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Publications

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    • All HBS Web  (201)
      • Faculty Publications  (28)

      by Karen G. MillsRemove by Karen G. Mills →

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      • February 2025
      • Case

      Doing Business in Casablanca, Morocco

      By: Karen G. Mills, Ahmed Dahawy and Choetsow Tenzin
      This case examines the challenges and opportunities of doing business in Morocco. The case explores the various historical, cultural, and social factors that impact the business environment. It also highlights Morocco’s unique economy where cash remains a dominant... View Details
      Keywords: Business Model; Cultural Entrepreneurship; Social Entrepreneurship; Business History; Business and Government Relations; Technological Innovation; Distribution Industry; Financial Services Industry; Morocco
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      Mills, Karen G., Ahmed Dahawy, and Choetsow Tenzin. "Doing Business in Casablanca, Morocco." Harvard Business School Case 325-105, February 2025.
      • 2024
      • Book

      Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity

      By: Karen G. Mills
      The second edition of Fintech, Small Business & the American Dream, builds on the groundbreaking 2019 book with new insights on how technology and artificial intelligence are transforming small business lending. This ambitious view covers the significance of... View Details
      Keywords: Fintech; AI; AI and Machine Learning; Small Business; Economy; Technology Adoption; Credit; Financing and Loans; Analytics and Data Science
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      Mills, Karen G. Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity. 2nd Edition, NY: Palgrave Macmillan, 2024.
      • February 2023 (Revised February 2024)
      • Case

      Chari: Exploring Fintech in Morocco

      By: Karen G. Mills and Ahmed Dahawy
      This case examines the challenges and opportunities of doing business in Morocco. It highlights Morocco’s unique economy where cash remains a dominant player in the market despite global advancements in digitalization. The case also explores the various cultural and... View Details
      Keywords: Business Model; Cultural Entrepreneurship; Social Entrepreneurship; Business History; Business and Government Relations; Technological Innovation; Distribution Industry; Financial Services Industry; Morocco
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      Mills, Karen G., and Ahmed Dahawy. "Chari: Exploring Fintech in Morocco." Harvard Business School Case 323-082, February 2023. (Revised February 2024.)
      • 2022
      • Chapter

      Creating 'Smart' Policy to Promote Entrepreneurship and Innovation

      By: Karen G. Mills and Annie Dang
      Entrepreneurship is a key to unlocking innovation and fostering regional and national economic productivity. Extensive studies demonstrate that small and young firms contribute to innovation and employment growth. But which of the many types of small firms are... View Details
      Keywords: Economic Policy; High-growth; Entrepreneurship; Innovation and Invention; Business Startups; Economic Growth; Policy; United States
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      Mills, Karen G., and Annie Dang. "Creating 'Smart' Policy to Promote Entrepreneurship and Innovation." In The Role of Innovation and Entrepreneurship in Economic Growth, edited by Michael J. Andrews, Aaron Chatterji, Josh Lerner, and Scott Stern. Chicago: University of Chicago Press, 2022.
      • 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. Chicago: University of Chicago Press, 2022.
      • January 2022
      • Module Note

      A Note on Contextual Intelligence

      By: Caroline M. Elkins, Tarun Khanna, Vikram S. Gandhi, Karen G. Mills and Leonard A. Schlesinger
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      Elkins, Caroline M., Tarun Khanna, Vikram S. Gandhi, Karen G. Mills, and Leonard A. Schlesinger. "A Note on Contextual Intelligence." Harvard Business School Module Note 322-077, January 2022.
      • Article

      The Supply Chain Economy: New Policies to Drive Innovation and Jobs

      By: Mercedes Delgado and Karen G. Mills
      The debate in economic policymaking about the drivers of innovation and job creation has long centered on manufacturing versus services. The predominant view is that manufacturing drives innovation, wages, and growth, and that services provide less innovation and... View Details
      Keywords: Supply Chain Industries; Supply Chain; Economy; Policy; Innovation and Invention; Jobs and Positions
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      Delgado, Mercedes, and Karen G. Mills. "The Supply Chain Economy: New Policies to Drive Innovation and Jobs." Economía Industrial, no. 421 (December 2021).
      • 2021
      • Chapter

      Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

      By: Karen G. Mills and Annie Dang
      Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details
      Keywords: Big Data; Fintech; Artificial Intelligence; Small Business; Financing and Loans; Capital; Success; AI and Machine Learning; Analytics and Data Science
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      Mills, Karen G., and Annie Dang. "Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success." In Big Data in Small Business, edited by Carsten Lund Pedersen, Adam Lindgreen, Thomas Ritter, and Torsten Ringberg. Edward Elgar Publishing, 2021.
      • October 2020
      • Article

      The Supply Chain Economy: A New Industry Categorization for Understanding Innovation in Services

      By: Mercedes Delgado and Karen G. Mills
      An active debate has centered on the importance of manufacturing for driving innovation in the U.S. economy. This paper offers an alternative framework that focuses on the role of suppliers of goods and services (the “supply chain economy”) in national performance. We... View Details
      Keywords: Supply Chain Industries; Business-to-consumer Industries; Services; Innovation; Economy; Framework; Supply Chain; Service Operations; Innovation and Invention; Economic Growth; United States
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      Delgado, Mercedes, and Karen G. Mills. "The Supply Chain Economy: A New Industry Categorization for Understanding Innovation in Services." Research Policy 49, no. 8 (October 2020).
      • September 2020
      • Teaching Note

