{"id":1805,"date":"2018-04-01T20:44:58","date_gmt":"2018-04-01T18:44:58","guid":{"rendered":"https:\/\/cpp.web.amu.edu.pl\/?p=1805"},"modified":"2018-04-06T20:12:27","modified_gmt":"2018-04-06T18:12:27","slug":"marek-kwiek-in-scientometrics-high-research-productivity-in-vertically-undifferentiated-he-systems-who-are-the-top-performers","status":"publish","type":"post","link":"https:\/\/cpp.amu.edu.pl\/pl\/marek-kwiek-in-scientometrics-high-research-productivity-in-vertically-undifferentiated-he-systems-who-are-the-top-performers\/","title":{"rendered":"Marek Kwiek in &#8222;Scientometrics&#8221;! &#8222;High Research Productivity in Vertically Undifferentiated HE Systems: Who Are the Top Performers?&#8221;"},"content":{"rendered":"<p>Marek Kwiek has just published a paper in <strong>&#8222;Scientometrics&#8221;:<\/strong> &#8222;<strong>High Research Productivity in Vertically Undifferentiated Higher Education Systems: Who Are the Top Performers?<\/strong>&#8222;.<\/p>\n<p><em>Scientometrics,<\/em> April 2018, No. 115, Issue 1, pp. 415-462. Available <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11192-018-2644-7\">here<\/a> from the journal&#8217;s homepage or in <a href=\"https:\/\/cpp.web.amu.edu.pl\/wp-content\/uploads\/2018\/01\/Kwiek_Scientometrics_Top_Performers_2018.pdf\">PDF<\/a> (Open Access option).<\/p>\n<blockquote>\n<p><strong>Abstract:<\/strong><\/p>\n<p>The growing scholarly interest in research top performers comes from the growing policy interest in research top performance itself. A question emerges: what makes someone a top performer? In this paper, the upper 10% of Polish academics in terms of research productivity are studied, and predictors of entering this class are sought. In the science system (and Poland follows global patterns), a small number of scholars produce most of the works and attract huge numbers of citations. Performance determines rewards, and small differences in talent translate into a disproportionate level of success, leading to inequalities in resources, research outcomes, and rewards. Top performers are studied here through a bivariate analysis of their working time distribution and their academic role orientation, as well as through a model approach. Odds ratio estimates with logistic regression of being highly productive Polish academics are presented. Consistently across major clusters of academic disciplines, the tiny minority of 10% of academics produces about half (44.7%) of all Polish publications (48.0% of publications in English and 57.2% of internationally co-authored publications). The mean research productivity of top performers across major clusters is on average 7.3 times higher than that of the other academics, and in terms of internationally co-authored publications, 12.07 times higher. High inequality was observed: the average research productivity distribution is highly skewed with a long tail on the right not only for all Polish academics but also for top performers. The class of top performers is as internally stratified as that of their lower-performing colleagues. Separate regression models for all academics, science, technology, engineering and mathematics academics, and social sciences and humanities academics are built based on a large national sample (2525 usable observations), and implications are discussed.<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>Marek Kwiek has just published a paper in &#8222;Scientometrics&#8221;: &#8222;High Research Productivity in Vertically Undifferentiated Higher Education Systems: Who Are the Top Performers?&#8222;. Scientometrics, April 2018, No. 115, Issue 1, pp. 415-462. Available here from the journal&#8217;s homepage or in PDF (Open Access option). Abstract: The growing scholarly interest in research top performers comes from [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1812,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_links_to":"","_links_to_target":""},"categories":[39],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Marek Kwiek in &quot;Scientometrics&quot;! &quot;High Research Productivity in Vertically Undifferentiated HE Systems: Who Are the Top Performers?&quot;<\/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:\/\/cpp.amu.edu.pl\/pl\/marek-kwiek-in-scientometrics-high-research-productivity-in-vertically-undifferentiated-he-systems-who-are-the-top-performers\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Marek Kwiek in &quot;Scientometrics&quot;! &quot;High Research Productivity in Vertically Undifferentiated HE Systems: Who Are the Top Performers?&quot;\" \/>\n<meta property=\"og:description\" content=\"Marek Kwiek has just published a paper in &#8222;Scientometrics&#8221;: &#8222;High Research Productivity in Vertically Undifferentiated Higher Education Systems: Who Are the Top Performers?&#8222;. Scientometrics, April 2018, No. 115, Issue 1, pp. 415-462. Available here from the journal&#8217;s homepage or in PDF (Open Access option). Abstract: The growing scholarly interest in research top performers comes from [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cpp.amu.edu.pl\/pl\/marek-kwiek-in-scientometrics-high-research-productivity-in-vertically-undifferentiated-he-systems-who-are-the-top-performers\/\" \/>\n<meta property=\"og:site_name\" content=\"Center for Public Policy Studies\" \/>\n<meta property=\"article:published_time\" content=\"2018-04-01T18:44:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-04-06T18:12:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cpp.amu.edu.pl\/wp-content\/uploads\/2018\/01\/s1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"153\" \/>\n\t<meta property=\"og:image:height\" content=\"234\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marek Kwiek\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marek Kwiek\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/cpp.amu.edu.pl\/pl\/marek-kwiek-in-scientometrics-high-research-productivity-in-vertically-undifferentiated-he-systems-who-are-the-top-performers\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/cpp.amu.edu.pl\/pl\/marek-kwiek-in-scientometrics-high-research-productivity-in-vertically-undifferentiated-he-systems-who-are-the-top-performers\/\"},\"author\":{\"name\":\"Marek Kwiek\",\"@id\":\"https:\/\/cpp.amu.edu.pl\/#\/schema\/person\/f8d5958e6a754d53c450a534b8cff8ee\"},\"headline\":\"Marek Kwiek in &#8222;Scientometrics&#8221;! 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