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PurposeUniversities and government agencies offer academic scientists entrepreneurship training and resources to catalyze their involvement in technology commercialization activity. This study investigates the impact of such training on the entrepreneurial intention and behaviors of graduate students and faculty researchers, focusing on factors that moderate these effects. Design/methodology/approachData were collected through pre-, post- and longitudinal quantitative surveys administered to 3,455 participants in the National Science Foundation I-Corps Teams program in the United States. The analysis involved repeated-measures ANOVA to assess changes in entrepreneurial intention and binary logistic regression to predict entrepreneurial behavior over time. FindingsThe first set of analyses revealed that the impact of entrepreneurial training on intention was moderated by three key factors: (1) professional role (Ph.D. student or faculty member), (2) prior entrepreneurial experience, and (3) the perceived potential of a specific technology commercialization project. Longitudinal analyses revealed that perceived project potential, followed by prior entrepreneurial experience, were the strongest moderators affecting the strength of the relationship between entrepreneurial intention and actual entrepreneurial behavior. Originality/valueAt a theoretical level, this study advances our understanding of the intention–behavior gap in academic entrepreneurship by identifying key moderating factors – professional role, prior entrepreneurial experience and project potential – that influence how intentions translate into actions. At an applied level, it explores how immersive programs such as I-Corps influence academic scientist engagement in startup activities at research universities.more » « lessFree, publicly-accessible full text available December 15, 2026
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PurposeThis study examined differences related to gender and racial/ethnic identity among academic researchers participating in the National Science Foundation’s “Innovation-Corps” (NSF I-Corps) entrepreneurship training program. Drawing from prior research in the fields of technology entrepreneurship and science, technology, engineering and mathematics (STEM) education, this study addresses the goal of broadening participation in academic entrepreneurship. Design/methodology/approachUsing ANOVA and MANOVA analyses, we tested for differences by gender and minoritized racial/ethnic identity for four variables considered pertinent to successful program outcomes: (1) prior entrepreneurial experience, (2) perceptions of instructional climate, (3) quality of project team interactions and (4) future entrepreneurial intention. The sample includes faculty (n = 434) and graduate students (n = 406) who completed pre- and post-course surveys related to a seven-week nationwide training program. FindingsThe findings show that group differences based on minoritized racial/ethnic identity compared with majority group identity were largely not evident. Previous research findings were replicated for only one variable, indicating that women report lower amounts of total prior entrepreneurial experience than men, but no gender differences were found for other study variables. Originality/valueOur analyses respond to repeated calls for research in the fields of entrepreneurship and STEM education to simultaneously examine intersecting minoritized and/or under-represented social identities to inform recruitment and retention efforts. The unique and large I-Corps national dataset offered the statistical power to quantitatively test for differences between identity groups. We discuss the implications of the inconsistencies in our analyses with prior findings, such as the need to consider selection bias.more » « less
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Free, publicly-accessible full text available June 1, 2026
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Free, publicly-accessible full text available June 1, 2026
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The National Science Foundation’s (NSF) Innovation Corps (I-Corps) Program was created to stimulate innovation and benefit society by training academic entrepreneurs to participate in technology commercialization and entrepreneurship. Defining outcomes and measuring the impact of a national initiative such as I-Corps is complex for many methodological and practical reasons. This study describes the I-Corps program structure and highlights the role that regional entities play in training and evaluation activities. Interviews with Node administrators highlight the diversity of approaches to evaluation activities and the existence of key evaluation challenges. They also offer insights into how these challenges could be overcome with more support and coordination nationally and across regional ecosystems.more » « less
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Broadening participation in entrepreneurship is an important topic and critical challenge that continues to gain attention and intervention programs within the STEM entrepreneurial ecosystem. However, the challenges of people of color in STEM entrepreneurship are amplified in technology intensive and the high-growth space of STEM innovation. Researchers, practitioners, academic scholars, and policy-makers have focused on training entrepreneurs of color in an inclusive way that considers both similarities and the uniqueness of the individuals that may be interested in a career as an entrepreneur. The National Science Foundation I-Corps is one such training program. Established in 2012, the I-Corps program brings NSF-funded researchers and industry expert together in an entrepreneurship and innovation training course. The expectation is that the training will lead to a growth in the translation of “deep tech” and in the creation of entrepreneurial ventures. The I-Corps program consists of both regional training as well as a national training program. Participation in the national program requires the formation of a team that consists of a Technical Lead, Entrepreneurial Lead, and a Business Mentor. Under-represented Groups (URGs) and women participation in I-Corps has been relatively low since inception. In this paper, we use survey data to explore the relationship amongst the differing roles and their perception as a participant in the national I-Corps training program. We consider demographics and gender identity to explore the experiences of the National I-Corps program participants. Additionally, we explore the impact of the engagement of the I-Corps staff with the participants and the perception of inclusivity and biasness within the training program.more » « less
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