{"id":26079,"date":"2023-01-05T16:45:43","date_gmt":"2023-01-05T19:45:43","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/bibliography-in-research-paper-copy\/"},"modified":"2023-01-12T16:53:51","modified_gmt":"2023-01-12T19:53:51","slug":"publication-bias","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/hu\/kiadvany-bias\/","title":{"rendered":"Publik\u00e1ci\u00f3s elfogults\u00e1g: Minden, amit tudnod kell"},"content":{"rendered":"<p>Mik\u00f6zben olvastam egy cikket egy klinikai vizsg\u00e1latr\u00f3l, elgondolkodt\u00e1l m\u00e1r azon, hogy \"<em>mennyi ebb\u0151l az igazs\u00e1g?\". <\/em>Most nevezheted ezt paranoi\u00e1nak, de ne feledd, ebben a rohan\u00f3 vil\u00e1gban sok olyan dolog van, aminek van egy virtu\u00e1lis igazs\u00e1ga, \u00e9s t\u00f6bbnyire az\u00e9rt rejtik el el\u0151l\u00fcnk, hogy figyelmet nyerjenek. Hasonl\u00f3 a helyzet a kutat\u00e1sban is.<\/p>\n\n\n\n<p>Ebben a cikkben egy \u00faj kifejez\u00e9st fogunk meg\u00e9rteni, <strong><em>publik\u00e1ci\u00f3s torz\u00edt\u00e1s<\/em><\/strong><strong> <\/strong>amely igen n\u00e9pszer\u0171 a kutat\u00f3k k\u00f6r\u00e9ben. Azt is l\u00e1tni fogjuk, hogy mi az oka ezeknek az elfogults\u00e1goknak, \u00e9s hogy ez helyes vagy helytelen.<\/p>\n\n\n\n<h2>Mi az a publik\u00e1ci\u00f3s torz\u00edt\u00e1s?<\/h2>\n\n\n\n<p>Ha adunk k\u00e9t cikket egy tanulm\u00e1nyr\u00f3l, ahol az egyik m\u00e9lyen kutatott, \u00e9s minden aktualit\u00e1st tartalmaz, egy\u00e9rtelm\u0171 eredm\u00e9nyekkel, de kider\u00fcl, hogy negat\u00edv, m\u00edg a m\u00e1sik cikk elfogult v\u00e9lem\u00e9nyt fogalmaz meg, \u00e9s hajlamos elrejteni n\u00e9h\u00e1ny t\u00e9nyt, hogy pozit\u00edv eredm\u00e9nyt adjon ki, mit gondol, melyik fog t\u00f6bbet eladni? Vagy melyik cikket fogj\u00e1k az emberek a legt\u00f6bbet olvasni? Nyilv\u00e1nval\u00f3an a pozit\u00edvat, nem igaz? Innen ered a publik\u00e1ci\u00f3s elfogults\u00e1g.<\/p>\n\n\n\n<p>Legy\u00fcnk r\u00e9szletesebbek, hogy jobban meg\u00e9rts\u00fck ezt. Amikor egy tanulm\u00e1ny k\u00e9sz\u00fcl, mindig k\u00e9t hipot\u00e9zis lesz - null \u00e9s alternat\u00edv hipot\u00e9zis.<\/p>\n\n\n\n<h3>Nullhipot\u00e9zis<\/h3>\n\n\n\n<p>Nullhipot\u00e9zisr\u0151l akkor besz\u00e9l\u00fcnk, ha a vizsg\u00e1lat nem hoz eredm\u00e9nyt, vagy nem kap er\u0151s t\u00e1mogat\u00e1st vagy bizony\u00edt\u00e9kot \u00e1ll\u00edt\u00e1s\u00e1nak igazol\u00e1s\u00e1ra.<\/p>\n\n\n\n<h3>Alternat\u00edv hipot\u00e9zis<\/h3>\n\n\n\n<p>Az alternat\u00edv hipot\u00e9zis a nullhipot\u00e9zis ford\u00edtottja. Ha egy vizsg\u00e1lat eredm\u00e9nyes, \u00e9s bizony\u00edt\u00e9kkal igazolja \u00e1ll\u00edt\u00e1s\u00e1t, akkor alternat\u00edv hipot\u00e9zis lesz bel\u0151le.