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  • All HBS Web  (2,268)
    • News  (417)
    • Research  (1,453)
    • Events  (1)
    • Multimedia  (6)
  • Faculty Publications  (641)
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  • 22 Nov 2016
  • First Look

November 22, 2016

to build a viable business out of their groundbreaking technology. The case raises issues in entrepreneurship and B2B marketing such as analyzing economic value to the customer, designing optimal price metrics, aligning pricing with... View Details
Keywords: Sean Silverthorne
  • 2015
  • Other Teaching and Training Material

Marketing Reading: Digital Marketing

By: Sunil Gupta and Joseph Davin
Digital technology has changed how consumers search for information, interact with each other, and buy products. The popularization of these technologies has made it possible for companies to have a better understanding of their customers' decision journey and... View Details
Keywords: Advertising; Buzz Marketing; Internet Marketing; Marketing; Marketing Management; Social Media; Social Networks; Viral Marketing; Word-of-mouth Marketing; Digital; Internet; Marketing Channels; Marketing Reference Programs; Online Advertising; Advertising Industry
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Gupta, Sunil, and Joseph Davin. "Marketing Reading: Digital Marketing." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8224, 2015.
  • 2017
  • Chapter

Marketing Models for the Customer-Centric Firm

By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie
A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details
Keywords: Customer Value and Value Chain; Customer Focus and Relationships
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Ascarza, Eva, Peter S. Fader, and Bruce G.S. Hardie. "Marketing Models for the Customer-Centric Firm." In Handbook of Marketing Decision Models. 2nd ed. Edited by Berend Wierenga and Ralf van der Lans, 297–330. International Series in Operations Research & Management Science. Springer, 2017.
  • Research Summary

Trust

By: Sandra J. Sucher

In this research, I aim to provide a practical orientation to trust—how to build it, how it can be damaged, how it might be repaired—grounded in my experience as an executive and in the research on organizational trust and moral philosophy. As a case researcher, I... View Details

Keywords: Power; Globalization; Leadership; Corporate Culture; Future Of Work; Innovation; Human Resources; Technology Strategy; Automation; Stakeholder Engagement; Employee Attitude; Customer Behavior; Shareholder Value; Government And Business; Impact Investing; Corporate Accountability; Corporate Change And Sustainability; Asia; Europe; South America; Middle East; North And Central America; Trust; Asia; Europe; South America; Middle East; North and Central America
  • December 1999 (Revised November 2003)
  • Background Note

Pricing: A Value-Based Approach

By: Robert J. Dolan
Presents a framework for determining prices for products and services in concert with the value provided to customers. Discusses methodologies for estimating customer value. View Details
Keywords: Price; Customers
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Dolan, Robert J. "Pricing: A Value-Based Approach." Harvard Business School Background Note 500-071, December 1999. (Revised November 2003.)
  • March 1999 (Revised June 2004)
  • Case

United States Agency for International Development (USAID): Campfire Program in Zimbabwe

By: V. Kasturi Rangan and Jay Sinha
Raises the issue of customer definition in economic development. Because of the multiple stakeholders and their varying interests, understanding where and how value is created is critical to understanding the customer. View Details
Keywords: Customer Focus and Relationships; Development Economics; Marketing Strategy; Programs; Business and Stakeholder Relations; Value Creation; Zimbabwe; United States
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Rangan, V. Kasturi, and Jay Sinha. "United States Agency for International Development (USAID): Campfire Program in Zimbabwe." Harvard Business School Case 599-090, March 1999. (Revised June 2004.)
  • 2017
  • Working Paper

Self-Employment Dynamics and the Returns to Entrepreneurship

By: Eleanor W. Dillon and Christopher T. Stanton
Small business owners and others in self-employment have the option to transition to paid work. If there is initial uncertainty about entrepreneurial earnings, this option increases the expected lifetime value of self-employment relative to pay in a single year. This... View Details
Keywords: Self-employed; Small Business; Business Earnings; Entrepreneurship; Ownership; Compensation and Benefits
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Dillon, Eleanor W., and Christopher T. Stanton. "Self-Employment Dynamics and the Returns to Entrepreneurship." Harvard Business School Working Paper, No. 17-022, September 2016. (Revised March 2018.)
  • April 2006
  • Background Note

