Accommodations Industry; United Kingdom; London; Europe
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Avery, Jill, and Anat Keinan. "onefinestay: Building a Luxury Experience in the Sharing Economy." Harvard Business School Teaching Note 520-092, March 2020.
  • March 2017 (Revised July 2019)
  • Case

Walmart: Navigating a Changing Retail Landscape

By: Michael E. Porter and Jorge Ramirez-Vallejo
As the largest company, by revenue, in the world, Walmart has been a lightning rod for criticism. However, in an attempt to stay ahead of traditional and digital retailers, and keep customers satisfied with evolving demands, the company is strengthening its competitive... View Details
Keywords: Shared Value; Strategy; Department Stores; Sustainability; Social Responsibility Of Business; Value Creation; Competitive Strategy; Corporate Social Responsibility and Impact; Retail Industry
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Porter, Michael E., and Jorge Ramirez-Vallejo. "Walmart: Navigating a Changing Retail Landscape." Harvard Business School Case 717-474, March 2017. (Revised July 2019.)
  • 16 Aug 2010
  • Lessons from the Classroom

HBS Introduces Marketing Analysis Tools for Managers

Lifetime Value Analysis" toolkit complements the "HubSpot: Inbound Marketing and Web 2.0" case, which introduces the concept of calculating the value that a... View Details
Keywords: by Sarah Jane Gilbert
  • August 2017 (Revised November 2017)
  • Case

Accounting for Political Risk at AES

By: Gerardo Pérez Cavazos and Suraj Srinivasan
As a global energy generating company, AES frequently faces challenges from political changes and instability. This is exacerbated by the fact that in many instances AES' primary customer is the government, which is also in charge of law-making. For example, AES'... View Details
Keywords: Political Risk; Asset Impairment; Risk Factors; Fair Value; Fair Value Accounting; Financial Reporting; Financial Statements; Energy Industry; Bulgaria; Dominican Republic; United States; Venezuela
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Pérez Cavazos, Gerardo, and Suraj Srinivasan. "Accounting for Political Risk at AES." Harvard Business School Case 118-023, August 2017. (Revised November 2017.)
  • November 2016 (Revised March 2018)
  • Module Note

Strategy Execution Module 9: Building a Balanced Scorecard

By: Robert Simons
This module reading explains how to construct a strategy map and build a balanced scorecard. Using an internal value chain model, the module illustrates how a balanced scorecard can support and enable customer management, innovation, operations, and post-sale service... View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Performance Measurement; Strategy Map; Business Goals; Customer Measures; Strategy; Balanced Scorecard; Business Model
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Simons, Robert. "Strategy Execution Module 9: Building a Balanced Scorecard." Harvard Business School Module Note 117-109, November 2016. (Revised March 2018.)
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