<\/p>\n\n\n\n<p>A tudom\u00e1nyos k\u00f6z\u00f6ss\u00e9g ink\u00e1bb a pozit\u00edv tanulm\u00e1nyokat r\u00e9szes\u00edti el\u0151nyben, mint a negat\u00edvakat, mivel az el\u0151bbieket k\u00f6nnyebben publik\u00e1lj\u00e1k. Emiatt sok olyan tanulm\u00e1ny, amely negat\u00edv eredm\u00e9nyt ad ki, ink\u00e1bb rejtve marad a vil\u00e1g el\u0151l. Ebben a jelenlegi forgat\u00f3k\u00f6nyvben egy tanulm\u00e1ny eredm\u00e9nyeinek jelent\u0151s szerepe van abban, hogy publik\u00e1lj\u00e1k-e vagy sem, nem pedig a kutat\u00e1s min\u0151s\u00e9g\u00e9nek vagy mennyis\u00e9g\u00e9nek.<\/p>\n\n\n\n<h2>A publik\u00e1ci\u00f3s torz\u00edt\u00e1s okai<\/h2>\n\n\n\n<ul>\n<li>A publik\u00e1ci\u00f3s torz\u00edt\u00e1s egyik oka, hogy ha az eredm\u00e9ny negat\u00edv, a kutat\u00f3 \u00fagy \u00e9rzi, hogy nem v\u00e9gezte el megfelel\u0151en a vizsg\u00e1latot, vagy az emberek a negat\u00edv vizsg\u00e1latokat el\u00e9g unalmasnak tal\u00e1lhatj\u00e1k. Ez\u00e9rt el\u0151fordulhat, hogy elhallgatj\u00e1k a t\u00e9nyleges eredm\u00e9nyeket.<\/li>\n\n\n\n<li>A m\u00e1sik f\u0151 ok a h\u00edrn\u00e9v \u00e9s a dics\u0151s\u00e9g. A legjobb kutat\u00e1si foly\u00f3iratok csak akkor publik\u00e1lj\u00e1k a munk\u00e1dat, ha az izgalmas \u00e9s pozit\u00edv. Teh\u00e1t egy kutat\u00f3, aki gyorsan feljebb akar jutni a rangl\u00e9tr\u00e1n, maga d\u00f6nt a tanulm\u00e1ny eredm\u00e9ny\u00e9r\u0151l \u00fagy, hogy az seg\u00edtheti a tanulm\u00e1nya publik\u00e1l\u00e1s\u00e1t, mivel ez nagyban meghat\u00e1rozza a j\u00f6v\u0151j\u00e9t a kutat\u00e1si ter\u00fcleten.<\/li>\n\n\n\n<li>Az orvosi kutat\u00e1sban egy mag\u00e1nc\u00e9g finansz\u00edrozza a kutat\u00f3kat a k\u00edv\u00e1nt eredm\u00e9ny el\u00e9r\u00e9se \u00e9rdek\u00e9ben. Ha az eredm\u00e9ny negat\u00edv, a v\u00e1llalat le\u00e1ll\u00edthatja a finansz\u00edroz\u00e1st. Ennek elker\u00fcl\u00e9se \u00e9rdek\u00e9ben a kutat\u00f3k gyakran elhallgatj\u00e1k a negat\u00edvnak bizonyul\u00f3 eredm\u00e9nyeket.<\/li>\n\n\n\n<li>Egy kutat\u00f3 p\u00e9nz\u00fcgyi helyzete els\u0151sorban att\u00f3l f\u00fcgg, hogy a k\u00f6zz\u00e9tett tanulm\u00e1nya milyen id\u00e9zetts\u00e9get gener\u00e1l. \u00c9s a pozit\u00edv eredm\u00e9nyek t\u00f6bb id\u00e9zetet kapnak, mint a negat\u00edvak, ez\u00e9rt a kutat\u00f3k gyakran hajlamosak pozit\u00edv tanulm\u00e1nyokat publik\u00e1lni, hogy tiszteletet \u00e9s h\u00edrnevet szerezzenek.<\/li>\n<\/ul>\n\n\n\n<h2>Komoly probl\u00e9ma-e a publik\u00e1ci\u00f3s elfogults\u00e1g?<\/h2>\n\n\n\n<p>Ha a publik\u00e1ci\u00f3s torz\u00edt\u00e1s okait l\u00e1tjuk, akkor azok a kutat\u00f3 szempontj\u00e1b\u00f3l igazolhat\u00f3ak, \u00e9s az emberek egy\u00fctt \u00e9rezhetnek vel\u00fck, de vajon okoz-e komoly gondot?