{"id":35818,"date":"2017-08-29T18:23:08","date_gmt":"2017-08-29T16:23:08","guid":{"rendered":"https:\/\/www.hiig.de\/?p=35818\/"},"modified":"2021-02-10T16:52:34","modified_gmt":"2021-02-10T15:52:34","slug":"harmful-online-speech-and-the-role-of-collective-identities","status":"publish","type":"post","link":"https:\/\/www.hiig.de\/en\/harmful-online-speech-and-the-role-of-collective-identities\/","title":{"rendered":"Harmful online speech and the role of collective identities"},"content":{"rendered":"<p><em><span style=\"font-weight: 400;\">Harmful speech or hate speech is a tragic part of online communication. By examining the how users talk to each other about climate change in online comment sections of German websites, I highlight the importance and limits of collective identities when thinking about harmful speech.<\/span><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Imagine this: you\u2019ve just responded to a Facebook post about climate change. You only wanted to highlight that the threat of global warming is real and that something should be done about it, but a few moments later you find yourself in a heated online discussion with a climate skeptic. Neither they nor you are very patient with one another; ad hominems are exchanged, the other one\u2019s intelligence is questioned, and, eventually, the page\u2019s owner deletes your posts. Although the topic can be replaced, these often very colorful clashes, these acts of incivility, happen online all the time. In response, scholars approach online harmful speech from a variety of perspectives, ranging from law (e.g. Banks, 2010), to psychology (Cowan &amp; Hodge, 1996), to informational sciences (e.g. Burnap &amp; Williams, 2014), to societal ones (Papacharissi, 2004). Indeed, looking at online harmful speech through the lens of public sphere theory and thus as a result of clashing factions may help us understand some unexplored aspects of online harmful speech, since one important factor that constitutes a public is collective identity. Based on the example of climate skepticism, I want to highlight the relevance of collective identity for harmful speech, i.e. that we can look at harmful speech online between users from the mainstream who believe that manmade climate change exists and the climate skeptic faction based on their core beliefs and not necessarily due to their individual arguments.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Recent work on climate change skepticism in German online comment sections (Kaiser 2017a, 2017b) could help test this hypothesis. After analyzing over 10,000 online comments written in ten comment sections of four news sites and six climate blogs, it appears that climate skeptics are highly active online and use comment sections as a means to carry their message to the mainstream (Kaiser, 2017b). This clear online rift between the collective identities of mainstream and skeptics, then, might naturally lead to harmful speech from members of the mainstream who read these comments and who may feel provoked by the climate skeptics\u2019 questioning of climate change. But can we see this clash of identities in the data?<br \/>\n<\/span><br \/>\n<span style=\"font-weight: 400;\">To test this idea, I analyzed 1,382 online comments which were written as a response to climate skeptics. The results show that this is not the case (see Fig. 1). Abusive comments<\/span><span style=\"font-weight: 400;\"> in general are rare in this dataset. Although users from the mainstream were slightly more abusive to skeptics, it is interesting to note that skeptics themselves were also abusive to each other (~8 percent to 6 percent) &#8212; at first sight, at least. A closer look reveals that although roughly 2 percent of the abusive and 7 percent of the upset comments written by skeptics were written while <\/span><i><span style=\"font-weight: 400;\">agreeing<\/span><\/i><span style=\"font-weight: 400;\"> with fellow skeptics, the latter group did not react to the skeptics\u2019 