{"id":118,"date":"2016-07-25T08:00:51","date_gmt":"2016-07-25T15:00:51","guid":{"rendered":"http:\/\/ecampus.oregonstate.edu\/research\/?p=118"},"modified":"2017-11-16T10:51:33","modified_gmt":"2017-11-16T18:51:33","slug":"e17","status":"publish","type":"post","link":"https:\/\/ecampus.oregonstate.edu\/research\/podcast\/e17\/","title":{"rendered":"RIA # 17: Dr. Jason Osborne on Data Cleaning"},"content":{"rendered":"<p>&nbsp;<\/p>\n<div id=\"attachment_119\" style=\"width: 160px\" class=\"wp-caption alignleft\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-119\" data-attachment-id=\"119\" data-permalink=\"https:\/\/ecampus.oregonstate.edu\/research\/podcast\/e17\/jwo_headshot\/\" data-orig-file=\"https:\/\/i0.wp.com\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/JWO_headshot.jpg?fit=2174%2C2401&amp;ssl=1\" data-orig-size=\"2174,2401\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;6.3&quot;,&quot;credit&quot;:&quot;Patrick D. Wright&quot;,&quot;camera&quot;:&quot;NIKON D700&quot;,&quot;caption&quot;:&quot;Nov. 12, 2015 - Jason Osborne, associate provost and dean of graduate studies at Sikes Hall.&quot;,&quot;created_timestamp&quot;:&quot;1447345763&quot;,&quot;copyright&quot;:&quot;(c) 2015 Patrick D. Wright&quot;,&quot;focal_length&quot;:&quot;95&quot;,&quot;iso&quot;:&quot;400&quot;,&quot;shutter_speed&quot;:&quot;0.004&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Jason Osborne\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Dr. Jason Osborne&lt;\/p&gt;\n\" data-large-file=\"https:\/\/i0.wp.com\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/JWO_headshot.jpg?fit=927%2C1024&amp;ssl=1\" class=\"size-thumbnail wp-image-119\" src=\"https:\/\/i0.wp.com\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/JWO_headshot.jpg?resize=150%2C150&#038;ssl=1\" alt=\"Dr. Jason Osborne\" width=\"150\" height=\"150\" srcset=\"https:\/\/i0.wp.com\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/JWO_headshot.jpg?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/JWO_headshot.jpg?zoom=2&amp;resize=150%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/JWO_headshot.jpg?zoom=3&amp;resize=150%2C150&amp;ssl=1 450w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><p id=\"caption-attachment-119\" class=\"wp-caption-text\">Dr. Jason Osborne<\/p><\/div>\n<p>On this episode, Katie is\u00a0joined by Dr. Jason Osborne, Associate Provost and Dean of the Graduate School at Clemson University in Clemson, SC, where he is also Professor of Applied Statistics in the Department of Mathematical Sciences and in Public Health Sciences.\u00a0 He is author of over 70 peer-reviewed articles and seven books, many of which focus on best practices in statistical methods. He has also been active in research related to social justice, educational psychology, and evaluation.\u00a0His work has been cited in scholarly publications over 10,000 times according to Google Scholar, and he is also an Accredited Professional Statistician<sup>tm<\/sup> (awarded by the American Statistical Association).\u00a0 Jason is a 3<sup>rd<\/sup> degree black belt in Songahm Tae Kwon Do, and the proud father of three, each of which he considers an outlier in the positive tail of the distribution of awesomeness.<\/p>\n<p><strong><a href=\"https:\/\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/Ep-17-Jason-Osborne-Transcript.docx\">Transcript<\/a><\/strong> (.docx)<\/p>\n<div style=\"clear: both;\"><iframe loading=\"lazy\" src=\"https:\/\/w.soundcloud.com\/player\/?url=https%3A\/\/api.soundcloud.com\/playlists\/244532697&amp;color=ff5500&amp;auto_play=false&amp;hide_related=false&amp;show_comments=true&amp;show_user=true&amp;show_reposts=false\" width=\"100%\" height=\"310\" frameborder=\"no\" scrolling=\"no\"><\/iframe><\/div>\n<h2>Show Notes<\/h2>\n<p>Would you like to incorporate this episode of &#8220;Research in Action&#8221; into your course?\u00a0Download the\u00a0<strong><a href=\"https:\/\/ecampus.oregonstate.edu\/research\/wp-content\/uploads\/Episode-17-Podcast-Instructor-Guide-1.pdf\">Episode 17 Instructor Guide<\/a><\/strong>\u00a0(.pdf) or\u00a0visit our\u00a0<a href=\"https:\/\/ecampus.oregonstate.edu\/research\/podcast\/instructor-guides\/\"><strong>Podcast<\/strong>\u00a0<strong>Instructor Guides<\/strong>\u00a0<\/a>page to find additional information.<\/p>\n<p><strong>Segment 1<\/strong>: Data cleaning [00:00-11:35]<\/p>\n<p>In this first segment, Jason talks about what constitutes data cleaning and why data cleaning practices are so important to do before data analysis takes place.