<\/p>\n\n\n\n<p>Igen, ez v\u00e9gzetesnek bizonyul, k\u00fcl\u00f6n\u00f6sen az orvosi kutat\u00e1sok eset\u00e9ben, mivel emberi \u00e9letekr\u0151l van sz\u00f3, \u00e9s mindent, amit tal\u00e1lnak, ak\u00e1r pozit\u00edv, ak\u00e1r negat\u00edv, k\u00f6zz\u00e9 kell tenni\u00fck, mivel az embereknek joguk van tudni, hogy mi a j\u00f3 \u00e9s mi nem.<\/p>\n\n\n\n<p>Most, ha a kutat\u00f3k \u00fagy tal\u00e1lj\u00e1k, hogy egy gy\u00f3gyszer hal\u00e1los, \u00e9s ha k\u00f6zz\u00e9tesznek egy cikket, amelyben azt \u00edrj\u00e1k, hogy ez j\u00f3, hogy finansz\u00edroz\u00e1st kapjanak az adott c\u00e9gt\u0151l, gondoljunk azokra az emberekre, akik emiatt szenvedni fognak.<\/p>\n\n\n\n<p>Ez\u00e9rt, m\u00e9g ha a kutat\u00f3knak ezernyi oka is van, k\u00e1ros a publik\u00e1ci\u00f3s torz\u00edt\u00e1s, \u00e9s ezt minden\u00e1ron el kell ker\u00fclni.<\/p>\n\n\n\n<h2>Hogyan ker\u00fclj\u00fck el a publik\u00e1ci\u00f3s elfogults\u00e1got<\/h2>\n\n\n\n<p>El\u0151sz\u00f6r is, a kutat\u00f3 lelkiismerete, hogy ezt megakad\u00e1lyozza, \u00e9s h\u0171 maradjon a forr\u00e1s\u00e1hoz. Ahelyett, hogy olyan tanulm\u00e1nyokat publik\u00e1ln\u00e1nak, amelyeknek csak pozit\u00edv eredm\u00e9nyei vannak, etikai erk\u00f6lcs\u00fcknek kell lennie, hogy b\u00e1rmit is tal\u00e1lnak, ak\u00e1r pozit\u00edv, ak\u00e1r negat\u00edv eredm\u00e9nyt, k\u00f6zz\u00e9tegyenek.<\/p>\n\n\n\n<ul>\n<li>Annak \u00e9rdek\u00e9ben, hogy a kutat\u00f3 mindent, amit tal\u00e1l, beadjon, az egyik m\u00f3dja a regisztr\u00e1lt jelent\u00e9sek el\u0151zetes \u00f6sszegy\u0171jt\u00e9se, ami azt jelenti, hogy a kutat\u00f3nak be kell ny\u00fajtania a foly\u00f3irathoz egy alaprajzot arr\u00f3l, hogy mit fog kutatni, \u00e9s a tervezett kutat\u00e1si m\u00f3dszereket. Ezzel a kutat\u00f3nak nincs m\u00e1s v\u00e1laszt\u00e1sa, mint mindent rendben elv\u00e9gezni \u00e9s mindent, amit tal\u00e1l, beny\u00fajtani a foly\u00f3irathoz, mivel az egy\u00e9rtelm\u0171 l\u00e9p\u00e9sek el\u0151re meg vannak eml\u00edtve.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>Egy m\u00e1sik lehet\u0151s\u00e9g, hogy kapcsolatba l\u00e9p\u00fcnk a negat\u00edv eredm\u00e9nyeket publik\u00e1l\u00f3 foly\u00f3iratokkal, hogy a kutat\u00f3 \u00e1tfog\u00f3 k\u00e9pet kapjon, \u00e9s mi felt\u00e1rjuk a kutat\u00e1s m\u00f6g\u00f6tti igazs\u00e1got.<\/li>\n<\/ul>\n\n\n\n<h2>Min\u0151s\u00e9gi vizu\u00e1lis kommunik\u00e1ci\u00f3val jav\u00edtsa a pap\u00edrok hat\u00e1s\u00e1t \u00e9s l\u00e1that\u00f3s\u00e1g\u00e1t<\/h2>\n\n\n\n<p>Tudta, hogy min\u0151s\u00e9gi vizu\u00e1lis kommunik\u00e1ci\u00f3val jav\u00edthatja az \u00fajs\u00e1gok hat\u00e1s\u00e1t \u00e9s l\u00e1that\u00f3s\u00e1g\u00e1t? Igen, a <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a> infografikus eszk\u00f6zzel lehets\u00e9ges, \u00e9s nagyobb el\u00e9rhet\u0151s\u00e9get biztos\u00edt a kutat\u00e1si dokumentumoknak, \u00e9s seg\u00edt jav\u00edtani a pap\u00edr bemutat\u00e1s\u00e1t. Regisztr\u00e1ljon most, hogy a lehet\u0151 legjobban kihaszn\u00e1lhassa ezt az eszk\u00f6zt.