From Frontier Science to Societal Impact: Evaluating the Pathways through Which Emerging Technologies Create Public Value

Stefano Zamagni

From Frontier Science to Societal Impact: Evaluating the Pathways through Which Emerging Technologies Create Public Value

Author(s)	Stefano Zamagni
Country	Italy
Abstract	Frontier science can generate discoveries with the potential to transform healthcare, energy, communication, manufacturing, agriculture, environmental management, and public services. Scientific novelty, however, does not automatically create societal benefit. Public value emerges through a complex translation process involving validation, engineering, infrastructure, regulation, financing, organizational adoption, public legitimacy, equitable access, and long-term institutional capacity. Technologies may deliver commercial returns without addressing important public needs, while technically successful innovations may produce unequal benefits, environmental burdens, or risks that reduce their broader social value. This paper develops a public-value-oriented framework for evaluating the pathways connecting frontier research with societal impact. It draws on an integrative review of responsible innovation, public-value theory, innovation systems, sociotechnical transitions, technology governance, mission-oriented policy, and diffusion research. The review is combined with a transparent conceptual simulation showing a composite public-value index across seven technology-translation stages. The simulated values are illustrative and do not represent an evaluated technology program or observed social outcomes. The analysis identifies six interacting pathways through which emerging technologies may create public value: knowledge creation, problem-oriented direction, responsible design, institutional translation, equitable diffusion, and adaptive governance. It argues that conventional indicators such as patents, publications, venture investment, and market valuation are insufficient for assessing societal impact. Evaluation should also consider health and safety, environmental sustainability, accessibility, distributional equity, democratic legitimacy, institutional resilience, and the avoidance of foreseeable harm. The paper finds that public value usually remains limited during early research and increases only when technological capability is connected to service delivery, infrastructure, user practices, and trusted institutions. It concludes that emerging-technology policy should evaluate translation as a portfolio of technical, social, regulatory, and institutional activities rather than as a linear movement from laboratory invention to market adoption.
Keywords	emerging technologies; innovation governance; mission-oriented innovation; public value; responsible innovation; societal impact; technology assessment; technology translation.
Field	Engineering
Published In	Volume 2, Issue 9, September 2026
Published On	2026-09-05

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From Frontier Science to Societal Impact: Evaluating the Pathways through Which Emerging Technologies Create Public Value

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