{"id":26160,"date":"2023-01-10T17:15:13","date_gmt":"2023-01-10T20:15:13","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/what-is-sustainable-fuel-copy\/"},"modified":"2024-12-05T16:10:47","modified_gmt":"2024-12-05T19:10:47","slug":"cronbach-alpha","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/cs\/cronbach-alfa\/","title":{"rendered":"Jakou roli hraje Cronbachova alfa a jak ji interpretujete?"},"content":{"rendered":"<p>Spolehlivost se dost\u00e1v\u00e1 do pop\u0159ed\u00ed, kdy\u017e se prom\u011bnn\u00e9 vytvo\u0159en\u00e9 ze sou\u010dtov\u00fdch \u0161k\u00e1l pou\u017e\u00edvaj\u00ed jako prediktivn\u00ed slo\u017eky v objektivn\u00edch modelech. Vzhledem k tomu, \u017ee sou\u010dtov\u00e9 \u0161k\u00e1ly se skl\u00e1daj\u00ed ze vz\u00e1jemn\u011b propojen\u00fdch polo\u017eek, kter\u00e9 maj\u00ed hodnotit z\u00e1kladn\u00ed prom\u011bnn\u00e9, je velmi d\u016fle\u017eit\u00e9 v\u011bd\u011bt, zda by stejn\u00fd soubor polo\u017eek vedl ke stejn\u00fdm odpov\u011bd\u00edm na identick\u00e9 ot\u00e1zky, pokud by byly p\u0159epracov\u00e1ny a znovu zad\u00e1ny stejn\u00fdm respondent\u016fm.<\/p>\n\n\n\n<p>Prom\u011bnn\u00e9 jsou pova\u017eov\u00e1ny za spolehliv\u00e9 pouze tehdy, pokud poskytuj\u00ed stabiln\u00ed a spolehliv\u00e9 reakce b\u011bhem n\u011bkolika proveden\u00ed testu.&nbsp;<\/p>\n\n\n\n<p>Cronbachova alfa je metoda pro z\u00edsk\u00e1n\u00ed odpov\u011bd\u00ed pot\u0159ebn\u00fdch k tvrzen\u00ed o spolehlivosti prom\u011bnn\u00fdch. Pokra\u010dujte ve \u010dten\u00ed a zjist\u011bte v\u00edce o Cronbachov\u011b alf\u011b a o tom, jak ji interpretovat.&nbsp;<\/p>\n\n\n\n<h2>Co je to Cronbachova alfa a k \u010demu se pou\u017e\u00edv\u00e1?<\/h2>\n\n\n\n<p>Cronbachovo alfa je metoda hodnocen\u00ed reliability, kter\u00e1 porovn\u00e1v\u00e1 mno\u017estv\u00ed sd\u00edlen\u00e9 prom\u011bnn\u00e9 neboli kovariance mezi mnoha polo\u017ekami, kter\u00e9 tvo\u0159\u00ed n\u00e1stroj, s mno\u017estv\u00edm celkov\u00e9 prom\u011bnn\u00e9. Pokud je n\u00e1stroj spolehliv\u00fd, mus\u00ed b\u00fdt mezi v\u0161emi polo\u017ekami hodn\u011b kovariance ve vztahu k rozptylu.<\/p>\n\n\n\n<p>Cronbachovo alfa se vypo\u010d\u00edt\u00e1 zpr\u016fm\u011brov\u00e1n\u00edm v\u0161ech mysliteln\u00fdch split-half reliabilit. Cronbachovo alfa lze vypo\u010d\u00edtat pomoc\u00ed v\u011bt\u0161iny dnes pou\u017e\u00edvan\u00fdch statistick\u00fdch softwarov\u00fdch program\u016f, kter\u00e9 jsou \u010dasto u\u017eite\u010dn\u00e9 pro zkoum\u00e1n\u00ed, jak\u00e1 bude Cronbachova alfa po vy\u0159azen\u00ed ur\u010dit\u00e9 polo\u017eky. Pokud se Cronbachovo alfa po odstran\u011bn\u00ed polo\u017eky v\u00fdrazn\u011b zv\u00fd\u0161\u00ed, nemus\u00ed tato polo\u017eka do m\u011b\u0159en\u00ed pat\u0159it.<\/p>\n\n\n\n<p>Co to p\u0159esn\u011b znamen\u00e1? Za\u010dn\u011bme spolehlivost\u00ed. P\u0159edpokl\u00e1dejme, \u017ee osoba vypln\u00ed pr\u016fzkum spokojenosti. Pokud p\u0159i opakovan\u00e9m vypln\u011bn\u00ed dotazn\u00edku stejnou osobou za stejn\u00fdch podm\u00ednek dojde ke stejn\u00fdm nebo srovnateln\u00fdm v\u00fdsledk\u016fm, je va\u0161e hodnocen\u00ed spokojenosti velmi spolehliv\u00e9 (konstantn\u00ed). Pokud v\u0161ak osoba provede Pr\u016fzkum spokojenosti dvakr\u00e1t po sob\u011b p\u0159i zachov\u00e1n\u00ed stejn\u00e9 \u00farovn\u011b skute\u010dn\u00e9 spokojenosti a jeden v\u00fdsledek vykazuje silnou spokojenost a druh\u00fd n\u00edzkou spokojenost, bude toto m\u011b\u0159\u00edtko zcela nespolehliv\u00e9.