{"id":16120,"date":"2022-07-28T06:59:20","date_gmt":"2022-07-28T09:59:20","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=16120"},"modified":"2024-12-05T16:09:24","modified_gmt":"2024-12-05T19:09:24","slug":"post-hoc-analysis","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/da\/post-hoc-analyse\/","title":{"rendered":"Post hoc-analyse: Proces og typer af tests"},"content":{"rendered":"<p>Der kommer en masse data ud af ethvert forskningsprojekt, hvoraf nogle er v\u00e6rdifulde og andre ikke. At finde noget nyt, uventet eller forvirrende i forskningen kan hurtigt blive overv\u00e6ldende. <\/p>\n\n\n\n<p>Nogle gange kan man komme galt af sted, n\u00e5r man er under pres for at overholde en deadline. Undg\u00e5 at bekymre dig om disse utilsigtede resultater, n\u00e5r din nuv\u00e6rende forskning er f\u00e6rdig, ved at udelukke dem fra overvejelserne.<\/p>\n\n\n\n<p>I post-hoc-analyse analyserer man ikke alle tilf\u00e6ldige resultater af et eksperiment. Det er vigtigt at lede efter m\u00f8nstre, n\u00e5r du observerer noget, der berettiger til et n\u00e6rmere kig og yderligere unders\u00f8gelse for at hj\u00e6lpe dig med bedre at forst\u00e5 konceptet. <\/p>\n\n\n\n<p>Efter en post hoc-analyse kan man f\u00e5 yderligere oplysninger og dykke dybere ned i sin emnebase. Lad os se n\u00e6rmere p\u00e5 post hoc-analyse.<\/p>\n\n\n\n<h2><strong>Post-hoc-analyse: Hvad er det?<\/strong><\/h2>\n\n\n\n<p>P\u00e5 latin betyder post hoc \"efter dette\", dvs. at man analyserer de eksperimentelle data bagefter. <\/p>\n\n\n\n<p>Form\u00e5let med en post-hoc-analyse er at finde m\u00f8nstre, efter at unders\u00f8gelsen er afsluttet, og at finde resultater, som ikke var det prim\u00e6re m\u00e5l. Derfor betragtes alle analyser, der udf\u00f8res, efter at et eksperiment er afsluttet, og som ikke var planlagt p\u00e5 forh\u00e5nd, som post-hoc-analyser. <\/p>\n\n\n\n<p>Data, der allerede er blevet indsamlet, bruges i et post-hoc studie. Forskere analyserer disse data for at udvikle nye form\u00e5l, som ikke indgik i eksperimentets design. Post hoc-unders\u00f8gelser kan derfor udf\u00f8res p\u00e5 aggregerede data fra tidligere fors\u00f8g.&nbsp;<\/p>\n\n\n\n<p>Processen med at udf\u00f8re post-hoc-analyser er ofte tidskr\u00e6vende, men den giver en r\u00e6kke fordele. For at afd\u00e6kke v\u00e6rdifuld information skal man udvise en rimelig grad af forsigtighed og ikke overvurdere uventede resultater. Det kan v\u00e6re et tegn p\u00e5 noget vigtigt, selv om det er en tilf\u00e6ldig begivenhed.<\/p>\n\n\n\n<p>Post hoc-analyser er nyttige, n\u00e5r man unders\u00f8ger fejlrater, vurderer betydningen af hypoteser eller afg\u00f8r, om de er statistisk signifikante. <\/p>\n\n\n\n<p>Hvis man gennemf\u00f8rer flere fors\u00f8g eller afviger fra sin prim\u00e6re forskningslinje, \u00f8ges risikoen for fejl og falske positive resultater. Det er her, post hoc spiller en vigtig rolle. Hvordan fungerer det helt pr\u00e6cist?&nbsp;<\/p>\n\n\n\n<h2><strong>Post-hoc-analyse: Hvordan fungerer det?<\/strong><\/h2>\n\n\n\n<p>Det er stadig muligt at f\u00e5 v\u00e6rdifulde indsigter fra dataene, selvom det prim\u00e6re m\u00e5l ikke er n\u00e5et. Eventuelt l\u00e6gemidlets eftervirkninger og data om dem. Eller andre lignende stoffer kan ogs\u00e5 v\u00e6re v\u00e6rd at teste. <\/p>\n\n\n\n<p>Form\u00e5let med en post-hoc-analyse er at besvare sp\u00f8rgsm\u00e5l, efter at unders\u00f8gelsen er afsluttet, et m\u00e5l, der ikke er angivet i unders\u00f8gelsen.<\/p>\n\n\n\n<p>For at afg\u00f8re, hvor forskellene kommer fra, bruger man en post hoc-test, n\u00e5r man har fundet et statistisk signifikant resultat. Post hoc-tests kan bruges til at vurdere forskelle mellem flere grupper, samtidig med at man undg\u00e5r eksperimentelle fejl. Der er blevet formuleret adskillige post hoc-tests, og de fleste af dem giver lignende resultater.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/researcher.life\/all-access-pricing?utm_source=mtg&amp;utm_campaign=all-access-promotion&amp;utm_medium=blog\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"410\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-1024x410.png\" alt=\"\" class=\"wp-image-55426\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-1024x410.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-768x307.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-1536x615.png 1536w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-2048x820.png 2048w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-18x7.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-100x40.png 100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2><strong>Der findes forskellige typer af post hoc-test<\/strong><\/h2>\n\n\n\n<p>De data, der indsamles under en forskning eller et klinisk fors\u00f8g, kan analyseres for at finde m\u00f8nstre og forskellige faktorer. De mest almindelige post hoc-tests er:<\/p>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Bonferroni-procedure:<\/strong> Det er muligt at udf\u00f8re flere statistiske tests p\u00e5 samme tid ved at bruge denne post hoc multiple-comparison correction.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong><strong>Duncans nye multiple range test (MRT):&nbsp; <\/strong><\/strong>Duncans Multiple Range Test vil identificere de par af gennemsnit (fra mindst tre), der er forskellige.