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This paper examines the societal impact of research from the perspective of interconnected genres. Information reaches professionals outside academia through many different types of documents. Those documents often connect with scholarship by referencing academic work, mentioning professors, or publishing articles authored by scholars. Here the pattern of referencing journal articles is compared across professional genres. Such citation counts make visible societal impacts to the extent that a field engages a genre, and different genres favor different fields. Biomedical sciences are most visible in patent citation counts. News and social media most often reference medicine. Policy documents make heavy use of social science. Ulrich’s indexing of trade journals, magazines, and newspapers suggests social sciences engage heavily with the professions through trade press. However, caution is warranted when using citations to indicate societal impact. Engagement with scholarship occurs not only through referencing but also through authorship and mentions. Not all citations indicate substantive engagement, particularly in social media. Academic literature is but one of many types of sources referenced in professional genres. And scholarship engages with many genres beyond those currently indexed, most notably trade press. Nevertheless, understanding citation patterns across heterogeneous professional genres offeres a promising frontier for information sciences to provide a foundation for the analysis of scholarship’s societal impact. [ABSTRACT FROM AUTHOR]

In September 2015, all UN member states enacted the Sustainable Development Goals (SDGs) as part of the 2030 Agenda. It is a universal call to acion to end poverty, protect the planet and improve the lives and prospects of people around the world. This paper aims to determine the most relevant characterisics of the discourse around this plan, which has been offered by the seven digital newspapers with the highest readership in Spain during the eight years following the enactment of the iniiaive. On the one hand, a staisical analysis has been carried out of the number of pieces of informaion disseminated, as well as of the eniies, industries, regions, themes and people or public agents most menioned. On the other hand, a computerised linguisic corpus analysis was carried out, showing the main word associaions made by each newspaper masthead and the length of the respecive journalisic pieces. The main results reveal a generalised increase in the number of news items, especially from 2020 onwards. Furthermore, there is a clear prominence of the social dimension of sustainability and sustainable development, in contrast to the scarce relevance of the ecological and environmental aspect in most of the digital newspapers. It is concluded that the Spanish press discourse on the SDGs and the 2030 Agenda is heterogeneous and, furthermore, that there is currently no example that fully complies with the values of sustainable journalism. Also, that the coverage of this roadmap does not have long-format journalisic pieces that allow the desirable depth for an adequate explanaion of the plan. [ABSTRACT FROM AUTHOR]

This paper makes an important contribution to comparative research by examining data journalism in Spain and Austria. This paper examines the practice of data journalism from a triple perspective: (a) the common features of day-to-day work, (b) the organizational structure and the role of the teams in newsrooms, and (c) the obstacles to and the future of data-driven reporting. Results from content analysis of data-driven news stories in El país and Der standard (N = 136) show differences and similarities in the covered topics, sources, narrative style, visualizations, interactive functions, and levels of transparency. Interestingly, only 36.8% of the analyzed news stories correspond to the normative expectations of transparency by incorporating both sources and methodological details. While the Spanish newspaper shows significantly higher levels of transparency compared with the Austrian newspaper, both newspapers perform very similarly when it comes to providing access to raw data, which was the case in only every fifth news story analyzed. Findings from focused interviews with the heads of data journalism teams deliver interesting insights into specific challenges that each news outlet is facing when creating day-to-day data-driven news stories. This research confirms the relevance that data journalism has achieved in countries such as Spain and demonstrates the effort of journalists in countries without access to information and transparency laws to create data-driven stories. [ABSTRACT FROM AUTHOR]

In the last decade, journalism has progressively incorporated artificial intelligence (AI) into several processes: information analysis, content extraction, audience research, and automated copywriting, among others. ChatGPT, which has a great capacity for interacting with people through natural language and providing a response to almost any topic, focuses on content creation. This significant technological advancement rekindles the debate on whether machines will replace humans, including journalists. Focusing on the case of the Spanish press and using the framework of studying media participation in the public debate, we are interested in the press's reaction to ChatGPT's launch. Specifically, we asked the following questions: What were the issues that dominated the debate, and what voices were called upon to express their opinions? The stream of opinion on this issue was analyzed from a communication studies and discourse analysis perspective, starting with the identification of opinion statements expressed in articles of various journalistic genres conveyed by the press during the first 100 days since the launch of ChatGPT on November 30, 2022. We worked with 176 press articles that addressed the subject in five Spanish generalist newspapers. The results showed that the flow of opinion developed from 8 subtopics and 11 groups of voices. The prevailing opinion during this period was that ChatGPT is an extraordinary technological milestone, even if it makes mistakes that reveal the technology's immaturity. The main shortcomings identified were the inability to distinguish between what is true and what is false, its tendency to function as a black box, and its failure to account for the sources it uses. However, owing to the business potential that it heralds, it is clear that a real war for the dominance of AI has broken out, which makes it necessary to put regulations in place to reduce the risks of malicious use. [ABSTRACT FROM AUTHOR]

Incorporating a gender perspective in the media entails implementing strategies to work with information in a democratic way. The mobilisation of Las Periodistas Paramos in Spain in 2018 influenced a change towards such a perspective, which is also one of the most relevant innovations identified in Spanish media. The purpose of this work is to draw, for the first time, a map of the initiatives adopted by the Spanish press to incorporate the gender perspective into its newsrooms. To do this, style guides and other initiatives aimed at providing guidance on the introduction of the gender dimension are examined, and semi-structured interviews are used to find out how four women journalists responsible for such an incorporation carry out their work. The results show a substantial, although also uneven, presence of initiatives in the 21 newspapers analysed. Most of the style guides –10 of them have one and nine of them have been accessed– are outdated, obsolete or being updated. Most also contain aspects related to the gender perspective, although they do not include this term explicitly and often do not adapt to today’s reality. In the newspapers that do not have a Style Guide or other types of measures, a sensitivity towards the subject is perceived. On the other hand, four newspapers have a gender editor whose main function is to ensure that the perspective is transversal and reaches all sections, genres and content. These professionals make a positive assessment of their still brief trajectory and agree that journalism has advanced considerably and done important pedagogical work in society in terms of gender, although it seems that this figure will remain necessary for quite some time. [ABSTRACT FROM AUTHOR]

According to the sociology of public problems, the construction, visibility, and stabilization of a public problem require the mobilization of collectives of citizens interested in the issue, which act as an active entity in demanding actions and policies. One such issue is the depopulation of rural areas in Spain, which has shifted from a geographically localized problem to a matter of state policy. This article investigates the influence of framing in this process, analyzing a corpus of 5,980 headlines from newspapers in the Aragon, Castile-La Mancha, and Castile and Leon regions of Spain as well as from two national media outlets, corresponding to the period 2012-2021. Through the application of statistical analyses of lexical frequency in stages, the most significant terms in the evolution of the media's coverage of the issue have been identified, which has made it possible to observe the appearance and displacement of concepts and their relationship to the most important milestones of social and political mobilization. In addition, its power to stir up sentiment in socio-political discourse has been explored. The consolidation of depopulation as a stable element in the Spanish media agenda, going beyond the regional sphere and having a presence dissociated from specific events through time, in contrast to what occurred some years ago, stands out. Finding a media-friendly frame -empty Spain [España vacía] and emptied Spain [España vaciada]-may have been a key element in this. [ABSTRACT FROM AUTHOR]