      First Aid Beauty

      By: Karen G. Mills and Annie Dang
      Teaching Note for HBS Case No. 319-082. View Details
      Keywords: Entrepreneurship; Venture Capital; Term Sheets; Decision Choices And Conditions; Preferred Shares; Common Stock; Beauty and Cosmetics Industry
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      Mills, Karen G., and Annie Dang. "First Aid Beauty." Harvard Business School Teaching Note 321-013, September 2020.
      • March 2020
      • Technical Note

      Intrapreneurship: Leading Innovation Efforts in Established Organizations

      By: Karen G. Mills and Annie Dang
      “Intrapreneurship” is the use of entrepreneurial management techniques within established companies to create new environments that foster innovation. Mature firms have consistently faced risk of elimination from competitors, shifting consumer preferences, and... View Details
      Keywords: Intrapreneurship; Innovation; Corporate Venture Capital; Accelerators; Incubators; Lean Startup; Hypothesis Testing; Business Ventures; Entrepreneurship; Innovation and Invention; Leadership; Framework; Disruption
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      Mills, Karen G., and Annie Dang. "Intrapreneurship: Leading Innovation Efforts in Established Organizations." Harvard Business School Technical Note 820-096, March 2020.
      • 2022
      • Article

      How AI Could Help Small Businesses

      By: Karen G. Mills
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      Mills, Karen G. "How AI Could Help Small Businesses." Harvard Business Review Digital Articles (June 3, 2019).
      • 2019
      • Book

      Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity

      By: Karen G. Mills
      Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details
      Keywords: Fintech; Big Data; Data; Technology; Artificial Intelligence; Great Recession; Regulation; Innovation; Banks; Lending; Loans; Access To Capital; American Dream; Community Banking; Small Business Administration; Entrepreneur; Government; Public Policy; API; Policy Making; Small Business; Financing and Loans; Technological Innovation; Financial Crisis; Banks and Banking; Governing Rules, Regulations, and Reforms; Policy; AI and Machine Learning; Analytics and Data Science; United States
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      Mills, Karen G. Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity. Palgrave Macmillan, 2019.
      • June 2018
      • Case

      The Grommet in 2018

      By: Lynda M. Applegate, Karen Gordon Mills and Lena Goldberg
      The Grommet, an online product launch platform, was at the brink of scaling its business. The Grommet's daily launch and sale of innovative consumer products, using personal videos created by product makers, had led to its initial success. In 2014, the company launched... View Details
      Keywords: Retail; Value Capture; Internet and the Web; Entrepreneurship; Product Launch; Value; Retail Industry
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      Applegate, Lynda M., Karen Gordon Mills, and Lena Goldberg. "The Grommet in 2018." Harvard Business School Case 818-132, June 2018.
      • February 2018 (Revised August 2019)
      • Case

      Amazon's HQ2 (A)

      By: Karen Mills and Jan W. Rivkin
      In September 2017, the Internet giant Amazon announced that it aimed to open a second headquarters in some city other than Seattle, its current home base. By 2032, the company projected, this “HQ2” would be home to as many as 50,000 high-paying tech jobs and up to $5... View Details
      Keywords: Economic Development; Headquarters; Local Government; Incentives; Business Headquarters; Business and Government Relations; Development Economics
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      Mills, Karen, and Jan W. Rivkin. "Amazon's HQ2 (A)." Harvard Business School Case 718-494, February 2018. (Revised August 2019.)
      • 2016
      • Working Paper

      The State of Small Business Lending: Innovation and Technology and the Implications for Regulation

      By: Karen Gordon Mills and Brayden McCarthy
      Small businesses were among the hardest hit in the Great Recession, accounting for more than 60% of the total jobs lost. The economic crisis was one focused on the banking sector, which is one reason for the disproportionately high impact on America’s small businesses,... View Details
      Keywords: Small Business; Financing and Loans; Financial Crisis
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      Mills, Karen Gordon, and Brayden McCarthy. "The State of Small Business Lending: Innovation and Technology and the Implications for Regulation." Harvard Business School Working Paper, No. 17-042, November 2016.
      • Article

      How Companies Can Help Rebuild America's Common Resources

      By: Karen G. Mills and Chris Rudnicki
      Keywords: Cross-sector Collaboration; The Commons; Cooperation
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      Mills, Karen G., and Chris Rudnicki. "How Companies Can Help Rebuild America's Common Resources." Harvard Business Review (website) (September 21, 2015).
      • Article

      A Real Path to Shared Prosperity in America

      By: Joseph B. Fuller, Karen G. Mills and Jan W. Rivkin
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      Fuller, Joseph B., Karen G. Mills, and Jan W. Rivkin. "A Real Path to Shared Prosperity in America." Politico (September 20, 2015).
      • Article

      Being an Entrepreneur: A Right Only for America's Well-connected?

      By: Karen G. Mills
      Keywords: Entrepreneurship
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      Mills, Karen G. "Being an Entrepreneur: A Right Only for America's Well-connected?" Fortune.com (September 17, 2015).
      • 2015
      • Report

      Growth & Shared Prosperity

      By: Karen G. Mills
      In June 2015, nearly 75 experienced leaders from across business, government, labor, academia, and media gathered at Harvard Business School to discuss a topic of increasing concern in America: How can our nation continue to remain competitive while also providing a... View Details
      Keywords: Shared Prosperity; Wealth
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      Mills, Karen G. "Growth & Shared Prosperity." Report, U.S. Competitiveness Project, Harvard Business School, Boston, MA, September 2015 (With contributions from Joseph B. Fuller and Jan W. Rivkin.)
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