Designing Sustainable Service Models

By: Frances X. Frei
Taught as the second module in a Harvard Business School course on Managing Service Operations. Addresses the challenge of designing service models that effectively incorporate a customer operating role, as well as how to align operations to deliver value to both the... View Details
Keywords: Business Model; Customers; Design; Managerial Roles; Consumer Behavior; Service Operations; Power and Influence; Value
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Frei, Frances X. "Designing Sustainable Service Models." Harvard Business School Background Note 606-031, April 2006.
  • May–June 2021
  • Article

Eliminate Strategic Overload

By: Felix Oberholzer-Gee
As companies respond to intensifying competitive pressures and challenges, they ask more and more of their employees. But organizations often have very little to show for the efforts of their talented and engaged workers. By selecting fewer initiatives with greater... View Details
Keywords: Strategic Initiatives; Value-based Strategy; Organizational Effectiveness; Strategy; Value Creation
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Oberholzer-Gee, Felix. "Eliminate Strategic Overload." Harvard Business Review 99, no. 3 (May–June 2021): 88–97.
  • March 2001 (Revised March 2002)
  • Background Note

Service Recovery

Discusses the value of service recovery to service organizations working to enhance customer loyalty. Also provides practical advice to managers and examines strategies proven helpful to service organizations in their recovery objectives. View Details
Keywords: Management Practices and Processes; Operations; Service Industry
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Hallowell, Roger H. "Service Recovery." Harvard Business School Background Note 801-342, March 2001. (Revised March 2002.)
  • December 2011 (Revised October 2014)
  • Background Note

Business Model Analysis for Entrepreneurs

By: Thomas Eisenmann
This note defines a business model and its major elements: a customer value proposition, a technology and operations management plan, a go-to-market plan, and a profit formula. For each element, the note lists questions that an entrepreneur must address when evaluating... View Details
Keywords: Business Model
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Eisenmann, Thomas. "Business Model Analysis for Entrepreneurs." Harvard Business School Background Note 812-096, December 2011. (Revised October 2014.)
  • January 2021 (Revised March 2021)
  • Case

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

By: Jill Avery, Ayelet Israeli and Emma von Maur
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; Preference Prediction; 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; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
  • October 2021 (Revised December 2021)
  • Case

Customer-Centric Design with Artificial Intelligence: Commonwealth Bank

By: Karim R. Lakhani, Yael Grushka-Cockayne, Jin Hyun Paik and Steven Randazzo
As Commonwealth Bank (CommBank) CEO Matt Comyn delivered the full financial year results in August 2021 over videoconference, it took less than two minutes for him to make his first mention of the organization's Customer Engagement Engine (CEE), the AI-driven customer... View Details
Keywords: Artificial Intelligence; Customer-centricity; Banks and Banking; Customer Focus and Relationships; Technological Innovation; Transformation; Organizational Change and Adaptation; Performance; AI and Machine Learning; Financial Services Industry; Australia
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Lakhani, Karim R., Yael Grushka-Cockayne, Jin Hyun Paik, and Steven Randazzo. "Customer-Centric Design with Artificial Intelligence: Commonwealth Bank." Harvard Business School Case 622-065, October 2021. (Revised December 2021.)
  • Article

How Long Can a Company Thrive Doing Just One Thing?

