skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

Explore Research Products in the PAR
It may take a few hours for recently added research products to appear in PAR search results.


Title: Negotiated Autonomy: The Role of Social Media Algorithms in Editorial Decision Making
Social media platforms have increasingly become an important way for news organizations to distribute content to their audiences. As news organizations relinquish control over distribution, they may feel the need to optimize their content to align with platform logics to ensure economic sustainability. However, the opaque and often proprietary nature of platform algorithms makes it hard for news organizations to truly know what kinds of content are preferred and will perform well. Invoking the concept of algorithmic ‘folk theories,’ this article presents a study of in-depth, semi-structured interviews with 18 U.S.-based news journalists and editors to understand how they make sense of social media algorithms, and to what extent this influences editorial decision making. Our findings suggest that while journalists’ understandings of platform algorithms create new considerations for gatekeeping practices, the extent to which it influences those practices is often negotiated against traditional journalistic conceptions of newsworthiness and journalistic autonomy.  more » « less
Award ID(s):
1717330
PAR ID:
10175590
Author(s) / Creator(s):
;
Date Published:
Journal Name:
Media and Communication
Volume:
8
Issue:
3
ISSN:
2183-2439
Page Range / eLocation ID:
27 to 38
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. ; (, CHI Conference on Human Factors in Computing Systems)
    Many journalists and newsrooms now incorporate audience contributions in their sourcing practices by leveraging user-generated content (UGC). However, their sourcing needs and practices as they seek information from UGCs are still not deeply understood by researchers or well-supported in tools. This paper first reports the results of a qualitative interview study with nine professional journalists about their UGC sourcing practices, detailing what journalists typically look for in UGCs and elaborating on two UGC sourcing approaches: deep reporting and wide reporting. These findings then inform a human-centered design approach to prototype a UGC sourcing tool for journalists, which enables journalists to interactively filter and rank UGCs based on users’ example content. We evaluate the prototype with nine professional journalists who source UGCs in their daily routines to understand how UGC sourcing practices are enabled and transformed, while also uncovering opportunities for future research and design to support journalistic sourcing practices and sensemaking processes. 
    more » « less
  2. ; ; (, Journalism Practice)
    Hurricane Maria (2017) was the most devastating hurricane in Puerto Rico in the last 90 years. The entire communication system collapsed, including cellular. Media organizations in Puerto Rico, with the exception of one radio station, were unable to transmit much-needed information during and immediately after Maria made landfall. This study examines changes in journalistic practices, organizational readiness and disaster coverage plans, and infrastructure preparedness almost 18 months after the event. This study extends the limited research examining long-term changes to news media preparedness plans in the context of disasters and expands theoretical understandings of media practices in the context of the hierarchy of influences model. The results suggest that infrastructure damage severely hampered the ability of news organizations to perform their work, but solidarity among media was useful in the immediate aftermath of the disaster. Each media played a differentiated and important role after the disaster based on their resources and organizational structure. The study shows that preparedness plans were inadequate and that changes are slowly been implemented to deal with challenges related to infrastructure, electricity, and technology, but with limited focus on the long-term well-being of media workers. Recommendations to improve responses to future natural disasters are presented. 
    more » « less
  3. ; ; ; ; ; (, Mobilization: An International Quarterly)
    When social movement organizations receive extensive newspaper coverage, why is it sometimes substantive and sometimes not? By “substantive,” we mean coverage that reflects serious treatment of the movement's issues, demands, or policy claims. Scholars agree that the news media are key to movement organizations' influence, helping them alter public discourse and effect political change, but often find that protests are covered nonsubstantively. Employing insights from literatures on historical institutionalism, the social organization of the news, and the consequences of movements, we elaborate an “institutional mediation” model that identifies the interactive effects on coverage of news institutions' operating procedures, movement organizations' characteristics and action, and political contexts. Although movement actors suffer compound legitimacy deficits with journalists, the institutional mediation model identifies the openings news institutions provide, the movement organizational characteristics, the forms of collective action likely to induce substantive news treatment, and the political contexts that will amplify or dampen these effects. We derive four interactive hypotheses from this model, addressing the effects of organizational identities, collective action, and political contexts on news outcomes. We appraise the hypotheses with comparative and qualitative comparative analyses of more than 1000 individually coded articles discussing the five most-covered organizations of the 1960s U.S. civil rights movement across four national newspapers. We find support for each hypothesis and discuss the implications for other movement organizations and the current media context. 
    more » « less
  4. ; ; ; ; ; ; ; ; (, Journalism Practice)
    Numbers don’t speak for themselves – yet taking numbers for granted (numerism) is widespread. In fact, journalists often rely heavily on numbers precisely because they are widely considered objective. As a team of journalists and social scientists, we undertook a qualitative exploration of clauses and entire news reports that are particularly quantitatively dense. The dense clauses were often grammatically complex and assumed familiarity with sophisticated concepts. They were rarely associated with explanations of data collection methods. Meanwhile, the dense news reports were all about economy or health topics, chiefly brief updates on an ongoing event (e.g., stock market fluctuations; COVID-19 cases). We suggest that journalists can support public understanding by: * Providing more detail about research methods; * Writing shorter, clearer sentences; * Providing context behind statistics; * Being transparent about uncertainty; and * Indicating where consensus lies. We also encourage news organizations to consider structural changes like rethinking their relationship with newswires and working closely with statisticians. 
    more » « less
  5. ; ; (, Computer supported cooperative work CSCW)
    The limited information (data voids) on political topics relevant to underrepresented communities has facilitated the spread of disinformation. Independent journalists who combat disinformation in underrepresented communities have reported feeling overwhelmed because they lack the tools necessary to make sense of the information they monitor to address the data voids. In this paper, we present a system to identify and address political data voids within underrepresented communities. Armed with an interview study indicating that independent news media has the potential of addressing these data voids, we designed the intelligent system: Datavoidant. Datavoidant introduces a novel design space that focuses on providing independent journalists with a collective understanding of data voids to then facilitate generating content to cover the voids. We performed a user interface evaluation with independent news media journalists (N=22). Journalists reported that Datavoidant's features allowed them to more rapidly and easily have a sense of what was taking place in the information ecosystem to address the data voids; they also reported feeling more confident about the content they created and the unique perspectives they proposed to cover the voids. We finish by discussing how Datavoidant enables a new design space where individuals can collaboratively make sense of their information ecosystem, and can proactively devise strategies for uniquely contributing information to their ecosystem, and together prevent disinformation. 
    more » « less
  • Citation Formats
  • MLA
  • APA
  • Chicago
  • BibTeX
  • Save / Share this Record
  • Send to Email