Pub Date : 2026-01-26DOI: 10.1177/09636625251412716
Yi Liao
This scoping review examines how uncertainty has been measured in science communication research, analyzing 58 studies published between 1976 and 2024. The review identified 68 uncertainty measures, categorized into three main types: (1) trait uncertainty, (2) state uncertainty, and (3) uncertainty discrepancy. While most measures demonstrated good internal reliability, evidence for the validity of scales was limited, particularly for newly developed scales. The analysis reveals significant fragmentation in measurement approaches and a concerning reliance on single-item and unidimensional measures given the complexity of the construct. Science communication research would benefit from more rigorous scale development, standardized measurement approaches, and cross-cultural validation of uncertainty scales.
{"title":"The measurement of uncertainty in science communication: A scoping review.","authors":"Yi Liao","doi":"10.1177/09636625251412716","DOIUrl":"https://doi.org/10.1177/09636625251412716","url":null,"abstract":"<p><p>This scoping review examines how uncertainty has been measured in science communication research, analyzing 58 studies published between 1976 and 2024. The review identified 68 uncertainty measures, categorized into three main types: (1) trait uncertainty, (2) state uncertainty, and (3) uncertainty discrepancy. While most measures demonstrated good internal reliability, evidence for the validity of scales was limited, particularly for newly developed scales. The analysis reveals significant fragmentation in measurement approaches and a concerning reliance on single-item and unidimensional measures given the complexity of the construct. Science communication research would benefit from more rigorous scale development, standardized measurement approaches, and cross-cultural validation of uncertainty scales.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"9636625251412716"},"PeriodicalIF":3.3,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146054085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-26DOI: 10.1177/09636625251410468
Barbara Heinisch, Florian Heigl, Daniel Dörler
Despite the growing interest in citizen science, many projects continue to operate in isolation. This study explores the current state and potential for cooperation among citizen science projects in Austria by analyzing the extent, reasons and obstacles for cooperation. Through a questionnaire distributed to 121 projects listed on the Austrian citizen science platform Österreich forscht, 50 projects were examined. The analysis found that interactions between these projects are limited, with most cooperation focusing on sharing experiences. The primary motivation for (future) cooperation is achieving common goals, while the main obstacle to cooperating with other citizen science projects is a lack of capacity and resources. The role of the citizen science platform for increasing cooperation ranges from networking (events) to highlighting long-term projects that have the necessary infrastructure for cooperation. Future research could expand to projects outside the platform and examine the characteristics of collaborators.
{"title":"The untapped potential of inter-project cooperation of citizen science projects in Austria.","authors":"Barbara Heinisch, Florian Heigl, Daniel Dörler","doi":"10.1177/09636625251410468","DOIUrl":"https://doi.org/10.1177/09636625251410468","url":null,"abstract":"<p><p>Despite the growing interest in citizen science, many projects continue to operate in isolation. This study explores the current state and potential for cooperation among citizen science projects in Austria by analyzing the extent, reasons and obstacles for cooperation. Through a questionnaire distributed to 121 projects listed on the Austrian citizen science platform <i>Österreich forscht</i>, 50 projects were examined. The analysis found that interactions between these projects are limited, with most cooperation focusing on sharing experiences. The primary motivation for (future) cooperation is achieving common goals, while the main obstacle to cooperating with other citizen science projects is a lack of capacity and resources. The role of the citizen science platform for increasing cooperation ranges from networking (events) to highlighting long-term projects that have the necessary infrastructure for cooperation. Future research could expand to projects outside the platform and examine the characteristics of collaborators.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"9636625251410468"},"PeriodicalIF":3.3,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146054147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-06-29DOI: 10.1177/09636625251343510
Ming Bryan Wang, Heather Akin
While much research has revealed the prevalence of climate change misinformation on social media, there is no conclusive evidence about its impact on cultivating public misperceptions. Even less work has been done to examine how social media use may condition the relationships between cognitive orientations, such as epistemic and science populism beliefs, and climate change misperceptions. This study fills this gap by analyzing data from a national representative survey of 1405 US adults. Results confirmed the relationships between cognitive orientations and climate change misperceptions. While neither mainstream nor alternative social media use had a direct impact, both types of social media use conditioned the relationships between cognitive orientations and climate change misperceptions. This study's findings suggest that social media use's adverse impact on climate change misperceptions may have been overstated.
