{"id":735,"date":"2021-07-04T14:42:56","date_gmt":"2021-07-04T13:42:56","guid":{"rendered":"https:\/\/research.reading.ac.uk\/football-research\/?p=735"},"modified":"2021-07-04T14:44:45","modified_gmt":"2021-07-04T13:44:45","slug":"new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets","status":"publish","type":"post","link":"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/","title":{"rendered":"New Journal Article: &#8220;Informational efficiency and behaviour within in-play prediction markets&#8221;"},"content":{"rendered":"<p><strong><a href=\"https:\/\/www.reading.ac.uk\/economics\/about\/staff\/c-a-singleton.aspx\">Carl Singleton<\/a>, <\/strong>member of the Football Research Group, has his latest research studying prediction markets, specifically football result betting on Betfair Exchange, published in <a href=\"https:\/\/doi.org\/10.1016\/j.ijforecast.2021.05.012\"><em>International Journal of Forecasting<\/em><\/a>. This was joint work with The University of Bologna&#8217;s <a href=\"https:\/\/sites.google.com\/view\/giovanni-angelini\/home\">Giovanni Angelini<\/a> and <a href=\"https:\/\/www.unibo.it\/sitoweb\/l.deangelis\/en\">Luca De Angelis<\/a>.<\/p>\n<p><strong>Abstract<\/strong><\/p>\n<p>Studies of financial market\u00a0informational efficiency\u00a0have proven burdensome in practice, because it is difficult to pinpoint when news breaks and is known by some or all the participants. We overcome this by designing a framework to detect mispricing, test informational efficiency and evaluate the behavioural biases within high-frequency prediction markets. We demonstrate this using betting exchange data for association football, exploiting the moment when the first goal is scored in a match as major news that breaks cleanly. There are pre-match and in-play mispricing and inefficiency in these markets, explained by reverse favourite-longshot bias (favourite bias). The mispricing tends to increase when the major news is a surprise, such as a goal scored by a longshot team late in a match, with the market underestimating their chances of going on to win These results suggest that, even in prediction markets with large crowds of participants trading state-contingent claims, significant informational inefficiency and behavioural biases can be reflected in prices.<\/p>\n<p>Read more about it <a href=\"https:\/\/ideas.repec.org\/p\/rdg\/emxxdp\/em-dp2019-20.html\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Carl Singleton, member of the Football Research Group, has his latest research studying prediction markets, specifically football result betting on Betfair Exchange, published in International Journal of Forecasting. This was&#8230;<a class=\"read-more\" href=\"&#104;&#116;&#116;&#112;&#115;&#58;&#47;&#47;&#114;&#101;&#115;&#101;&#97;&#114;&#99;&#104;&#46;&#114;&#101;&#97;&#100;&#105;&#110;&#103;&#46;&#97;&#99;&#46;&#117;&#107;&#47;&#102;&#111;&#111;&#116;&#98;&#97;&#108;&#108;&#45;&#114;&#101;&#115;&#101;&#97;&#114;&#99;&#104;&#47;&#110;&#101;&#119;&#45;&#106;&#111;&#117;&#114;&#110;&#97;&#108;&#45;&#97;&#114;&#116;&#105;&#99;&#108;&#101;&#45;&#105;&#110;&#102;&#111;&#114;&#109;&#97;&#116;&#105;&#111;&#110;&#97;&#108;&#45;&#101;&#102;&#102;&#105;&#99;&#105;&#101;&#110;&#99;&#121;&#45;&#97;&#110;&#100;&#45;&#98;&#101;&#104;&#97;&#118;&#105;&#111;&#117;&#114;&#45;&#119;&#105;&#116;&#104;&#105;&#110;&#45;&#105;&#110;&#45;&#112;&#108;&#97;&#121;&#45;&#112;&#114;&#101;&#100;&#105;&#99;&#116;&#105;&#111;&#110;&#45;&#109;&#97;&#114;&#107;&#101;&#116;&#115;&#47;\">Read More ><\/a><\/p>\n","protected":false},"author":206,"featured_media":739,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"__cvm_playback_settings":[],"__cvm_video_id":"","footnotes":""},"categories":[7],"tags":[],"coauthors":[13],"class_list":["post-735","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-football"],"acf":[],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>New Journal Article: &quot;Informational efficiency and behaviour within in-play prediction markets&quot; - Football Research<\/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:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New Journal Article: &quot;Informational efficiency and behaviour within in-play prediction markets&quot; - Football Research\" \/>\n<meta property=\"og:description\" content=\"Carl Singleton, member of the Football Research Group, has his latest research studying prediction markets, specifically football result betting on Betfair Exchange, published in International Journal of Forecasting. This was...Read More &gt;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/\" \/>\n<meta property=\"og:site_name\" content=\"Football Research\" \/>\n<meta property=\"article:published_time\" content=\"2021-07-04T13:42:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-07-04T13:44:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/research.reading.ac.uk\/football-research\/wp-content\/uploads\/sites\/125\/2021\/07\/Untitled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"888\" \/>\n\t<meta property=\"og:image:height\" content=\"668\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Carl Singleton\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Carl Singleton\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/\"},\"author\":{\"name\":\"Carl Singleton\",\"@id\":\"https:\/\/research.reading.ac.uk\/football-research\/#\/schema\/person\/66845389e5077a61c8bb07ce163eaff2\"},\"headline\":\"New Journal Article: &#8220;Informational efficiency and behaviour within in-play prediction markets&#8221;\",\"datePublished\":\"2021-07-04T13:42:56+00:00\",\"dateModified\":\"2021-07-04T13:44:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/\"},\"wordCount\":220,\"publisher\":{\"@id\":\"https:\/\/research.reading.ac.uk\/football-research\/#organization\"},\"articleSection\":[\"Football\"],\"inLanguage\":\"en-GB\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/\",\"url\":\"https:\/\/research.reading.ac.uk\/football-research\/new-journal-article-informational-efficiency-and-behaviour-within-in-play-prediction-markets\/\",\"name\":\"New Journal Article: \\\"Informational efficiency and behaviour within in-play prediction markets\\\" - 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