{"id":25422,"date":"2022-11-04T15:01:38","date_gmt":"2022-11-04T18:01:38","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/scientific-writing-copy\/"},"modified":"2022-11-21T15:53:47","modified_gmt":"2022-11-21T18:53:47","slug":"research-data","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/et\/teadusandmed\/","title":{"rendered":"Uurimisandmed koos n\u00e4idetega"},"content":{"rendered":"<p>Probleemide lahendamiseks ja n\u00e4htuse kirjeldamiseks toetuvad teadlased suurel m\u00e4\u00e4ral andmetele. Vastused paljudele k\u00fcsimustele tulenevad uurimisandmetest. Kuidas te vastaksite k\u00fcsimusele, kui esialgu ei oleks mingit teavet? Andmete kaevandamise abil saab avastada huvitavaid mustreid ja paljastada hulgaliselt teavet.<\/p>\n\n\n\n<p>Nende loodud teavet m\u00f5jutavad andmed, mida nad uurivad, nende eesm\u00e4rgid ja lugejate vaatenurgad. Teadlased peaksid j\u00e4\u00e4ma erapooletuks, kui nad uurivad andmeid hoolikalt ja j\u00e4\u00e4vad vastuv\u00f5tlikuks tundmatutele suundumustele, kontseptsioonidele ja tulemustele. Vaatleme, mis on uurimisandmed ja millised on kategooriad.<\/p>\n\n\n\n<h2>Mis on uurimisandmed?<\/h2>\n\n\n\n<p>Uurimisandmed on teave, mida kogutakse, dokumenteeritakse, koostatakse v\u00f5i genereeritakse, et kinnitada esialgsete uurimistulemuste usaldusv\u00e4\u00e4rsust. Uurimisandmed, sealhulgas kirjavahetuse kirjed ja laboratooriumiaruanded, on sageli digitaalsed, kuid v\u00f5ivad olla ka mittedigitaalsed.<\/p>\n\n\n\n<p>Uurimisandmed on midagi enamat kui lihtsalt numbrid. Mis tahes materjali, mida kasutatakse ja anal\u00fc\u00fcsitakse teadust\u00f6\u00f6ks, loetakse uurimisandmeteks. Teatud akadeemilistes valdkondades kasutatakse terminit \"uurimismaterjalid\" sagedamini kui \"uurimisandmed\".&nbsp;<\/p>\n\n\n\n<p>Uurimisandmete kogumiseks on mitmeid viise. \u00dche teadlase t\u00f6\u00f6ga saadavate uurimisandmete hulk ei ole piiratud. Andmeid on mitmesuguseid, n\u00e4iteks videoklippe, statistikat, graafikat, transkriptsioone, helifaile, transkribeeritud intervjuusid, eksperimentide andmeid, programmide koodi ja palju muud.<\/p>\n\n\n\n<h2>&nbsp;N\u00e4iteid uurimisandmetest<\/h2>\n\n\n\n<p>Uurimisandmete kogumiseks on mitmeid viise. Siin on m\u00f5ned v\u00f5imalused:<\/p>\n\n\n\n<ul>\n<li>failid, n\u00e4iteks dokumendid ja tabelid<\/li>\n\n\n\n<li>Laboratooriumide, \u00f5ppek\u00e4ikude ja p\u00e4evikute m\u00e4rkmikud<\/li>\n\n\n\n<li>Koodiraamatud, transkribeeritud intervjuud ja k\u00fcsimustikud<\/li>\n\n\n\n<li>Videokassetid ja audiokassetid<\/li>\n\n\n\n<li>Pildid, videosalvestised<\/li>\n\n\n\n<li>Katse tulemused<\/li>\n\n\n\n<li>Slaid, objekt, \"n\u00e4idis\" v\u00f5i \"juhtumiuuring\".<\/li>\n\n\n\n<li>Digiteeritud v\u00e4ljundarhiivid<\/li>\n\n\n\n<li>Sisend-\/v\u00e4ljundandmed<\/li>\n\n\n\n<li>Algoritm v\u00f5i mudel<\/li>\n\n\n\n<li>M\u00e4rkused<\/li>\n\n\n\n<li>Tarkvara sisendite, v\u00e4ljundite, logifailide ja andmestruktuuride anal\u00fc\u00fcs.<\/li>\n\n\n\n<li>Protsessid ja metoodika<\/li>\n<\/ul>\n\n\n\n<h2>Miks on teadusandmete jagamine oluline?<\/h2>\n\n\n\n<p>Andmete jagamine, selle asemel, et korrata juba avaldatud uuringuid, on kasulik viis, kuidas tugineda teiste teadlaste t\u00f6\u00f6le. Andmete jagamise kaudu saab uurimisteemasid ka meta-anal\u00fc\u00fcsida. Uurimistulemuste avalikustamine on n\u00fc\u00fcd paljude rahastamisasutuste ja institutsioonide n\u00f5ue.&nbsp;<\/p>\n\n\n\n<p>Andmete levitamine ja kasutamine teadusuuringute \u00f6kos\u00fcsteemis suureneb andmete parema jagamise, l\u00e4bipaistvuse ja teabe k\u00e4ttesaadavuse kaudu. Selle tulemusel saab avalik poliitika ja planeerimine saada teavet kvaliteetsemate ja paremini k\u00e4ttesaadavate faktide p\u00f5hjal.<\/p>\n\n\n\n<p>Andmete jagamisest said kasu nii teadlane kui ka uuringu sponsor. See julgustab teadlasi oma andmeid paremini haldama ja tagama, et andmed on kvaliteetsed, kui nende kolleegidel ja avalikkusel on neile juurdep\u00e4\u00e4s. Andmete jagamine soodustab teadlikkust ja edasisi teadusuuringuid oma erialal. Teadusuuringute sponsorid ja teadlased saavad andmete jagamisest kasu, sest see suurendab nende n\u00e4htavust ja tunnustust.<\/p>\n\n\n\n<p>Teadlaskond toetab suures osas andmete jagamist, kuid selle elluviimine n\u00f5uab palju aega, j\u00f5upingutusi ja ressursse. Andmete jagamiseks ettevalmistamiseks on oluline hoolikalt dokumenteerida andmekogumismeetodid ja uurimistulemused.