{"id":23618,"date":"2019-11-28T08:00:41","date_gmt":"2019-11-28T16:00:41","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=23618"},"modified":"2019-11-29T08:37:35","modified_gmt":"2019-11-29T16:37:35","slug":"big-data-higher-education-how-are-they-connected","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/","title":{"rendered":"Big Data &#038; Higher Education: How Are They Connected?"},"content":{"rendered":"\n<p>Over the past few years, big data has become a\nsignificant part of our lives. Its influence is continually rising. Big data\nplays a role in nearly everything we do, from our navigation systems, to our\nNetflix recommendations, to our healthcare systems. At this point, you could\nprobably pick any aspect of your life and find a way that big data has\ninfluenced it. <\/p>\n\n\n\n<p>For example, think about higher education. Big data is playing a much bigger role in our choices of colleges and our experiences while there than we probably even realize. Universities are <a href=\"https:\/\/www.technobuffalo.com\/6-ways-big-data-is-improving-higher-education\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">using big data in all sorts of interesting ways<\/a> that benefit both their profit margins and the students attending the school. <\/p>\n\n\n\n<p>Although there are certainly some substantial\ncosts associated with the use of big data in the classroom, many would argue\nthe benefits far outweigh them. Here are just a few of the ways big data is\nregularly being incorporated to help students become more successful in their\nlearning environments. <\/p>\n\n\n\n<p><strong>Accounting for Learning Styles<\/strong><\/p>\n\n\n\n<p>Psychologists are learning more every day about the <a href=\"https:\/\/www.fiscaltiger.com\/myers-briggs-personality-type-indicator\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">important differences in personality<\/a> and how each of us sees and interacts with the world around us. Small changes in how we react and respond to things can make a huge difference in our learning styles and ultimately in how much information and positivity we get out of our college experiences. Because of this, many people take well-known personality tests rather seriously. <\/p>\n\n\n\n<p>To that end, big data can change the way personality tests are used. Nowadays, this personality test information, along with other social indicators and performance measures, can be used to identify learning environments that are going to improve success for individual students. Educators can <a href=\"https:\/\/insidebigdata.com\/2019\/04\/22\/the-importance-of-predictive-analytics-in-higher-education\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">use this information to customize educational plans<\/a> or identify where some students will do better online versus in a traditional classroom setting. <\/p>\n\n\n\n<p>Students can also use this information to determine which types of education and career paths are right for them. For instance, students who are considering a doctoral program can <a href=\"https:\/\/onlinedegrees.bradley.edu\/blog\/action-research-methodology-in-ed-d-studies\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">assess the requirements<\/a> and compare those rigorous requirements to their personalities. With the help of big data, personality tests, and past academic achievements, information can be provided that can help students assess their likelihood of completing the program. <\/p>\n\n\n\n<p><strong>Targeting Specifics <\/strong><\/p>\n\n\n\n<p>Outside of helping both teachers and students understand the best environment to learn in, big data can also work its way into the students who are targeted for specific programs. For example, some university athletic programs are using big data trends to predict which students are likely to be stars on the court. Recruiting star players can <a href=\"https:\/\/www.theatlantic.com\/education\/archive\/2017\/03\/the-march-madness-application-bump\/519846\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">give colleges a boost in enrollment the following year<\/a> \u2014 apparently everybody wants to go to a school with a good sports team. <\/p>\n\n\n\n<p>Likewise, colleges can use big data to promote their online programs. They can use this statistical information to determine where some students could be recruited online rather than in a traditional campus setting. With advances in technology, students are able to connect more effectively than ever from the comfort of their own homes. They can <a href=\"https:\/\/online.maryville.edu\/blog\/future-higher-education\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">use new AI tools to improve their educational experience<\/a>.<\/p>\n\n\n\n<p>They are also using big data to target\nperspective on campus students. Once they know a student is potentially\ninterested in attending, they can delve into their test scores, high school\nacademic history, and other information to determine if a student is likely to\nsucceed. They can also use algorithms to better understand how much information\nthey should send students without overloading them.&nbsp; <\/p>\n\n\n\n<p><strong>Increasing Retention<\/strong><\/p>\n\n\n\n<p>Finally, universities are capitalizing on big data to help them with one of their biggest problems \u2014 student retention. <a href=\"https:\/\/insidebigdata.com\/2018\/08\/21\/higher-education-can-use-data-analytics-address-declining-enrollments\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Student enrollments have been declining<\/a> for some time, and actual graduation rates are not that great for many colleges. In order to improve the likelihood of students being successful and more tuition dollars being paid, colleges are working overtime to solve this issue. <\/p>\n\n\n\n<p>By using predictive analytics, universities can track the progress of students within their given major and career goals and <a href=\"https:\/\/hechingerreport.org\/predictive-analytics-boosting-college-graduation-rates-also-invade-privacy-and-reinforce-racial-inequities\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">assess the likelihood of them being successful versus dropping out<\/a>. If students are flagged early on in their educational career, advisors and professors can reach out and attempt to correct the course before it becomes a major problem. Sometimes this involves providing customized learning plans and other times a suggested change of major is in order. <\/p>\n\n\n\n<p>Big data can also help universities identify non-academic factors that make students want to drop out. Some of these can include <a href=\"https:\/\/www.nbcnews.com\/feature\/freshman-year\/freshman-homesickness-what-you-can-do-combat-common-malady-n450266\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">things like being homesick<\/a>, missing a pet, or not feeling engaged in the culture of the campus. From there, administrators can work towards developing programs that work to improve identified problems on campus and make the entire environment better for everybody. <\/p>\n\n\n\n<p>There are many ways that higher education is incorporating big data to make the educational experience better for students. Big data is helping to improve responses to learning style, benefit targeted enrollment, and increase retention rates. There are plenty of other ways big data is being used in education, what are some of them?