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Dunns multiple sammenligningstest: <\/strong>Dette er en post hoc-analyse, der k\u00f8res efter en ANOVA, en ikke-parametrisk test, der ikke antager, at dine data f\u00f8lger en bestemt fordeling.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Fishers mindste signifikante forskel (LSD): <\/strong>Bestemmer, om to gennemsnit er statistisk forskellige.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Holm-Bonferroni-procedure: <\/strong>Holms sekventielle Bonferroni-test g\u00f8r multiple sammenligninger mindre strenge.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li>Ved hj\u00e6lp af Newman-Keuls kan man identificere stikpr\u00f8ver, der har forskellige gennemsnit fra hinanden. Newman-Keuls sammenligner par af gennemsnit ved hj\u00e6lp af forskellige kritiske v\u00e6rdier. Som et resultat er der st\u00f8rre sandsynlighed for at finde signifikante forskelle.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Rodgers metode: <\/strong>Denne statistiske metode bruges til at evaluere forskningsdata post hoc efter en \"multivariat\" analyse.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Scheff\u00e9s metode:<\/strong> I Scheffes metode justeres teststatistikken forskelligt afh\u00e6ngigt af antallet af sammenligninger, der blev foretaget.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Tukey's test: <\/strong>Tukey's test afg\u00f8r, om din stikpr\u00f8ve best\u00e5r af grupper, der adskiller sig fra hinanden. Hvert gennemsnit sammenlignes med gennemsnittet for alle andre grupper ved hj\u00e6lp af den \"\u00c6rlige Signifikante Forskel\", som repr\u00e6senterer, hvor langt grupperne er fra hinanden.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Dunnetts korrektion: <\/strong>Denne post hoc-test sammenligner gennemsnit. I mods\u00e6tning til Tukey's sammenligner den hvert middel med et kontrolmiddel.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Benjamini-Hochberg (BH) procedure: <\/strong>Et signifikant resultat vil kun opst\u00e5 ved en tilf\u00e6ldighed, hvis du udf\u00f8rer mange tests. Denne post hoc-test tager h\u00f8jde for den falske opdagelsesrate.<\/li>\n<\/ul>\n\n\n\n<h2><strong>Intet kan sl\u00e5 et fejlfrit visuelt v\u00e6rk, der leverer et komplekst budskab.<\/strong><\/h2>\n\n\n\n<p>Ja, det er rigtigt, ved hj\u00e6lp af billeder er det meget lettere at s\u00e6tte de sv\u00e6reste begreber i perspektiv. I grafikkens tidsalder er det ikke s\u00e5 underligt, at du sandsynligvis kan forst\u00e5 kvantefysik p\u00e5 en meget enklere m\u00e5de p\u00e5 grund af grafikkens effektivitet.<\/p>\n\n\n\n<p>Undrer du dig over, hvordan du kommer i gang? Hvorfor bekymre sig, n\u00e5r du har grafen lige ved h\u00e5nden! Hos os kan du v\u00e6lge mellem mere end tusind illustrationer i vores galleri og lave plakater ved hj\u00e6lp af den smarte poster maker, som vi har udviklet til dig. F\u00e5 mest muligt ud af vores talentfulde teams ekspertise, og f\u00e5 den skr\u00e6ddersyet til dine behov. For mere information, bes\u00f8g vores <a href=\"https:\/\/mindthegraph.com\/\">hjemmeside<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Tutorial | Oprettelse af et grafisk abstract p\u00e5 Mind the Graph\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/r_aczJuec7Y?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Forst\u00e5, hvad post-hoc-analyse er, og hvordan man finder v\u00e6rdifulde data og m\u00f8nstre, efter at unders\u00f8gelsen er afsluttet.<\/p>","protected":false},"author":4,"featured_media":16133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[38],"tags":[872,873,554,962],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Post Hoc Analysis: Process and types of tests<\/title>\n<meta name=\"description\" content=\"Understand what is post-hoc analysis and how to find valuable data and patterns after the study has been completed.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/da\/post-hoc-analyse\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Post Hoc Analysis: Process and types of tests\" \/>\n<meta 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He has a Ph.D. and solid scientific background in Psychopharmacology and experience as a Guest Researcher at the Max Planck Institute of Psychiatry (Germany) and Researcher in D'Or Institute for Research and Education (IDOR, Brazil). Fabricio holds over 2500 citations in Google Scholar. He has 10 years of experience in small innovative businesses, with relevant experience in product design and innovation management. Connect with him on LinkedIn - Fabricio Pamplona.","sameAs":["http:\/\/mindthegraph.com","https:\/\/www.linkedin.com\/in\/fabriciopamplona"],"url":"https:\/\/mindthegraph.com\/blog\/da\/author\/fabricio\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/posts\/16120"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/comments?post=16120"}],"version-history":[{"count":7,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/posts\/16120\/revisions"}],"predecessor-version":[{"id":55781,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/posts\/16120\/revisions\/55781"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/media\/16133"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/media?parent=16120"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/categories?post=16120"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/da\/wp-json\/wp\/v2\/tags?post=16120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}