A scoping review about the portrayal of depression and anxiety in mainstream and social media.

Media portrayal of mental disorders has a significant impact on awareness and stigma. Given the high prevalence of depression and anxiety as mental disorders, it is crucial to understand how they are represented. This scoping review aimed to map the existing literature on the portrayal of depression and anxiety in mainstream and social media. A comprehensive search was conducted in PubMed and PsychInfo, resulting in the inclusion of 20 records that predominantly examined social media and newspapers. Findings indicate that social media discussions on depression were mostly supportive and non-stigmatising. Public figures and role models played a significant role in encouraging open communication. Research on newspapers and other media forms yielded mixed results yet leaning towards positive portrayals. Limited studies explored anxiety portrayal. While acknowledging potential limitations in generalisability, this review emphasises the importance of accurately depicting mental health in media, particularly on social media platforms, while highlighting the need for broader investigations into anxiety representation.

Neutrality and impartiality in Midwestern U.S. newspapers: community-oriented newspaper journalists reporting of environmental water problems in agricultural and ranching states.

BACKGROUND: U.S. journalists embedded in rural and agricultural communities could adversely affect the health of residents if they avoid alerting and engaging their readers - farmers, ranchers, and community members - on environmental and health issues. We expected reporters would maintain community status quo and inaction by framing local water pollution and quality issues neutrally deemphasizing threats and solutions to maintain their own credibility as unbiased informational sources. METHOD: In a content analysis of local water quality newspaper articles from five farming and cattle ranching states in the west central U.S. Midwest, we employed seven variables to investigate whether journalists practiced neutral, detached forms of journalism (i.e. dissemination versus interpretative role enactment, government-frame) as well as whether they deemphasized water pollution as a concerning issue (i.e. problem, threat), water pollution solutions, and readers' efficaciousness. RESULTS: The results showed these journalists relied heavily on government-driven narratives presenting water quality issues from an impartial, straight reporting lens in which they primarily followed the journalistic dissemination role enactment, while neglecting to provide readers with interpretative, threat, efficacy, or solution's information. CONCLUSIONS: The study seeks to help communicators understand the information diet people living in this part of the country likely receive on environmental and health risks in the context of water pollution. Communicators seeking to reach and affect audiences in this region should understand local information practices to navigate how to craft culturally specific public health messages.

Psychotic white men and bipolar black women? Racialized and gendered implications of mental health terminology.

This study investigates the intersection of race, gender, and criminality in the language surrounding mental health and illness. Applying computational methods of word embeddings to full text data from major American newspapers between 2000 and 2023, I show that the landscape of mental health is broadly racialized as black, challenging the notion of mental illness as a predominantly white phenomenon. Cultural ideas about mental illness are gendered such that women are medicalized and men are criminalized, yet certain terms blur the boundary between illness and criminality. I highlight how stereotypes embedded in mental health language perpetuate stigma around men's mental health and justify social control with notable implications for black men. I conclude with recommendations for the mental health movement by advocating for more inclusive discussions around men's mental health and revised person-centric language.

Reichsanzeiger-GT: An OCR ground truth dataset based on the historical newspaper "Deutscher Reichsanzeiger und Preußischer Staatsanzeiger" (German Imperial Gazette and Prussian Official Gazette) (1819-1945).

Reichsanzeiger-GT is a ground truth dataset for OCR training and evaluation based on the historical German newspaper "Deutscher Reichsanzeiger und Preußischer Staatsanzeiger" (German Imperial Gazette and Prussian Official Gazette), which was published from 1819 to 1945 and printed mostly in the typeface Fraktur (Black Letter). The dataset consists of 101 newspaper pages for the years 1820-1939, that cover a wide variety of topics, page layouts (lists, tables, and advertisements) as well as different typefaces. Using the transcription software Transkribus and the open-source OCR engine Tesseract we automatically created and manually corrected layout segmentations and transcriptions for each page, resulting in 65,563 text regions, 412 table regions, 119,429 text lines and 490,679 words. By applying transcription guidelines that preserve the printing conditions, the dataset contains language and printing specific phenomena like the historical use of glyphs like long s (s), rotunda r (ꝛ), and historical currency symbols (M, ₰) among others. The dataset is provided in two variants in PAGE XML format. The first one contains ground truth data with table regions transformed to text regions for easier processing. The second variant preserves all table regions. Researchers can reuse this dataset to train new or finetune existing text recognition or layout segmentation models. The dataset can also be used to evaluate the accuracy of existing OCR models. Using specific, community driven transcription guidelines our dataset is easily interoperable and reusable with other datasets based on the same transcription level.