<\/p>\n<p>In this segment, the following resources are mentioned:<\/p>\n<ul>\n<li><a href=\"https:\/\/scholar.google.com\/citations?user=eHZ6auAAAAAJ&amp;hl=en&amp;cstart=0&amp;pagesize=20\" target=\"_blank\" rel=\"noopener\">According to Google Scholar<\/a>, Jason\u2019s scholarly publications have been cited over 10,000 times<\/li>\n<li>See <a href=\"https:\/\/us.sagepub.com\/en-us\/nam\/author\/jason-w-osborne\" target=\"_blank\" rel=\"noopener\">all of Dr. Jason Osborne\u2019s books<\/a>, including <a href=\"https:\/\/us.sagepub.com\/en-us\/nam\/best-practices-in-data-cleaning\/book235006\" target=\"_blank\" rel=\"noopener\"><em>Best Practices in Data Cleaning<\/em><\/a>, from SAGE Publishing<\/li>\n<li><a href=\"http:\/\/www.amstat.org\/\" target=\"_blank\" rel=\"noopener\">American Statistical Association<\/a><\/li>\n<\/ul>\n<p><strong>Segment 2<\/strong>: Myths and practicalities of data cleaning [11:36-22:59]<\/p>\n<p>In segment two, Jason discusses some of the pervasive myths of data cleaning and debunks the myths based on his book <em>Best Practices in Data Cleaning.<\/em><\/p>\n<p>In this segment, the following resources are mentioned:<\/p>\n<ul>\n<li>Jason\u2019s book <a href=\"https:\/\/us.sagepub.com\/en-us\/nam\/best-practices-in-data-cleaning\/book235006\" target=\"_blank\" rel=\"noopener\"><em>Best Practices in Data Cleaning<\/em><\/a><\/li>\n<li>Listeners may want to refer to <a href=\"https:\/\/ecampus.oregonstate.edu\/research\/podcast\/e11\/\">RIA episode 11<\/a>, with Steve Van Tuyl, which discusses data management and back-up strategies<\/li>\n<\/ul>\n<p><strong>Segment 3<\/strong>: Jason&#8217;s current and upcoming projects [23:00-33:15]<\/p>\n<p>In segment three, Jason shares about his new book on regression and his focus on mentoring readers into a larger regression universe.<\/p>\n<p>In this segment, the following resources are mentioned:<\/p>\n<ul>\n<li>Jason\u2019s latest book <a href=\"https:\/\/us.sagepub.com\/en-us\/nam\/regression-linear-modeling\/book245067\" target=\"_blank\" rel=\"noopener\"><em>Regression &amp; Linear Modeling: Best Practices and Modern Methods<\/em><\/a>, and <a href=\"https:\/\/us.sagepub.com\/en-us\/nam\/author\/jason-w-osborne\" target=\"_blank\" rel=\"noopener\">his previous books<\/a><\/li>\n<\/ul>\n<p><strong>Bonus Clip # 1<\/strong>: Assumptions of Measurement [00:00-2:22]<\/p>\n<ul>\n<li>Listeners can hear more about the reference to Dr. Josh Weller, and the discussion on psychometrics, in <a href=\"https:\/\/ecampus.oregonstate.edu\/research\/podcast\/e7\/\" target=\"_blank\" rel=\"noopener\">RIA episode 7<\/a><\/li>\n<\/ul>\n<p><strong>Bonus Clip # 2<\/strong>: Methods for Testing Assumptions [00:00-5:43]<\/p>\n<p>To share feedback about this podcast episode, ask questions that could be featured in a future episode, or to share research-related resources, post a comment below or contact the \u201cResearch in Action\u201d podcast:<\/p>\n<p><strong>Twitter<\/strong>: @<a href=\"https:\/\/twitter.com\/RIA_podcast\" target=\"_blank\" rel=\"noopener\">RIA_podcast<\/a> or #<a href=\"https:\/\/twitter.com\/hashtag\/RIA_podcast?src=hash\" target=\"_blank\" rel=\"noopener\">RIA_podcast<\/a><br \/>\n<strong>Email<\/strong>: <a href=\"mailto:riapodcast@oregonstate.edu\">riapodcast@oregonstate.edu<\/a><br \/>\n<strong>Voicemail<\/strong>: <a href=\"tel:+15417371111\">541-737-1111<\/a><\/p>\n<p>If you listen to the podcast via <a href=\"https:\/\/itunes.apple.com\/us\/podcast\/research-in-action\/id1101916802\" target=\"_blank\" rel=\"noopener\">iTunes<\/a>, please consider leaving us a review.<\/p>\n<p><em>The views expressed by guests on the Research in Action podcast do not necessarily represent the views of Ecampus or Oregon State University.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this episode, Jason talks about his book Best Practices in Data Cleaning.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[9,1,2],"tags":[],"class_list":["post-118","post","type-post","status-publish","format-standard","hentry","category-data-management","category-episodes","category-quantitative"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/s7BNXQ-e17","_links":{"self":[{"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/posts\/118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/comments?post=118"}],"version-history":[{"count":0,"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/posts\/118\/revisions"}],"wp:attachment":[{"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/media?parent=118"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/categories?post=118"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ecampus.oregonstate.edu\/research\/wp-json\/wp\/v2\/tags?post=118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}