{"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\/sl\/raziskovalni-podatki\/","title":{"rendered":"Raziskovalni podatki, razlo\u017eeni s primeri"},"content":{"rendered":"<p>Raziskovalci se pri re\u0161evanju problemov in opisovanju pojavov v veliki meri opirajo na podatke. Odgovori na \u0161tevilna vpra\u0161anja izhajajo iz raziskovalnih podatkov. Kako bi odgovorili na vpra\u0161anje, \u010de na za\u010detku ne bi imeli nobenih podatkov? Z rudarjenjem podatkov lahko odkrijete zanimive vzorce in odkrijete veliko informacij.<\/p>\n\n\n\n<p>Na informacije, ki jih ustvarjajo, vplivajo podatki, ki jih raziskujejo, njihovi cilji in pogledi bralcev. Raziskovalci morajo ostati nepristranski, kadar skrbno raziskujejo podatke in so dovzetni za neznane trende, koncepte in rezultate. Oglejmo si, kaj so raziskovalni podatki in katere so njihove kategorije.<\/p>\n\n\n\n<h2>Kaj so raziskovalni podatki?<\/h2>\n\n\n\n<p>Raziskovalni podatki so informacije, zbrane, dokumentirane, zbrane ali ustvarjene za potrditev verodostojnosti za\u010detnih rezultatov raziskave. Raziskovalni podatki, vklju\u010dno z dopisi in laboratorijskimi zapisi, so pogosto digitalni, lahko pa so tudi nedigitalni.<\/p>\n\n\n\n<p>Raziskovalni podatki so ve\u010d kot le \u0161tevilke. Vsako gradivo, ki se uporablja in analizira pri raziskovalnih prizadevanjih, se \u0161teje za raziskovalne podatke. Na nekaterih akademskih podro\u010djih se izraz \"raziskovalno gradivo\" uporablja pogosteje kot \"raziskovalni podatki\".&nbsp;<\/p>\n\n\n\n<p>Obstaja veliko na\u010dinov zbiranja raziskovalnih podatkov. \u0160tevilo raziskovalnih podatkov, ki jih je mogo\u010de pridobiti z delom enega raziskovalca, ni omejeno. Obstaja veliko vrst podatkov, kot so video posnetki, statisti\u010dni podatki, grafike, transkripcije, zvo\u010dne datoteke, prepisani intervjuji, podatki iz eksperimentov, kode programov in \u0161tevilni drugi.<\/p>\n\n\n\n<h2>&nbsp;Primeri raziskovalnih podatkov<\/h2>\n\n\n\n<p>Obstaja veliko na\u010dinov zbiranja raziskovalnih podatkov. Tukaj je nekaj mo\u017enosti:<\/p>\n\n\n\n<ul>\n<li>Datoteke, kot so dokumenti in preglednice.<\/li>\n\n\n\n<li>zvezki za laboratorije, izlete na teren in dnevniki<\/li>\n\n\n\n<li>Kode, prepisani intervjuji in vpra\u0161alniki<\/li>\n\n\n\n<li>Videokasete in avdiokasete<\/li>\n\n\n\n<li>Slike, videoposnetki<\/li>\n\n\n\n<li>Rezultati testa<\/li>\n\n\n\n<li>Diapozitiv, predmet, \"vzorec\" ali \"\u0161tudija primera\"<\/li>\n\n\n\n<li>Arhivi digitaliziranih izdelkov<\/li>\n\n\n\n<li>Vhodni\/izhodni podatki<\/li>\n\n\n\n<li>Algoritem ali model<\/li>\n\n\n\n<li>Anotacije<\/li>\n\n\n\n<li>Analiza vhodov in izhodov programske opreme, dnevni\u0161kih datotek, podatkovnih struktur<\/li>\n\n\n\n<li>Postopki in metodologije<\/li>\n<\/ul>\n\n\n\n<h2>Zakaj je pomembna izmenjava raziskovalnih podatkov?<\/h2>\n\n\n\n<p>Izmenjava podatkov namesto ponavljanja \u017ee objavljenih raziskav je ugoden na\u010din za nadgradnjo dela drugih raziskovalcev. Raziskovalne teme je mogo\u010de z izmenjavo podatkov tudi metaanalizirati. Javna izmenjava rezultatov raziskav je zdaj zahteva \u0161tevilnih agencij za financiranje in institucij.&nbsp;<\/p>\n\n\n\n<p>Z bolj\u0161o izmenjavo podatkov, preglednostjo in razpolo\u017eljivostjo informacij se pove\u010dujeta raz\u0161irjenost in uporaba podatkov v raziskovalnem ekosistemu. Posledi\u010dno se lahko javna politika in na\u010drtovanje oblikujeta na podlagi kakovostnej\u0161ih in dostopnej\u0161ih dejstev.<\/p>\n\n\n\n<p>Raziskovalec in naro\u010dnik raziskave sta imela koristi od izmenjave podatkov. Raziskovalce spodbuja k bolj\u0161emu upravljanju svojih podatkov in zagotavljanju visoke kakovosti podatkov, ko imajo do njih dostop njihovi kolegi in javnost. Izmenjava podatkov spodbuja ozave\u0161\u010denost in nadaljnje raziskave na njihovih strokovnih podro\u010djih. Sponzorjem raziskav in raziskovalcem lahko izmenjava podatkov koristi tako, da pove\u010da njihovo prepoznavnost in priznanje.<\/p>\n\n\n\n<p>Znanstvena skupnost v veliki meri podpira izmenjavo podatkov, vendar je za to potrebno veliko \u010dasa, truda in sredstev. Za pripravo podatkov za souporabo je treba skrbno dokumentirati metode zbiranja podatkov in rezultate raziskave.