abusive or upset comments negatively, suggesting that skeptics were in this case not necessarily abusive of other skeptics but rather of <\/span><i><span style=\"font-weight: 400;\">others<\/span><\/i><span style=\"font-weight: 400;\"> \u2013 most likely the mainstream. In contrast, 7 percent of the abusive and 13 percent of the upset comments&nbsp;written by mainstream users were written while being <i>critical<\/i> of skeptics. This is only the case for 4 and 8 percent of the comments written by skeptics. This, then shows that although the numbers seem similar at first (see Fig. 1) they differ with regard to how they have to be read and understood.<\/span><\/p>\n<div id=\"attachment_35808\" style=\"width: 806px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35808\" class=\"wp-image-44544 size-full\" src=\"https:\/\/www.hiig.de\/wp-content\/uploads\/2017\/08\/Bildschirmfoto-2017-08-29-um-14.48.25.png\" alt=\"\" width=\"796\" height=\"515\"><p id=\"caption-attachment-35808\" class=\"wp-caption-text\">Figure 1: Tone of online comment replies to climate skeptics per position on climate change in percent (N=1,382). Positions are neutral (n=337), skeptic (n=601), and mainstream (n=444).<\/p><\/div>\n<p><span style=\"font-weight: 400;\">Online harmful speech is a serious societal issue that needs to be fought as well as understood. Demonstrating that it can be a product of an underlying clash of opposing publics highlights two important aspects for consideration: 1) harmful speech cannot only have an incredibly damaging effect on an individual level but also may lead to the fragmentation of the public sphere, as harmful speech will likely contribute to a widening of the gap between publics by alienating the \u2018other\u2019 side, harshly emphasizing the differences between collective identities and thus enforcing an ingroup-outgroup thinking. 2) Researchers that study online harmful speech should thus also take the context in which harmful speech is spoken into account (e.g. who it is directed at, how the tone differs from the message, etc.) to understand the societal impact of harmful speech. This is especially the case when using computational methods: although the methods often allow us to identify harmful speech, they do not necessarily show us the context.<\/span><\/p>\n<p><b>References<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Banks, J. (2010). Regulating hate speech online. <\/span><i><span style=\"font-weight: 400;\">International Review of Law, Computers &amp; Technology, 24<\/span><\/i><span style=\"font-weight: 400;\">(3), 233-239. doi: 10.1080\/13600869.2010.522323<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Burnap, P., &amp; Williams, M. L. (2015). Cyber Hate Speech on Twitter: An Application of Machine Classification and Statistical Modeling for Policy and Decision Making. <\/span><i><span style=\"font-weight: 400;\">Policy &amp; Internet, 7<\/span><\/i><span style=\"font-weight: 400;\">(2), 223-242. doi: 10.1002\/poi3.85<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Cowan, G., &amp; Hodge, C. (1996). Judgments of Hate Speech: The Effects of Target Group, Publicness, and Behavioral Responses of the Target. <\/span><i><span style=\"font-weight: 400;\">Journal of Applied Social Psychology, 26<\/span><\/i><span style=\"font-weight: 400;\">(4), 355-374. doi: 10.1111\/j.1559-1816.1996.tb01854.x<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Engels, A., H\u00fcther, O., Sch\u00e4fer, M., &amp; Held, H. (2013). Public climate-change skepticism, energy preferences and political participation. <\/span><i><span style=\"font-weight: 400;\">Global Environmental Change, 23<\/span><\/i><span style=\"font-weight: 400;\">(5), 1018-1027. doi: <\/span><a href=\"http:\/\/dx.doi.org\/10.1016\/j.gloenvcha.2013.05.008\"><span style=\"font-weight: 400;\">http:\/\/dx.doi.org\/10.1016\/j.gloenvcha.2013.05.008<\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\">Habermas, J. (1989). <\/span><i><span style=\"font-weight: 400;\">The structural transformation of the public sphere : an inquiry into a category of bourgeois society<\/span><\/i><span style=\"font-weight: 400;\">. Cambridge, Mass.: MIT Press.