{"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\/ja\/academic-data\/","title":{"rendered":"\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u306a\u30c7\u30fc\u30bf\u3002\u30c7\u30fc\u30bf\u5206\u6790\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u304c\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f"},"content":{"rendered":"<p><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/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>\u3057\u304b\u3057\u3001\u3059\u3079\u3066\u306e\u5171\u540c\u7814\u7a76\u304c\u6210\u529f\u3059\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5931\u6557\u3082\u3042\u308b\u3002\u5f53\u6642\u3001\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5927\u5b66\u30d0\u30fc\u30af\u30ec\u30fc\u6821\u306e\u5927\u5b66\u9662\u751f\u3060\u3063\u305f\u653f\u6cbb\u5b66\u306e\u5c02\u9580\u5bb6\u3001\u30c7\u30d3\u30c3\u30c9\u30fb\u30d6\u30eb\u30c3\u30af\u30de\u30f3\u6c0f\u306f\u3001\u5225\u306e\u653f\u6cbb\u5b66\u306e\u8ad6\u6587\u304b\u3089\u4e0d\u6b63\u3092\u6307\u6458\u3055\u308c\u305f\u3002\u3053\u306e\u3088\u3046\u306a\u3053\u3068\u306f\u3001\u30a2\u30ab\u30c7\u30df\u30ba\u30e0\u306e\u4e16\u754c\u3067\u306f\u6065\u305a\u3079\u304d\u3053\u3068\u3067\u3042\u308a\u3001\u305b\u3063\u304b\u304f\u306e\u4fe1\u983c\u304c\u640d\u306a\u308f\u308c\u3066\u3057\u307e\u3046\u3002\u3053\u306e\u3088\u3046\u306a\u4e8b\u614b\u3092\u907f\u3051\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3060\u308d\u3046\u304b\u3002<\/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=\"\u30c7\u30fc\u30bf\u5206\u6790\u30d5\u30ea\u30fc\u30e9\u30f3\u30b5\u30fc\" 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>\u8cea\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u89e3\u6c7a\u7b56\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u95a2\u9023\u306e\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3046\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u3092\u96c7\u3046\u3053\u3068\u3082\u3001\u305d\u306e\u89e3\u6c7a\u7b56\u306e1\u3064\u306b\u306a\u308a\u5f97\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u95a2\u9023\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u535a\u58eb\u3084\u30dd\u30b9\u30c9\u30af\u3092\u96c7\u3046\u7406\u7531\u306e\u30c8\u30c3\u30d73\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>a) <em>\u67d4\u8edf\u6027\u3002<\/em> A <a title=\"\" href=\"https:\/\/www.kolabtree.com\/find-an-expert?expertise=Data%20Analysis\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30c7\u30fc\u30bf\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8<\/a> \u307e\u305f\u3001\u5916\u90e8\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b5\u30fc\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u30bf\u30b9\u30af\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u77e5\u898b\u3092\u30af\u30ed\u30b9\u30c1\u30a7\u30c3\u30af\u3059\u308b\u5c02\u9580\u5bb6\u304c\u5fc5\u8981\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3057\u3001\u4ed6\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e00\u90e8\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5fc5\u8981\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4e88\u7b97\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u7814\u7a76\u8cac\u4efb\u8005\uff08PI\uff09\u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u3092\u67d4\u8edf\u306b\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>b) <em>\u5c02\u9580\u77e5\u8b58\u3002<\/em> \u73fe\u4ee3\u306e\u7814\u7a76\u8005\u306f\u3001\u904e\u53bb\u306b\u6bd4\u3079\u3066\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u5165\u624b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u3053\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u304c\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u3088\u308a\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u65b9\u6cd5\u304c\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u5927\u5b66\u304c\u300c\u63a1\u7528\u51cd\u7d50\u300d\u3092\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u3046\u3057\u305f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5b66\u5185\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u306f\u3001\u7c21\u5358\u306b\u624b\u306b\u5165\u3089\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3082\u3057\u5229\u7528\u3067\u304d\u305f\u3068\u3057\u3066\u3082\u3001\u3053\u308c\u3089\u306e\u5927\u5b66\u306e\u5c02\u9580\u5bb6\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u632f\u308a\u56de\u3055\u308c\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u5916\u90e8\u306e\u5c02\u9580\u5bb6\u3092\u96c7\u3046\u3053\u3068\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5186\u6ed1\u306b\u9032\u3081\u3001\u5fc5\u8981\u3068\u3055\u308c\u308b\u51