{"id":1272,"date":"2015-11-30T11:36:56","date_gmt":"2015-11-30T11:36:56","guid":{"rendered":"http:\/\/localhost\/blog\/?p=1272"},"modified":"2017-04-10T09:29:35","modified_gmt":"2017-04-10T09:29:35","slug":"academic-data","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/de\/academic-data\/","title":{"rendered":"Akademische Daten: Sind freiberufliche Experten f\u00fcr die Datenanalyse erforderlich?"},"content":{"rendered":"<p><a href=\"https:\/\/www.kolabtree.com\/blog\/de\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">Forschung<\/a> in universities often benefits from the structured environment of academia. Unlike in small business or industry settings, intra-mural (within university) collaborations allow various experts to contribute to the research. Generally, academia does not suffer from a shortage of expertise due to collaborative efforts.<\/p>\n<p>Doch nicht alle Kooperationen sind erfolgreich, und es passieren Fehler. David Broockmann, ein Experte f\u00fcr Politikwissenschaft, der damals an der UC Berkeley studierte, wies auf Unregelm\u00e4\u00dfigkeiten in einer anderen politikwissenschaftlichen Arbeit hin. Solche Vorkommnisse sind peinlich und schaden der hart erarbeiteten Glaubw\u00fcrdigkeit in der akademischen Welt. K\u00f6nnten diese Vorf\u00e4lle vermieden werden?<\/p>\n<p><a href=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1273 size-medium\" src=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o-300x239.jpg\" alt=\"Datenanalyse Freiberufler\" width=\"300\" height=\"239\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o-300x239.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o.jpg 440w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>Um die Qualit\u00e4t der Daten zu gew\u00e4hrleisten, k\u00f6nnen mehrere L\u00f6sungen vorgeschlagen werden. Die Beauftragung eines freiberuflichen Experten f\u00fcr datenwissenschaftliche Beratungen kann eine dieser L\u00f6sungen sein. Hier er\u00f6rtern wir die drei wichtigsten Gr\u00fcnde f\u00fcr die Beauftragung eines freiberuflichen Doktors oder Post-Docs f\u00fcr datenwissenschaftliche Projekte:<\/p>\n<ol>\n<li>a) <em>Flexibilit\u00e4t:<\/em> A <a title=\"\" href=\"https:\/\/www.kolabtree.com\/find-an-expert?expertise=Data%20Analysis\">freiberuflicher Datenexperte<\/a> k\u00f6nnen je nach Bedarf eingestellt werden; dar\u00fcber hinaus k\u00f6nnen die Aufgaben, die den Beitrag eines externen freiberuflichen Experten erfordern, sehr unterschiedlich sein. Beispielsweise kann eine Forschungsgruppe einen Experten ben\u00f6tigen, um ihre Ergebnisse aus der Datenanalyse gegenzupr\u00fcfen, w\u00e4hrend andere einen Datenwissenschaftler f\u00fcr die Durchf\u00fchrung eines Teils des Projekts ben\u00f6tigen. Ein Principal Investigator (PI) mit einem begrenzten Budget kann von der Flexibilit\u00e4t der Beauftragung eines freiberuflichen Experten profitieren.<\/li>\n<li>b) <em>Fachwissen:<\/em> Heutzutage stehen den Wissenschaftlern mehr Daten zur Verf\u00fcgung als in der Vergangenheit. Diese Verf\u00fcgbarkeit von Daten hat zu neueren Methoden der Datenanalyse gef\u00fchrt. Da viele Universit\u00e4ten einen Einstellungsstopp verh\u00e4ngt haben, sind interne Experten f\u00fcr Datenwissenschaften, die diese gro\u00dfen Datenmengen verarbeiten k\u00f6nnen, nicht ohne weiteres verf\u00fcgbar. Wenn sie verf\u00fcgbar sind, k\u00f6nnen diese Universit\u00e4tsexperten mit Projekten \u00fcberlastet sein. Durch die Beauftragung eines externen Experten wird sichergestellt, dass die Projekte reibungslos ablaufen und die dringend ben\u00f6tigten Ver\u00f6ffentlichungen rechtzeitig erscheinen.<\/li>\n<li>c) <em>Zeitmanagement:<\/em> Die meisten Fakult\u00e4ten befinden sich in einem Wettlauf mit der Zeit und m\u00fcssen innerhalb eines begrenzten Zeitrahmens hochwertige Ver\u00f6ffentlichungen herausbringen. \"Ver\u00f6ffentlichen oder untergehen\" ist das Mantra, und untergehen ist keine Option. Ein freiberuflicher Experte kann Fakult\u00e4ten und ihren Forschungsgruppen helfen, innerhalb kurzer Zeit produktiv zu sein.<\/li>\n<\/ol>\n<p><a title=\"Forschung\/Wissenschaftliche Zusammenarbeit\" href=\"https:\/\/www.kolabtree.com\/\">Akademische Forschung wird immer kollaborativer<\/a> In den letzten Jahren wurden in den USA und auch in der EU weitere Initiativen zur gemeinsamen Nutzung von Daten gestartet. Im Bereich der Genforschung, insbesondere bei der Sequenzierung der n\u00e4chsten Generation, kann uns die Analyse von \"Big Data\" beispielsweise bei der Bek\u00e4mpfung von Krankheiten wie Krebs, Diabetes und neurologischen St\u00f6rungen helfen. Dar\u00fcber hinaus liefert die Analyse von Big Data\" aus sozialen Medien oder tragbaren Ger\u00e4ten Einblicke in verschiedene soziale, wirtschaftliche, medizinische und verhaltensbezogene Fragen. Es ist nicht verwunderlich, dass sich akademische Forscher f\u00fcr diese \"Big Data\" interessieren. Je mehr Daten zur Verf\u00fcgung stehen, desto mehr Forschungsfragen k\u00f6nnen beantwortet werden. Allerdings k\u00f6nnte es an den Hochschulen einen Mangel an qualifizierten Experten f\u00fcr Datenwissenschaften geben. Ein freiberuflicher Experte kann Ihnen diese Last abnehmen.<\/p>","protected":false},"excerpt":{"rendered":"<p>Research in universities often benefits from the structured environment of academia. Unlike in small business or industry settings, intra-mural (within university) collaborations allow various experts to contribute to the research. Generally, academia does not suffer from a shortage of expertise due to collaborative efforts. However, not all collaborations succeed and mistakes happen. David Broockmann, a<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/de\/academic-data\/\" title=\"Mehr lesen\">Mehr lesen<\/a><\/div>","protected":false},"author":9,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[185,179,183,184,182,174],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Academic Data: Are data analysis freelance experts necessary to handle it? - The Kolabtree Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/de\/academic-data\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Academic Data: Are data analysis freelance experts necessary to handle it?