By: Andy Wu and Scott Duke Kominers
The news that the chat app Slack was being sold to veteran customer relationship management company Salesforce for $27.7 billion raised a lot of eyebrows. Why sell after a year of explosive growth? The deal, however, epitomizes a question facing so-called best-of-breed... View Details
Keywords: Best-of-breed Companies; Competitive Advantage; Competitive Strategy
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Wu, Andy, and Scott Duke Kominers. "How Long Can a Company Thrive Doing Just One Thing?" Harvard Business Review Digital Articles (December 10, 2020).
  • April 2020 (Revised February 2023)
  • Case

GitLab and the Future of All-Remote Work (A)

By: Prithwiraj Choudhury and Emma Salomon
GitLab is arguably one of the world’s largest “all-remote” companies. Started in 2011 and with more than 1,000 employees at present, it has no physical offices and all employees, including the entire C-Suite, work remotely from all parts of the world. The case... View Details
Keywords: Remote Work; Internet and the Web; Technology Adoption; Value Creation; Business Model; Organizational Structure
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Choudhury, Prithwiraj, and Emma Salomon. "GitLab and the Future of All-Remote Work (A)." Harvard Business School Case 620-066, April 2020. (Revised February 2023.)
  • 17 May 2022
  • Cold Call Podcast

Delivering a Personalized Shopping Experience with AI

Keywords: Re: Jill J. Avery
  • 2021
  • Other Unpublished Work

Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2

By: Daniel J. Sturtevant, Carliss Baldwin, Alan MacCormack, Sunny Ahn and Sean Gilliland
An interrelated set of tools and methods is disclosed for: (1) measuring the relationship between software source code attributes (such as code quality, design quality, test quality, and complexity metrics) and software economics outcome metrics (such as... View Details
Keywords: Technical Debt; Applications and Software; Economics; Measurement and Metrics; Patents
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Sturtevant, Daniel J., Carliss Baldwin, Alan MacCormack, Sunny Ahn, and Sean Gilliland. "Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2." Cambridge, MA, September 2021.
  • August 2013
  • Article

Customer-Driven Misconduct: How Competition Corrupts Business Practices

By: Victor Manuel Bennett, Lamar Pierce, Jason A. Snyder and Michael W. Toffel
Competition among firms yields many benefits but can also encourage firms to engage in corrupt or unethical activities. We argue that competition can lead organizations to provide services that customers demand but that violate government regulations, especially when... View Details
Keywords: Competition; Crime and Corruption; Management Practices and Processes; Ethics; Consumer Behavior; Customer Satisfaction; Auto Industry; Service Industry
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Bennett, Victor Manuel, Lamar Pierce, Jason A. Snyder, and Michael W. Toffel. "Customer-Driven Misconduct: How Competition Corrupts Business Practices." Management Science 59, no. 8 (August 2013): 1725–1742. (Online Appendix.  Lead article. Nominated for "Best Conference Paper Award" and "SMS Best Conference Paper Prize for Practice Implications" at 2012 Strategic Management Society International Conference.)
  • July 2021
  • Article

Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market

By: Hui Li and Feng Zhu
Platform competition is shaped by the likelihood of multi-homing (i.e., complementors or consumers adopt more than one platform). To take advantage of multi-homing, platform firms often attempt to motivate their rivals’ high-performing complementors to adopt their own... View Details
Keywords: Platform Competition; Multi-homing; Information Transparency; Daily Deals; Groupon; LivingSocial; Digital Platforms; Information; Competition
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Li, Hui, and Feng Zhu. "Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market." Management Science 67, no. 7 (July 2021): 4384–4407.
  • July–August 2023
  • Article

What Smart Companies Know About Integrating AI

By: Silvio Palumbo and David Edelman
AI has the power to gather, analyze, and utilize enormous volumes of individual customer data to achieve precision and scale in personalization. The experiences of Mercury Financial, CVS Health, and Starbucks debunk the prevailing notion that extracting value from AI... View Details
Keywords: AI and Machine Learning; Customization and Personalization; Integration; Technology Adoption
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Palumbo, Silvio, and David Edelman. "What Smart Companies Know About Integrating AI." Harvard Business Review 101, no. 4 (July–August 2023): 116–125.
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