{"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\/ro\/date-de-cercetare\/","title":{"rendered":"Date de cercetare explicate cu exemple"},"content":{"rendered":"<p>Pentru a rezolva probleme \u0219i a descrie un fenomen, cercet\u0103torii se bazeaz\u0103 \u00een mare m\u0103sur\u0103 pe date. R\u0103spunsurile la multe \u00eentreb\u0103ri provin din datele de cercetare. Cum a\u021bi putea r\u0103spunde la o \u00eentrebare dac\u0103 nu ar exista nicio informa\u021bie, pentru \u00eenceput? Prin extragerea datelor, pute\u021bi descoperi modele interesante \u0219i pute\u021bi descoperi o multitudine de informa\u021bii.<\/p>\n\n\n\n<p>Informa\u021biile pe care le creeaz\u0103 sunt influen\u021bate de datele pe care le exploreaz\u0103, de obiectivele lor \u0219i de perspectivele cititorilor lor. Cercet\u0103torii ar trebui s\u0103 r\u0103m\u00e2n\u0103 impar\u021biali ori de c\u00e2te ori exploreaz\u0103 datele cu aten\u021bie \u0219i r\u0103m\u00e2n receptivi la tendin\u021be, concepte \u0219i rezultate nefamiliare. S\u0103 analiz\u0103m ce sunt datele de cercetare \u0219i care sunt categoriile.<\/p>\n\n\n\n<h2>Ce sunt datele de cercetare?<\/h2>\n\n\n\n<p>Datele de cercetare sunt informa\u021bii colectate, documentate, compilate sau generate pentru a confirma credibilitatea rezultatelor ini\u021biale ale cercet\u0103rii. Datele de cercetare, inclusiv intr\u0103rile de coresponden\u021b\u0103 \u0219i \u00eenregistr\u0103rile de laborator, sunt adesea digitale, dar pot fi \u0219i nedigitale.<\/p>\n\n\n\n<p>Datele de cercetare nu se rezum\u0103 doar la cifre. Orice material utilizat \u0219i analizat pentru eforturile de cercetare este considerat date de cercetare. Termenul \"materiale de cercetare\" este folosit mai des dec\u00e2t \"date de cercetare\" \u00een anumite domenii academice.&nbsp;<\/p>\n\n\n\n<p>Exist\u0103 mai multe moduri de a colecta date de cercetare. Nu exist\u0103 nicio limit\u0103 \u00een ceea ce prive\u0219te cantitatea de date de cercetare care poate fi ob\u021binut\u0103 din activitatea unui cercet\u0103tor. Exist\u0103 multe tipuri de date, cum ar fi clipuri video, statistici, grafice, transcrieri, fi\u0219iere audio, interviuri transcrise, date din experimente, coduri pentru programe \u0219i multe altele.<\/p>\n\n\n\n<h2>&nbsp;Exemple de date de cercetare<\/h2>\n\n\n\n<p>Exist\u0103 mai multe moduri de a colecta date de cercetare. Iat\u0103 c\u00e2teva posibilit\u0103\u021bi:<\/p>\n\n\n\n<ul>\n<li>Fi\u0219iere, cum ar fi documente \u0219i foi de calcul<\/li>\n\n\n\n<li>Caiete pentru laboratoare, excursii \u0219i jurnale<\/li>\n\n\n\n<li>Caiete de coduri, interviuri transcrise \u0219i chestionare<\/li>\n\n\n\n<li>Casete video \u0219i casete audio<\/li>\n\n\n\n<li>Imagini, \u00eenregistr\u0103ri video<\/li>\n\n\n\n<li>Rezultatele testului<\/li>\n\n\n\n<li>Un diapozitiv, un obiect, un \"e\u0219antion\" sau un \"studiu de caz\".<\/li>\n\n\n\n<li>Arhivele de ie\u0219ire digitizate<\/li>\n\n\n\n<li>Date de intrare\/ie\u0219ire<\/li>\n\n\n\n<li>Un algoritm sau un model<\/li>\n\n\n\n<li>Adnot\u0103ri<\/li>\n\n\n\n<li>Analiza intr\u0103rilor \u0219i ie\u0219irilor software, a fi\u0219ierelor jurnal, a structurilor de date<\/li>\n\n\n\n<li>Procese \u0219i metodologii<\/li>\n<\/ul>\n\n\n\n<h2>De ce este important schimbul de date de cercetare?<\/h2>\n\n\n\n<p>\u00cemp\u0103rt\u0103\u0219irea datelor \u00een loc de reproducerea cercet\u0103rilor deja publicate este o modalitate avantajoas\u0103 de a valorifica munca colegilor cercet\u0103tori. Subiectele de cercetare pot fi, de asemenea, meta-analizate prin schimbul de date. \u00cemp\u0103rt\u0103\u0219irea public\u0103 a rezultatelor cercet\u0103rii este acum o cerin\u021b\u0103 a multor agen\u021bii \u0219i institu\u021bii de finan\u021bare.&nbsp;<\/p>\n\n\n\n<p>Distribu\u021bia \u0219i utilizarea datelor \u00een cadrul ecosistemului de cercetare sunt sporite prin \u00eembun\u0103t\u0103\u021birea schimbului de date, a transparen\u021bei \u0219i a disponibilit\u0103\u021bii informa\u021biilor. Ca urmare, politica \u0219i planificarea public\u0103 pot fi informate ca urmare a unor fapte de mai bun\u0103 calitate \u0219i mai accesibile.<\/p>\n\n\n\n<p>At\u00e2t cercet\u0103torul, c\u00e2t \u0219i sponsorul cercet\u0103rii au beneficiat de schimbul de date. Aceasta \u00eencurajeaz\u0103 cercet\u0103torii s\u0103 fie mai buni administratori ai datelor lor \u0219i s\u0103 se asigure c\u0103 datele sunt de \u00eenalt\u0103 calitate atunci c\u00e2nd colegii lor \u0219i publicul au acces la ele. Schimbul de date \u00eencurajeaz\u0103 con\u0219tientizarea \u0219i continuarea cercet\u0103rilor \u00een domeniile lor de expertiz\u0103. Sponsorii cercet\u0103rii \u0219i cercet\u0103torii pot beneficia de pe urma partaj\u0103rii datelor prin cre\u0219terea vizibilit\u0103\u021bii \u0219i a recunoa\u0219terii lor.