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Kaiser, J. (2017a). <\/span><i><span style=\"font-weight: 400;\">Spheres of Skepticism &#8211; The Integration of the Climate Skeptic Counterpublic Within the German Networked Public Sphere.<\/span><\/i><span style=\"font-weight: 400;\"> Retrieved from <\/span><a href=\"https:\/\/repositorium.zu.de\/frontdoor\/index\/index\/docId\/16\"><span style=\"font-weight: 400;\">https:\/\/repositorium.zu.de\/frontdoor\/index\/index\/docId\/16<br \/>\n<\/span><\/a><a href=\"http:\/\/nbn-resolving.de\/urn\/resolver.pl?urn:nbn:de:bsz:1141-opus4-164\"><span style=\"font-weight: 400;\">http:\/\/nbn-resolving.de\/urn\/resolver.pl?urn:nbn:de:bsz:1141-opus4-164<\/span><\/a><span style=\"font-weight: 400;\"> &nbsp;<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Kaiser, J. (2017b). Public Spheres of Skepticism: Climate Skeptics\u2019 Online Comments in the German Networked Public Sphere. <\/span><i><span style=\"font-weight: 400;\">International Journal of Communication, 11<\/span><\/i><span style=\"font-weight: 400;\">(April 2017), 1-22.&nbsp;<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Papacharissi, Z. (2004). Democracy online: civility, politeness, and the democratic potential of online political discussion groups. <\/span><i><span style=\"font-weight: 400;\">New Media &amp; Society, 6<\/span><\/i><span style=\"font-weight: 400;\">(2), 259-283. doi: 10.1177\/1461444804041444<\/span><\/li>\n<\/ul>\n<p>Photo:&nbsp;<a title=\"User:Colin\" href=\"https:\/\/commons.wikimedia.org\/wiki\/User:Colin\">User:Colin<\/a>&nbsp;|&nbsp;<span class=\"plainlinks noprint\"><a class=\"external text\" href=\"http:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/\" rel=\"nofollow\">CC BY-SA 4.0<\/a><\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td>This post represents the view of the author and does not necessarily represent the view of the institute itself. For more information about the topics of these articles and associated research projects, please contact&nbsp;<a href=\"mailto:info@hiig.de\">info@hiig.de<\/a>.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"shariff shariff-align-flex-start shariff-widget-align-flex-start\"><ul class=\"shariff-buttons theme-round orientation-horizontal buttonsize-medium\"><li class=\"shariff-button linkedin shariff-nocustomcolor\" style=\"background-color:#1488bf\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https%3A%2F%2Fwww.hiig.de%2Fen%2Fharmful-online-speech-and-the-role-of-collective-identities%2F\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#0077b5; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 27 32\"><path fill=\"#0077b5\" d=\"M6.2 11.2v17.7h-5.9v-17.7h5.9zM6.6 5.7q0 1.3-0.9 2.2t-2.4 0.9h0q-1.5 0-2.4-0.9t-0.9-2.2 0.9-2.2 2.4-0.9 2.4 0.9 0.9 2.2zM27.4 18.7v10.1h-5.9v-9.5q0-1.9-0.7-2.9t-2.3-1.1q-1.1 0-1.9 0.6t-1.2 1.5q-0.2 0.5-0.2 1.4v9.9h-5.9q0-7.1 0-11.6t0-5.3l0-0.9h5.9v2.6h0q0.4-0.6 0.7-1t1-0.9 1.6-0.8 2-0.3q3 0 4.9 2t1.9 6z\"\/><\/svg><\/span><\/a><\/li><li class=\"shariff-button bluesky shariff-nocustomcolor\" style=\"background-color:#84c4ff\"><a href=\"https:\/\/bsky.app\/intent\/compose?text=Harmful%20online%20speech%20and%20the%20role%20of%20collective%20identities https%3A%2F%2Fwww.hiig.de%2Fen%2Fharmful-online-speech-and-the-role-of-collective-identities%2F  via @hiigberlin.bsky.social\" title=\"Share on Bluesky\" aria-label=\"Share on Bluesky\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#0085ff; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"20\" height=\"20\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 20 20\"><path class=\"st0\" d=\"M4.89,3.12c2.07,1.55,4.3,4.71,5.11,6.4.82-1.69,3.04-4.84,5.11-6.4,1.49-1.12,3.91-1.99,3.91.77,0,.55-.32,4.63-.5,5.3-.64,2.3-2.99,2.89-5.08,2.54,3.65.62,4.58,2.68,2.57,4.74-3.81,3.91-5.48-.98-5.9-2.23-.08-.23-.11-.34-.12-.25,0-.09-.04.02-.12.25-.43,1.25-2.09,6.14-5.9,2.23-2.01-2.06-1.08-4.12,2.57-4.74-2.09.36-4.44-.23-5.08-2.54-.19-.66-.5-4.74-.5-5.3,0-2.76,2.42-1.89,3.91-.77h0Z\"\/><\/svg><\/span><\/a><\/li><li