At SSTI, we believe that sound policy and effective programs depend on a clear understanding of what works and why. Our Recent Research articles distill new academic studies, evaluations, and data analyses that shed light on the forces shaping technology-based economic development. By translating complex findings into accessible insights, we help practitioners, policymakers, and partners apply the latest evidence to strengthen their own innovation, entrepreneurship, and workforce strategies.

For more than two decades, SSTI has regularly featured Recent Research in the SSTI Digest to connect regional innovation practitioners to empirical research that otherwise remains sequestered in the academic community. This archive offers readers a curated record of how the field has evolved, capturing trends in R&D investment, commercialization, innovation finance, ecosystem support, and more. Whether you’re seeking fresh ideas or historical context, this collection highlights the growing body of evidence supporting stronger innovation economies.

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Recent Research: Cross-industry knowledge flows support high-tech entrepreneurship

New research confirms what TBED practitioners already understand: there’s no single formula for building successful innovation-driven systems. That’s one of the reasons SSTI advises policy makers to focus on the strengths and needs of your region’s innovation system rather than how much your neighbors are spending. The study’s findings about the role of knowledge spillovers, however, offer useful insight into the characteristics that matter most for improving outcomes in your region.  

Recent Research: AI-exposed occupations and the changing job market for college graduates

The breakthrough launch of ChatGPT in November 2022 sparked widespread questions about artificial intelligence and the future of work. How would generative AI reshape jobs and industries? Would certain roles become obsolete? How should education and training programs prepare workers for an AI-integrated workplace? To understand AI’s actual labor market impact, researchers examined unemployment patterns and hiring trends in AI-exposed occupations between 2022 and 2024 in a new study. Their findings suggest that labor market shifts in those fields began earlier than ChatGPT’s high-profile arrival might suggest. 

As part of their analysis, the researchers classified computer and math occupations as most exposed to potential AI automation. Drawing from the Bureau of Labor Statistics’ O*NET database, they measured exposure based on tasks like writing, coding, and information synthesis that generative AI tools could theoretically assist with or perform. Construction, food service, and transportation were rated as the least exposed under this framework.

Recent Research: Is innovation district success the enemy of resilience?

Innovation districts have become a central tool in contemporary economic development, promoted for their ability to revitalize underused urban areas, attract high-growth firms, and strengthen regional competitiveness. Influenced by early work from Bruce Katz and colleagues at the Brookings Institution, many districts were intentionally located in formerly industrial or disinvested neighborhoods and initially delivered clear economic gains.

Recent Research: How can states ensure effectiveness of R&D incentives?

State R&D incentive programs such as tax credits are widely used to stimulate innovation, attract investment, and support long-term economic growth. But how do we know which programs truly increase R&D activity rather than simply subsidizing what companies would have done anyway? A recent article by Elizabeth Gray and Alison Wakefield of The Pew Charitable Trusts discusses the role that rigorous evaluation plays in assessing program performance, refining incentive design, and informing better policy decisions.

Times Higher Education finds interdisciplinary research drives university innovation

Serious birdwatchers know one finds the most variety in species where habitats collide, on the edges of domains. This also holds true for innovation, discovery, and scientific disciplines. Recent research shows that institutions that support interdisciplinary teams with strategic investments, institutional alignment, and collaborative ecosystems are more likely to create innovations that lead to patents, products, and companies. 

Recent Research: Do mergers and acquisitions spur more or less innovation?

With fewer than 1,000 Initial Public Offerings in any year, the most common exit strategy for investors in early-stage innovation firms is to find an acquisition opportunity. For the broader economic goal of encouraging innovation because it drives growth and societal progress, when large firms acquire smaller, innovative companies, does it promote innovation, or does it primarily help dominant players thwart possible competition and consolidate market power? This is the central question of a recent research paper by Maria Martinez Cillero, Lorenzo Napolitano, Francesco Rentocchini, Cecilia Seri, and Elena Zaurino published by the European Commission's Joint Research Centre. The paper, M&As, Innovation and Superstar Firms, addresses the rise in market concentration and the dominance of superstar firms globally. This trend has sparked concerns over a resulting decline in competition and innovation.

Recent Research: Adapting tech transfer for the 21st Century

In the last twenty years, there has been a critical shift in the technology transfer landscape that calls for a fundamental overhaul of university Technology Transfer Offices (TTOs) from focusing on passive IP management to active startup development, according to a recent SSRN article.

Recent research: Some tech clusters are better than others for encouraging innovation

Innovation spreads, but how far can it reach? A new study finds that firms operating in multiple tech clusters act as conduits, transmitting knowledge and boosting productivity across distant locations. However, certain types of firms are better at it—and benefit more readily—than others. This insight, from a recent National Bureau of Economic Research (NBER) working paper, “Innovation Spillovers across U.S. Tech Clusters,” challenges our understanding of how innovation benefits spread geographically.

Recent Research: Examining how student debt affects mobility

A recent Federal Reserve Bank of Kansas City working paper explores the relationship between inter-state mobility, earnings gains, and initial wealth of young college graduates over time, highlighting the impact of debt. The paper Should I Stay or Should I Go? Inter-state Mobility and Earnings Gains of Young College Graduates by Andrew Glover and José Mustre-del-Río proposes a model to explain the decline in mobility.

Looking at historical trends, the authors find that in the late 1990s, nearly 7% of young college graduates moved across state lines annually, experiencing a 30% increase in earnings three years post-move. By the mid-2010s, mobility dropped to 4.2%, while earnings gains became more front-loaded but smaller. At the same time, debt increased among young college graduates (see the recent SSTI article, Addressing Ballooning Student Debt).

Recent Research: New insights into immigrant entrepreneurship

A recent National Bureau of Economic Research (NBER) working paper, Immigrant Entrepreneurship: New Estimates and a Research Agenda provides fresh insights into the growth and characteristics of immigrant-founded firms across the United States. The study also outlines directions for future research in this field.

Key findings from the authors’ statistical analysis include:

Recent Research: Predicting the commercial potential of science

Traditionally, a scientific discovery's commercial potential is gauged after significant R&D. However, a recent paper by Duke University researchers Roger Masclans-Armengol, Sharique Hasan, and Wesley M. Cohen (2024) proposes a new method for assessing the commercial potential of scientific research before it's fully developed. Using a large language model to analyze scientific findings, the researchers predicted the likelihood that a discovery will lead to marketable products or processes.

Recent Research: Paper challenges value of impact VC investors

A working paper by a team of Harvard-affiliated researchers presents challenging findings for growth equity impact investors. Given the potential alignment between this sector of the market and publicly funded capital access programs (including many venture development organizations and the State Small Business Credit Initiative), this research may find its way into public policy debates. The paper, which has not yet been published in an academic journal, also contains several shortcomings in its approach that should caution any stakeholders from acting on its findings alone.