Media coverage and pandemic behavior: Evidence from Sweden.

We study the effect of media coverage on individual behavior during a public health crisis. For this purpose, we collect a unique dataset of 200,000 newspaper articles about the Covid-19 pandemic from Sweden-one of the few countries that did not impose lockdowns or curfews. We show that mentions of Covid-19 significantly lowered the number of visits to workplaces and retail and recreation areas, while increasing the duration of stays in residential locations. Using two different identification strategies, we show that these effects are causal. The impacts are largest when Covid-19 news stories are more locally relevant, more visible and more factual. We find larger behavioral effects for articles that reference crisis managers (as opposed to medical experts) and contain explicit public health advice. These results have wider implications for the design of public communications and the value of the local media.

Sustaining Heteronormativity in Marriage: How Chinese Newspapers Frame Heterosexual Marriage Undertaken by Chinese Queer People.

Family members often cite broader societal discourses and norms when forcing Chinese queer people to engage in heterosexual marriage (referred to as HMQ; heterosexual marriage undertaken by Chinese queer people). It is unclear what these social norms entail and how the norms are maintained. This paper examines 89 Chinese newspaper articles to uncover the societal discourses driving families to pressure queer people into heterosexual marriage. We identified three framings: (1) Highlighting problems of formality marriage (the marriage between two queer people) and gay's wife marriage (the marriage between a queer man and a heterosexual woman); (2) portraying people involved in formality marriage and gay's wife marriage as suffering from heteronormative pressure to engage in marriage; and (3) presenting formality marriage in a collaboration frame and gay's wife marriage in a deception frame. These framings suggest heteronormativity in marriage is upheld in societal discourses about HMQ and sustained by two hierarchies created in Chinese newspaper articles: one degrading queer marriage practices, which made heterosexual marriage undertaken by queer people inferior to ideal heterosexual marriage; another stratifying queer marriage practices, which made the marriage between a queer man and a heterosexual woman less acceptable than the marriage between two queer people.

Little Strokes Fell Big Oaks: How Repeated Recommendations for Suicide Reporting Drive the Quality of Suicide News in South Korea.

This study investigates how far repeated releases of recommendations for responsible reporting on suicide (RRS) are associated with changes in the quality of suicide reporting. A content analysis was conducted on suicide news articles (N = 606) by the Korean newspapers Hankyoreh Sinmun and Chosun Ilbo in four six-month periods from 2004 to 2019, which covered the periods before and after the releases of three versions of suicide reporting guidelines. Elements for RRS served as a proxy for the reporting quality, which includes both avoiding negative elements and providing positive ones. Not only the number of suicide news stories reduced by half in the last two observation periods, overall RRS scores and most individual RRS elements increased in the third period, compared to the first or second period. The avoidance RRS for headline, however, was not significantly improved. Korean news media also tended to be sensationalistic in using photos.

How the public perceives the "good nurse" in China: A content analysis of national newspapers.

INTRODUCTION: Newspapers are a predominant channel through which the Chinese public learns about nurses and the nursing profession. However, little nursing research has been performed in China to investigate the newspaper portrayal of nurses, and how the public perceives the role of nurses in the Chinese context is still an ambiguous phenomenon. This study aimed to clarify the public portrayals of nurses in China, and to analyze whether there are changes over time in news content related to nurses in the national newspapers. DESIGN: A content analysis of the newspaper articles citing nurses that have been published since each newspaper was established. METHOD: We selected two national daily newspapers as sources to systematically search for articles about nurses from 1949 to 2022. A coding instrument was developed to quantitatively extract the contents of the articles identified. Then, using a mixed methods approach, we analyzed newspaper content to show the roles of nurses presented to the public by the media. RESULTS: A total of 317 articles were analyzed. Nurses have been depicted with heterogeneous images in both newspapers with positive wordings and up to 28 types of public images. More than half of the articles portrayed two, three, or more types of images. Among the images of nurses identified, "overworked" appeared the most frequently, followed by "dedicated," "philanthropic and benevolent," and "with a sense of responsibility," and then "technically skilled." By analyzing the image of nurses in both newspapers over time, we found that images related to virtue have largely increased with time, while images about professionalism have decreased. CONCLUSION: Nursing continues to be depicted as a virtuous caregiving profession, often forgetting the wide need for knowledge, skill, and expertise required in the occupation. The public image of nurses portrayed in the national newspapers does not accurately match their actual roles. CLINICAL RELEVANCE: The public image of nurses portrayed in the national newspapers does not accurately match their actual roles. To actualize a professional role and increase social status of nurses, intentional image management is needed. Nursing schools, nursing associations, and nursing professionals should be more proactive in overcoming the stereotypical image portrayed of them and use the news media as a tool to invite attention from and dialogue with the public about the value of nursing to reframe the public's understanding of the expert role of the professional nurse in health care and to create a new and more professional image for nursing.