<\/p>\n\n\n\n<p>Zjednodu\u0161en\u011b \u0159e\u010deno, Cronbachovo alfa poskytuje jednoduchou techniku pro ur\u010den\u00ed, zda je sk\u00f3re spolehliv\u00e9, \u010di nikoli. Pou\u017e\u00edv\u00e1 se s my\u0161lenkou, \u017ee m\u00e1te mnoho polo\u017eek m\u011b\u0159\u00edc\u00edch stejn\u00fd z\u00e1kladn\u00ed faktor: nap\u0159\u00edklad pro pr\u016fzkum spokojenosti m\u016f\u017eete m\u00edt \u0161est ot\u00e1zek, z nich\u017e ka\u017ed\u00e1 se pt\u00e1 na samostatn\u00fd probl\u00e9m, ale kdy\u017e se zkombinuj\u00ed, lze je pova\u017eovat za m\u011b\u0159\u00edtko celkov\u00e9 spokojenosti.<\/p>\n\n\n\n<h3>Vzorec Cronbachova alfa<\/h3>\n\n\n\n<p>Cronbachovo alfa se obvykle po\u010d\u00edt\u00e1 pomoc\u00ed statistick\u00e9ho softwaru. Na druhou stranu v\u00e1m m\u016f\u017ee pomoci, kdy\u017e budete v\u011bd\u011bt, jak ji vypo\u010d\u00edtat sami.&nbsp;<\/p>\n\n\n\n<p>Cronbachova alfa se vypo\u010d\u00edt\u00e1 takto.<\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/oYNyBlGZtkvD0bE1p0dwcR2srs6WWc0p4nfiUhMOSahy_LZtZh1ULWyj9lY76Tup_ZDxEzYwO_r3S9FJ03sXDaQbsIDRnz92VPxTUiA3etJUT5iacrah2hTraWk00rulI1vkJWWBDM_sIvi_yKGUB9pvwzKhIg5h92Ud14Sne5Z4Oc78FXfwhRq47wnKcQ\" alt=\"\"\/><\/figure><\/div>\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>N = je po\u010det v\u011bc\u00ed.&nbsp;<\/p>\n\n\n\n<p>c\u0305 = ozna\u010duje kovarianci mezi prvky.&nbsp;<\/p>\n\n\n\n<p>v\u0305 = ozna\u010duje rozptyl polo\u017eky.<\/p>\n\n\n\n<p>Cronbachovo alfa se vypo\u010d\u00edt\u00e1 vyd\u011blen\u00edm pr\u016fm\u011brn\u00e9 kovariance pr\u016fm\u011brn\u00fdm celkov\u00fdm rozptylem. Pro dosa\u017een\u00ed vysok\u00e9 hodnoty alfa je nutn\u00e1 zna\u010dn\u00e1 kovariance vzhledem k rozptylu polo\u017eek, p\u0159i\u010dem\u017e v\u011bt\u0161inu celkov\u00e9 variability tvo\u0159\u00ed vazba mezi ot\u00e1zkami. Za zm\u00ednku tak\u00e9 stoj\u00ed, \u017ee p\u0159i p\u0159id\u00e1n\u00ed v\u00edce polo\u017eek m\u00e1 Cronbachovo alfa tendenci stoupat.<\/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\/Banner3-1024x410.png\" alt=\"\" class=\"wp-image-55425\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1024x410.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-768x307.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1536x615.png 1536w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-2048x820.png 2048w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-18x7.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-100x40.png 100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2>Jak ji interpretovat?<\/h2>\n\n\n\n<p>P\u0159edpokl\u00e1dejme, \u017ee poradensk\u00e1 firma chce prov\u00e9st pr\u016fzkum, aby zjistila, jak jsou spot\u0159ebitel\u00e9 spokojeni s rychlost\u00ed jej\u00edch slu\u017eeb. Vytvo\u0159\u00edte \u010dty\u0159i n\u00ed\u017ee uveden\u00e9 ot\u00e1zky pr\u016fzkumu:&nbsp;<\/p>\n\n\n\n<p>Polo\u017eky:<\/p>\n\n\n\n<ol>\n<li>Na m\u016fj dotaz bylo odpov\u011bzeno v\u010das.&nbsp;<\/li>\n\n\n\n<li>Jsem spokojen s rychlost\u00ed, s jakou byla slu\u017eba poskytnuta.