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Publications

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      • 2022
      • Chapter

      The Servicification of the U.S. Economy: The Role of Startups versus Incumbent Firms

      By: Mercedes Delgado, J. Daniel Kim and Karen G. Mills
      Over the last few decades, the U.S. economy has exhibited a significant shift from manufacturing towards services. This transition has been particularly prominent in an important subcategory of services industries that drives innovation and employs many high-wage...  View Details
      Keywords: Servicification; Supply Chain Industries; STEM Labor; Innovation; Growth; Entrepreneurship; Innovation and Invention; Economic Growth; Policy; Service Industry; United States
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      Delgado, Mercedes, J. Daniel Kim, and Karen G. Mills. "The Servicification of the U.S. Economy: The Role of Startups versus Incumbent Firms." In The Role of Innovation and Entrepreneurship in Economic Growth, edited by Michael J. Andrews, Aaron Chatterji, Josh Lerner, and Scott Stern. University of Chicago Press, 2022.
      • January 2022
      • Case

      Walmart Goes Global (A)

      By: Juan Alcácer
      Keywords: Multinational Firms and Management; Success; Globalized Markets and Industries; Expansion; Market Entry and Exit; Failure; Retail Industry; Germany; China; Argentina; South Korea; Canada; Japan; Brazil; Africa; United Kingdom; United States; Mexico
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      Alcácer, Juan. "Walmart Goes Global (A)." Harvard Business School Case 722-385, January 2022.
      • September 2021
      • Article

      Network Interconnectivity and Entry into Platform Markets

      By: Feng Zhu, Xinxin Li, Ehsan Valavi and Marco Iansiti
      Digital technologies have led to the emergence of many platforms in our economy today. In certain platform networks, buyers in one market purchase services from providers in many other markets, whereas in others, buyers primarily purchase services from providers within...  View Details
      Keywords: Network Interconnectivity; Platform Competition; Market Entry; Networks; Market Platforms; Competition; Market Entry and Exit
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      Zhu, Feng, Xinxin Li, Ehsan Valavi, and Marco Iansiti. "Network Interconnectivity and Entry into Platform Markets." Information Systems Research 32, no. 3 (September 2021): 1009–1024.
      • 2021
      • Working Paper

      The Value of Data and Its Impact on Competition

      By: Marco Iansiti
      Common regulatory perspective on the relationship between data, value, and competition in online platforms has increasingly centered on the volume of data accumulated by incumbent firms. This view posits the existence of "data network effects," where more data leads to...  View Details
      Keywords: Online Platforms; Data Network Effects; Data and Data Sets; Value; Competition
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      Iansiti, Marco. "The Value of Data and Its Impact on Competition." Harvard Business School Working Paper, No. 22-002, July 2021.
      • April 2021
      • Background Note

      HEAD vs. LEAD: Disruptions Originating at the High- vs. Low-End of the Market

      By: Elie Ofek, Olivier Toubia and Didier Toubia
      Twenty five years after it was initially proposed, Clay Christensen’s theory of disruptive innovation continues to be a major reference for entrepreneurs, corporate innovators, and investors. However, the term “disruptive innovation” is often used in ways and contexts...  View Details
      Keywords: Market Entry; New Product Management; Targeting; Disruptive Innovation; Market Entry and Exit; Entrepreneurship; Product; Management; Innovation Strategy; Technology
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      Ofek, Elie, Olivier Toubia, and Didier Toubia. "HEAD vs. LEAD: Disruptions Originating at the High- vs. Low-End of the Market." Harvard Business School Background Note 521-104, April 2021.
      • 2021
      • Working Paper

      Hidden Software and Veiled Value Creation: Illustrations from Server Software Usage

      By: Raviv Murciano-Goroff, Ran Zhuo and Shane Greenstein
      How do you measure the value of a commodity that transacts at a price of zero from an economic standpoint? This study examines the potential for and extent of omission and misattribution in standard approaches to economic accounting with regards to open source...  View Details
      Keywords: Server Software; Open Source Distribution; Software; Data and Data Sets; Economics; Value Creation; Measurement and Metrics
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      Murciano-Goroff, Raviv, Ran Zhuo, and Shane Greenstein. "Hidden Software and Veiled Value Creation: Illustrations from Server Software Usage." NBER Working Paper Series, No. 28738, April 2021.
      • April 2021
      • Article

      Homing and Platform Responses to Entry: Historical Evidence from the U.S. Newspaper Industry

      By: K. Francis Park, Robert Seamans and Feng Zhu
      We examine how heterogeneity in customers’ tendencies to single-home or multi-home affects a platform’s competitive responses to new entrants in the market. We first develop a formal model to generate predictions about how a platform will respond. We then empirically...  View Details
      Keywords: Single-homing; Multi-homing; Platform Responses; Newpaper; Television; Market Platforms; Market Entry and Exit; Newspapers; Television Entertainment; History; Journalism and News Industry; Media and Broadcasting Industry
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      Park, K. Francis, Robert Seamans, and Feng Zhu. "Homing and Platform Responses to Entry: Historical Evidence from the U.S. Newspaper Industry." Strategic Management Journal 42, no. 4 (April 2021): 684–709.
      • March 2021 (Revised October 2021)
      • Teaching Note

