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      • 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.
      • April 2020 (Revised October 2020)
      • Case

      Unilever's Response to the Future of Work

      By: William R. Kerr, Emilie Billaud and Mette Fuglsang Hjortshoej
      In February 2020, Nick Dalton, executive vice president HR business transformation at Unilever, reflected on the changing nature of work marked by rapid advances in artificial intelligence, machine learning, and automation. Launched in 2016, Unilever’s Future of Work... View Details
      Keywords: Change Management; Human Capital; Organizational Change and Adaptation; Mission and Purpose; Organizational Structure; Transformation; Human Resources; Consumer Products Industry; Europe
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      Kerr, William R., Emilie Billaud, and Mette Fuglsang Hjortshoej. "Unilever's Response to the Future of Work." Harvard Business School Case 820-104, April 2020. (Revised October 2020.)
      • March 2020 (Revised June 2023)
      • Case

      Scaling Nextdoor

      By: Jeffrey F. Rayport, Thomas O. Jones and Jeff Huizinga
      Nextdoor, striving to solidify its position as the leading global social media platform for neighborhoods, works to scale audience, geography, and revenue. View Details
      Keywords: Platforms; Information Technology; Entrepreneurship; Growth and Development Strategy; Social Media; Digital Platforms
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      Rayport, Jeffrey F., Thomas O. Jones, and Jeff Huizinga. "Scaling Nextdoor." Harvard Business School Case 820-097, March 2020. (Revised June 2023.)
      • March 2020
      • Module Note

      Business Model Transformation in the Platform Age

      By: Feng Zhu
      Although some digital platforms are highly successful, most firms today are still traditional product- or service-based firms. To take advantage of the opportunities created by platform business models, traditional firms can work with existing platforms to become their... View Details
      Keywords: Platforms; Platform Businesses; Platform Disruption; Internet and the Web; Business Model; Transformation; Digital Platforms
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      Zhu, Feng. "Business Model Transformation in the Platform Age." Harvard Business School Module Note 620-109, March 2020.
      • February 2020
      • Technical Note

      Talent Management and the Future of Work

      By: William R. Kerr and Gorick Ng
      The nature of work is changing—and it is changing rapidly. Few days go by without industry giants such as Amazon and AT&T announcing plans to invest billions of dollars towards retraining nearly half of their respective workforces for jobs of the future. What changes... View Details
      Keywords: Human Resource Management; Human Capital Development; Human Resource Practices; Talent; Talent Acquisition; Talent Development; Talent Development And Retention; Talent Management; Talent Retention; Labor Flows; Labor Management; Labor Market; Strategy Development; Strategy Management; Strategy Execution; Strategy And Execution; Strategic Change; Transformations; Organization; Organization Alignment; Organization Design; Organizational Adaptation; Organizational Effectiveness; Management Challenges; Management Of Business And Political Risk; Change Leadership; Future Of Work; Future; Skills Gap; Skills Development; Skills; Offshoring And Outsourcing; Investment; Capital Allocation; Work; Work Culture; Work Force Management; Work/life Balance; Work/family Balance; Work-family Boundary Management; Workers; Worker Productivity; Worker Performance; Work Engagement; Work Environment; Work Environments; Productivity; Organization Culture; Soft Skills; Technology Management; Technological Change; Technological Change: Choices And Consequences; Technology Diffusion; Disruptive Technology; Global Business; Global; Workplace; Workplace Context; Workplace Culture; Workplace Wellness; Collaboration; Competencies; Productivity Gains; Digital; Digital Transition; Competitive Dynamics; Competitiveness; Competitive Strategy; Data Analytics; Data; Data Management; Data Strategy; Data Protection; Aging Society; Diversity; Diversity Management; Millennials; Communication Complexity; Communication Technologies; International Business; Work Sharing; Global Competitiveness; Global Corporate Cultures; Intellectual Property; Intellectual Property Management; Intellectual Property Protection; Intellectual Capital And Property Issues; Globalization Of Supply Chain; Inequality; Recruiting; Hiring; Hiring Of Employees; Training; Job Cuts And Outsourcing; Job Performance; Job Search; Job Design; Job Satisfaction; Jobs; Employee Engagement; Employee Attitude; Employee Benefits; Employee Compensation; Employee Fairness; Employee Relationship Management; Employee Retention; Employee Selection; Employee Motivation; Employee Feedback; Employee Coordination; Employee Performance Management; Employee Socialization; Process Improvement; Application Performance Management; Stigma; Institutional Change; Candidates; Digital Enterprise; Cultural Adaptation; Cultural Change; Cultural Diversity; Cultural Context; Cultural Strategies; Cultural Psychology; Cultural Reform; Performance; Performance Effectiveness; Performance Management; Performance Evaluation; Performance Appraisal; Performance Feedback; Performance Measurement; Performance Metrics; Performance Measures; Performance Efficiency; Efficiency; Performance Analysis; Performance Appraisals; Performance Improvement; Automation; Artificial Intelligence; Technology Companies; Managerial Processes; Skilled Migration; Assessment; Human Resources; Management; Human Capital; Talent and Talent Management; Retention; Demographics; Labor; Strategy; Change; Change Management; Transformation; Organizational Change and Adaptation; Organizational Culture; Working Conditions; Information Technology; Technology Adoption; Disruption; Economy; Competition; Globalization; AI and Machine Learning; Digital Transformation
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      Kerr, William R., and Gorick Ng. "Talent Management and the Future of Work." Harvard Business School Technical Note 820-084, February 2020.
      • January 2020
      • Case

