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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.
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Contextual Affective Analysis: A Case Study of People Portrayals in Online #MeToo Stories
In October 2017, numerous women accused producer Harvey Weinstein of sexual harassment. Their stories encouraged other women to voice allegations of sexual harassment against many high profile men, including politicians, actors, and producers. These events are broadly referred to as the #MeToo movement, named for the use of the hashtag “#metoo” on social media platforms like Twitter and Facebook. The movement has widely been referred to as “empowering” because it has amplified the voices of previously unheard women over those of traditionally powerful men. In this work, we investigate dynamics of sentiment, power and agency in online media coverage of these events. Using a corpus of online media articles about the #MeToo movement, we present a contextual affective analysis—an entity-centric approach that uses contextualized lexicons to examine how people are portrayed in media articles. We show that while these articles are sympathetic towards women who have experienced sexual harassment, they consistently present men as most powerful, even after sexual assault allegations. While we focus on media coverage of the #MeToo movement, our method for contextual affective analysis readily generalizes to other domains.
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- Award ID(s):
- 1812327
- PAR ID:
- 10098354
- Date Published:
- Journal Name:
- THE 13TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-2019)
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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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
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We provide a model describing how the narrow prototype of women as having conventionally feminine attributes and identities serves as a barrier to perceiving sexual harassment and appropriately responding to sexual-harassment claims when the victims of harassment do not resemble this prototype. We review research documenting that this narrow prototype of women overlaps with mental representations of sexual-harassment targets. The prototype of women harms women who diverge from this prototype: Their experiences with sexual harassment are less likely to be perceived as such, and they experience more negative interpersonal, organizational, and legal consequences when they experience harassment. Perceptions of sexual harassment are the catalyst by which sexual harassment is recognized and remedied. Thus, narrow gender prototypes may impede the promise and potential of civil rights laws and antiharassment policy.more » « less
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