<\/p>\n\n\n\n<p>Comunitatea \u0219tiin\u021bific\u0103 sprijin\u0103 \u00een mare m\u0103sur\u0103 schimbul de date, dar este nevoie de mult timp, efort \u0219i resurse pentru a face acest lucru posibil. Pentru a preg\u0103ti datele pentru partajare, este important s\u0103 documenta\u021bi cu aten\u021bie metodele de colectare a datelor \u0219i rezultatele cercet\u0103rii.<\/p>\n\n\n\n<h2>Surse de date de cercetare<\/h2>\n\n\n\n<p>Este posibil s\u0103 se genereze date de cercetare dintr-o varietate de motive \u0219i folosind mai multe metode. C\u00e2teva exemple sunt enumerate mai jos:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>Date observa\u021bionale:<\/strong> Comportamentul sau activitatea sunt observate \u0219i capturate ca date observa\u021bionale. Pentru colectarea datelor se utilizeaz\u0103 o varietate de metode, inclusiv observarea, anchetele prin chestionar \u0219i utilizarea de dispozitive \u0219i instrumente de monitorizare.<\/li>\n\n\n\n<li><strong>Date experimentale:<\/strong>&nbsp;Atunci c\u00e2nd o variabil\u0103 este modificat\u0103, cercet\u0103torii urm\u0103resc s\u0103 creeze o diferen\u021b\u0103 sau s\u0103 produc\u0103 o schimbare prin interven\u021bia activ\u0103. Cercet\u0103torii pot determina, de obicei, rela\u021biile de cauzalitate folosind date experimentale \u0219i pot aplica rezultatele la scar\u0103 larg\u0103. Reproducerea acestor tipuri de date are, de obicei, un cost asociat.<\/li>\n\n\n\n<li><strong>Date de simulare:<\/strong> Modelele computerizate imit\u0103 comportamentul unor procese realiste \u00een timp pentru a genera date de simulare. Datele de ie\u0219ire sunt mai importante dec\u00e2t metadatele \u0219i modelul generat de modelele de testare.&nbsp;<\/li>\n\n\n\n<li><strong>Date derivate\/compilate:<\/strong>&nbsp; Date modificate din e\u0219antioanele de date anterioare. \u00cen cazul \u00een care se pierd, acestea pot fi reproduse, dar costurile ar fi ridicate. Modelele tridimensionale \u0219i compilarea bazelor de date sunt exemple.<\/li>\n\n\n\n<li><strong>Date de referin\u021b\u0103 sau date canonice:<\/strong> Acestea sunt colec\u021bii substan\u021biale de seturi de date mai compacte, publicate \u0219i preg\u0103tite cu meticulozitate. Un exemplu ar putea fi o baz\u0103 de date care stocheaz\u0103 secven\u021be de gene, o baz\u0103 de date care con\u021bine structuri atomice sau o baz\u0103 de date care stocheaz\u0103 coordonate.<\/li>\n<\/ul>\n\n\n\n<h2>Cre\u0219terea impactului \u0219i a vizibilit\u0103\u021bii activit\u0103\u021bii dumneavoastr\u0103&nbsp;<\/h2>\n\n\n\n<p>S-a raportat c\u0103 articolele cu rezumate grafice fac de 8 ori mai multe distribuiri \u00een social media. Acum \u00een\u021belege\u021bi importan\u021ba includerii a suficiente grafice \u00een articolele dvs.&nbsp;<\/p>\n\n\n\n<p>Din fericire, acum este foarte simplu s\u0103 face\u021bi acest lucru. Cu <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a>, pute\u021bi crea ilustra\u021bii, postere \u0219i abstracte grafice \u00een doar c\u00e2teva clicuri. De asemenea, pute\u021bi s\u0103 le personaliza\u021bi de c\u0103tre exper\u021bii no\u0219tri. Nu mai a\u0219tepta\u021bi, face\u021bi-o ast\u0103zi!<\/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=\"Cum s\u0103 | Crea\u021bi diagrame pe 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\">Crea\u021bi figuri \u0219tiin\u021bifice eficiente \u00een c\u00e2teva minute<\/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>Extragerea datelor permite crearea de modele interesante \u0219i descoperirea unei bog\u0103\u021bii de informa\u021bii. S\u0103 analiz\u0103m ce sunt datele de cercetare \u0219i categoriile acestora.<\/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\/ro\/author\/aayuyshi\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/posts\/25422"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/comments?post=25422"}],"version-history":[{"count":6,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/posts\/25422\/revisions"}],"predecessor-version":[{"id":25444,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/posts\/25422\/revisions\/25444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/media\/25432"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/media?parent=25422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/categories?post=25422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ro\/wp-json\/wp\/v2\/tags?post=25422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}