{"id":28001,"date":"2023-05-18T09:45:53","date_gmt":"2023-05-18T12:45:53","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=28001"},"modified":"2023-05-24T09:48:10","modified_gmt":"2023-05-24T12:48:10","slug":"what-is-ecological-fallacy","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/et\/what-ecological-fallacy\/","title":{"rendered":"Mis on \u00f6koloogiline eksitus: P\u00f5hjalik \u00fclevaade"},"content":{"rendered":"<p>\u00d6koloogiline eksitus on olnud olemas juba peaaegu sajandit, kuid see on statistilises anal\u00fc\u00fcsis endiselt probleemiks. See probleem v\u00f5ib olla eksitav ja viia oluliste uuringute eba\u00f5igete tulemusteni. \u00d6koloogiline eksitus m\u00f5jutab t\u00f5siselt valdkondi, sealhulgas rahvatervist, sotsiaalteadusi ja poliitikakujundamist, kus valikuid tehakse sageli koondatud andmete p\u00f5hjal.&nbsp;<\/p>\n\n\n\n<p>K\u00e4esolevas artiklis antakse p\u00f5hjalik vastus k\u00fcsimusele \"Mis on \u00f6koloogiline eksitus?\", andes \u00fclevaate selle m\u00e4\u00e4ratlusest, p\u00f5hjustest ja tegelikest n\u00e4idetest. P\u00e4rast selle artikli lugemist saavad lugejad paremad teadmised \u00f6koloogilisest eksitusest ja selle t\u00e4htsusest andmete \u00f5igel t\u00f5lgendamisel.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mis on \u00f6koloogiline eksitus?<\/h2>\n\n\n\n<p>\u00d6koloogiline eksitus on statistiline viga, mis juhtub siis, kui j\u00e4reldusi \u00fcksikisikute kohta tehakse r\u00fchmade andmete p\u00f5hjal. See tekib siis, kui eeldame, et grupi tasandi suundumused kehtivad ka \u00fcksikisikutele selles grupis. See eeldus v\u00f5ib aga olla petlik ja viia valede j\u00e4reldusteni.<\/p>\n\n\n\n<p>Oletame, et soovime v\u00f5rrelda linnas A ja linnas B elavate isikute keskmist sissetulekut. Me avastame, et keskmine sissetulek linnas A on suurem kui keskmine sissetulek linnas B. Kuid oletada, et k\u00f5ik linnas A elavad inimesed teenivad rohkem kui k\u00f5ik linnas B, oleks \u00f6koloogiline eksitus. Tegelikult v\u00f5ivad m\u00f5ned inimesed linnas A teenida v\u00e4hem kui teatud inimesed linnas B.<\/p>\n\n\n\n<p>\u00d6koloogiline eksitus v\u00f5ib tekkida mis tahes valdkonnas, kus andmeid hinnatakse, alates sotsiaalteadustest kuni epidemioloogiani. Eriti oluline on see rahvatervise uuringutes, kus see v\u00f5ib viia ebat\u00e4psete j\u00e4reldusten tegemiseni sekkumiste t\u00f5hususe v\u00f5i haiguste levimuse kohta.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mis p\u00f5hjustab \u00f6koloogilist eksitust?<\/h2>\n\n\n\n<p>Selleks, et t\u00f5eliselt vastata k\u00fcsimusele \"mis on \u00f6koloogiline eksitus?\", peate m\u00f5istma ka selle p\u00f5hjuseid.&nbsp;<\/p>\n\n\n\n<p>R\u00fchmatasandi andmete kogumise protsess on \u00fcks element, mis aitab kaasa \u00f6koloogilistele eksimustele. See protsess on analoogne kokkuv\u00f5tte koostamisega, mille puhul v\u00f5ivad olulised \u00fcksikasjad kaduma minna v\u00f5i olla varjatud. Lisaks v\u00f5ivad uurijad uskuda, et k\u00f5ik inimesed r\u00fchmas jagavad \u00fchesuguseid omadusi v\u00f5i k\u00e4itumist, mille tulemuseks on andmete valesti t\u00f5lgendamine.<\/p>\n\n\n\n<p>Kuigi teadlased koguvad statistilisi andmeid, et \u00fcldistada valimilt \u00fcldkogumile, v\u00f5ib nende andmete v\u00e4\u00e4ritim\u00f5istmine v\u00f5i nende kohta v\u00e4ljenduslike eelduste tegemine viia \u00f6koloogiliste eksituste tekkimiseni.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kuidas v\u00e4ltida \u00f6koloogilist eksitust?<\/h2>\n\n\n\n<p>\u00d6koloogilise eksituse v\u00e4ltimiseks tuleb andmeid p\u00f5hjalikult anal\u00fc\u00fcsida nii r\u00fchma kui ka \u00fcksikisiku tasandil tegureid, mis v\u00f5ivad tulemusi m\u00f5jutada. Siin on m\u00f5ned meetmed, mida v\u00f5ite v\u00f5tta \u00f6koloogilise eksituse v\u00e4ltimiseks:<\/p>\n\n\n\n<ol>\n<li><strong>V\u00f5tke arvesse individuaalse tasandi tegureid: <\/strong>Andmete hindamisel on oluline arvestada individuaalse tasandi aspekte, mis v\u00f5ivad m\u00f5jutada tulemusi. Vanus, sugu, haridus ja t\u00f6\u00f6h\u00f5ive on n\u00e4ited sellistest kriteeriumidest. Neid elemente arvesse v\u00f5ttes v\u00f5ite paremini m\u00f5ista andmete keerukust ja v\u00e4ltida ebat\u00e4psete j\u00e4relduste tegemist r\u00fchmade v\u00f5i populatsioonide kohta.