{"id":776,"date":"2025-12-23T10:13:12","date_gmt":"2025-12-23T10:13:12","guid":{"rendered":"https:\/\/alandix.com\/statistics\/?page_id=776"},"modified":"2025-12-23T10:16:21","modified_gmt":"2025-12-23T10:16:21","slug":"chapter-12","status":"publish","type":"page","link":"https:\/\/alandix.com\/statistics\/book\/toc\/chapter-12\/","title":{"rendered":"Chapter 12: Moving forward: the future of statistics in HCI"},"content":{"rendered":"<div class=\"embedurl\" data-url=\"https:\/\/alandix.com\/books\/hcistats\/content1e\/chaps\/chap-12.html\" ><!--  Chapter 12 Moving forward: the future of statistics in HCI   -->\n\n<script>\nvar chapnos = 12;\nvar json_url = \"https:\\\/\\\/alandix.com\\\/books\\\/hcistats\\\/content1e\\\/chaps\\\/chap-12.json\";\n<\/script>\n\n\n\n\n\n\n<h3> Contents <\/h3>\n<div class=\"toc\">\n<dl>\n<dt>12.1&nbsp;&nbsp;Positive changes <\/dt>\n<dt>12.2&nbsp;&nbsp;Worrying trends <\/dt>\n<dt>12.3&nbsp;&nbsp;Big data and machine learning<\/dt>\n<dt>12.4&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\/bayesian%20evidence\">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\/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\/regression%20analysis\">regression analysis<\/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\/statistically%20significant\">statistically significant<\/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? -->\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":759,"menu_order":12,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-776","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/pages\/776","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/comments?post=776"}],"version-history":[{"count":2,"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/pages\/776\/revisions"}],"predecessor-version":[{"id":797,"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/pages\/776\/revisions\/797"}],"up":[{"embeddable":true,"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/pages\/759"}],"wp:attachment":[{"href":"https:\/\/alandix.com\/statistics\/wp-json\/wp\/v2\/media?parent=776"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}