scholarly journals Mapping Emerging and Legacy Outlets Online by Their Democratic Functions—Agonistic, Deliberative, or Corrosive?

2021 ◽  
pp. 194016122110150
Author(s):  
Rainer Freudenthaler ◽  
Hartmut Wessler
Keyword(s):  
Human Rights ◽  
Public Sphere ◽  
Refugee Camp ◽  
Online News ◽  
Future Research ◽  
Data Set ◽  
Mainstream Media ◽  
Novel Approach ◽  
Moral Case ◽  
Partisan Media

In this study, we offer a novel approach to research on migration reporting by focusing on the argumentative substance prevalent in different online outlets. Taking German refugee policy as our case in point we map the role that moral, ethical–cultural, legal, and pragmatic argumentations play within journalistic, partisan, and activist outlets; and how these coincide with incivility and impoliteness. Using dictionary-based content analysis on a data set of 34,819 articles from thirty online news outlets published between April 10, 2017, and April 10, 2018, we find that legacy mainstream media, partisan media, and activist media perform vastly different functions for the larger public sphere. We observe that human rights activist media perform an advocatory function by making the moral case for refugees, whereas corrosive partisan media at the fringe—particularly within the contra-refugee camp—often present opponents as inherently illegitimate enemies. Implications for public sphere theory and directions for future research on emerging and legacy media are discussed.

scholarly journals Is there Critical Thinking in Popular Comments? A Descriptive Examination through Content Analysis

2019 ◽  
Vol 21 (2) ◽  
pp. 1-20
Author(s):  
Daron Benjamin Loo ◽  
Linda Lagason
Keyword(s):  
Content Analysis ◽  
Critical Thinking ◽  
High Frequency ◽  
Online News ◽  
Future Research ◽  
Data Set ◽  
Analytical Protocol ◽  
Descriptive Account ◽  
Syrian Conflict

This study provides a descriptive account of popular comments (n=57) extracted from four published news articles on an online news platform. This was done through a content analysis on the level of critical thinking found in readers’ comments deemed popular by other readers through the number of responses and likes. Comments from four news articles reporting on the Syrian conflict were analysed using the Newman, Webb, and Cochrane’s (1995) analytical protocol. Results showed that although there were clear indicators of critical thinking in the popular comments, specifically by providing justification and synthesizing comments with external materials. These indicators were of high frequency and common, perhaps due to the nature of the news items under analysis – which is concerned with an ongoing conflict that has political and social bearing on the readers. We conclude by suggesting future research to introduce relevant critical thinking indicators based on contextually-familiar news topics and a bigger data set.

Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Andrea Hrckova ◽  
Robert Moro ◽  
Ivan Srba ◽  
Maria Bielikova
Keyword(s):  
Peer Review ◽  
Central Europe ◽  
News Media ◽  
Automatic Detection ◽  
Online News ◽  
Content Type ◽  
Mainstream Media ◽  
Hyperlink Network Analysis ◽  
Partisan Media ◽  
Partisan News

PurposePartisan news media, which often publish extremely biased, one-sided or even false news, are gaining popularity world-wide and represent a major societal issue. Due to a growing number of such media, a need for automatic detection approaches is of high demand. Automatic detection relies on various indicators (e.g. content characteristics) to identify new partisan media candidates and to predict their level of partisanship. The aim of the research is to investigate to a deeper extent whether it would be appropriate to rely on the hyperlinks as possible indicators for better automatic partisan news media detection.Design/methodology/approachThe authors utilized hyperlink network analysis to study the hyperlinks of partisan and mainstream media. The dataset involved the hyperlinks of 18 mainstream media and 15 partisan media in Slovakia and Czech Republic. More than 171 million domain pairs of inbound and outbound hyperlinks of selected online news media were collected with Ahrefs tool, analyzed and visualized with Gephi software. Additionally, 300 articles covering COVID-19 from both types of media were selected for content analysis of hyperlinks to verify the reliability of quantitative analysis and to provide more detailed analysis.FindingsThe authors conclude that hyperlinks are reliable indicators of media affinity and linking patterns could contribute to partisan news detection. The authors found out that especially the incoming links with dofollow attribute to news websites are reliable indicators for assessing the type of media, as partisan media rarely receive links with dofollow attribute from mainstream media. The outgoing links are not such reliable indicators as both mainstream and partisan media link to mainstream sources similarly.Originality/valueIn contrast to the extensive amount of research aiming at fake news detection within a piece of text or multimedia content (e.g. news articles, social media posts), the authors shift to characterization of the whole news media. In addition, the authors did a geographical shift from more researched US-based media to so far under-researched European context, particularly Central Europe. The results and conclusions can serve as a guide how to derive new features for an automatic detection of possibly partisan news media by means of artificial intelligence (AI).Peer reviewThe peer review history for this article is available at the following link: https://publons.com/publon/10.1108/OIR-10-2020-0441.

