{"id":4464,"date":"2024-10-05T20:58:38","date_gmt":"2024-10-05T18:58:38","guid":{"rendered":"https:\/\/www.psyctc.org\/psyctc\/?post_type=docs&#038;p=4464"},"modified":"2024-10-05T20:58:39","modified_gmt":"2024-10-05T18:58:39","password":"","slug":"sobels-test","status":"publish","type":"docs","link":"https:\/\/www.psyctc.org\/psyctc\/glossary2\/sobels-test\/","title":{"rendered":"Sobel&#8217;s test"},"content":{"rendered":"\n<p>Very geeky stuff this. Sobel&#8217;s test is a parametric null hypothesis test of the significance of a mediation effect, i.e. that a third variable may be contributing to, i.e.  mediating, the relationship between a first and second variable.   If this is gobbledygook either, don&#8217;t worry, or, go and read up the entry about mediation!<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Details<\/h4>\n\n\n\n<p>As Sobel&#8217;s test is based on a model assuming population distributions of all three variables are Gaussian, it is much better, if you have raw data, to test mediation using bootstrapping to get confidence intervals.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Try also<\/h4>\n\n\n\n<p><a href=\"https:\/\/www.psyctc.org\/psyctc\/glossary2\/bootstrap-bootstrapping\/\" title=\"\">Bootstrapping<\/a><br><a href=\"https:\/\/www.psyctc.org\/psyctc\/glossary2\/confidence-intervals-cis\/\" title=\"\">Confidence intervals<\/a><br><a href=\"https:\/\/www.psyctc.org\/psyctc\/glossary2\/gaussian-normal-distribution\/\" title=\"\">Gaussian (&#8220;Normal&#8221;) distributions<\/a><br>Mediation<br><a href=\"https:\/\/www.psyctc.org\/psyctc\/glossary2\/null-hypothesis\/\" title=\"\">Null hypothesis<\/a><br><a href=\"https:\/\/www.psyctc.org\/psyctc\/glossary2\/null-hypothesis-significance-testing-nhst-paradigm\/\" title=\"\">Null hypothesis significance testing (NHST) paradigm<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Chapters<\/h4>\n\n\n\n<p>Not mentioned in the OMbook!<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Online resources<\/h4>\n\n\n\n<p>None currently.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Dates<\/h4>\n\n\n\n<p>First created 5.x.24.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Very geeky stuff this. Sobel&#8217;s test is a parametric null hypothesis test of the significance of a mediation effect, i.e. that a third variable may be contributing to, i.e. mediating, the relationship between a first and second variable. If this is gobbledygook either, don&#8217;t worry, or, go and read up the entry about mediation! Details &hellip; <a href=\"https:\/\/www.psyctc.org\/psyctc\/glossary2\/sobels-test\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Sobel&#8217;s test<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"doc_category":[18],"glossaries":[],"doc_tag":[],"knowledge_base":[],"class_list":["post-4464","docs","type-docs","status-publish","hentry","doc_category-om-book"],"year_month":"2026-04","word_count":118,"total_views":"621","reactions":{"happy":"0","normal":"0","sad":"0"},"author_info":{"name":"chris","author_nicename":"chris","author_url":"https:\/\/www.psyctc.org\/psyctc\/author\/chris\/"},"doc_category_info":[{"term_name":"All OM book glossary entries","term_url":"https:\/\/www.psyctc.org\/psyctc\/glossary\/non-knowledgebase\/om-book\/"}],"doc_tag_info":[],"knowledge_base_info":[],"knowledge_base_slug":[],"_links":{"self":[{"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/docs\/4464","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/types\/docs"}],"author":[{"embeddable":true,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/comments?post=4464"}],"version-history":[{"count":1,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/docs\/4464\/revisions"}],"predecessor-version":[{"id":4465,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/docs\/4464\/revisions\/4465"}],"wp:attachment":[{"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/media?parent=4464"}],"wp:term":[{"taxonomy":"doc_category","embeddable":true,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/doc_category?post=4464"},{"taxonomy":"glossaries","embeddable":true,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/glossaries?post=4464"},{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/doc_tag?post=4464"},{"taxonomy":"knowledge_base","embeddable":true,"href":"https:\/\/www.psyctc.org\/psyctc\/wp-json\/wp\/v2\/knowledge_base?post=4464"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}