Publications

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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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

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

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

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August 1977 (Revised April 1987)
Case

Crown Cork & Seal Co., Inc.

By: Richard G. Hamermesh, Karen Gordon Mills and John P. Reed

Describes the technical, economic, and competitive trends in the metal container industry. The strategy of Crown Cork and Seal is then described in relation to these trends. Focuses on two immediate threats to Crown's strategy: the future of aerosol cans, given the... View Details

Keywords: Business Strategy; Industry Structures; Environmental Sustainability; Trends; Manufacturing Industry

22 Jan 2019
First Look

New Research and Ideas, January 22, 2019

experimentation that is required for the initial commercialization and diffusion of technologies. A New Categorization of the U.S. Economy: The Role of Supply Chain Industries in Innovation and Economic Performance By: Delgado, Mercedes, and View Details

Keywords: Dina Gerdeman

2014
Working Paper

The State of Small Business Lending: Credit Access During the Recovery and How Technology May Change the Game

By: Karen G. Mills and Brayden McCarthy

Small businesses are core to America's economic competitiveness. Not only do they employ half of the nation's private sector workforce—about 120 million people—but since 1995 they have created approximately two-thirds of the net new jobs in our country. Yet in recent... View Details

Keywords: Small Business; Financing and Loans; United States

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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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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