fa\u7248\u7269\u3092\u671f\u9650\u5185\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>c) <em>\u30bf\u30a4\u30e0\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u884c\u3046\u3002<\/em> \u307b\u3068\u3093\u3069\u306e\u5b66\u90e8\u306f\u6642\u9593\u3068\u306e\u6226\u3044\u3067\u3001\u9650\u3089\u308c\u305f\u6642\u9593\u67a0\u306e\u4e2d\u3067\u8cea\u306e\u9ad8\u3044\u51fa\u7248\u7269\u3092\u4f5c\u308a\u51fa\u3055\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u300c\u51fa\u7248\u3059\u308b\u304b\u6ec5\u3073\u308b\u304b\u300d\u304c\u30de\u30f3\u30c8\u30e9\u3067\u3042\u308a\u3001\u6ec5\u3073\u308b\u3068\u3044\u3046\u9078\u629e\u80a2\u306f\u306a\u3044\u306e\u3067\u3059\u3002\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u306f\u3001\u5b66\u90e8\u3068\u305d\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u304c\u77ed\u6642\u9593\u3067\u751f\u7523\u7684\u306b\u306a\u308b\u306e\u3092\u52a9\u3051\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/li>\n<\/ol>\n<p><a title=\"\u7814\u7a76\u30fb\u79d1\u5b66\u6280\u8853\u5354\u529b\" href=\"https:\/\/www.kolabtree.com\/\">\u5b66\u8853\u7814\u7a76\u306e\u5171\u540c\u5316\u304c\u9032\u3080<\/a> \u8fd1\u5e74\u3067\u306f\u3001\u7c73\u56fd\u306f\u3082\u3061\u308d\u3093\u3001EU\u3067\u3082\u30c7\u30fc\u30bf\u5171\u6709\u306e\u53d6\u308a\u7d44\u307f\u304c\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u907a\u4f1d\u5b66\u7814\u7a76\u306e\u5206\u91ce\u3067\u306f\u3001\u7279\u306b\u6b21\u4e16\u4ee3\u30b7\u30fc\u30b1\u30f3\u30b5\u30fc\u3092\u7528\u3044\u305f\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u306e\u89e3\u6790\u306f\u3001\u304c\u3093\u3001\u7cd6\u5c3f\u75c5\u3001\u795e\u7d4c\u75be\u60a3\u306a\u3069\u306e\u75be\u60a3\u3068\u306e\u6226\u3044\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3084\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u306e\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u306e\u89e3\u6790\u306f\u3001\u793e\u4f1a\u3001\u7d4c\u6e08\u3001\u533b\u7642\u3001\u884c\u52d5\u306e\u69d8\u3005\u306a\u554f\u984c\u306b\u5bfe\u3059\u308b\u6d1e\u5bdf\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u5b66\u8853\u7814\u7a76\u8005\u304c\u3053\u308c\u3089\u306e\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u306b\u9b45\u4e86\u3055\u308c\u308b\u306e\u306f\u5f53\u7136\u306e\u3053\u3068\u3067\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308c\u3070\u3001\u3088\u308a\u591a\u304f\u306e\u7814\u7a76\u8ab2\u984c\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u3057\u304b\u3057\u3001\u5b66\u8853\u754c\u306f\u719f\u7df4\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c02\u9580\u5bb6\u306e\u4e0d\u8db3\u306b\u76f4\u9762\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u306f\u3001\u3042\u306a\u305f\u306e\u8ca0\u62c5\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/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 political science expert who was back then a graduate student of UC Berkeley, pointed out irregularities from another political science paper. Such incidences cause embarrassment and hurt the hard earned credibility in academia. Could these incidences be avoided? Several solutions can be proposed to ensure quality data. Hiring a freelance expert to provide data science<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/academic-data\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/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\/ja\/academic-data\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\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, a political science expert who was back then a graduate student of UC Berkeley, pointed out irregularities from another political science paper. Such incidences cause embarrassment and hurt the hard earned credibility in academia. Could these incidences be avoided? Several solutions can be proposed to ensure quality data. Hiring a freelance expert to provide data scienceRead More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/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=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Aditi Joshi\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\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\/ja\/academic-data\/","og_locale":"ja_JP","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, a political science expert who was back then a graduate student of UC Berkeley, pointed out irregularities from another political science paper. Such incidences cause embarrassment and hurt the hard earned credibility in academia. Could these incidences be avoided? Several solutions can be proposed to ensure quality data. 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