&nbsp;<\/li>\n\n\n\n<li>Doba, po kterou jsem musel \u010dekat na slu\u017eby, byla p\u0159ijateln\u00e1.&nbsp;<\/li>\n\n\n\n<li>S poskytovan\u00fdmi slu\u017ebami jsem spokojen.<\/li>\n<\/ol>\n\n\n\n<p>V\u0161echny tyto ot\u00e1zky pou\u017e\u00edvaj\u00ed p\u011btibodovou Likertovu stupnici, kde 1 znamen\u00e1 velmi nespokojen a 5 velmi spokojen.&nbsp;<\/p>\n\n\n\n<p>K proveden\u00ed t\u00e9to anal\u00fdzy je t\u0159eba nejprve vypo\u010d\u00edtat celkovou Cronbachovu alfa a pot\u00e9 ji p\u0159epo\u010d\u00edtat s vynech\u00e1n\u00edm ka\u017ed\u00e9 polo\u017eky, abyste z\u00edskali dal\u0161\u00ed poznatky a d\u016fle\u017eit\u00e9 informace o ka\u017ed\u00e9 polo\u017ece.&nbsp;<\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/8iNs-o10yNQ2tqXtqjjOgZcvPAdowQwUTOOB8kR4wOW52z_GvWU_NcPndpWeGw0GpjKrXpw8dHgi5ba-OEsQzTVZXLUfMMs2l0GeKPYW7VSYxe-WZwyRZ5jaSP0cC79tOa_1UxGeTfqsrrifk226caW7ZBvODhiacqpYrP3uz1TPXpVWgWm4eiOUlLPhAQ\" alt=\"\"\/><\/figure><\/div>\n\n\n<p><a href=\"https:\/\/i0.wp.com\/statisticsbyjim.com\/wp-content\/uploads\/2022\/07\/Cronbachs_alpha.png?w=441&amp;ssl=1\"><\/a><\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Celkov\u00e1 hodnota Cronbachova alfa je 0,7853. V\u011bt\u0161ina lid\u00ed by ji pova\u017eovala za p\u0159ijatelnou. Vynech\u00e1n\u00ed polo\u017eky 4 v\u0161ak vedlo ke sk\u00f3re 0,921674, co\u017e nazna\u010duje, \u017ee pouze polo\u017eky 1, 2 a 3 p\u0159edstavuj\u00ed rychlost obsluhy z\u00e1kazn\u00edka. Polo\u017eka 4 by m\u011bla b\u00fdt odstran\u011bna nebo revidov\u00e1na a znovu testov\u00e1na.<\/p>\n\n\n\n<h2>Velk\u00fd dopad a v\u011bt\u0161\u00ed viditelnost va\u0161\u00ed pr\u00e1ce<\/h2>\n\n\n\n<p>Pou\u017eit\u00edm vizu\u00e1ln\u00edch prost\u0159edk\u016f ve sv\u00e9 pr\u00e1ci m\u016f\u017eete zv\u00fd\u0161it jej\u00ed viditelnost a zapamatovatelnost. Lid\u00e9 si mnohem v\u00edce pamatuj\u00ed obr\u00e1zky, kter\u00e9 vid\u00ed, ne\u017e slova, kter\u00e1 \u010dtou, a proto jsou vizu\u00e1ln\u00ed prost\u0159edky ide\u00e1ln\u00edm zp\u016fsobem, jak zv\u00fd\u0161it srozumitelnost. Pou\u017e\u00edvejte str\u00e1nky <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Pozor na graf<\/a> vytv\u00e1\u0159et \u00fa\u017easn\u00e9 infografiky, ilustrace a plak\u00e1ty na podporu va\u0161\u00ed pr\u00e1ce.<\/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=\"V\u00fdukov\u00fd program | Vytvo\u0159en\u00ed procesn\u00ed infografiky na Mind the Graph\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/KW8f-mA6dqA?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\">Zvy\u0161te sv\u016fj v\u00fdzkum pomoc\u00ed ilustrac\u00ed<\/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>Cronbachova alfa je nejlep\u0161\u00edm p\u0159\u00edstupem k hodnocen\u00ed spolehlivosti pr\u016fzkumu. P\u0159e\u010dt\u011bte si o n\u00ed v\u00edce a zjist\u011bte, jak ji interpretovat.<\/p>","protected":false},"author":28,"featured_media":26169,"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>What is the role of Cronbach&#039;s Alpha and how do you interpret it?<\/title>\n<meta name=\"description\" content=\"Cronbach&#039;s Alpha is the best approach to assess survey reliability. 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