I. Introduction
In the midst of a rapidly advancing global technological landscape, scientific and technological innovation has emerged as a crucial factor in national competitiveness. However, innovation is insufficient on its own without effective communication. Traditional evaluation frameworks, like the Global Innovation Index (GII), focus primarily on measurable inputs and outputs, such as R&D spending and patent grants, while neglecting aspects like public engagement, understanding, and participation. Such technocentrism can hinder the relationship between technology and society, highlighting the need for a more comprehensive indicator framework that combine direct innovation metrics with communication capacities to fully evaluate global cities’ science and technology ecosystems.
The construction of a comprehensive Science and Technology Communication Indicator Framework has thus become a pressing necessity in contemporary urban development. Although technological advancement drives economic growth, the ultimate success of urban innovation ecosystems hinges on effective knowledge dissemination and public scientific literacy. Current evaluation frameworks remain inadequate, focusing predominantly on unidirectional information flow while neglecting the critical dimensions of public dialogue and participatory engagement. Therefore, a more robust framework must transcend traditional institutional metrics to encompass civic interface mechanisms and the distribution of epistemic authority.
Science and Technology Studies have progressed beyond the traditional "deficit model," where experts simply transmit knowledge to a passive public, toward a "co-production model" that recognizes the interactive nature of scientific understanding. This evolved framework acknowledges how science and society mutually influence each other through dynamic interactions between government institutions, scientific experts, and citizen participants. Although increased public participation strengthens democratic legitimacy, it introduces challenges in balancing diverse knowledge levels and maintaining efficient decision-making processes. The solution lies in developing an integrated framework that harmonizes official policy mechanisms, expert knowledge translation, and community input, thereby achieving a balance between scientific rigor and meaningful public engagement.
To this end, the current report presents a comprehensive evaluation framework comprising three key dimensions of science communication: institutional capacity, knowledge dissemination effectiveness, and public participation levels. The proposed framework translates theoretical principles into measurable indicators, providing policymakers with actionable metrics for assessment and improvement. Through establishing standardized international benchmarks, this framework aims to strengthen urban innovation ecosystems while promoting social inclusion and enhancing global scientific dialogue. The ultimate objective is to catalyze urban transformation where technological progress and public scientific literacy evolve symbiotically, advancing the vision of “Technology for Good” in service of sustainable and equitable urban development.
II. Construction of the Evaluation Framework
2.1 Three-Dimensional Analytical Framework
Current evaluations of science communication capacity in global cities lacks standardized measurement tools, creating a methodological gap in comparative urban research. This report proposes a tripartite framework analyzing science communication ecosystems through three actor constellations: scientific communities, institutional actors (government/media outlets), and civic participants. In addition, digital connectivity infrastructure functions as an enabling dimension supporting these core actors. Moving beyond technological determinism, the framework prioritizes epistemic influence (“soft power”) over technological innovation’s “hard power” metrics. Table 1 presents the comprehensive evaluation framework for the global cities’ science communication ecosystems discussed herein.
[Table 1. Global Science Communication Cities Index (GSCCI)]
Primary Indicators | Secondary Indicators | Description |
S&T Communication in Scientific Communities | Activity of Scientific Communities | Participation and activity levels of scientific communities in cities |
| Communication Impact of Scientists | Comprehensive communication power and influence of top scientists in cities |
| Urban Sci-Tech Innovation Vitality | Global communication impact of urban sci-tech innovation ecosystems, with sub-indicators: innovation enterprise reputation and sci-tech city rankings |
Institutional-level S&T Communication | S&T Education Capacity in Higher Education | Availability of science communication-related programs in universities |
| Supply Capacity of Science Popularization Facilities | Support for science popularization from social forces in cities, with sub-indicators: funding support and spatial capacity |
| Science Communication Capacity of Mainstream Media | Attention and communication efforts on scientific topics by mainstream media in cities |
Societal-level S&T Communication | Public Participation in Online Discussions | Activeness and influence of public participation in science communication |
| Public Participation in Offline Activities | Public engagement in government-led science activities, with three sub-indicators: library events, science exhibitions, and themed festivals |
| Public Scientific Literacy Level | Citizens' understanding and application capabilities of scientific knowledge in cities |
Digital Connectivity Infrastructure | Mobile & Broadband Upload Speeds | Infrastructure capabilities supporting digital information transmission |
| Mobile & Broadband Download Speeds | Quality of basic network environment for public access to digital information |
2.1.1 Scientist-level Science Communication Capacity
Core indicators include scientific communities’ activity, scientists’ communication impact, and the reputation of urban scientific innovation vitality. These metrics aim to evaluate the engagement of scientific communities, the impact of top scientists, and the perceived dynamism of cities’ scientific ecosystems.
