{"id":55124,"date":"2020-12-08T00:00:13","date_gmt":"2020-12-08T08:00:13","guid":{"rendered":"https:\/\/world.edu\/?p=55124"},"modified":"2020-12-07T13:18:52","modified_gmt":"2020-12-07T21:18:52","slug":"how-to-get-confident-with-statistics","status":"publish","type":"post","link":"https:\/\/world.edu\/how-to-get-confident-with-statistics\/","title":{"rendered":"How to get confident with statistics"},"content":{"rendered":"<p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/world.edu\/wp-content\/uploads\/2020\/12\/method_0.jpg\" alt=\"\" width=\"680\" height=\"360\" class=\"aligncenter size-full wp-image-55125\" srcset=\"https:\/\/world.edu\/wp-content\/uploads\/2020\/12\/method_0.jpg 680w, https:\/\/world.edu\/wp-content\/uploads\/2020\/12\/method_0-250x132.jpg 250w, https:\/\/world.edu\/wp-content\/uploads\/2020\/12\/method_0-600x318.jpg 600w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/>I\u2019m here to share my top five tips for researchers who want to get confident with statistics. I know, I know \u2013 you\u2019re really busy and statistics is one of those things that you\u2019d love to get your head around at some point, but it\u2019s just not your priority right now.<\/p>\n<p>Don\u2019t worry.<\/p>\n<p>These are small hacks that you\u2019ll be able to fit into your normal work so that you can learn on the go. Before I share those tips though, let\u2019s start with a pep talk\u2026<\/p>\n<h4>You are more than capable of using statistics<\/h4>\n<p>In my experience, most people are capable of using and understanding statistics, even though a lot of them don\u2019t feel like they can. Most people feel like it\u2019s too complicated, too techy, too mathematical.<\/p>\n<p><strong>Why do they feel like that?<\/strong>\u00a0As a statistician, it pains me to say this, but it\u2019s often the fault of statisticians. Maybe you took a stats module as part of your degree and it left you feeling more confused. Maybe you\u2019ve asked the central stats team at your university for advice and walked away feeling a bit belittled and none the wiser. Maybe you felt like you\u2019d nailed it, only to have a stats reviewer slate the analysis in your paper.<\/p>\n<p>Most statisticians don\u2019t do it on purpose. When they speak statistics all day, they often forget that those concepts aren\u2019t familiar to everybody. They often forget that they\u2019ve got the benefit of years of experience and learning in that area.<\/p>\n<p>I\u2019m sorry if you\u2019ve had an experience like that and it\u2019s knocked your confidence. Statistics isn\u2019t rocket science. It just takes an understanding of some basic ideas, intuitive thinking and the right tools. This is a fab\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=kyjlxsLW1Is\">YouTube video<\/a>\u00a0that really focusses on those ideas.<\/p>\n<p>I\u2019d love to help to build your confidence back up. I hope these tips will start you on that journey, because you most definitely can do this.<\/p>\n<p>Here\u2019s how you can\u2026<\/p>\n<h4><strong>1. Know that we all Google stuff<\/strong><\/h4>\n<p>Does it ever feel like everybody knows how to handle their data, while you feel overwhelmed? Rest assured that we don\u2019t all know what we\u2019re doing all of the time. Simply knowing that can really help with imposterish feelings.<\/p>\n<p>Statistics is a massive subject. It\u2019s wide and it can go deep, so you might end up understanding some areas well, while others remain a mystery. The trick is to:<\/p>\n<ul>\n<li>Have a good understanding of the basic principles.<\/li>\n<li>Get to know the topics you use regularly really well.<\/li>\n<li>Know when something requires you to get more knowledge (either by yourself or from someone else).<\/li>\n<li>Know where you can get reliable information on this.<\/li>\n<\/ul>\n<p>So, take a deep breath and make peace with the fact that not even the experts know it all. I\u2019d honestly struggle to do my job without Google (and I\u2019m pretty awesome at what I do!).<\/p>\n<p>Some good places to start if you\u2019re looking for advice are my Facebook group (<a href=\"https:\/\/www.facebook.com\/groups\/thehealthresearcherhub\/\">The Health Researcher Hub<\/a>),\u00a0<a href=\"https:\/\/www.theanalysisfactor.com\/\">The Analysis Factor<\/a>, and\u00a0<a href=\"https:\/\/statistics.laerd.com\/\">Laerd Statistics<\/a>. I also love the\u00a0<a href=\"https:\/\/stats.idre.ucla.edu\/\">UCLA website<\/a>\u00a0for step by step walk-throughs of different statistical programmes because they also show you how to interpret the results.<\/p>\n<h4><strong>2. Read the statistics analysis sections of papers<\/strong><\/h4>\n<p>When we read papers, most of us are guilty of skimming over the details and jumping straight to the juicy results.