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: Website diversity shown to attract more prospective entrepreneurs

A recent research study suggests that diverse identity representation of website spokespeople increases the likelihood of attracting a higher proportion of prospective entrepreneurs.

Rosanna Garcia and Daniel Baack, researchers at Worcester Polytechnic Institute and the University of Denver respectively, explore whether the demographic of spokespeople featured on websites had an impact on the entrepreneurial intention of individuals of various identities. Their article, Entrepreneurial Intent Is Not Black or White: An Intersectional Perspective, sampled 562 students across five American universities to gain insight into this issue. The goal of the study was to isolate and cross-examine individual and compounded impacts of race and gender in both the website spokesperson and student respondent in order to identify ways to encourage more diverse entrepreneurial involvement in university settings.

Recent Research: VDOs should pick investment partners with exit-tinted glasses

Forthcoming research suggests venture development organizations, that is, those publicly-supported nonprofits that combine risk financing with expert technical assistance to grow local innovation-based startups, should give careful consideration to the exit histories of the venture capitalists they partner with to move the VDO’s portfolio firms through seed and series A investment rounds. Who those VCs know and have worked with to achieve successful exits previously through acquisitions or IPOs, in many cases, may be more important than the VC firms’ zip codes or assets under management.

The path to a successful exit for each high-growth startup will vary; for example, exiting from the startup phase may take many forms, including staying an independent private company, becoming a publicly traded business through an IPO, or being acquired by a larger firm. The last two paths in that list are the most common for equity-financed innovation startups, with acquisitions being the much more prevalent of the two. 

Recent Research: Examining effective policies to support high-risk/high-reward research

High-risk/high-reward research can yield breakthroughs, produce new technologies, and allow the surrounding region to remain economically relevant. However, the scientific community remains concerned that research and development-focused policies, both in the U.S. and elsewhere, continue to be conservative with their goals by only encouraging incremental growth that can yield tangible results in shorter amounts of time. These concerns, and potential policy solutions, are explored in a recently published research paper by the Organization for Economic Cooperation and Development (OECD). Effective Policies to Foster High Risk/High Reward Research, authored by an international group selected by the Global Science Forum, examines the current policy environment, notes the roadblocks to supporting high-risk/high-reward research, and investigates what can be done to provide long term support for high-risk/high-reward projects.

Recent Research: Region’s personality makeup helps shape entrepreneurial behaviors

Building on top of the notion that diversity of industry is central to a region’s entrepreneurial success, recent research has noted that the personalities of people living throughout a region also play an important role in local knowledge spillover and the economic diversity of the area. The report, Entrepreneurship in Cities by Sam Tavassoli, Martin Obschonka, and David B. Audretsch, examines the relationship between a city’s entrepreneurial success and its ability to provide a favorable and connected environment for its residents through urban density and local psychological openness.

Recent Research: Researchers find investment tax credits drive out successful investors

The Achilles Heel of Reputable VCs,” a recent paper by Nuri Ersahin et al., finds that the most successful venture capital (VC) funds make fewer and smaller investments in states after investment tax credits go into effect. These VCs also co-invest with fewer firms, are less likely to invest in “serial” entrepreneurs and experience fewer positive exits after the introduction of the tax credit.

The paper specifically speaks to the investment activity of VC firms that have previously garnered the top one-third of initial public offering (IPO) shares, which the authors call “reputable VCs.” The authors examine this group because they recognize that many investment tax credit studies have found marginal overall effects on investment activity and are attempting to build on this research. The contribution of this paper is showing that, within static topline numbers, the credits are trading activity from successful VCs for activity from new or previously-unsuccessful investors.

Recent Research: NBER working paper finds discovery team more important to successful commercialization than financial environment

Having interdisciplinary teams of scientists and relationships with “star” entrepreneurs are factors that can influence the chances for academic discoveries to reach the commercialization stage. While proximity to capital has traditionally been viewed as the core stimulus for academic commercialization, a recently released working paper by the National Bureau of Economic Research reexamines the variables that play a role in the commercialization of academic sciences, and provides new insight into the importance of team composition throughout the commercialization process.

In their approach, authors Matt Marx and David H. Hsu control for “latent commercializability” and technology differences to provide a more level field for analyzing the roles of variables such as munificent financial environments and team composition. By studying over 20,000 ‘twin’ discoveries, pairs of academic research that resulted in similar findings, the authors were able to explore what variables led to successful commercialization while balancing out the influence of the latent commercializability of the research.

