The Psychological Impacts of Content Moderation on Content Moderators: A Qualitative Study

被引:9
|
作者
Spence, Ruth [1 ,2 ]
Bifulco, Antonia [1 ]
Bradbury, Paula [1 ]
Martellozzo, Elena [1 ]
Demarco, Jeffrey [1 ]
机构
[1] Middlesex Univ, Ctr Abuse & Trauma Studies, London, England
[2] Middlesex Univ, Ctr Abuse & Trauma Studies, London NW4 4BT, England
关键词
child sexual abuse material; content moderation; trauma; post-traumatic stress disorder; work stress; SECONDARY TRAUMATIC STRESS; COMPASSION SATISFACTION; EMERGENCY-DEPARTMENT; MENTAL-HEALTH; BURNOUT; FATIGUE; SYMPTOMS; EXPOSURE; EMOTION; RISK;
D O I
10.5817/CP2023-4-8
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
Content moderation generally refers to the practice of monitoring user generated content and applying a set of rules defining what is acceptable. As a result, Content Moderators (CMs) are responsible for reviewing and removing harmful online material, which has the potential to cause psychological harm. However, little is known about the perceived impacts of the job. Semi-structured interviews were conducted with 11 commercial CMs who were exposed to child sexual abuse material (CSAM) as part of their job. Interviews were analysed using framework analysis to investigate any psychological impacts. Results demonstrated that CMs manifested with a range of symptoms consistent with experiencing repeated trauma. This included experiencing intrusive thoughts of CSAM, triggered by situations with similar contexts to those encountered at work, avoidance of children and negative cognitive and emotional effects such as cynicism, anxiety and detachment. These symptoms fit into a framework of post traumatic and secondary traumatic stress and suggest CMs wellbeing and exposure to stressful stimuli may be comparable to professionals working in the emergency services or caring professions, such as social workers. These personnel are at heightened risk of various problems including compassion fatigue, vicarious trauma and burnout. Companies which employ moderators should learn from these comparable professions and provide psychoeducation and trauma-informed care to CMs which have been demonstrated to help mitigate these challenges.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] Beyond Initial Removal: Lasting Impacts of Discriminatory Content Moderation to Marginalized Creators on Instagram
    Register Y.
    Grasso I.
    Weingarten L.N.
    Fury L.
    Chinea C.E.
    Malloy T.J.
    Spiro E.S.
    Proceedings of the ACM on Human-Computer Interaction, 2024, 8 (CSCW1)
  • [22] A new framework for online content moderation
    Hartmann, Ivar A.
    COMPUTER LAW & SECURITY REVIEW, 2020, 36
  • [23] Moderation Technique For Sexually Explicit Content
    Mulla, Sanafarin
    Palave, Avinash
    2016 INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND DYNAMIC OPTIMIZATION TECHNIQUES (ICACDOT), 2016, : 56 - 60
  • [24] Decision Quality and Errors in Content Moderation
    Sebastian Felix Schwemer
    IIC - International Review of Intellectual Property and Competition Law, 2024, 55 : 139 - 156
  • [25] Content moderation and the digital transformations of gatekeeping
    Schroeder, Ralph
    POLICY AND INTERNET, 2024,
  • [26] Automatic content moderation on social media
    Karabulut, Dogus
    Ozcinar, Cagri
    Anbarjafari, Gholamreza
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (03) : 4439 - 4463
  • [27] Content moderation, AI, and the question of scale
    Gillespie, Tarleton
    BIG DATA & SOCIETY, 2020, 7 (02):
  • [28] Shadowbanning An Opaque Form of Content Moderation
    Risius, Marten
    Blasiak, Kevin Marc
    BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2024, 66 (06) : 817 - 829
  • [29] Decision Quality and Errors in Content Moderation
    Schwemer, Sebastian Felix
    IIC-INTERNATIONAL REVIEW OF INTELLECTUAL PROPERTY AND COMPETITION LAW, 2024, 55 (01) : 139 - 156
  • [30] Content Moderation of Speech in Political Discussions
    Sang, Yisi
    Liang, Lizhen
    Stanton, Jeffrey
    Proceedings of the Association for Information Science and Technology, 2021, 58 (01) : 537 - 542