The political leaning of the neuroscience discourse about school education in the French press from 2000 to 2020.

Political actors pay attention to newspapers because they stimulate them to address a topic, reflect public opinion, provide feedback to their decisions, and help them to generate effective messages. Previous surveys showed that this is true for scientific issues. It follows that the newspaper coverage of scientific issues should appear as politically oriented, as observed regarding climate change. Here, we tested this prediction regarding educational neuroscience. This scientific issue is interesting because it implies no major economic interest and because the relevance of neuroscience regarding teaching in the classroom is still highly controversial. As hypothesized, we observed that the French press appeared strongly polarized: the right-leaning press was mostly favorable to educational neuroscience, whereas critical opinions were mainly found in the social-democrat press. Although the relevance of neuroscience toward teaching was rarely discussed in scientific arguments, political actors often invoked educational neuroscience in the press to legitimate their decision.

'Ageing well': Discursive constructions of ageing and health in the public reach of a national longitudinal study on ageing.

Established in 2006, the Irish Longitudinal Study on Ageing (TILDA) investigates the health, economic and social circumstances of a nationally-representative sample of people aged fifty years and older in a series of biennial data collection waves. Irish newspapers have been reporting the results of TILDA for over a decade and a half, and their texts represent reports of scientific research distilled through the pen of journalists. In their totality, their texts constitute a public discourse on ageing and health. Using critical discourse analysis, we examined the discourse within the texts of a purposive sample of two national daily newspapers. As sites of public discourse, newspapers reflect social life and are influential in forming and legitimating public attitudes. Like other sites of discourse, their language-in-use is contextually located, is rarely neutral and may employ strategies to discursively construct, sustain and privilege particular social identities, including ageing identities. Discursively constructed as 'ageing well', our analysis of newspaper texts revealed a discernible meta-discourse on ageing and health in which ageing was framed as a life course stage that may be cultivated, diligently self-nurtured and exploited for its positive aspects. When considered in light of literature on health and social inequalities, the consequences of this broadly positive ageing discourse can, somewhat perversely, frame older adults in unintended negative ways, including homogenising them and attributing to them capacities for ageing well that they may not possess. Discursively constructing older adults as a social and economic resource can also impose unrealistic expectations on them and may legitimise exploitation and demonstrate how normative ideologies of ageism and ableism are conveyed through legitimising language. Despite these potentially unintended consequences, the available media resources associated with TILDA may represent one of the most important contributions of the study, in terms of informing positive public attitudes towards ageing.

impresso Text Reuse at Scale. An interface for the exploration of text reuse data in semantically enriched historical newspapers.

Text Reuse reveals meaningful reiterations of text in large corpora. Humanities researchers use text reuse to study, e.g., the posterior reception of influential texts or to reveal evolving publication practices of historical media. This research is often supported by interactive visualizations which highlight relations and differences between text segments. In this paper, we build on earlier work in this domain. We present impresso Text Reuse at Scale, the to our knowledge first interface which integrates text reuse data with other forms of semantic enrichment to enable a versatile and scalable exploration of intertextual relations in historical newspaper corpora. The Text Reuse at Scale interface was developed as part of the impresso project and combines powerful search and filter operations with close and distant reading perspectives. We integrate text reuse data with enrichments derived from topic modeling, named entity recognition and classification, language and document type detection as well as a rich set of newspaper metadata. We report on historical research objectives and common user tasks for the analysis of historical text reuse data and present the prototype interface together with the results of a user evaluation.

Understanding the audience in framing research: empirical evidence from three studies examining HIV framing in China.