      Afterpay U.S.: The Omnichannel Dilemma

      By: Antonio Moreno and Anibha Singh
      Teaching Note for HBS Case No. 519-086. 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...  View Details
      Keywords: Omnichannel Retail; Digital Marketing; 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 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; Technology Industry; United States; Australia
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      Moreno, Antonio, and Anibha Singh. "Afterpay U.S.: The Omnichannel Dilemma." Harvard Business School Teaching Note 521-074, March 2021. (Revised October 2021.)
      • October 2020
      • Article

      Collusion in Markets with Syndication

      By: John William Hatfield, Scott Duke Kominers, Richard Lowery and Jordan M. Barry
      Markets for IPOs and debt issuances are syndicated, in the sense that a bidder who wins a contract may invite losing bidders to join a syndicate that together fulfills the contract. We show that in markets with syndication, standard intuitions from industrial...  View Details
      Keywords: Collusion; Antitrust; IPO Underwriting; Syndication; "Repeated Games"; Markets; Game Theory
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      Hatfield, John William, Scott Duke Kominers, Richard Lowery, and Jordan M. Barry. "Collusion in Markets with Syndication." Journal of Political Economy 128, no. 10 (October 2020).
      • September 2020
      • Teaching Note

      Uber: Competing Globally

      By: Alexander J. MacKay
      Teaching Note for HBS Case No. 720-404.  View Details
      Keywords: Business Ventures; Business Growth and Maturation; Business Model; Geography; Geographic Location; Geographic Scope; Global Strategy; Globalization; Multinational Firms and Management; Globalized Markets and Industries; Governance; Governance Controls; Governing Rules, Regulations, and Reforms; Innovation and Invention; Disruptive Innovation; Innovation Strategy; Law; Management; Growth and Development; Growth Management; Markets; Demand and Consumers; Consumer Behavior; Network Effects; Emerging Markets; Market Design; Market Entry and Exit; Market Participation; Supply and Industry; Industry Structures; Planning; Strategic Planning; Relationships; Business and Community Relations; Business and Government Relations; Business and Stakeholder Relations; Labor and Management Relations; Networks; Adaptation; Strategy; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Expansion; Information Technology; Mobile and Wireless Technology; Digital Platforms; Transportation Networks; Transportation; Transportation Industry; Technology Industry; Africa; Ghana; Asia; China; Shanghai; Shanghai Shi; India; New Delhi; Europe; United Kingdom; London; England; Latin America; North and Central America; United States; New York (city, NY); New York (state, US); South America; Colombia
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      MacKay, Alexander J. "Uber: Competing Globally." Harvard Business School Teaching Note 721-387, September 2020.
      • 2021
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

      Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of...  View Details

      Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Data and Data Sets; Value
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
      • April 2020 (Revised January 2022)
      • Case

      Uber: Competing Globally

      By: Alexander J. MacKay, Amram Migdal and John Masko
      This case describes Uber’s global market entry strategy and responses by regulators and local competitors. It details Uber’s entry into New York City (New York), Bogotá (Colombia), Delhi (India), Shanghai (China), Accra (Ghana), and London (United Kingdom). In each...  View Details
      Keywords: Business Ventures; Business Growth and Maturation; Business Model; Geography; Geographic Location; Geographic Scope; Globalization; Global Strategy; Multinational Firms and Management; Globalized Markets and Industries; Governance; Governance Controls; Governing Rules, Regulations, and Reforms; Innovation and Invention; Disruptive Innovation; Innovation Strategy; Law; Management; Growth and Development Strategy; Growth Management; Markets; Demand and Consumers; Consumer Behavior; Network Effects; Emerging Markets; Market Design; Market Entry and Exit; Market Participation; Supply and Industry; Industry Structures; Planning; Strategic Planning; Relationships; Business and Community Relations; Business and Government Relations; Business and Stakeholder Relations; Labor and Management Relations; Networks; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Expansion; Information Technology; Mobile and Wireless Technology; Digital Platforms; Transportation; Transportation Networks; Transportation Industry; Technology Industry; Africa; Ghana; Asia; China; Shanghai Shi; Shanghai; India; New Delhi; Europe; United Kingdom; England; London; Latin America; North and Central America; United States; New York (city, NY); New York (state, US); South America; Colombia
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      MacKay, Alexander J., Amram Migdal, and John Masko. "Uber: Competing Globally." Harvard Business School Case 720-404, April 2020. (Revised January 2022.)
      • 2021
      • Working Paper