      Ninja: Which Platform Wins Esports' Biggest Star?

      By: Anita Elberse and Michal T. Leszczynski
      It is July 2019, and the business of esports and gaming is booming. Tyler Blevins—better known as Ninja—has risen to stardom playing the immensely popular shooter game Fortnite. He has become the most followed streamer in the world and, helped by his management company... View Details
      Keywords: Esports; Platforms; Superstar; Games, Gaming, and Gambling; Internet and the Web; Personal Development and Career; Decision Making; Digital Platforms; Video Game Industry; Technology Industry
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      Elberse, Anita, and Michal T. Leszczynski. "Ninja: Which Platform Wins Esports' Biggest Star?" Harvard Business School Case 520-036, January 2020.
      • January 2020 (Revised January 2025)
      • Case

      Freelancer, Ltd.

      By: Christopher Stanton, Karim R. Lakhani, Jennifer L. Hoffman, Jin Hyun Paik and Nina Cohodes
      Over the course of the 2010s, the rapid advancement of mobile technologies and the rise of online freelancing platforms seemed to portend a radical transformation of labor markets into on-demand, flexible talent pools. Even though several Fortune 500... View Details
      Keywords: Freelancers; Platforms; Digital Labor; Labor; Human Resources; Management; Internet and the Web; Growth and Development Strategy; Digital Platforms; Information Industry; Australia; United States; Philippines
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      Stanton, Christopher, Karim R. Lakhani, Jennifer L. Hoffman, Jin Hyun Paik, and Nina Cohodes. "Freelancer, Ltd." Harvard Business School Case 820-075, January 2020. (Revised January 2025.)
      • 2019
      • Article

      Overcoming Cultural Resistance to Open Source Innovation

      By: John Winsor, Jin Hyun Paik, Michael Tushman and Karim R. Lakhani
      Purpose: This article offers insight on how to effectively help incumbent organizations prepare for global business shifts to open source and digital business models.
      Design/methodology/approach: Discussion related to observation, experience and case studies... View Details
      Keywords: Open Source Innovation; Organizational Culture; Organizational Change and Adaptation; Business Model; Technological Innovation; Collaborative Innovation and Invention
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      Winsor, John, Jin Hyun Paik, Michael Tushman, and Karim R. Lakhani. "Overcoming Cultural Resistance to Open Source Innovation." Strategy & Leadership 47, no. 6 (2019): 28–33.
      • November 2019
      • Teaching Note

      Magnus Resch: Transforming the Art Market Through Transparency

      By: Henry McGee and Sarah Mehta
      Teaching Note for HBS No. 319-002. This teaching note pairs with a case on economist and entrepreneur Magnus Resch, who is on a mission to make the art market more transparent. He has built the Magnus app, which catalogues the price and transaction history of millions... View Details
      Keywords: Art Market; Transparency; Art Pricing; Business Startups; Innovation Strategy; Culture; Business Strategy; Mobile Technology; Fine Arts Industry; Information Technology Industry
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      McGee, Henry, and Sarah Mehta. "Magnus Resch: Transforming the Art Market Through Transparency." Harvard Business School Teaching Note 320-021, November 2019.
      • September 2019 (Revised October 2019)
      • Case

      Burunda Prince at The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)

      By: Linda A. Hill, Eric Mankin and Emily Tedards
      After a successful inaugural year, Burunda Prince, the Managing Director of Comcast’s startup business accelerator The Farm, was getting ready for an eventful 2019. Comcast was America's largest cable and internet service provider, having built a profitable business... View Details
      Keywords: Innovation; Accelerator; Entrepreneur; Startup; Outsourcing; Hiring; Talent; Culture; Ecosystem; Digital; Women; African Americans; Leadership; Innovation and Invention; Entrepreneurship; Business Startups; Management; Diversity; Selection and Staffing; Organizational Culture; Media; Entertainment; Transformation; Atlanta
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      Hill, Linda A., Eric Mankin, and Emily Tedards. "Burunda Prince at The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)." Harvard Business School Case 420-057, September 2019. (Revised October 2019.)
      • September 2019
      • Case

      Shell: A Company of Opportunity?

