How to make sense of generative AI as a science communication researcher? A conceptual framework in the context of critical engagement with scientific information

Authors :

A guiding theory for a continuous and cohesive discussion regarding generative artificial intelligence (GenAI) in science communication is still unavailable. Here, we propose a framework for characterizing, evaluating, and comparing AI-based information technologies in the context of critical engagement with scientific information in online environments.

Hierarchically constructed, the framework observes technological properties, user experience, content presentation, and the context in which the technology is being used. Understandable and applicable for non-experts in AI systems, the framework affords a holistic yet practical assessment of various AI-based information technologies, providing both a reflection aid and a conceptual baseline for scholarly references.

URL : How to make sense of generative AI as a science communication researcher? A conceptual framework in the context of critical engagement with scientific information

DOI : https://doi.org/10.22323/2.23060205

Evaluations in science communication. Current state and future directions

Authors :

Evaluations are becoming more important in science communication. But both science communication practitioners and researchers are not sufficiently utilizing the potential of evaluations yet. In this essay, we first define four requirements for rigorous evaluations of science communication activities and projects.

To substantiate our argument, we take stock of the scientific literature, uncover deficiencies in current evaluation practices and identify potential causes. We conclude with laying out how different actors in the field — including science communication practitioners, professional associations, scientific institutions and funding bodies as well as researchers — can contribute to advancing evaluation practices in science communication as well as research on it.

URL : Evaluations in science communication. Current state and future directions

DOI : https://doi.org/10.22323/2.23060401

Collaborative design to bridge theory and practice in science communication

Authors :

The science communication field strives to connect theory and practice. This essay delves into the potential of collaborative design to bridge this gap. Collaborative design in science communication can involve scientists, science communication researchers, designers, and other stakeholders in developing new science communication solutions.

By incorporating diverse perspectives and expertise, it can help create more effective and evidence-based communication strategies that cater to the needs of audiences. To integrate these demands, a structured approach is necessary. This paper discusses two established frameworks, Design-Based Research and Design Thinking, and applies practical insights to envision the impact of collaborative design on the future of science communication.

URL : Collaborative design to bridge theory and practice in science communication

DOI : https://doi.org/10.22323/2.23020401

Societal and scientific impact of policy research: A large-scale empirical study of some explanatory factors using Altmetric and Overton

Authors: Pablo Dorta-González, Alejandro Rodríguez-Caro, María Isabel Dorta-González

This study investigates how scientific research influences policymaking by analyzing citations of research articles in policy documents (policy impact) for nearly 125,000 articles across 434 public policy journals. We reveal distinct citation patterns between policymakers and other stakeholders like researchers, journalists, and the public.

News and blog mentions, social media engagement, and open access publications (excluding fully open access) significantly increase the likelihood of a research article being cited in policy documents. Conversely, articles locked behind paywalls and those published under the full open access model (based on Altmetric data) have a lower chance of being policy-cited. Publication year and policy type show no significant influence. Our findings emphasize the crucial role of science communication channels like news media and social media in bridging the gap between research and policy.

Interestingly, academic citations hold a weaker influence on policy citations compared to news mentions, suggesting a potential disconnect between how researchers reference research and how policymakers utilize it. This highlights the need for improved communication strategies to ensure research informs policy decisions more effectively.

This study provides valuable insights for researchers, policymakers, and science communicators. Researchers can tailor their dissemination efforts to reach policymakers through media channels. Policymakers can leverage these findings to identify research with higher policy relevance. Science communicators can play a critical role in translating research for policymakers and fostering dialogue between the scientific and policymaking communities.

Arxiv : https://arxiv.org/abs/2403.06714

Science communication objectives and actual practices of science news websites as a showcase for gaps between theory and practice

Authors : Ifat Zimmerman, Ayelet Baram-Tsabari, Tali Tal

This study contributes to the growing body of science communication research showing gaps between theory and practice objectives, focusing on one particular understudied and emerging science communication innovation.The objectives and practices of four Israeli science news websites were analyzed considering three science communication models: “Dissemination”, “Dialogue”, and “Participation.”

Using concurrent parallel mixed methods, we examined the perspectives of website administrators (n=8) and readers (n=20) through interviews, a content analysis of news items (n=298), discussion threads (n=507), and reader questionnaires (n=89). Findings indicate limited adoption of two-way communication about how science is applied in society. The scant implementation of the dialogue model suggests its promises are not concretized in practice on these science news websites.

URL : Science communication objectives and actual practices of science news websites as a showcase for gaps between theory and practice

DOI : https://doi.org/10.22323/2.23010205

The value of public science events: insights from three years of communicating climate change research

Authors :

Public science events are valued primarily as sites of individual learning. We explored the individual and collective value of university-based science events discussing climate change and motivations to attend.

While events were most commonly valued as opportunities for learning, their social context created collective value associated with the physical gathering of like-minded people. Participants despairing at inaction on climate change were given agency through learning, participation, interpersonal discussions and normalising new behaviours.

Post-event interpersonal discussions increase the reach of events beyond “the choir”. These discussions increase the diversity of messengers, creating opportunities for new framings and understandings of climate change.

URL : The value of public science events: insights from three years of communicating climate change research

DOI : https://doi.org/10.22323/2.22050805

Ups and downs on “r/science” — exploring the dynamics of science communication on Reddit

Authors : Jonas Kaiser, Birte Fähnrich, Laura Heintz

This exploratory study analyzed user-generated science communication on Reddit from May 2007 to October 2018 (n = 694.147 posts). We used automated content analyses and topic modelling to explore patterns that the user-generated communication exhibits.

Results indicate that science communication on r/science refers to a broad range of different topics and disciplines. Specific upvote features of Reddit result in increased attention to sources and topics.

Especially, social media sources and content that is self-referential to Reddit lead to high controversy in discussions.

URL : Ups and downs on “r/science” — exploring the dynamics of science communication on Reddit

DOI : https://doi.org/10.22323/2.22020208