      Elusive Safety: The New Geography of Capital Flows and Risk

      By: Laura Alfaro, Ester Faia, Ruth Judson and Tim Schmidt-Eisenlohr
      A confidential dataset with industry-level disaggregation of U.S. cross-border claims and liabilities, shows U.S. securities to be increasingly intermediated by tax-haven-financial-centers (THFC) and less regulated funds. These securities are risky, in...  View Details
      Keywords: Tax Havens; Financial Centers; Geography Of Flows; Profit Shifting; Tax Avoidance; Risk; Safe Assets; Hetergeneous Firms; Endogenous Entry; Endogenous Monitoring; Regulatory Arbitrage; Assets; Safety; Risk and Uncertainty; Capital; Global Range
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      Alfaro, Laura, Ester Faia, Ruth Judson, and Tim Schmidt-Eisenlohr. "Elusive Safety: The New Geography of Capital Flows and Risk." Harvard Business School Working Paper, No. 20-099, March 2020. (Revised February 2021.)
      • October 2019
      • Case

      Agility Africa

      By: Juan Alcacer, Caroline M. Elkins and Esel Çekin
      This case illustrates the challenge and opportunities that firms face when developing and executing new business models in high-risk, low-infrastructure, low-trust countries. It features a global logistics group, Agility, that aimed to become the leader in supplying...  View Details
      Keywords: Strategy; Business Model; Innovation and Invention; Expansion; Emerging Markets; Decision Choices and Conditions; Real Estate Industry; Distribution Industry; Africa
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      Alcacer, Juan, Caroline M. Elkins, and Esel Çekin. "Agility Africa." Harvard Business School Case 720-357, October 2019.
      • 2020
      • Working Paper

      Pushed into a Crowd: Repositioning Costs, Resources, and Competition in the RTE Cereal Industry

      By: Young Hou and Dennis Yao
      This paper exploits a natural experiment involving self-regulation in the ready-to-eat (RTE) breakfast cereal industry to evaluate how firms respond to entry in light of changes in competition and to estimate the value of brand equity as products are repositioned....  View Details
      Keywords: Positioning; Resources; Competitive Dynamics; Non-market Strategy; Goods and Commodities; Governing Rules, Regulations, and Reforms; Product Positioning; Food and Beverage Industry
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      Hou, Young, and Dennis Yao. "Pushed into a Crowd: Repositioning Costs, Resources, and Competition in the RTE Cereal Industry." Harvard Business School Working Paper, No. 20-014, August 2019. (Revised May 2020.)
      • 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.
      • March 2019
      • Teaching Note

      KITEA (A)—(F)

      By: Ramon Casadesus-Masanell and Karen Elterman
      This Teaching Note accompanies the KITEA series of cases, which details how the Moroccan furniture company KITEA prepared for the entry of IKEA into the Moroccan market and describes the outcome of that entry.  View Details
      Keywords: Private Sector; For-Profit Firms; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Market Entry and Exit; Retail Industry; Africa; North Africa; Morocco
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      Casadesus-Masanell, Ramon, and Karen Elterman. "KITEA (A)—(F)." Harvard Business School Teaching Note 719-490, March 2019.
      • March 2019
      • Supplement

      KITEA (B): Getting Ready to Face IKEA

      By: Ramon Casadesus-Masanell and Gamze Yucaoglu
      The case opens in September 2015, when IKEA is about to open its first store in Morocco. It then chronicles the efforts of KITEA CEO Amine Benkirane and his son Othman between 2013 and 2015 to prepare KITEA for IKEA’s entry. After incurring losses for the first time in...  View Details
      Keywords: Retail; KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Business Model; Market Entry and Exit; Retail Industry; Morocco; Africa; North Africa
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      Casadesus-Masanell, Ramon, and Gamze Yucaoglu. "KITEA (B): Getting Ready to Face IKEA." Harvard Business School Supplement 719-421, March 2019.
      • March 2019
      • Supplement

      KITEA (F): Expanding in Africa

      By: Ramon Casadesus-Masanell and Gamze Yucaoglu
      he case opens in 2018 after KITEA has recorded two years of double-digit sales growth following IKEA’s entry into the Moroccan market. It then traces the factors that contributed to KITEA’s success and that led Tana Africa Capital Limited to acquire a minority stake in...  View Details
      Keywords: Retail; KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Success; Expansion; Strategy; Retail Industry; Africa; North Africa; Morocco
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      Casadesus-Masanell, Ramon, and Gamze Yucaoglu. "KITEA (F): Expanding in Africa." Harvard Business School Supplement 719-423, March 2019.
      • February 2019
      • Supplement

      KITEA: Democratizing Furniture in Morocco (PowerPoint supplement)

      By: Ramon Casadesus-Masanell
      This PowerPoint accompanies the KITEA cases and the associated teaching note. The KITEA series of cases (A-F) details how the Moroccan furniture company KITEA prepared for the entry of IKEA into the Moroccan market and describes the outcome of that entry.  View Details
      Keywords: KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Model; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Retail Industry; Africa; North Africa; Morocco
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      Casadesus-Masanell, Ramon. "KITEA: Democratizing Furniture in Morocco (PowerPoint supplement)." Harvard Business School PowerPoint Supplement 719-807, February 2019.
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