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.


Title: Evaluating the Social Media Profiles of Online Harassers: An Experimental Study of Attention and Attitudes
Online harassment is pervasive. While substantial research has examined the nature of online harassment and how to moderate it, little work has explored how social media users evaluate the profiles of online harassers. This is important for helping people who may be experiencing or observing harassment to quickly and efficiently evaluate the user doing the harassing. We conducted a lab experiment (N=45) that eye-tracked participants while they viewed profiles of users who engaged in online harassment on mock Facebook, Twitter, and Instagram profiles. We evaluated what profile elements they looked at and for how long relative to a control group, and their qualitative attitudes about harasser profiles. Results showed that participants look at harassing users' post history more quickly than non-harassing users. They are also somewhat more likely to recall harassing profiles than non-harassing profiles. However, they do not spend more time on harassing profiles. Understanding what users pay attention to and recall may offer new design opportunities for supporting people who experience or observe harassment online.  more » « less
Award ID(s):
1763297 1552503
PAR ID:
10417773
Author(s) / Creator(s):
; ;
Date Published:
Journal Name:
Proceedings of the ACM on Human-Computer Interaction
Volume:
7
Issue:
GROUP
ISSN:
2573-0142
Page Range / eLocation ID:
1 to 14
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. Social VR's focus on embodied and immersive experiences has led to intensified and more physicalized forms of harassment than other online contexts. Therefore, a growing body of HCI and CSCW work has explored multiple strategies and mechanisms to prevent and mitigate harassment risks in social VR. However, existing works have also highlighted a fundamental challenge in mitigating harassment in social VR - the apparent lack of consensus among social VR users on how to explicitly define harassment and what behaviors should be considered harassing in social VR. In this work, we aim to offer new knowledge on the uncertainty about how harassment is defined and perceived in social VR, particularly by learning from social VR users who have experiencedboth sides of harassment accusations. Based on interviews with 12 participants with diverse identities who have both been harassed by others and been accused of harassing others in social VR, we unpack how people justify and reflect on their behavior given their prior experiences of both being victims of harassment and being called a harasser. We thus offer unique insights into the complexity of harassment in social VR by highlighting cases of gray areas and critical ethical implications in such harassment accusations, which are understudied in the existing literature. We also propose two high-level design principles for new strategies and approaches to foster safe social VR spaces based on people's unique experiences of both sides of harassment accusations in social VR. 
    more » « less
  2. Online harassment refers to a wide range of harmful behaviors, including hate speech, insults, doxxing, and non-consensual image sharing. Social media platforms have developed complex processes to try to detect and manage content that may violate community guidelines; however, less work has examined the types of harms associated with online harassment or preferred remedies to that harassment. We conducted three online surveys with US adult Internet users measuring perceived harms and preferred remedies associated with online harassment. Study 1 found greater perceived harm associated with non-consensual photo sharing, doxxing, and reputational damage compared to other types of harassment. Study 2 found greater perceived harm with repeated harassment compared to one-time harassment, but no difference between individual and group harassment. Study 3 found variance in remedy preferences by harassment type; for example, banning users is rated highly in general, but is rated lower for non-consensual photo sharing and doxxing compared to harassing family and friends and damaging reputation. Our findings highlight that remedies should be responsive to harassment type and potential for harm. Remedies are also not necessarily correlated with harassment severity—expanding remedies may allow for more contextually appropriate and effective responses to harassment. 
    more » « less
  3. Social media platforms aspire to create online experiences where users can participate safely and equitably. However, women around the world experience widespread online harassment, including insults, stalking, aggression, threats, and non-consensual sharing of sexual photos. This article describes women's perceptions of harm associated with online harassment and preferred platform responses to that harm. We conducted a survey in 14 geographic regions around the world (N = 3,993), focusing on regions whose perspectives have been insufficiently elevated in social media governance decisions (e.g. Mongolia, Cameroon). Results show that, on average, women perceive greater harm associated with online harassment than men, especially for non-consensual image sharing. Women also prefer most platform responses compared to men, especially removing content and banning users; however, women are less favorable towards payment as a response. Addressing global gender-based violence online requires understanding how women experience online harms and how they wish for it to be addressed. This is especially important given that the people who build and govern technology are not typically those who are most likely to experience online harms. 
    more » « less
  4. Past research has shown that people prefer different levels of visual complexity in websites: While some prefer simple websites with little text and few images, others prefer highly complex websites with many colors, images, and text. We investigated whether users’ visual preferences reflect which website complexity they can work with most efficiently. We conducted an online study with 165 participants in which we tested their search efficiency and information recall. We confirm that the visual complexity of a website has a significant negative effect on search efficiency and information recall. However, the search efficiency of those who preferred simple websites was more negatively affected by highly complex websites than those who preferred high visual complexity. Our results suggest that diverse visual preferences need to be accounted for when assessing search response time and information recall in HCI experiments, testing software, or A/B tests. 
    more » « less
  5. Bystander intervention is a powerful response to sexual harassment that reduces victims’ burden to respond. However, gender prototypes depicting sexual harassment victims as prototypical women (i.e., stereotypically feminine) may hinder intervention when harassment targets women who deviate from this prototype. Across four preregistered experiments (N= 1,270 Americans), we test whether bystanders intervene less readily in nonprototypical (vs. prototypical) women’s sexual harassment. Participants observed a man manager ask a series of increasingly sexually harassing job interview questions toward either a gender prototypical or nonprototypical woman by traits (Studies 1–3) or gender identity (Study 4). Participants were instructed to intervene to stop the interview if/when they judged the questions as inappropriate. A meta-analysis revealed participants had a greater threshold for intervention when harassment targeted a nonprototypical (vs. prototypical) woman—a small but meaningful effect. Efforts to foster bystander intervention in sexual harassment would benefit by recognizing this neglect of nonprototypical women. 
    more » « less