class=\"shariff-button mailto shariff-nocustomcolor\" style=\"background-color:#a8a8a8\"><a href=\"mailto:?body=https%3A%2F%2Fwww.hiig.de%2Fen%2Fharmful-online-speech-and-the-role-of-collective-identities%2F&subject=Harmful%20online%20speech%20and%20the%20role%20of%20collective%20identities\" title=\"Send by email\" aria-label=\"Send by email\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#999; color:#fff\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 32 32\"><path fill=\"#999\" d=\"M32 12.7v14.2q0 1.2-0.8 2t-2 0.9h-26.3q-1.2 0-2-0.9t-0.8-2v-14.2q0.8 0.9 1.8 1.6 6.5 4.4 8.9 6.1 1 0.8 1.6 1.2t1.7 0.9 2 0.4h0.1q0.9 0 2-0.4t1.7-0.9 1.6-1.2q3-2.2 8.9-6.1 1-0.7 1.8-1.6zM32 7.4q0 1.4-0.9 2.7t-2.2 2.2q-6.7 4.7-8.4 5.8-0.2 0.1-0.7 0.5t-1 0.7-0.9 0.6-1.1 0.5-0.9 0.2h-0.1q-0.4 0-0.9-0.2t-1.1-0.5-0.9-0.6-1-0.7-0.7-0.5q-1.6-1.1-4.7-3.2t-3.6-2.6q-1.1-0.7-2.1-2t-1-2.5q0-1.4 0.7-2.3t2.1-0.9h26.3q1.2 0 2 0.8t0.9 2z\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div>","protected":false},"excerpt":{"rendered":"<p>Harmful speech or hate speech is a tragic part of online communication. By examining the how users talk to each other about climate change in online comment sections of German websites, I highlight the importance and limits of collective identities when thinking about harmful speech. Imagine this: you\u2019ve just responded to a Facebook post about&hellip;<\/p>\n","protected":false},"author":100,"featured_media":35816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[227],"tags":[],"class_list":["post-35818","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-everyday-life"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Harmful online speech and the role of collective identities &#8211; Digital Society Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hiig.de\/en\/harmful-online-speech-and-the-role-of-collective-identities\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Harmful online speech and the role of collective identities &#8211; Digital Society Blog\" \/>\n<meta property=\"og:description\" content=\"Harmful speech or hate speech is a tragic part of online communication. By examining the how users talk to each other about climate change in online comment sections of German websites, I highlight the importance and limits of collective identities when thinking about harmful speech. Imagine this: you\u2019ve just responded to a Facebook post about&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hiig.de\/en\/harmful-online-speech-and-the-role-of-collective-identities\/\" \/>\n<meta property=\"og:site_name\" content=\"HIIG\" \/>\n<meta property=\"article:published_time\" content=\"2017-08-29T16:23:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-02-10T15:52:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.hiig.de\/wp-content\/uploads\/2017\/08\/Backlit_keyboard.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jonas Kaiser\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@JonasKaiser\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jonas Kaiser\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Harmful online speech and the role of collective identities &#8211; Digital Society Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.hiig.de\/en\/harmful-online-speech-and-the-role-of-collective-identities\/","og_locale":"en_US","og_type":"article","og_title":"Harmful online speech and the role of collective identities &#8211; Digital Society Blog","og_description":"Harmful speech or hate speech is a tragic part of online communication. By examining the how users talk to each other about climate change in online comment sections of German websites, I highlight the importance and limits of collective identities when thinking about harmful speech. 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