<\/li>\n\n\n\n<li><strong>V\u00e4ltige eelduste kujundamist r\u00fchma homogeensuse kohta:<\/strong> Teine strateegia \u00f6koloogilise eksituse v\u00e4ltimiseks on r\u00fchmade homogeensuse eelduste v\u00e4ltimine. \u00dcksikisikud ei jaga samu omadusi v\u00f5i tegevusi ainult seet\u00f5ttu, et nad kuuluvad samasse r\u00fchma. Selle eelduse k\u00f5rvaldamisega saate andmeid t\u00e4psemalt hinnata ja teha sobivaid j\u00e4reldusi.<\/li>\n\n\n\n<li><strong>Olge teadlik statistiliste andmete piirangutest:<\/strong> V\u00e4ga oluline on olla teadlik statistiliste andmete piirangutest ja anal\u00fc\u00fcsida hoolikalt keskkonda, milles andmed koguti. See v\u00f5ib aidata teil v\u00e4ltida ebaadekvaatsetel v\u00f5i kallutatud andmetel p\u00f5hinevaid ekslikke j\u00e4reldusi.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">N\u00e4iteid \u00f6koloogilise eksituse kohta&nbsp;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">N\u00e4ide 1<\/h3>\n\n\n\n<p>Uuringus, milles v\u00f5rreldi eri linnade kuritegevuse m\u00e4\u00e4ra, oli suurema sisser\u00e4ndajate osakaaluga linnade kuritegevuse m\u00e4\u00e4r madalam. \u00d6koloogiline eksitus tekkis aga siis, kui m\u00f5ned inimesed j\u00e4reldasid, et see t\u00e4hendab, et \u00fcksikud sisser\u00e4ndajad panevad v\u00e4hem kuritegusid toime. Tegelikult n\u00e4itas statistika lihtsalt, et suurema sisser\u00e4ndajate osakaaluga kogukondadel oli madalam kuritegevuse m\u00e4\u00e4r, kuid see ei andnud mingit teavet \u00fcksikute sisser\u00e4ndajate k\u00e4itumise kohta.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">N\u00e4ide 2<\/h3>\n\n\n\n<p>Suurema kohvitarbimisega riikides on s\u00fcdamehaiguste esinemissagedus v\u00e4iksem. \u00d6koloogiline eksitus tekkis, kui m\u00f5ned inimesed j\u00e4reldasid, et inimestel, kes joovad rohkem kohvi, on v\u00e4iksem risk haigestuda s\u00fcdamehaigustesse. Tegelikult n\u00e4itasid andmed lihtsalt, et suurema kohvitarbimisega riikides oli s\u00fcdamehaiguste esinemissagedus v\u00e4iksem kui riikides, kus kohvi tarbimine oli v\u00e4iksem. Selles uuringus ei uuritud individuaalse tasandi seost kohvijoomise ja s\u00fcdamehaiguste riski vahel.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">N\u00e4ide 3<\/h3>\n\n\n\n<p>Riigi haridustaseme ja vaesuse m\u00e4\u00e4ra vahel on negatiivne seos. \u00d6koloogiline eksitus tekkis siis, kui m\u00f5ned inimesed eeldasid, et haridustaseme t\u00f5us v\u00e4hendab paratamatult vaesuse m\u00e4\u00e4ra. Tegelikult n\u00e4itas statistika lihtsalt, et k\u00f5rgema haridustasemega osariikides oli vaesuse m\u00e4\u00e4r tervikuna madalam kui madalama haridustasemega osariikides. Selles uuringus ei uuritud individuaalse tasandi seost hariduse ja vaesuse vahel ega hinnatud muid v\u00f5imalikke tegureid, mis v\u00f5ivad vaesuse m\u00e4\u00e4ra m\u00f5jutada.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Lisage oma plakatitele visuaalset m\u00f5ju teaduslike illustratsioonidega<\/h2>\n\n\n\n<p>Illustratsioonide kiireks ja lihtsaks lisamiseks oma t\u00f6\u00f6le soovitame kasutada Mind the Graph. Mind the Graph abil saate kiiresti luua kvaliteetseid teaduslikke illustratsioone, mis lisavad teie plakatitele professionaalse ilme. Nende h\u00f5lpsasti kasutatav platvorm v\u00f5imaldab teil valida teaduslikult t\u00e4psete illustratsioonide raamatukogust ja kohandada neid vastavalt oma vajadustele.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"600\" height=\"394\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/12\/3yuqz9n9m78.gif\" alt=\"\" class=\"wp-image-25763\"\/><\/figure><\/div>\n\n\n<div style=\"height:21px\" 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\">Alusta infograafikute loomist<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Mis on \u00f6koloogiline eksitus: avastage selle p\u00f5hjused, kuidas seda v\u00e4ltida ja reaalseid n\u00e4iteid p\u00f5hjalikus \u00fclevaates.<\/p>","protected":false},"author":28,"featured_media":28005,"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 - 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