a) Activity of Scientific Communities
This indicator operationalizes the collective agency of STEM communities in knowledge dissemination through bibliometrically validated engagement metrics. The measurement protocol employs Boolean search algorithms within the Web of Science Core Collection (2014-2024), capturing publication outputs through the query: (TI=(“science educat” OR “science communica” OR “science aware”) OR AK=(“science literacy” OR “public understanding of science” OR “science knowledge”))*
b) Scientists’ Communication Impact
This metric operationalizes the translational impact of eminent researchers through bibliometric authority metrics. We employ Clarivate’s Highly Cited Researchers (HCR) registry, identifying scholars within the top 1% of cross-disciplinary citation percentiles in 2024. Urban HCR density serves as the primary indicator, leveraging this globally validated proxy for epistemic influence.
c) Urban Technoscientific Vitality
This composite metric evaluates the perceived epistemic vitality of urban innovation ecosystems through two validated sub-indices:
1) Innovation Prestige Index: Aggregates normalized Google Trends data for Fortune 500 enterprises and CB Insights unicorns headquartered within municipal jurisdictions. These indices constitute globally recognized benchmarks for corporate innovation trajectories and economic scalability.
2) Science City Benchmark: Integrates weighted scores from Nature Index 2023 Global Science Cities (top 200) and WIPO’s Global Innovation Index (GII) clusters (top 100), representing authoritative measures of research output density (articles/1M population) and patent-to-GDP ratios respectively.
2.1.2 Institutional-level Science Communication Capacity
Three constitutive dimensions assess formalized science governance mechanisms:
a) Academic Knowledge Translation Infrastructure
Evaluates tertiary institutions’ science mediation capacity through their hosting of STEM communication forums, filtered via four main universities rankings: QS World University Rankings, the U.S. News, and Academic Ranking of World Universities (ARWU 2024), and Times High Education world-ranking. This quadruple-filter methodology ensures disciplinary representativeness and institutional prestige calibration.
b) Public Science Infrastructure Index
Quantifies municipal commitments to science democratization through:
Fiscal Commitment Ratio: Calculated as the ratio of fiscal allocations (government budgets, philanthropic contributions, etc.) to municipal GDP for flagship science institutions (e.g., Shanghai Science & Technology Museum).
Science Space Density: Mapped via Tripadvisor’s geolocation API, enumerating STEM-dedicated facilities (science museums, planetariums, botanical gardens) while excluding non-STEM cultural institutions.
c) Media Science Agenda-Setting Capacity
The evaluation of mainstream media’s science communication capacity focuses on gauging engagement intensity with scientific discourse and dissemination efficacy across municipal jurisdictions. This metric quantifies science popularization volume through systematic analysis of twenty high-impact STEM keywords curated from authoritative technology forecasting reports published between 2023-2024, including the World Economic Forum’s Top 10 Emerging Technologies 2023, the World Intellectual Property Organization’s Global Innovation Index (GII) 2024, and MIT Technology Review’s 10 Breakthrough Technologies 2024. The protocol aggregates search frequencies for these STEM keywords across primary municipal media digital platforms during a six-month observation window, ensuring temporal alignment with contemporary technological trajectories while preserving institutional validity via multi-source verification.