{"title":"Effects of epistemic beliefs, science populism, and social media use on climate change misperceptions.","authors":"Ming Bryan Wang, Heather Akin","doi":"10.1177/09636625251343510","DOIUrl":"10.1177/09636625251343510","url":null,"abstract":"<p><p>While much research has revealed the prevalence of climate change misinformation on social media, there is no conclusive evidence about its impact on cultivating public misperceptions. Even less work has been done to examine how social media use may condition the relationships between cognitive orientations, such as epistemic and science populism beliefs, and climate change misperceptions. This study fills this gap by analyzing data from a national representative survey of 1405 US adults. Results confirmed the relationships between cognitive orientations and climate change misperceptions. While neither mainstream nor alternative social media use had a direct impact, both types of social media use conditioned the relationships between cognitive orientations and climate change misperceptions. This study's findings suggest that social media use's adverse impact on climate change misperceptions may have been overstated.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"24-43"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-07-13DOI: 10.1177/09636625251351575
Tenzin Tamang, Ruilin Zheng
Large language models (LLMs) have emerged as a novel form of media, capable of generating human-like text and facilitating interactive communications. However, these systems are subject to concerns regarding inherent biases, as their training on vast text corpora may encode and amplify societal biases. This study investigates overestimation bias in LLM-generated climate assessments, wherein the impacts of climate change are exaggerated relative to expert consensus. Through non-parametric statistical methods, the study compares expert ratings from the Intergovernmental Panel on Climate Change 2023 Synthesis Report with responses from GPT-family LLMs. Results indicate that LLMs systematically overestimate climate change impacts, and that this bias is more pronounced when the models are prompted in the role of a climate scientist. These findings underscore the critical need to align LLM-generated climate assessments with expert consensus to prevent misperception and foster informed public discourse.
{"title":"When AI sees hotter: Overestimation bias in large language model climate assessments.","authors":"Tenzin Tamang, Ruilin Zheng","doi":"10.1177/09636625251351575","DOIUrl":"10.1177/09636625251351575","url":null,"abstract":"<p><p>Large language models (LLMs) have emerged as a novel form of media, capable of generating human-like text and facilitating interactive communications. However, these systems are subject to concerns regarding inherent biases, as their training on vast text corpora may encode and amplify societal biases. This study investigates overestimation bias in LLM-generated climate assessments, wherein the impacts of climate change are exaggerated relative to expert consensus. Through non-parametric statistical methods, the study compares expert ratings from the Intergovernmental Panel on Climate Change 2023 Synthesis Report with responses from GPT-family LLMs. Results indicate that LLMs systematically overestimate climate change impacts, and that this bias is more pronounced when the models are prompted in the role of a climate scientist. These findings underscore the critical need to align LLM-generated climate assessments with expert consensus to prevent misperception and foster informed public discourse.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"82-99"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144620888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-06-29DOI: 10.1177/09636625251347063
Gabriel V Lévesque
Recent research examines how the transformational experience of the COVID-19 pandemic reshapes trust in science, expertise and public institutions in its aftermath. This article extends this scholarship by asking how the transformation of societal norms about expertise induced by the pandemic experience shapes social movements that contest state expertise. Using interview data with participants from an ongoing environmental health mobilization in Rouyn-Noranda (Quebec, Canada), this article highlights how participants negotiate their precarious status as challengers of expertise in a post-COVID world. First, I examine the direct and indirect evidence of politicized expertise that participants draw on to motivate their distrust. Second, I show how participants negotiate the boundary between claims of COVID-related groups labeled as conspiracist and their own. Overall, this article contributes to better understanding how mobilized citizens navigate changing norms around trust in science.