<\/p>\n\n\n\n<h2>Viri raziskovalnih podatkov<\/h2>\n\n\n\n<p>Raziskovalne podatke je mogo\u010de pridobiti iz razli\u010dnih razlogov in z uporabo ve\u010d metod. V nadaljevanju je navedenih nekaj primerov:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>Opazovalni podatki:<\/strong> Vedenje ali dejavnost se opazuje in zajame kot podatki opazovanja. Za zbiranje podatkov se uporabljajo razli\u010dne metode, vklju\u010dno z opazovanjem, anketami z vpra\u0161alniki ter uporabo naprav in instrumentov za spremljanje.<\/li>\n\n\n\n<li><strong>Eksperimentalni podatki:<\/strong>&nbsp;Pri spreminjanju spremenljivke \u017eelijo raziskovalci z aktivnim posegom ustvariti razliko ali povzro\u010diti spremembo. Raziskovalci lahko s pomo\u010djo eksperimentalnih podatkov obi\u010dajno dolo\u010dijo vzro\u010dno-posledi\u010dne odnose in lahko rezultate \u0161iroko uporabijo. Ponavljanje teh vrst podatkov je obi\u010dajno povezano s stro\u0161ki.<\/li>\n\n\n\n<li><strong>Simulacijski podatki:<\/strong> Ra\u010dunalni\u0161ki modeli posnemajo obna\u0161anje realnih procesov skozi \u010das in tako ustvarjajo simulacijske podatke. Izhodni podatki so pomembnej\u0161i od metapodatkov in modela, ustvarjenega na podlagi testnih modelov.&nbsp;<\/li>\n\n\n\n<li><strong>Izpeljani\/skupljeni podatki:<\/strong>&nbsp; Podatki, ki so spremenjeni iz prej\u0161njih vzorcev podatkov. V primeru izgube jih je mogo\u010de obnoviti, vendar bi bili stro\u0161ki visoki. Primera sta tridimenzionalni modeli in sestavljanje podatkovnih zbirk.<\/li>\n\n\n\n<li><strong>Referen\u010dni ali kanoni\u010dni podatki:<\/strong> Gre za obse\u017ene zbirke bolj zgo\u0161\u010denih objavljenih in skrbno pripravljenih zbirk podatkov. Primer je lahko podatkovna zbirka, v kateri so shranjena genska zaporedja, podatkovna zbirka, ki vsebuje atomske strukture, ali podatkovna zbirka, v kateri so shranjene koordinate.<\/li>\n<\/ul>\n\n\n\n<h2>Pove\u010danje vpliva in prepoznavnosti va\u0161ega dela&nbsp;<\/h2>\n\n\n\n<p>Poro\u010dali so, da imajo \u010dlanki z grafi\u010dnimi povzetki 8x ve\u010d delitev v dru\u017eabnih medijih. Zdaj razumete, kako pomembno je, da v \u010dlanke vklju\u010dite dovolj grafike.&nbsp;<\/p>\n\n\n\n<p>Na sre\u010do je to zdaj zelo preprosto. S spletno stranjo <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a>, lahko z nekaj kliki ustvarite ilustracije, plakate in grafi\u010dne izvle\u010dke. Na\u0161i strokovnjaki vam jih lahko tudi prilagodijo. Ne \u010dakajte ve\u010d in to storite \u0161e danes!<\/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=\"Kako | Ustvarjanje grafikonov na Mind the Graph\" 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\">Ustvarjanje u\u010dinkovitih znanstvenih figur v nekaj minutah<\/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>Rudarjenje podatkov omogo\u010da iskanje zanimivih vzorcev in odkrivanje \u0161tevilnih informacij. Oglejmo si, kaj so raziskovalni podatki in njihove kategorije.<\/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. Let&#039;s look at what is research data and its categories.\" \/>\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\/sl\/raziskovalni-podatki\/\" \/>\n<meta property=\"og:locale\" content=\"sl_SI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research data explained with examples\" \/>\n<meta property=\"og: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\/sl\/author\/aayuyshi\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/posts\/25422"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/comments?post=25422"}],"version-history":[{"count":6,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/posts\/25422\/revisions"}],"predecessor-version":[{"id":25444,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/posts\/25422\/revisions\/25444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/media\/25432"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/media?parent=25422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/categories?post=25422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/sl\/wp-json\/wp\/v2\/tags?post=25422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}