Guided by framing theory, this three-phase mixed-methods study explored (a) how Chinese government-sponsored newspapers frame HIV and (b) framing effects on people's HIV beliefs. A content analysis of two government-sponsored newspapers and a survey of 210 readers showed discrepancies in frame and frame valence. In-depth follow-up interviews with 15 media and public health experts revealed that the discrepancies were related to people's attitudes toward the media and beliefs about HIV, which could further be explained by the political environment, media ecology, historical framing, and cultural identities in China. We discuss theoretical implications for framing theory and practical implications for HIV media coverage.

Media representations of synthetic biology in China.

Media representations of emerging biotechnologies in the media can influence public attitudes and have the potential to impact on policy decisions and law-making. We discuss the unbalanced portrayal of synthetic biology in Chinese news media and how it might affect the perceptions of the public, the scientific community, and decision-makers.

Prevention of the Werther effect: compliance of the Italian newspapers to the 'reporting on suicide' recommendations.

OBJECTIVES: Suicide media coverage could lead to imitation, the so-called 'Werther effect'. The World Health Organization (WHO) published specific recommendations for reporting suicide news. This study aimed to quantify the compliance of Italian newspapers with the WHO suicide reporting guidelines. STUDY DESIGN: This was a quantitative content analysis study. METHODS: All articles published by the three main Italian newspapers from June 2019 to May 2020 describing suicides or attempted suicides were included. The articles were analyzed using a checklist based on the WHO recommendations, which included 18 'negative' items (e.g. 'presence of the word 'suicide' in the title') and nine 'positive' items (e.g. 'the article reports the contacts of a suicide prevention hotline'). Each negative item was scored -1, and each positive item was scored +1. Multivariate linear regressions were performed to identify factors associated with lower adherence to WHO recommendations and higher social media engagement with the articles. RESULTS: A total of 3483 articles were screened, and 110 articles were included in the final analysis. The suicidal was male in 73.6% of cases. The median checklist score was -6 (interquartile range 3). Five percent of the articles had at least one positive item. The word 'suicide' was found in 90% of the titles. Female suicides were associated with a higher checklist score (coefficient 0.81, P = 0.039). No correlation was found between the checklist score and the social media engagement of the articles. CONCLUSIONS: Italian newspapers do not adhere completely to the WHO recommendations on reporting suicide, leading to a potential imitation effect. Public health professionals should make decision-makers and journalists aware of the importance of these recommendations.

The child abuse reporting guideline compliance in Korean newspapers.

The rate of child abuse has sharply increased worldwide, especially during the COVID-19 pandemic. As the media's role in addressing child abuse cases is crucial, several international and formal organizations have established child abuse reporting guidelines. This study investigated how closely journalists follow reporting guidelines in addressing child abuse cases. Five major Korean presses and 189 articles from January 1, 2018, to January 31, 2021, were selected using the keyword "child abuse." Each article was analyzed using a guideline framework consisting of 13 items regarding the five principles of the Korean Ministry of Health and Welfare and Central Child Protection Agency reporting guidelines. This study identified a radical growth in media reporting on child abuse cases in South Korea; almost 60% of the articles analyzed came from 2020 and 2021. More than 80% of the articles analyzed did not provide abuse resources, and 70% did not provide factual information. 57.1% of the articles instigated negative stereotypes, and about 30% explicitly mentioned certain family types in the headlines. Nearly 20% of the articles provided excessive details about the method used. Approximately 16% exposed victims' identities. Some articles (7.9%) also described victims as sharing responsibility for the abuse. This study indicates that the media reports of child abuse in South Korea did not follow the guidelines in many facets. The present study discusses the limitations of the current guidelines and suggests future directions for the news media in reporting on child abuse cases nationwide.

Regional communication and media analysis of aquaculture in Atlantic islands.

The way the media portrays aquaculture-related events can influence how this industry is perceived by the public and affect its success. Since media are an important source of public information, media content analysis has been carried out in several regions of the world. This study aimed to determine which aspects of aquaculture were more exposed and how they were discussed by regional media in the Madeira archipelago, an oceanic group of Portuguese islands. Analysis of aquaculture's media coverage in the two most-read regional newspapers of Madeira was carried out over a 5-year period (2017 to 2021). For each news article, the assessment focused on the geographic scope, the main topics covered, the stakeholders with access to the debate, and the general tone of the article (risk/benefit framework). A total of 297 articles were analyzed. Results indicate the occurrence of trigger events that contributed to a shift in the amount of news published and in the way media framed aquaculture. In general, political and economic issues dominated the coverage, whereas social, environmental, scientific, and landscape matters received less media attention. The voice of the government was predominant throughout the 5 years in analysis and aquaculture was generally framed with a balanced tone, slightly more negative. Open and transparent communication between the stakeholders and the media is fundamental for the sustainable development of the aquaculture industry.