\" \/>\n<meta property=\"og:description\" content=\"Research in universities often benefits from the structured environment of academia. Unlike in small business or industry settings, intra-mural (within university) collaborations allow various experts to contribute to the research. Generally, academia does not suffer from a shortage of expertise due to collaborative efforts. However, not all collaborations succeed and mistakes happen. David Broockmann, aRead More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/de\/academic-data\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2015-11-30T11:36:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-04-10T09:29:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o-300x239.jpg\" \/>\n<meta name=\"author\" content=\"Aditi Joshi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Aditi Joshi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Academic Data: Are data analysis freelance experts necessary to handle it? - The Kolabtree Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kolabtree.com\/blog\/de\/academic-data\/","og_locale":"de_DE","og_type":"article","og_title":"Academic Data: Are data analysis freelance experts necessary to handle it?","og_description":"Research in universities often benefits from the structured environment of academia. Unlike in small business or industry settings, intra-mural (within university) collaborations allow various experts to contribute to the research. Generally, academia does not suffer from a shortage of expertise due to collaborative efforts. However, not all collaborations succeed and mistakes happen. David Broockmann, aRead More","og_url":"https:\/\/www.kolabtree.com\/blog\/de\/academic-data\/","og_site_name":"The Kolabtree Blog","article_publisher":"https:\/\/www.facebook.com\/kolabtree","article_published_time":"2015-11-30T11:36:56+00:00","article_modified_time":"2017-04-10T09:29:35+00:00","og_image":[{"url":"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o-300x239.jpg"}],"author":"Aditi Joshi","twitter_card":"summary_large_image","twitter_creator":"@kolabtree","twitter_site":"@kolabtree","twitter_misc":{"Verfasst von":"Aditi Joshi","Gesch\u00e4tzte Lesezeit":"2\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/#article","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/"},"author":{"name":"Aditi Joshi","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/545d7a27e95d6560c2790084ce29bb47"},"headline":"Academic Data: Are data analysis freelance experts necessary to handle it?","datePublished":"2015-11-30T11:36:56+00:00","dateModified":"2017-04-10T09:29:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/"},"wordCount":470,"commentCount":0,"publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"keywords":["Academia Data Experts","Data Analysis Freelancer","Data Experts","Data Science Experts","Hire Data Analysis","Hire Data Analysis Freelancer"],"articleSection":["Uncategorized"],"inLanguage":"de","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/","url":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/","name":"Academic Data: Are data analysis freelance experts necessary to handle it? - The Kolabtree Blog","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/#website"},"datePublished":"2015-11-30T11:36:56+00:00","dateModified":"2017-04-10T09:29:35+00:00","breadcrumb":{"@id":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.kolabtree.com\/blog\/fr\/academic-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kolabtree.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Academic Data: Are data analysis freelance experts necessary to handle it?"}]},{"@type":"WebSite","@id":"https:\/\/www.kolabtree.com\/blog\/#website","url":"https:\/\/www.kolabtree.com\/blog\/","name":"The Kolabtree Blog","description":"Expert Views on Science, Innovation and Product Development","publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kolabtree.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/www.kolabtree.com\/blog\/#organization","name":"Kolabtree","url":"https:\/\/www.kolabtree.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/","url":"","contentUrl":"","caption":"Kolabtree"},"image":{"@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/kolabtree","https:\/\/twitter.com\/kolabtree","https:\/\/instagram.com\/kolabtree","https:\/\/www.linkedin.com\/company\/kolabtree","https:\/\/en.m.wikipedia.org\/wiki\/Kolabtree"]},{"@type":"Person","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/545d7a27e95d6560c2790084ce29bb47","name":"Aditi Joshi","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b47300097b9171a78d0043ad1b56bc2d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b47300097b9171a78d0043ad1b56bc2d?s=96&d=mm&r=g","caption":"Aditi Joshi"},"description":"Aditi is an expert in the field of mind-body interactions. After completing a PhD in Human Physiology from the University of Oregon, her research focused on physiological changes associated with emotional blunting and stress. Apart from science, she is interested in food writing, art and art history.","url":"https:\/\/www.kolabtree.com\/blog\/de\/author\/aditij\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/posts\/1272"}],"collection":[{"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/comments?post=1272"}],"version-history":[{"count":7,"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/posts\/1272\/revisions"}],"predecessor-version":[{"id":1557,"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/posts\/1272\/revisions\/1557"}],"wp:attachment":[{"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/media?parent=1272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/categories?post=1272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/de\/wp-json\/wp\/v2\/tags?post=1272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}