{"title":"Contesting state expertise after COVID-19.","authors":"Gabriel V Lévesque","doi":"10.1177/09636625251347063","DOIUrl":"10.1177/09636625251347063","url":null,"abstract":"<p><p>Recent research examines how the transformational experience of the COVID-19 pandemic reshapes trust in science, expertise and public institutions in its aftermath. This article extends this scholarship by asking how the transformation of societal norms about expertise induced by the pandemic experience shapes social movements that contest state expertise. Using interview data with participants from an ongoing environmental health mobilization in Rouyn-Noranda (Quebec, Canada), this article highlights how participants negotiate their precarious status as challengers of expertise in a post-COVID world. First, I examine the direct and indirect evidence of politicized expertise that participants draw on to motivate their distrust. Second, I show how participants negotiate the boundary between claims of COVID-related groups labeled as conspiracist and their own. Overall, this article contributes to better understanding how mobilized citizens navigate changing norms around trust in science.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"44-62"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12741169/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-08-23DOI: 10.1177/09636625251350573
Lauren M Lambert
Scholars have increasingly turned to empathy to increase the effectiveness of participatory deliberations among individuals with diverse interests and values. However, because empathy is traditionally focused on in-group relations, deliberations in increasingly polarized contexts would benefit from ways to bridge across social groups. To address this, we apply the construct of social empathy. Our study explores social empathy through participatory technology assessment forums and asks: how do we incorporate, measure, and understand social empathy in public deliberations on human genome editing technology? The analysis reveals that by considering social empathy, participatory deliberation forum designers can use "persona" character cards and other forum infrastructure to increase the effectiveness of deliberation across social groups among individuals with diverse interests and values. For future deliberations seeking to cultivate social learning, social empathy-when designed for, integrated in, and measured through deliberations-presents an important mechanism for attention.
{"title":"Social empathy in public deliberation.","authors":"Lauren M Lambert","doi":"10.1177/09636625251350573","DOIUrl":"10.1177/09636625251350573","url":null,"abstract":"<p><p>Scholars have increasingly turned to empathy to increase the effectiveness of participatory deliberations among individuals with diverse interests and values. However, because empathy is traditionally focused on in-group relations, deliberations in increasingly polarized contexts would benefit from ways to bridge across social groups. To address this, we apply the construct of <i>social</i> empathy. Our study explores social empathy through participatory technology assessment forums and asks: how do we incorporate, measure, and understand social empathy in public deliberations on human genome editing technology? The analysis reveals that by considering social empathy, participatory deliberation forum designers can use \"persona\" character cards and other forum infrastructure to increase the effectiveness of deliberation across social groups among individuals with diverse interests and values. For future deliberations seeking to cultivate social learning, social empathy-when designed for, integrated in, and measured through deliberations-presents an important mechanism for attention.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"63-81"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144974421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-09-12DOI: 10.1177/09636625251359544
Rachele E Willard, Marilyn S Baffoe-Bonnie, Hasmin C Ramirez, Vence L Bonham
Promising results reported in genetic therapy clinical trials and recent US Food and Drug Administration approvals have attracted media attention. This critical content analysis examines themes and narrative framings present in feature articles published in US news media sources following patients involved in first-in-human clinical trials of genetic therapies. Articles were collected through focused searches across US news websites and LexisNexis databases in the period from 01 January 2017 to 06 April 2022. Forty-three articles met inclusion criteria (n = 13 from database searches, n = 30 from external searches). Articles were diverse across genetic conditions, news sources, and media types. Three dominant themes emerged: (1) Impacts of Living with Genetic Condition, (2) Consequences of Receiving Gene Therapy Treatment, and (3) Risks of Gene Therapy. Narrative frames included hope and caution. Results are discussed in relation to how the value of patient narratives and content may be situated alongside the interests of different actors.
{"title":"First-in-human gene therapy clinical trials in the media: Exploring patient narratives.","authors":"Rachele E Willard, Marilyn S Baffoe-Bonnie, Hasmin C Ramirez, Vence L Bonham","doi":"10.1177/09636625251359544","DOIUrl":"10.1177/09636625251359544","url":null,"abstract":"<p><p>Promising results reported in genetic therapy clinical trials and recent US Food and Drug Administration approvals have attracted media attention. This critical content analysis examines themes and narrative framings present in feature articles published in US news media sources following patients involved in first-in-human clinical trials of genetic therapies. Articles were collected through focused searches across US news websites and LexisNexis databases in the period from 01 January 2017 to 06 April 2022. Forty-three articles met inclusion criteria (n = 13 from database searches, n = 30 from external searches). Articles were diverse across genetic conditions, news sources, and media types. Three dominant themes emerged: (1) Impacts of Living with Genetic Condition, (2) Consequences of Receiving Gene Therapy Treatment, and (3) Risks of Gene Therapy. Narrative frames included hope and caution. Results are discussed in relation to how the value of patient narratives and content may be situated alongside the interests of different actors.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"118-134"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145042059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-08-03DOI: 10.1177/09636625251355890
Alexandra Moormann, Anna Beniermann, Daniela Fiedler
Global challenges like biodiversity loss cannot be understood without essential knowledge about evolution. However, evolution is one of the most misunderstood concepts among the general public. Informal learning environments like natural history museums offer great potential for learning about evolution by showing the latest scientific findings in their exhibitions. But to date, there is a lack of evidence about museum visitors' understanding of evolution. Therefore, this study aims to identify which evolutionary key concepts and misconceptions are applied by visitors when asked to explain evolutionary scenarios. Using an online survey, visitors (n = 122) were asked to answer two open-response ACORNS items. Overall, respondents tended to use relatively few key concepts in their responses. Although museum visitors are considered a highly educated group, our surveyed visitors seem to have a poor understanding of evolution. The key concepts and misconceptions identified might help develop future exhibitions and educational programs/activities.
