{"id":816,"date":"2025-12-23T10:33:41","date_gmt":"2025-12-23T10:33:41","guid":{"rendered":"https:\/\/alandix.com\/statistics\/?page_id=816"},"modified":"2025-12-23T10:42:44","modified_gmt":"2025-12-23T10:42:44","slug":"chapter-15","status":"publish","type":"page","link":"https:\/\/alandix.com\/statistics\/second-edition\/toc\/chapter-15\/","title":{"rendered":"Chapter 15: Moving forward: the future of statistics in HCI"},"content":{"rendered":"<div class=\"embedurl\" data-url=\"https:\/\/alandix.com\/books\/hcistats\/content2e\/chaps\/chap-15.html\" ><!--  Chapter 15 Moving forward: the future of statistics in HCI  -->\n\n<script>\nvar chapnos = 15;\nvar json_url = \"https:\\\/\\\/alandix.com\\\/books\\\/hcistats\\\/content2e\\\/chaps\\\/chap-15.json\";\n<\/script>\n\n\n\n\n\n\n<h3> Contents <\/h3>\n<div class=\"toc\">\n<dl>\n<dt>15.1&nbsp;&nbsp;Positive changes<\/dt>\n<dt>15.2&nbsp;&nbsp;Worrying trends<\/dt>\n<dt>15.3&nbsp;&nbsp;Big data and machine learning<\/dt>\n<dt>15.4&nbsp;&nbsp;Last words<\/dt>\n<\/dl><\/div>\n\n\n<h3> Glossary items referenced in this chapter <\/h3>\n<div class=\"toc\">\n<a href=\"https:\/\/alandix.com\/glossary\/hcistats\/a-b%20test\">A&amp;ndash;B test<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/artificial%20intelligence\">artificial intelligence<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/bayesian%20reasoning\">Bayesian reasoning<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/bayesian%20statistics\">Bayesian statistics<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/big%20data\">big data<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/cherry%20picking\">cherry picking<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/chi%20conference\">CHI conference<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/critical%20values\">critical values<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/effect%20size\">effect size<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/empirical%20evaluation\">empirical evaluation<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/hci%20studies\">HCI studies<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/hypothesis%20testing\">hypothesis testing<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/linear%20regression\">linear regression<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/machine%20learning\">machine learning<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/meta-analysis\">meta-analysis<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/p-value\">p-value<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/posterior%20distribution\">posterior distribution<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/pre-registration\">pre-registration<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/prior%20distribution\">prior distribution<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/r\">R<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/replication\">replication<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/replichi\">RepliCHI<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/simulation%20methods\">simulation methods<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/statistical%20analysis\">statistical analysis<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/statistical%20crisis\">statistical crisis<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/statistical%20significance\">statistical significance<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/student%27s%20t-test\">Student&#039;s t-test<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/transparent%20statistics\">Transparent Statistics<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/hcistats\/visualisation\">visualisation<\/a><\/div>\n\n\n<!-- ?php\n\tif ( @$page['prolog_examples'] ):\n?>\n<h3> Prolog examples (from 1st ed.) <\/h3>\n<!-- ?php\n\techo $page['prolog_examples'];\n?>\n<!-- ?php\n\tendif; \/\/ @$page['prolog_examples']\n? 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