Assessments of User Comments With “Alternative Views” as a Function of Media Trust

2020 ◽  
pp. 1-12
Author(s):  
Marlene Kunst
Keyword(s):  
Online Discussions ◽  
Future Research ◽  
Political Issues ◽  
Argument Quality ◽  
The Public ◽  
Mainstream Media ◽  
User Comments ◽  
Media Trust ◽  
Heuristic Information Processing

Abstract. Comments sections under news articles have become popular spaces for audience members to oppose the mainstream media’s perspective on political issues by expressing alternative views. This kind of challenge to mainstream discourses is a necessary element of proper deliberation. However, due to heuristic information processing and the public concern about disinformation online, readers of comments sections may be inherently skeptical about user comments that counter the views of mainstream media. Consequently, commenters with alternative views may participate in discussions from a position of disadvantage because their contributions are scrutinized particularly critically. Nevertheless, this effect has hitherto not been empirically established. To address this gap, a multifactorial, between-subjects experimental study ( N = 166) was conducted that investigated how participants assess the credibility and argument quality of media-dissonant user comments relative to media-congruent user comments. The findings revealed that media-dissonant user comments are, indeed, disadvantaged in online discussions, as they are assessed as less credible and more poorly argued than media-congruent user comments. Moreover, the findings showed that the higher the participants’ level of media trust, the worse the assessment of media-dissonant user comments relative to media-congruent user comments. Normative implications and avenues for future research are discussed.

scholarly journals The COVID Connection: Pandemic Anxiety, COVID-19 Comprehension, and Digital Confidence

2021 ◽  
pp. 000276422110031
Author(s):  
Laura Robinson ◽  
Jeremy Schulz ◽  
Øyvind N. Wiborg ◽  
Elisha Johnston
Keyword(s):  
Logistic Models ◽  
The United States ◽  
Sociodemographic Factors ◽  
Future Research ◽  
Lower Probability ◽  
Data Set ◽  
Digital Inequality ◽  
Partner Status ◽  
General Anxiety ◽  
Nationally Representative

This article presents logistic models examining how pandemic anxiety and COVID-19 comprehension vary with digital confidence among adults in the United States during the first wave of the pandemic. As we demonstrate statistically with a nationally representative data set, the digitally confident have lower probability of experiencing physical manifestations of pandemic anxiety and higher probability of adequately comprehending critical information on COVID-19. The effects of digital confidence on both pandemic anxiety and COVID-19 comprehension persist, even after a broad range of potentially confounding factors are taken into account, including sociodemographic factors such as age, gender, race/ethnicity, metropolitan status, and partner status. They also remain discernable after the introduction of general anxiety, as well as income and education. These results offer evidence that the digitally disadvantaged experience greater vulnerability to the secondary effects of the pandemic in the form of increased somatized stress and decreased COVID-19 comprehension. Going forward, future research and policy must make an effort to address digital confidence and digital inequality writ large as crucial factors mediating individuals’ responses to the pandemic and future crises.

scholarly journals A data acquisition setup for data driven acoustic design

2021 ◽  
pp. 1351010X2098690
Author(s):  
Romana Rust ◽  
Achilleas Xydis ◽  
Kurt Heutschi ◽  
Nathanael Perraudin ◽  
Gonzalo Casas ◽  
...  
Keyword(s):  
Data Acquisition ◽  
Interdisciplinary Approach ◽  
Computational Design ◽  
Surface Structures ◽  
Future Research ◽  
Data Set ◽  
Process Measures ◽  
First Results ◽  
Spatio Temporal ◽  
Automated Data Acquisition