      By: Joseph B. Fuller and Emer Moloney
      The Opportunity Hub was a cloud-based platform that enabled managers to market projects they were working on and associated resourcing needs as “Opportunity Owners” and employees, or “Opportunity Seekers,” to browse these statements of need and engage when they had... View Details
      Keywords: Business Divisions; Change Management; Competency and Skills; Experience and Expertise; Talent and Talent Management; Energy; Energy Sources; Non-Renewable Energy; Renewable Energy; Human Resources; Employees; Retention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Jobs and Positions; Job Design and Levels; Knowledge Sharing; Knowledge; Knowledge Use and Leverage; Labor; Human Capital; Labor Unions; Leading Change; Resource Allocation; Organizational Change and Adaptation; Performance Evaluation; Performance Productivity; Strategic Planning; Projects; Motivation and Incentives; Business Strategy; Social and Collaborative Networks; Technology Platform; Chemical Industry; Energy Industry; Information Technology Industry; Technology Industry; United Kingdom; Netherlands
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      Fuller, Joseph B., and Emer Moloney. "Shell: A Company of Opportunity?" Harvard Business School Case 320-025, September 2019.
      • 2020
      • Working Paper

      Digital Experimentation and Startup Performance: Evidence from A/B Testing

      By: Rembrand Koning, Sharique Hasan and Aaron Chatterji
      Recent work argues that experimentation is the appropriate framework for entrepreneurial strategy. We investigate this proposition by exploiting the time-varying adoption of A/B testing technology, which has drastically reduced the cost of experimentally testing... View Details
      Keywords: Experimentation; A/B Testing; Data-driven Decision-making; Entrepreneurship; Strategy; Business Startups; Information Technology; Performance
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      Koning, Rembrand, Sharique Hasan, and Aaron Chatterji. "Digital Experimentation and Startup Performance: Evidence from A/B Testing." Harvard Business School Working Paper, No. 20-018, August 2019. (Revised September 2020. SSRN Working Paper Series, No. 3440291, August 2019)
      • June 2019 (Revised February 2020)
      • Case

      Eric Hawkins Leading Agile Teams @ Digitally-Born AppFolio (A)

      By: Tsedal Neeley, Paul Leonardi and Michael Norris
      Eric Hawkins, director of engineering at AppFolio—a digital technology firm that offered cloud-based business software to small and medium sized companies—was shocked by an unusual request from his senior leadership team. Could Hawkins and one of his agile teams build... View Details
      Keywords: Values; Agile; Vision; Corporate Culture; Leadership; Values and Beliefs; Organizational Culture; Decision Choices and Conditions; Digital Transformation; Technology Industry; United States; California
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      Neeley, Tsedal, Paul Leonardi, and Michael Norris. "Eric Hawkins Leading Agile Teams @ Digitally-Born AppFolio (A)." Harvard Business School Case 419-066, June 2019. (Revised February 2020.)
      • May 2019 (Revised July 2019)
      • Case

      Walmart's Workforce of the Future

      By: William R. Kerr and Jordan Bach-Lombardo
      Faced with intense competition from Amazon, Walmart began a transformation of its operations and workforce in 2015. The goal was to create an omnichannel retail experience for customers that seamlessly joined online and offline shopping. This case explores Walmart's... View Details
      Keywords: Walmart; Managing The Future Of Work; Workforce; Automation; Ecommerce; Omnichannel Retail; Operations; Transformation; Employees; Training; Information Technology; Infrastructure; Disruption; Competitive Strategy; E-commerce; Information Infrastructure; Retail Industry
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      Kerr, William R., and Jordan Bach-Lombardo. "Walmart's Workforce of the Future." Harvard Business School Case 819-042, May 2019. (Revised July 2019.)
      • April 2019 (Revised January 2025)
      • Case