{"title":"Natural history museum visitors' use of key concepts and misconceptions in written explanations of evolutionary scenarios.","authors":"Alexandra Moormann, Anna Beniermann, Daniela Fiedler","doi":"10.1177/09636625251355890","DOIUrl":"10.1177/09636625251355890","url":null,"abstract":"<p><p>Global challenges like biodiversity loss cannot be understood without essential knowledge about evolution. However, evolution is one of the most misunderstood concepts among the general public. Informal learning environments like natural history museums offer great potential for learning about evolution by showing the latest scientific findings in their exhibitions. But to date, there is a lack of evidence about museum visitors' understanding of evolution. Therefore, this study aims to identify which evolutionary key concepts and misconceptions are applied by visitors when asked to explain evolutionary scenarios. Using an online survey, visitors (<i>n</i> = 122) were asked to answer two open-response ACORNS items. Overall, respondents tended to use relatively few key concepts in their responses. Although museum visitors are considered a highly educated group, our surveyed visitors seem to have a poor understanding of evolution. The key concepts and misconceptions identified might help develop future exhibitions and educational programs/activities.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"100-117"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12741171/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144776638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-09-07DOI: 10.1177/09636625251363937
Melanie Leidecker-Sandmann, Nikolai Promies, Markus Lehmkuhl
A fair (public) representation of women is one of the most discussed questions of our time. The way in which media coverage (re)produces genders may affect individual and collective thinking and the perceptions of women in society. We analyse the representation of female scientists in German news media coverage of eight science-related risk issues and compare male and female experts regarding their relative scientific reputation, the number of references and the content of their statements. Our findings show that female scientific experts are less visible in German media coverage than their male colleagues and that they are underrepresented compared to the respective proportions in the relevant research areas. At the same time, our data relativize the extent of the gender visibility gap - after controlling for hierarchical position and scientific reputation, the differences become rather small. We find no evidence of discrimination against female scientific experts through journalistic selection routines.
{"title":"Female expertise in public discourses: Visibility of female compared to male scientific experts in German media coverage of eight science-related issues.","authors":"Melanie Leidecker-Sandmann, Nikolai Promies, Markus Lehmkuhl","doi":"10.1177/09636625251363937","DOIUrl":"10.1177/09636625251363937","url":null,"abstract":"<p><p>A fair (public) representation of women is one of the most discussed questions of our time. The way in which media coverage (re)produces genders may affect individual and collective thinking and the perceptions of women in society. We analyse the representation of female scientists in German news media coverage of eight science-related risk issues and compare male and female experts regarding their relative scientific reputation, the number of references and the content of their statements. Our findings show that female scientific experts are less visible in German media coverage than their male colleagues and that they are underrepresented compared to the respective proportions in the relevant research areas. At the same time, our data relativize the extent of the gender visibility gap - after controlling for hierarchical position and scientific reputation, the differences become rather small. We find no evidence of discrimination against female scientific experts through journalistic selection routines.</p>","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"2-23"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12741163/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145008546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-10-17DOI: 10.1177/09636625251384593
Elena Maria Rita Rizzi
{"title":"Disseminating the Italian history of medicine: Arturo Castiglioni and his project at the University of Padua, 1933-1943.","authors":"Elena Maria Rita Rizzi","doi":"10.1177/09636625251384593","DOIUrl":"10.1177/09636625251384593","url":null,"abstract":"","PeriodicalId":48094,"journal":{"name":"Public Understanding of Science","volume":" ","pages":"135-139"},"PeriodicalIF":3.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145313838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}