In this paper, we present a novel interdisciplinary approach to study the relationship between diffusive surface structures and their acoustic performance. Using computational design, surface structures are iteratively generated and 3D printed at 1:10 model scale. They originate from different fabrication typologies and are designed to have acoustic diffusion and absorption effects. An automated robotic process measures the impulse responses of these surfaces by positioning a microphone and a speaker at multiple locations. The collected data serves two purposes: first, as an exploratory catalogue of different spatio-temporal-acoustic scenarios and second, as data set for predicting the acoustic response of digitally designed surface geometries using machine learning. In this paper, we present the automated data acquisition setup, the data processing and the computational generation of diffusive surface structures. We describe first results of comparative studies of measured surface panels and conclude with steps of future research.

scholarly journals Analysis of High-Friction Surface Texture with Respect to Friction and Wear

Coatings ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. 758
Author(s):  
Cibi Pranav ◽  
Minh-Tan Do ◽  
Yi-Chang Tsai
Keyword(s):  
Friction Coefficient ◽  
Surface Texture ◽  
Safety Concern ◽  
Future Research ◽  
Scanning System ◽  
Novel Approach ◽  
Texture Parameters ◽  
Aggregate Loss ◽  
Friction Surfaces ◽  
The Impact

High Friction Surfaces (HFS) are applied to increase friction capacity on critical roadway sections, such as horizontal curves. HFS friction deterioration on these sections is a safety concern. This study deals with characterization of the aggregate loss, one of the main failure mechanisms of HFS, using texture parameters to study its relationship with friction. Tests are conducted on selected HFS spots with different aggregate loss severity levels at the National Center for Asphalt Technology (NCAT) Test Track. Friction tests are performed using a Dynamic Friction Tester (DFT). The surface texture is measured by means of a high-resolution 3D pavement scanning system (0.025 mm vertical resolution). Texture data are processed and analyzed by means of the MountainsMap software. The correlations between the DFT friction coefficient and the texture parameters confirm the impact of change in aggregates’ characteristics (including height, shape, and material volume) on friction. A novel approach to detect the HFS friction coefficient transition based on aggregate loss, inspired by previous works on the tribology of coatings, is proposed. Using the proposed approach, preliminary outcomes show it is possible to observe the rapid friction coefficient transition, similar to observations at NCAT. Perspectives for future research are presented and discussed.

Navigating NGO–Government Relations in Human Rights: New Archival Evidence from Amnesty International, 1961–1986

2021 ◽  
Author(s):  
Swati Srivastava
Keyword(s):  
Human Rights ◽  
Oral History ◽  
Social History ◽  
Future Research ◽  
International Institute ◽  
Strategic Choices ◽  
Small Individual ◽  
Amnesty International ◽  
Government Relations ◽  
Trade Offs