2.1.3 Societal-level Science Participation
The civic science participation dimension incorporates four constitutive metrics assessing public engagement in technoscientific discourse: digital interaction intensity, physical activity involvement, scientific literacy proxies, and digital infrastructure capacity. These indicators collectively evaluate (1) the vibrancy of online science communication ecosystems across municipal contexts, (2) participatory dynamics in government-led science popularization initiatives, and (3) citizens’ functional understanding of scientific epistemologies.
a) Digital Science Engagement
Digital science engagement is operationalized through multilingual Google search volume analyses, combining municipal toponyms with 20 high-frequency STEM keywords derived from global innovation discourse. This normalized search intensity metric enables cross-jurisdictional comparison of public attention patterns toward emerging technologies, utilizing identical lexicographic parameters to ensure measurement parity.
b) Physical Science Participation
Physical participation metrics adopt a tripartite evaluation protocol:
science-themed programming ratios at municipal flagship libraries (calculated as STEM events/total events over six months),
hybrid participation metrics (physical + virtual attendance) for primary science expositions,
institutional commitment evidenced through dedicated municipal science festivals.
c) Civic Science Literacy
Scientific literacy is evaluated through UNESCO-standardized mean schooling years (Our World in Data), serving as a temporally stable and cross-nationally comparable indicator of baseline science comprehension capacities. While acknowledging the limitation of using correlation between formal education duration and functional scientific literacy, this proxy provides operational utility in the absence of direct measurement instruments.
2.1.4 Digital Connectivity Infrastructure
The digital connectivity infrastructure dimension evaluates cities’ physical hardware and software-based technological capacities that enable digital services. We utilize Speedtest by Ookla global ranking index metrics, analyzing mobile and broadband network performance across four operational parameters: download/upload speeds for both fixed and mobile connectivity modes. These technical specifications collectively map the material infrastructure enabling real-time science communication flows, constituting essential prerequisites for contemporary knowledge dissemination ecosystems.
2.2 Selection Criteria of 40 Cities for analysis
This project established a global evaluation framework for science communication capacity. Forty cities were selected using three primary criteria: economic development level (GDP), population scale, and internationalization metrics, with complementary attention to geographical distribution. GDP functions as the foundational economic threshold, ensuring candidate cities possess adequate fiscal capacity and infrastructure foundations. Population scale prioritizes major urban centers to capitalize on their inherent potential as information dissemination nuclei. Internationalization is measured through global influence across finance, research, and cultural dimensions, incorporating indicatora such as concentration of QS World Top 500 universities and Global Innovation Index (GII) performance to measure global resource integration capabilities. Geographical representation was secured through proportional inclusion across Asia, North America, Europe, South America, Africa, and Oceania. The final cohort comprises 40 international metropolises—including Beijing, Shanghai, New York, London, Paris, etc.—forming a globally representative evaluation network.
2.3 Indicator Weighting Methodology
This report employs an equal weighting methodology across all tertiary-level indicators within the global science communication capacity framework. This approach assigns identical weight coefficients to ensure metric parity while optimizing methodological integrity. First, equal weighting streamlines computational procedures and reduces processing complexity, particularly suitable for integrating multi-source heterogeneous indicators. Second, it mitigates potential cognitive biases inherent in subjective weight allocation by presuming balanced explanatory power across dimensions. Third, the transparency of equal weighting further enhances framework stability and result reproducibility. Where prior knowledge is limited or inter-indicator variability insignificant, equal weighting establishes a baseline of minimal subjectivity for cross-domain comparative studies, thereby ensuring methodological consistency in interdisciplinary assessments.
III. Analysis of Global Cities’ Science Communication Capacity
3.1 Overall Assessment of Global Cities’ Science Communication Capacity
In the context of globalization, science communication capacity has emerged as a critical metric for evaluating urban competitiveness. Using an equal-weighted composite ranking of 40 global cities, New York, London, Boston, San Francisco, and Tokyo occupy the top five positions, demonstrating robust multidimensional capabilities in science communication. These cities exhibit excellence across three core dimensions—scientific community-driven communication, organized (government/media) communication, and public participation—forming synergistic ecosystems of technological knowledge dissemination.
Regionally, North American cities (New York, Boston, San Francisco) and European cities (London, Paris) dominate the upper rankings, reflecting developed economies’ long-standing advantages in science communication infrastructure, research investment, and cultivation of public scientific literacy. Among Asian cities, Tokyo ranks fifth, closely followed by Shanghai (6th) and Beijing (7th), signaling the region’s rapid advancement in science communication. Notably, financial hubs such as Singapore (10th) and Hong Kong (12th) excel in public engagement metrics, leveraging their international connectivity and information flow efficiency.