<\/p>\n<p>Try to start a new habit here. Still go to the results first if that\u2019s what you like to do but then go back and read the statistics analysis section in the Methods.<\/p>\n<p>This is helpful in a few ways:<\/p>\n<ul>\n<li>You\u2019ll start to notice patterns in the types of analysis that were used.<\/li>\n<li>It will make the analysis feel less intimidating.<\/li>\n<li>You\u2019ll start to be able to see what makes a good statistics analysis section for when you come to write your own.<\/li>\n<\/ul>\n<p>If you find the terminology in the analysis section baffling then\u00a0<a href=\"https:\/\/geekymedics.com\/statistics-for-medical-students\/\">this website<\/a>\u00a0is a great starting point for explaining the phrases you\u2019re likely to come across a lot.<\/p>\n<h4><strong>3. Use statistics as often as you can<\/strong><\/h4>\n<p>Like when you learn a new language, if you don\u2019t practice the new statistics that you\u2019ve learned you won\u2019t become familiar with them. So, instead of asking somebody else to do it, start by having a go yourself, and get help if you need to.<\/p>\n<p>The more you practice, the easier it gets. It\u2019s that simple.<\/p>\n<p><em>[Ed: I really like the\u00a0<a href=\"https:\/\/nssdeviations.com\/\">Not So Standard Variations<\/a>\u00a0podcast, by Roger Peng (John Hopkins) and Hilary Parker (Etsy, Stitch Fix). Podcasts like this are a good way to decode statistics.]<\/em><\/p>\n<h4><strong>4. Practice talking about statistics<\/strong><\/h4>\n<p>When you try to explain something, you often have to understand it really well yourself before you can make it understandable to other people. By talking about statistics, you\u2019ll find out which bits you do understand well. And you\u2019ll also figure out which bits you\u2019re less confident about so then you know you need to find out more about those.<\/p>\n<p>My top tip for this is, while you\u2019re learning statistics, to buddy up with somebody else who is learning, too. You can explain to one another what analysis you\u2019ve been doing knowing that the other person won\u2019t mind you making mistakes. You might also be able to figure out gaps in knowledge together, and you\u2019ll probably learn faster because you\u2019ll hear about what they\u2019ve been working on as well.<\/p>\n<p>If you\u2019re on the hunt for a buddy, you could ask around in your department or find a virtual buddy by asking in a\u00a0<a href=\"https:\/\/www.facebook.com\/groups\/thehealthresearcherhub\/\">Facebook group<\/a>\u00a0like mine. Following accounts like\u00a0<a href=\"https:\/\/twitter.com\/signmagazine\">Significance Magazine<\/a>\u00a0on Twitter can also help you to earwig in on stats conversations before you\u2019re ready to join in yourself.<\/p>\n<h4><strong>5. Ask questions<\/strong><\/h4>\n<p>If you don\u2019t understand or know something then ask! It\u2019s the quickest way to move forward so you can crack on with your analysis. It can take a bit of confidence but asking publicly can often help others who are unsure about the same thing as well. If you\u2019re studying, don\u2019t be afraid to ask questions of your lecturer!<\/p>\n<p>If you\u2019re not studying then there\u2019s some great forums out there so have a look around for one that suits the way that you like to learn. Aside from my Facebook group, here are two of my faves:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.theanalysisfactor.com\/\">The Analysis Factor<\/a><\/li>\n<li><a href=\"http:\/\/www.talkstats.com\/\">Talk Stats<\/a><\/li>\n<\/ul>\n<p>Getting started really is that simple. Clear away the imposter feelings then get reading and talking about statistics, and mostly importantly get stuck in and have a go!<\/p>\n<p><em><strong>Author Bio: <\/strong>Danielle Bodicoat works with academic health researchers helping them to get confident with using statistics to analyse their data.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I\u2019m here to share my top five tips for researchers who want to get confident with statistics. I know, I know \u2013 you\u2019re really busy and statistics is one of those things that you\u2019d love to get your head around at some point, but it\u2019s just not your priority right now. Don\u2019t worry. These are [&hellip;]\n&hellip; <a href=\"https:\/\/world.edu\/how-to-get-confident-with-statistics\/\" class=\"more\">learn more&rarr;<\/a><\/p>","protected":false},"author":33,"featured_media":55125,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[86115],"tags":[12777],"coauthors":[11733],"class_list":["post-55124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research","tag-statistics"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to get confident with statistics - World leading