Abstract This research note unveils new archival evidence from Amnesty International's first twenty-five years (1961–1986) to shed light on the realization of international human rights as Amnesty balanced “nonpolitical politics” through multifaceted government relations. The research draws from minutes and reports of eighty meetings of Amnesty's executive leadership and interviews from the 1983 to 1985 Amnesty Oral History project, all collected from the International Institute of Social History. The records show that during this time Amnesty relied on government and foundation funding to exit a severe financial crisis. Amnesty also cultivated a private diplomatic network with governments for access and advocacy and conducted side bargains with closed countries for access and reforms. In one sense, the new evidence complicates the conventional wisdom that Amnesty was only financed from small, individual donors and stayed away from private government dealings. In another sense, the new data extend existing insights about INGO strategic action by revealing Amnesty's pragmatic trade-offs when maintaining arms–length relations with governments to better appreciate the organization's early challenges and accomplishments. The note ultimately contributes to scholarship on the strategic choices of INGOs and provides new data for future research on the agency of nonstate actors in global governance navigating complex government relations. Esta nota de investigación presenta nueva evidencia documental de los primeros 25 años de Amnistía Internacional (Amnesty International), de 1961 a 1986, para arrojar luz sobre el cumplimiento de las normas internacionales de derechos humanos mientras Amnistía balanceaba la “política no política” mediante relaciones gubernamentales polifacéticas. La investigación incorpora actas e informes de 80 reuniones del liderazgo ejecutivo de Amnistía y entrevistas de 1983 a 1985 del proyecto Historia Oral de Amnistía (Amnesty Oral History), recopiladas del Instituto Internacional de Historia Social. Los documentos muestran que, en ese momento, Amnistía necesitó financiación gubernamental y de fundaciones para salir de una crisis financiera grave. Amnistía también cultivó una red diplomática privada con gobiernos a cambio de acceso y defensa, y tuvo negocios paralelos con países cerrados a cambio de acceso y reformas. En un sentido, la nueva evidencia complica la sabiduría convencional de que Amnistía solo tuvo financiamiento de donantes pequeños e individuos y se mantuvo lejos de los negocios privados con gobiernos. En contraste, los nuevos datos amplían las percepciones existentes sobre la acción estratégica de organizaciones no gubernamentales internacionales (ONGI), revelando las concesiones pragmáticas de Amnistía al mantener relaciones independientes con gobiernos, y permiten apreciar mejor los desafíos y logros iniciales de la organización. La nota, fundamentalmente, contribuye a la investigación sobre las decisiones estratégicas de las ONGI y brinda nuevos datos para futuras investigaciones sobre la autonomía de los actores no estatales que navegan relaciones gubernamentales complejas en la gobernanza global. Cet exposé de recherche dévoile de nouvelles preuves issues des 25 premières années d'archives d'Amnesty International (1961–1986) pour apporter un éclairage sur l'application des droits de l'Homme tandis qu'Amnesty équilibrait la « politique apolitique » par le biais de relations gouvernementales à plusieurs facettes. Cette recherche s'appuie sur des minutes et rapports de 80 réunions de la haute direction d'Amnesty, ainsi que sur des entretiens qui ont eu lieu entre 1983 et 1985 dans le cadre du projet Oral History (Histoire orale) d'Amnesty. Ces données ont toutes été recueillies auprès de l'Institut International d'Histoire Sociale. Les archives montrent que durant cette période, Amnesty a dû compter sur le financement de gouvernements et de fondations pour sortir d'une grave crise financière. Amnesty a également cultivé un réseau diplomatique privé avec des gouvernements pour faciliter son accès et son plaidoyer dans le pays concerné tout en menant des négociations parallèles avec les pays fermés pour y favoriser son accès et les réformes. En un sens, les nouvelles preuves compliquent les idées reçues selon lesquelles Amnesty ne serait financée que par de petits donateurs individuels et resterait à l’écart des affaires gouvernementales privées. Mais en un autre sens, ces nouvelles données enrichissent les renseignements existants sur l'action stratégique des organisations non gouvernementales internationales en révélant qu'Amnesty s’était livrée à des compromis pragmatiques en entretenant des relations avec les gouvernements tout en restant à distance. Ces renseignements nous permettent donc de mieux apprécier les premiers défis et accomplissements de l'organisation. En définitive, cet exposé contribue aux études sur les choix stratégiques des organisations non gouvernementales internationales et fournit de nouvelles données pour les recherches futures sur l'intervention des acteurs non étatiques dans la gouvernance mondiale tandis qu'ils naviguent dans des relations gouvernementales complexes.

scholarly journals A New Model Averaging Approach in Predicting Credit Risk Default

Risks ◽  
2021 ◽  
Vol 9 (6) ◽  
pp. 114
Author(s):  
Paritosh Navinchandra Jha ◽  
Marco Cucculelli
Keyword(s):  
Machine Learning ◽  
Credit Risk ◽  
Model Averaging ◽  
Research Direction ◽  
Future Research ◽  
Classification Problems ◽  
Average Technique ◽  
Model Average ◽  
Novel Approach ◽  
Unbalanced Dataset

The paper introduces a novel approach to ensemble modeling as a weighted model average technique. The proposed idea is prudent, simple to understand, and easy to implement compared to the Bayesian and frequentist approach. The paper provides both theoretical and empirical contributions for assessing credit risk (probability of default) effectively in a new way by creating an ensemble model as a weighted linear combination of machine learning models. The idea can be generalized to any classification problems in other domains where ensemble-type modeling is a subject of interest and is not limited to an unbalanced dataset or credit risk assessment. The results suggest a better forecasting performance compared to the single best well-known machine learning of parametric, non-parametric, and other ensemble models. The scope of our approach can be extended to any further improvement in estimating weights differently that may be beneficial to enhance the performance of the model average as a future research direction.

scholarly journals A Study of a Sample of Facebook Users Finds They Do Not Seek Political News through Facebook But Are Exposed to Political News through This Medium

2018 ◽  
Vol 13 (1) ◽  
pp. 36-38
Author(s):  
Elizabeth Margaret Stovold
Keyword(s):  
Online Survey ◽  
Online News ◽  
Social Utility ◽  
Future Research ◽  
Political News ◽  
High School Degree ◽  
News Sources ◽  
News Source ◽  
Tv News ◽  
The Mean