      Clear Link Technologies, LLC: Driving Sales with Peer Effects

      By: Christopher Stanton, Richard Saouma and Olivia Hull
      The importance of a good peer or coworker is widely discussed, but understanding the glue that makes coworkers valuable is less understood. This case sheds light on the importance of peers and the practices and environments that make a group greater than the sum of its... View Details
      Keywords: Talent and Talent Management; Interactive Communication; Experience and Expertise; Decision Making; Training; Design; Compensation and Benefits; Knowledge Acquisition; Knowledge Sharing; Human Capital; Working Conditions; Measurement and Metrics; Outcome or Result; Performance; Performance Improvement; Research; Sales; Salesforce Management; Motivation and Incentives; Telecommunications Industry; Utah; United States
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      Stanton, Christopher, Richard Saouma, and Olivia Hull. "Clear Link Technologies, LLC: Driving Sales with Peer Effects." Harvard Business School Case 819-072, April 2019. (Revised January 2025.)
      • December 2018 (Revised March 2021)
      • Background Note

      Modern Automation (A): Artificial Intelligence

      By: William R. Kerr and James Palano
      This primer is meant to be a field guide to the late 2010s' surge in business use of "Artificial Intelligence" (AI), or enterprise software based in machine learning. First, it provides an overview of the key trends—digitization, connectivity, the continuation of... View Details
      Keywords: Artificial Intelligence; Digitization; Connectivity; Computing; Future Of Work; Automation; AI and Machine Learning
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      Kerr, William R., and James Palano. "Modern Automation (A): Artificial Intelligence." Harvard Business School Background Note 819-084, December 2018. (Revised March 2021.)
      • December 2018
      • Case

      CIR Group: Passing Wealth through the Generations

      By: Lauren Cohen, Christopher J. Malloy and Elena Corsi
      Rodolfo, Marco, and Edoardo De Benedetti had received from their father his controlling shares in COFIDE, a publicly listed holding company that held 45.8% of CIR Group, another publicly listed holding. The latter held majority shares in GEDI, Italy’s largest print... View Details
      Keywords: Succession Planning; Transferring Shares; Wealth Management; Holding Structures; Family Ownership; Ownership Stake; Management Succession; Governing and Advisory Boards; Policy; Media and Broadcasting Industry; Health Industry; Italy
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      Cohen, Lauren, Christopher J. Malloy, and Elena Corsi. "CIR Group: Passing Wealth through the Generations." Harvard Business School Case 219-060, December 2018.
      • 2018
      • Working Paper

      Platform Competition: Betfair and the U.K. Market for Sports Betting

      By: Ramon Casadesus-Masanell and Neil Campbell
      We examine two episodes of strategic interaction in the U.K. betting industry: (i) Betfair (an entrant multi-sided platform or MSP) vs. Flutter (also an MSP), and (ii) Betfair vs. traditional bookmakers. We find that although Betfair was an underfunded second mover in... View Details
      Keywords: Platform Design; Betting; Digital Platforms; Design; Network Effects; Business Model; Competition; Cooperation; Market Entry and Exit
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      Casadesus-Masanell, Ramon, and Neil Campbell. "Platform Competition: Betfair and the U.K. Market for Sports Betting." Harvard Business School Working Paper, No. 19-057, November 2018.
      • September 2018 (Revised December 2019)
      • Case

      Zebra Medical Vision

      By: Shane Greenstein and Sarah Gulick
      An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and CT-scans. The algorithms used deep learning and digitized radiology scans to create software that could assist doctors in making... View Details
      Keywords: Radiology; Machine Learning; X-ray; CT Scan; Medical Technology; Probability; FDA 510(k); Diagnosis; Business Startups; Health Care and Treatment; Information Technology; Applications and Software; Competitive Strategy; Product Development; Commercialization; Decision Choices and Conditions; Health Industry; Medical Devices and Supplies Industry; Technology Industry; Israel
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      Greenstein, Shane, and Sarah Gulick. "Zebra Medical Vision." Harvard Business School Case 619-014, September 2018. (Revised December 2019.)
      • June 2018
      • Teaching Note

      Sandra Brown Goes Digital

      By: Rosabeth Moss Kanter and Jonathan Cohen
      As a middle manager at a biotechnology company, Sandra Brown harnessed digital tools and social media to engage others and build campaigns for change in the company. This Teaching Note presents strategies for teaching the Sandra Brown case series, which follows Brown's... View Details
      Keywords: Change Leadership; Change Management; Digital; Engagement; Stakeholder Engagement; Grassroots Movement; Health Care Industry; Career Path; Innovation; Leading Change; Management; Innovation and Management; Personal Development and Career; Organizational Change and Adaptation; Quality
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "Sandra Brown Goes Digital." Harvard Business School Teaching Note 318-156, June 2018.
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