Care-based community communication, capacity, and agency during the COVID-19 pandemic: Evidence from the Complexo da Maré Favela, Brazil.

Scholars and officials have argued that the strengthening of communities and community-led development constitute an important policy goal in the fight against emergencies such as the COVID-19 pandemic. Nevertheless, most strategies to address such crises fail to consider the significance of community-driven solutions, community-level knowledge, and actors. At the same time, researchers have recognized that communication, such as through local newspapers, promotes community development by increasing communities' social capital and cohesion. But the role of community communication in the encouragement and exercise of other levels of agency and in the development of community capacity, including to address emergencies, remains underexplored. This article investigates whether and how community journalists in a Rio de Janeiro favela have expressed and sought to develop favela residents' individual and collective agency during the COVID-19 pandemic. We do so by analyzing thematically the COVID-19 virus-related articles that appeared in a community-based newspaper, Maré Online, between March and September 2020. We also conducted semi-structured interviews with Maré Online reporters to augment our analysis and supplemented that data with participant observation of relevant virtual community-led organizing meetings and events. Our study shows how community-based journalists revealed and promoted individual and collective agency through what we term a "care-based, participatory solutions journalism," which supported favela residents' "communicative freedom" as conceptualized by Benhabib (2013). This analysis stresses the connection between communicative freedom and community capacity. It illustrates the importance of community-produced communication in development of and in community, especially when those populations are pejoratively framed in the media, public policy, and often also, research.

Articulations of 'Funeral' in Swedish Newspapers During the Covid-19 Pandemic.

This article explores how 'funeral' was articulated in Swedish newspapers during the Covid-19 pandemic and how such articulations relate to power and ideology. Articles from the six most prominent Swedish newspapers, published over 2 years, have been analyzed using critical discourse analysis and intersectionality. The study reveals three funeral discourses dominating during different periods of the pandemic: 'Funeral as a risk,' 'Funeral as an essential ritual,' and 'Funeral as a profession.' Altogether, the three discourses expose an ideal of 'the responsible mourner.' This rational woman follows the funeral restrictions and arranges a church funeral shortly after the death of a relative. The 'good funeral' is portrayed as a church funeral with physically present mourners, performed according to the deceased's will and in honor of the dead. The 'bad funeral,' described as the opposite of the 'good funeral,' dominates the understanding of the pandemic funeral situation.

Perpetration, Victimhood, and Blame: Australian Newspaper Representations of Domestic Violence, 2000-2020.

Newspaper media plays a significant role in forming a public understanding of domestic violence. This article analyses 554 articles from 24 newspapers across Australian states and territories published between 2000 and 2020 that describe specific instances of domestic violence. It examines whether such violence is framed as a systemic issue or as a collection of individual events, as well as how such representations of perpetrators and victims displace both "blame" and "victimhood." Although positive aspects of reporting can be observed, the tendency within newspaper articles to blur distinctions between perpetrators and victims distorts the true scale of domestic violence in Australia.

Filio-parental violence analyzed through the Spanish press (2010-2020). Child-to-parent violence: A case of family violence.

Violence exercised by children against their parents has increased significantly, affecting society both directly and indirectly. This type of violence is one of the least investigated and least exposed by the media. The aim of this work is to examine how the media have portrayed this problem, by means of a qualitative methodology and a multidimensional analysis of journalistic and literary texts. News related to violence committed by children against parents published from 2010 to 2020 were sourced from the following Spanish newspapers: El País, ABC, El Día, El Mundo, La Vanguardia, El Periódico, La Provincia, Canarias 7, 20 Minutos, and Diario de Avisos. The text corpus was subsequently analyzed with the open access software IRaMuTeQ. The results show a total of 204232 words (number of occurrences), of which 4561 appear only once (number of hapaxes). The words "violence," "father," and "son" are those that appear most frequently in the analysis of the texts and present a strong co-occurrence among them. It should be noted that child-to-parent violence is described as a problem confined to the family environment. The importance of prevention strategies against violence within the family context is shown in this paper.