<\/p>\n\n\n\n<h2>Uurimisandmete allikad<\/h2>\n\n\n\n<p>Uurimisandmeid on v\u00f5imalik genereerida erinevatel p\u00f5hjustel ja mitut meetodit kasutades. Allpool on loetletud m\u00f5ned n\u00e4ited:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>Vaatlusandmed:<\/strong> K\u00e4itumist v\u00f5i tegevust j\u00e4lgitakse ja salvestatakse vaatlusandmetena. Andmete kogumiseks kasutatakse mitmesuguseid meetodeid, sealhulgas vaatlust, k\u00fcsimustikuuringuid ning j\u00e4lgimisseadmete ja -vahendite kasutamist.<\/li>\n\n\n\n<li><strong>Eksperimentaalsed andmed:<\/strong>&nbsp;Muutuja muutmisel on teadlaste eesm\u00e4rk luua erinevus v\u00f5i tekitada muutus, sekkudes aktiivselt. Teadlased saavad tavaliselt m\u00e4\u00e4rata p\u00f5hjuslikke seoseid, kasutades katseandmeid, ja rakendada tulemusi laialdaselt. Selliste andmete taastootmisega kaasnevad tavaliselt kulud.<\/li>\n\n\n\n<li><strong>Simulatsiooniandmed:<\/strong> Simulatsiooniandmete saamiseks j\u00e4ljendavad arvutimudelid realistlike protsesside k\u00e4itumist aja jooksul. V\u00e4ljundandmed on olulisemad kui metaandmed ja katsemudelitest genereeritud mudel.&nbsp;<\/li>\n\n\n\n<li><strong>Tuletatud\/koostatud andmed:<\/strong>&nbsp; Andmed, mida on muudetud eelmistest andmestikest. Juhul kui need kaovad, saab neid reprodutseerida, kuid see l\u00e4heks v\u00e4ga kalliks maksma. Kolmem\u00f5\u00f5tmelised mudelid ja andmebaaside koostamine on n\u00e4ited.<\/li>\n\n\n\n<li><strong>Viide- v\u00f5i kanoonilised andmed:<\/strong> Tegemist on kompaktsemate avaldatud ja hoolikalt koostatud andmekogumite mahukate kogumikega. N\u00e4iteks v\u00f5ib olla geenij\u00e4rjestusi sisaldav andmebaas, aatomistruktuure sisaldav andmebaas v\u00f5i koordinaate sisaldav andmebaas.<\/li>\n<\/ul>\n\n\n\n<h2>Teie t\u00f6\u00f6 m\u00f5ju ja n\u00e4htavuse suurendamine&nbsp;<\/h2>\n\n\n\n<p>On teatatud, et graafiliste kokkuv\u00f5tetega artiklid teevad 8 korda rohkem sotsiaalmeedia jagamisi. N\u00fc\u00fcd saate aru, kui oluline on lisada oma artiklitesse piisavalt graafikat.&nbsp;<\/p>\n\n\n\n<p>\u00d5nneks on seda n\u00fc\u00fcd v\u00e4ga lihtne teha. Veebilehega <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a>saate luua illustratsioone, plakateid ja graafilisi kokkuv\u00f5tteid vaid paari hiirekl\u00f5psuga. V\u00f5ite lasta neid ka meie ekspertidel kohandada. \u00c4rge oodake enam, tehke seda juba t\u00e4na!<\/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=\"Kuidas | Graafikute loomine Mind the Graph-sse\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/vks4vD98isQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" 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\">Loo efektiivseid teadusfiguurid minutitega<\/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>Andmete kaevandamine v\u00f5imaldab huvitavaid mustreid ja rikkaliku teabe avastamist. Vaatleme, mis on uurimisandmed ja nende kategooriad.<\/p>","protected":false},"author":27,"featured_media":25432,"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>Research Data Explained with Examples<\/title>\n<meta name=\"description\" content=\"Mining data allows interesting patterns and uncovering a wealth of information. 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She is currently pursuing a master's degree in Bioentrepreneurship from Karolinska Institute. She is interested in health and diseases, global health, socioeconomic development, and women's health. As a science enthusiast, she is keen in learning more about the scientific world and wants to play a part in making a difference.","sameAs":["http:\/\/linkedin.com\/in\/aayushizaveri"],"url":"https:\/\/mindthegraph.com\/blog\/et\/author\/aayuyshi\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/posts\/25422"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/comments?post=25422"}],"version-history":[{"count":6,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/posts\/25422\/revisions"}],"predecessor-version":[{"id":25444,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/posts\/25422\/revisions\/25444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/media\/25432"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/media?parent=25422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/categories?post=25422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/et\/wp-json\/wp\/v2\/tags?post=25422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}