<\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\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=\"Hogyan kell | Szerkeszt\u00e9s diagram Mind the Graph\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/SexsMyHnCZ0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">N\u00f6velje a kutat\u00e1som illusztr\u00e1ci\u00f3kkal<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\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>Egy tanulm\u00e1nynak az \u00e9rem mindk\u00e9t oldala megvan, de gyakran nem vessz\u00fck \u00e9szre a negat\u00edv oldal\u00e1t. Ismerje meg r\u00e9szletesen, mi a publik\u00e1ci\u00f3s torz\u00edt\u00e1s, \u00e9s hogyan ker\u00fclheti el.<\/p>","protected":false},"author":33,"featured_media":26087,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Publication Bias: All You Need To Know<\/title>\n<meta name=\"description\" content=\"A study has both sides of the coin, but we often miss its negative side. Learn in detail what publication bias is and how to avoid it.\" \/>\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\/hu\/kiadvany-bias\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publication Bias: All You Need To Know\" \/>\n<meta property=\"og:description\" content=\"A study has both sides of the coin, but we often miss its negative side. 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She holds MBA in Agribusiness Management and now is working as a content writer. She loves to play with words and hopes to make a difference in the world through her writings. Apart from writing, she is interested in reading fiction novels and doing craftwork. She also loves to travel and explore different cuisines and spend time with her family and friends.","url":"https:\/\/mindthegraph.com\/blog\/hu\/author\/sowjanya\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/posts\/26079"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/comments?post=26079"}],"version-history":[{"count":4,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/posts\/26079\/revisions"}],"predecessor-version":[{"id":26089,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/posts\/26079\/revisions\/26089"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/media\/26087"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/media?parent=26079"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/categories?post=26079"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/hu\/wp-json\/wp\/v2\/tags?post=26079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}