<\/p>\n\n\n\n<p><strong>About the Author<\/strong><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/08\/Avery-Phillips.png\" alt=\"\" class=\"wp-image-18729\" width=\"82\" height=\"106\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/08\/Avery-Phillips.png 150w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/08\/Avery-Phillips-116x150.png 116w\" sizes=\"(max-width: 82px) 100vw, 82px\" \/><\/figure><\/div>\n\n\n\n<p><em>Avery Phillips is a freelance human based out of the beautiful  \nTreasure Valley. She loves all things in nature, especially humans.  \nLeave a comment down below or tweet her <a rel=\"noreferrer noopener\" href=\"https:\/\/twitter.com\/A_Taylorian\" target=\"_blank\">@a_taylorian<\/a> with any questions or comments.<\/em> <br><\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/insidebigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noreferrer noopener\">newsletter<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this contributed article, freelance human Avery Phillips points out the many ways that higher education is incorporating big data to make the educational experience better for students. Big data is helping to improve responses to learning style, benefit targeted enrollment, and increase retention rates. <\/p>\n","protected":false},"author":37,"featured_media":22317,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[184,115,87,180,56,97,1],"tags":[280,430,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big Data &amp; Higher Education: How Are They Connected? - insideBIGDATA<\/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:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data &amp; Higher Education: How Are They Connected? - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"In this contributed article, freelance human Avery Phillips points out the many ways that higher education is incorporating big data to make the educational experience better for students. Big data is helping to improve responses to learning style, benefit targeted enrollment, and increase retention rates.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2019-11-28T16:00:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-11-29T16:37:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/03\/big-data_SHUTTERSTOCK.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"250\" \/>\n\t<meta property=\"og:image:height\" content=\"159\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Daniel Gutierrez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@AMULETAnalytics\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel Gutierrez\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/\",\"url\":\"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/\",\"name\":\"Big Data & Higher Education: How Are They Connected? - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2019-11-28T16:00:41+00:00\",\"dateModified\":\"2019-11-29T16:37:35+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2019\/11\/28\/big-data-higher-education-how-are-they-connected\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Big Data &#038; Higher Education: How Are They Connected?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; Machine Learning Strategies\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/insidebigdata.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\",\"name\":\"Daniel Gutierrez\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"caption\":\"Daniel Gutierrez\"},\"description\":\"Daniel D. 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Gutierrez is a Data Scientist with Los Angeles-based AMULET Analytics, a service division of AMULET Development Corp. He's been involved with data science and Big Data long before it came in vogue, so imagine his delight when the Harvard Business Review recently deemed \"data scientist\" as the sexiest profession for the 21st century. Previously, he taught computer science and database classes at UCLA Extension for over 15 years, and authored three computer industry books on database technology. He also served as technical editor, columnist and writer at a major computer industry monthly publication for 7 years. Follow his data science musings at @AMULETAnalytics.","sameAs":["http:\/\/www.insidebigdata.com","https:\/\/twitter.com\/@AMULETAnalytics"],"url":"https:\/\/insidebigdata.com\/author\/dangutierrez\/"}]}},"jetpack_featured_media_url":"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/03\/big-data_SHUTTERSTOCK.jpg","jetpack_shortlink":"https:\/\/wp.me\/p9eA3j-68W","jetpack-related-posts":[{"id":4267,"url":"https:\/\/insidebigdata.com\/2013\/09\/21\/sexiness-big-data-big-data-analytics\/","url_meta":{"origin":23618,"position":0},"title":"The Sexiness of Big Data and Big Data Analytics","date":"September 21, 2013","format":false,"excerpt":"This lecture outlines a multidisciplinary program including quantitative analysis, business information systems, database programming and business. Together, these equip you with the tools to derive valuable insights from big data sources.","rel":"","context":"In &quot;Academic&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2013\/09\/data.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":26778,"url":"https:\/\/insidebigdata.com\/2021\/07\/28\/insidebigdata-guide-for-higher-education-part-2\/","url_meta":{"origin":23618,"position":1},"title":"insideBIGDATA Guide for Higher Education &#8211; Part 2","date":"July 28, 2021","format":false,"excerpt":"[Sponsored Post] This insideBIGDATA technology guide co-sponsored by Dell Technologies and AMD, insideBIGDATA Guide for Higher Education, discusses how higher education leaders today want to improve student and institutional success through digital transformation. 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In short, it\u2019s a simple, effective way to collect, analyze and secure the massive streams of machine data generated\u2026","rel":"","context":"In &quot;Academic&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2014\/03\/02-18-Rob-Reed-splunk-headshot-300x300.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":2687,"url":"https:\/\/insidebigdata.com\/2013\/04\/02\/panel-discussion-big-systems-big-data-better-products\/","url_meta":{"origin":23618,"position":4},"title":"Panel Discussion: Big Systems, Big Data, Better Products","date":"April 2, 2013","format":false,"excerpt":"In this video from the 2013 National HPCC Conference, Bob Feldman moderates a panel discussion entitled: Big Systems, Big Data, Better Products. 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