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PressProtect: Helping Journalists Navigate Social Media in the Face of Online Harassment

Catherine Han, Anne Li, Deepak Kumar, Zakir Durumeric

TL;DR

This work formalizes the online safety needs of journalists facing persistent harassment and introduces PressProtect, a client-side interface for Twitter/X that categorizes reader replies by toxicity and relevance to a journalist's story. It combines need-finding with eight interviews and a subsequent eight-person user study, using GPT-3.5 for relevance and Perspective API for toxicity to guide content presentation. The results show that journalists perceive PressProtect as protective, adaptable to other public-facing roles, and capable of reducing exposure to harmful content while preserving useful engagement, though the authors identify a need to distinguish imminent physical threats from other harassment. The study emphasizes multi-stakeholder governance, newsroom support gaps, and platform design implications to advance safer, more usable online spaces for vulnerable populations, suggesting paths for collaboration among newsrooms, platforms, and third-party developers.

Abstract

Social media has become a critical tool for journalists to disseminate their work, engage with their audience, and connect with sources. Unfortunately, journalists also regularly endure significant online harassment on social media platforms, ranging from personal attacks to doxxing to threats of physical harm. In this paper, we seek to understand how to make social media usable for journalists who face constant digital harassment. To begin, we conduct a set of need-finding interviews with Asian American and Pacific Islander journalists to understand where existing platform tools and newsroom resources fall short in adequately protecting journalists, especially those of marginalized identities. We map journalists' unmet needs to concrete design goals, which we use to build PressProtect, an interface that provides journalists greater agency when engaging with readers on Twitter/X. Through user testing with eight journalists, we evaluate PressProtect and find that participants felt it effectively protected them against harassment and could also generalize to serve other visible and vulnerable groups. We conclude with a discussion of our findings and recommendations for social platforms hoping to build defensive defaults for journalists facing online harassment.

PressProtect: Helping Journalists Navigate Social Media in the Face of Online Harassment

TL;DR

This work formalizes the online safety needs of journalists facing persistent harassment and introduces PressProtect, a client-side interface for Twitter/X that categorizes reader replies by toxicity and relevance to a journalist's story. It combines need-finding with eight interviews and a subsequent eight-person user study, using GPT-3.5 for relevance and Perspective API for toxicity to guide content presentation. The results show that journalists perceive PressProtect as protective, adaptable to other public-facing roles, and capable of reducing exposure to harmful content while preserving useful engagement, though the authors identify a need to distinguish imminent physical threats from other harassment. The study emphasizes multi-stakeholder governance, newsroom support gaps, and platform design implications to advance safer, more usable online spaces for vulnerable populations, suggesting paths for collaboration among newsrooms, platforms, and third-party developers.

Abstract

Social media has become a critical tool for journalists to disseminate their work, engage with their audience, and connect with sources. Unfortunately, journalists also regularly endure significant online harassment on social media platforms, ranging from personal attacks to doxxing to threats of physical harm. In this paper, we seek to understand how to make social media usable for journalists who face constant digital harassment. To begin, we conduct a set of need-finding interviews with Asian American and Pacific Islander journalists to understand where existing platform tools and newsroom resources fall short in adequately protecting journalists, especially those of marginalized identities. We map journalists' unmet needs to concrete design goals, which we use to build PressProtect, an interface that provides journalists greater agency when engaging with readers on Twitter/X. Through user testing with eight journalists, we evaluate PressProtect and find that participants felt it effectively protected them against harassment and could also generalize to serve other visible and vulnerable groups. We conclude with a discussion of our findings and recommendations for social platforms hoping to build defensive defaults for journalists facing online harassment.
Paper Structure (51 sections, 2 figures, 5 tables)

This paper contains 51 sections, 2 figures, 5 tables.

Figures (2)

  • Figure 1: PressProtect classifies replies according to their toxicity and relevance to the journalist's article, as we determined that these axes reflect how journalists often reason about engagement. Journalists can seamlessly access C1 (relevant and not toxic) replies, and C2 (irrelevant and not toxic) replies are also quickly accessible. PressProtect provides additional UI protections when exposing C3 (relevant and toxic) and C4 (irrelevant and toxic) replies.
  • Figure 2: PressProtect presents comments differently based on their categorizations, providing additional UI protections to the journalist for content that could be harmful. Panel 1 shows the PressProtect homepage, which displays the journalist's tweets. Panel 2 shows the page for harmless replies, grouping relevant replies at the top (C1 and C2 visible). Panel 3 shows the page for harmful replies, with a toggle that protects the journalist from being exposed to harmful and irrelevant replies (C3 visible). Panel 4 mirrors Panel 3, but with the the toggle enabled and the irrelevant replies displayed under the relevant ones (C3 and C4 visible). These UI protections enable the journalist to navigate the different categories in a safe and controlled way.