A Review of: Schaferm, S., Sulflow, M., & Muller, P. (2017). The special taste of snack news: an application of niche theory to understand the appeal of Facebook as a source for political news. First Monday, 22(4-3). http://dx.doi.org/10.5210/fm.v22i4.7431 Abstract Objective – To investigate Facebook as a source of exposure to political news stories and to compare the reasons for using Facebook as a news source and the gratifications obtained, compared with other news sources. Design – Survey questionnaire. Setting – Facebook. Subjects – 422 German Facebook users. Methods – An online survey was developed to investigate the use of Facebook as a news source compared with other sources. Specific research questions were informed by the ‘theory of niche’ (Dimmick, 2003) which examines the coexistence and competition between different media outlets by examining the breadth, overlap and superiority of one platform over another. The survey was distributed using a ‘snowball’ technique between July and August 2015. The survey was shared by 52 student research assistants on their Facebook profiles. They asked their friends to complete the survey and share it with their own networks. Main results – The mean (M) age of the 422 respondents was 23.5 years (SD=8.25). The majority were female (61%) with a high school degree (89%). TV news and news websites were the most frequently used sources of political news. Facebook ranked third, ahead of newspapers, search engines, magazines, email provider websites, and Twitter. The mean score for the importance of Facebook as a news sources was 2.46 (SD=1.13) on a scale of 1 to 5, where 1 is low and 5 is high. This fell in the middle of the range when compared with the top ranked source assessed by importance (TV news, M 4.40, SD=0.88) and the lowest (email providers, M 1.92, SD=0.97). Users rarely visited Facebook with the purpose of finding news (M 1.59, SD=0.73). However, they estimated around 24% of the posts they see were concerned with political news, and when encountered, these stories are frequently read (M 3.53, SD=1.18). However, the level of interaction as measured by liking, commenting, sharing or status updates was low (M 1.94 SD=1.09; M 1.37, SD=0.79; M 1.51, SD=0.85 and M 1.4, SD=0.78 respectively). The ‘gratification’ categories where Facebook as a news source scored the highest were for killing time (M 2.97, SD=1.29), entertainment (M 2.92, SD=1.05), and surveillance (M 2.77, SD=1.01). When compared to newspapers and TV news, it was found that Facebook has a lower score for niche breadth, meaning that it serves a specific rather than general news function. Facebook also had a lower overlap score when compared with the other media, thereby performing a complementary function, while TV news and newspapers perform similarly. TV news scored better for providing balanced information, surveillance and social utility while Facebook scored highest for killing time. There was no difference in the category of entertainment. There was a similar picture when comparing Facebook with newspapers. Conclusion – The authors conclude that while users do not actively seek political news through Facebook, they are exposed to political news through this medium. Respondents did not consider the news to be well balanced, and that currently Facebooks’ niche is restricted to entertainment and killing time. The authors note that this may be disappointing for news organisations, but there is potential to expose large audiences to political news when they are not actively seeking it. The findings represent a specific time point in a changing landscape and future research will need to take these changes into account. Comparisons with other online news sources and the use of objective measures to validate self-reported data would be valuable areas for future research.

scholarly journals What Countries Select More Experienced Leaders? The PolEx Measure of Political Experience

2021 ◽  
pp. 1-10
Author(s):  
Alexander Baturo ◽  
Johan A. Elkink
Keyword(s):  
Career Paths ◽  
Latent Variable ◽  
Empirical Studies ◽  
Future Research ◽  
Variable Model ◽  
Data Set ◽  
Political Experience ◽  
National Leaders ◽  
Regime Types ◽  
The Difference

Abstract How can one assess which countries select more experienced leaders for the highest office? There is wide variation in prior career paths of national leaders within, and even more so between, regime types. It is therefore challenging to obtain a truly comparative measure of political experience; empirical studies have to rely on proxies instead. This article proposes PolEx, a measure of political experience that abstracts away from the details of career paths and generalizes based on the duration, quality and breadth of an individual's experience in politics. The analysis draws on a novel data set of around 2,000 leaders from 1950 to 2017 and uses a Bayesian latent variable model to estimate PolEx. The article illustrates how the new measure can be used comparatively to assess whether democracies select more experienced leaders. The authors find that while on average they do, the difference with non-democracies has declined dramatically since the early 2000s. Future research may leverage PolEx to investigate the role of prior political experience in, for example, policy making and crisis management.

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