Recent Research: Automation not resulting in greater job loss at the country level

Discussions surrounding automation’s power and the effect it could have on jobs have only increased over time. The current pandemic adds to the debate of whether automation and robotics, which are unaffected by viruses and have the potential for cost savings, could offer a safer bet for industries than human labor. Such are the debates the authors of a new working paper considered in their research examining jobs that were identified in the past as being at risk of elimination through automation. While building on previous studies from the Organisation for Economic Cooperation and Development (OECD) of the impact of automation on jobs, OECD authors Alexandre Georgieff and Anna Milanez seek to expand that knowledge to a cross-country context and the paper claims to be the first to evaluate employment outcomes using the task-based measure of automation risk developed by the OECD. The researchers found no support for net job destruction at the broad country level.

Recent Research: Innovation vouchers found to increase SME patenting, other positive impacts

A working paper from the Innovation Growth Lab (IGL) series featuring researchers from the Max Planck Institute for Innovation and Competition provides causal evidence on the effectiveness of innovation vouchers and adds to the argument for implementing small-scale government funding mechanisms like innovation vouchers. Innovation vouchers are designed to link small and medium-sized enterprises (SMEs) with external knowledge resources to promote small-scale innovations.

Recent Research: Balancing the returns from basic research

A recent study exploring the science underlying all 356 pharmaceutical drugs approved by the Center for Drug Evaluation and Research since 2010, found each drug is based on life science investments the public sector has made through the National Institutes of Health (NIH). In addition, $230 billion, nearly 40 percent of the $586 billion the federal government has put into NIH over the past decade, can be tied to the development and success of those pharmaceuticals, contend the authors of Government as the First Investor in Biopharmaceutical Innovation: Evidence from New Drug Approvals 2010-2019. Not challenging the tremendously important role the federal government plays in life science R&D, the Bentley University researchers instead wonder if current technology transfer mechanisms enabled by the Bayh-Dole Act allow for an appropriate balance in capturing the financial returns from those investments.

Recent Research: Growing ownership concentration in the pharmaceutical industry

The early days of vaccinating against the coronavirus might not be the most receptive time to raise issues of antitrust in the U.S. pharmaceutical industry, but a November 2020 Barcelona GSW Working Paper raises several concerns about the degree and effect of common ownership within big pharma. Does this explain the resistance of drug prices to fall? Should Congress take on the likes of brand firms Johnson & Johnson, Merck and Pfizer, in addition to already challenging the tech giants, in 2021?

European scholars Albert Banal-Estanol, Melissa Newham and Jo Seldeslachts found the common ownership linkages between the three largest U.S. pharmaceutical companies mentioned above, already dense at the beginning stage of their research in 2004, increased sharply in density by 2014. Generic firms, in contrast, maintained sparse ownership linkages throughout the study period.

Recent Research: The end of industry disruption?

Disruptive technology, or innovations that radically alter the way consumers, industry, or businesses operate, have long been thought to be the primary way emerging small firms can leapfrog competition and compete against large industry titans. Through innovations such as internal IT systems or logistical improvements, small firms can acquire a decisive competitive advantage over their rivals. Or so the traditional theory holds. In a new paper out of Boston University School of Law, Bessen et al. argue that the way we think about industry disruption and displacement may no longer be an accurate assessment of what is truly going on with significant changes since 2000. Unknown policy implications from their findings relate to possible long-term impacts on regional innovation strategies and American competitiveness.

Recent Research: Exploring the role of social mobility in the rise of populism

In a recently revised working paper from the Center for International Development at Harvard University, the contemporary rise of populism is explained in a new light, that of unfair economic outcomes, often in the form of low social mobility. In his paper Social Mobility Explains Populism, Not Inequality or Culture, Harvard Growth Lab’s Eric S. M. Protzer explores the close correlation between areas of low social mobility and those that have experienced a rise in populist thinking.

Noting that “the realities of populist movements are threatening long-standing democratic institutions and practices,” Protzer points to Hungary and Turkey as examples of countries that have descended into authoritarianism after electing populists early on. He suggests that populism be confronted to ward off similar trajectories in other nations, and that to do so its roots must be understood.