higher education information and services<\/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:\/\/world.edu\/how-to-get-confident-with-statistics\/\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:locale\" content=\"en_US\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:type\" content=\"article\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:title\" content=\"How to get confident with statistics - World leading higher education information and services\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:description\" content=\"I\u2019m here to share my top five tips for researchers who want to get confident with statistics. I know, I know \u2013 you\u2019re really busy and statistics is one of those things that you\u2019d love to get your head around at some point, but it\u2019s just not your priority right now. Don\u2019t worry. These are [&hellip;]\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:url\" content=\"https:\/\/world.edu\/how-to-get-confident-with-statistics\/\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:site_name\" content=\"World leading higher education information and services\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"article:published_time\" content=\"2020-12-08T08:00:13+00:00\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:image\" content=\"https:\/\/world.edu\/wp-content\/uploads\/2020\/12\/method_0.jpg\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta property=\"og:image:width\" content=\"680\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta property=\"og:image:height\" content=\"360\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" class=\"yoast-seo-meta-tag\" \/>\n<meta name=\"author\" content=\"Kevin\" class=\"yoast-seo-meta-tag\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kevin\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" class=\"yoast-seo-meta-tag\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/\"},\"author\":{\"name\":\"Kevin\",\"@id\":\"https:\\\/\\\/world.edu\\\/#\\\/schema\\\/person\\\/42c1c1d5ff7ffbdf0bd50ed94c6ae6ee\"},\"headline\":\"How to get confident with statistics\",\"datePublished\":\"2020-12-08T08:00:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/\"},\"wordCount\":1159,\"image\":{\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/world.edu\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/method_0.jpg\",\"keywords\":[\"Statistics\"],\"articleSection\":[\"Research\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/\",\"url\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/\",\"name\":\"How to get confident with statistics - World leading higher education information and services\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/world.edu\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/world.edu\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/method_0.jpg\",\"datePublished\":\"2020-12-08T08:00:13+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/world.edu\\\/#\\\/schema\\\/person\\\/42c1c1d5ff7ffbdf0bd50ed94c6ae6ee\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#primaryimage\",\"url\":\"https:\\\/\\\/world.edu\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/method_0.jpg\",\"contentUrl\":\"https:\\\/\\\/world.edu\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/method_0.jpg\",\"width\":680,\"height\":360},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/world.edu\\\/how-to-get-confident-with-statistics\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/world.edu\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to get confident with statistics\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/world.edu\\\/#website\",\"url\":\"https:\\\/\\\/world.edu\\\/\",\"name\":\"World leading higher education information and services\",\"description\":\"Global Higher Education Jobs, University jobs, Lecturer &amp; 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The past 28 years have been involved in publishing to the education sector in print and the internet. Kevin has a degree in Education and has a many years experience in developing companies and projects.\",\"sameAs\":[\"https:\\\/\\\/world.edu\"],\"url\":\"https:\\\/\\\/world.edu\\\/author\\\/kevin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to get confident with statistics - World leading higher education information and services","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:\/\/world.edu\/how-to-get-confident-with-statistics\/","og_locale":"en_US","og_type":"article","og_title":"How to get confident with statistics - World leading higher education information and services","og_description":"I\u2019m here to share my top five tips for researchers who want to get confident with statistics. 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