{"id":76383,"date":"2024-07-15T08:00:45","date_gmt":"2024-07-15T15:00:45","guid":{"rendered":"https:\/\/phisonblog.com\/?p=76383"},"modified":"2025-07-16T14:50:04","modified_gmt":"2025-07-16T21:50:04","slug":"10-ways-big-data-and-analytics-can-improve-higher-education","status":"publish","type":"post","link":"https:\/\/phisonblog.com\/de\/10-ways-big-data-and-analytics-can-improve-higher-education\/","title":{"rendered":"10 M\u00f6glichkeiten, wie Big Data und Analytics die Hochschulbildung verbessern k\u00f6nnen"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_line_height=&#8221;1.7em&#8221; header_3_line_height=&#8221;1.7em&#8221; custom_margin=&#8221;||-10px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Data and data analytics are transforming business across industries as organizations realize how much value they can extract from their volumes of data to improve operations and the customer experience. By analyzing the data they collect about customers, operations, market trends, competitors, and more, organizations can take steps to identify where they\u2019re losing money, how products are malfunctioning, where operations are causing downtime, and much more. That knowledge arms company leaders with insight that helps them resolve those issues and stay solvent in increasingly fluctuating markets.<\/p>\n<p>One industry where big data and data analytics are really making a difference is in education, and most specifically, in higher education institutions. Competition is fiercer than it\u2019s ever been among colleges and universities and the industry faces serious challenges that are becoming a threat to some campuses\u2019 continued survival.<\/p>\n<p>&nbsp;<\/p>\n<div class=\"banner_wrapper\" style=\"height: 83px;\"><div class=\"banner  banner-76394 bottom vert custom-banners-theme-default_style\" style=\"\"><img decoding=\"async\" width=\"1080\" height=\"150\" src=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/07\/he-Role-of-SSDs-in-Data-Analytics-Banner.jpg\" class=\"attachment-full size-full\" alt=\"\" style=\"height: 83px;\" srcset=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/07\/he-Role-of-SSDs-in-Data-Analytics-Banner.jpg 1080w, https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/07\/he-Role-of-SSDs-in-Data-Analytics-Banner-980x136.jpg 980w, https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/07\/he-Role-of-SSDs-in-Data-Analytics-Banner-480x67.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1080px, 100vw\" \/><a class=\"custom_banners_big_link\"  href=\"https:\/\/phisonblog.com\/the-role-of-ssds-in-data-analytics\/\"><\/a><div class=\"banner_caption\" style=\"\"><div class=\"banner_caption_inner\"><div class=\"banner_caption_text\" style=\"\">Read:  The Role of SSDs in Data Analytics<\/div><\/div><\/div><\/div><\/div>\n<p>&nbsp;<\/p>\n<h3>Serious challenges make it tough for colleges and universities to compete<\/h3>\n<p>One challenge many higher education institutions face is declining enrollment. The pandemic\u2019s quarantine and community shutdown measures put a big dent in enrollment and attendance at colleges and universities, and numbers are just now getting back to pre-pandemic levels.<\/p>\n<p>Another challenge is student retention and completion rates. One <a href=\"https:\/\/concept3d.com\/resources\/2023-student-persistence-retention-survey-results\/\" target=\"_blank\" rel=\"noopener\">2023 study<\/a> found that \u201cin most higher education institutions, about a third of all first-year students eventually opt to transfer.\u201d <a href=\"https:\/\/nscresearchcenter.org\/persistence-retention\/\" target=\"_blank\" rel=\"noopener\">Another report<\/a> found that, of the students who started college in the fall of 2021, just over two-thirds came back for their second year. When students transfer or drop out altogether before gaining a degree, colleges and universities miss out on the tuition dollars those students would have provided, and lower budgets can mean reducing services.<\/p>\n<p>At the same time that people are deciding not to go to college or dropping out after a year or two, higher education costs are rising. Institutions must do more with fewer resources, which in turn can make it hard to attract and retain students.<\/p>\n<p>Besides these serious challenges, other roadblocks to success for higher education institutions include administrative budget cuts; increasing alternatives to traditional education, such as apprenticeships and trade schools; competition with increasing number of online educational sources; reduced support for research; aging, outdated facilities and equipment; and so on.<\/p>\n<p>&nbsp;<\/p>\n<h3>Data and analytics can be game changers for higher education<\/h3>\n<p>While there is no single magic bullet that can help colleges and universities around the world immediately resolve their serious challenges, data analytics can become a massive step toward renewed competitiveness and increased potential for success.<\/p>\n<p>Data analytics can inform institutional leadership where the system is breaking down\u2014which processes and operations are subpar, which student services aren\u2019t as effective as they should be, which students are falling through the cracks and having trouble, how departmental spending is affecting student outcomes, what students are spending their time on, why researchers aren\u2019t getting the grants they need to progress in their studies, and much more.<\/p>\n<p>With the right data analytics platform, institutions can improve and enhance experiences for students, professors, support staff, administrators, and even students\u2019 parents. Big data in education can help universities and colleges transform their business models, students\u2019 academic outcomes, and professors\u2019 effectiveness. Additionally, insights derived from big data can help educational institutions improve their technology systems.<\/p>\n<p>&nbsp;<\/p>\n<div class=\"banner_wrapper\" style=\"height: 83px;\"><div class=\"banner  banner-71399 bottom vert custom-banners-theme-default_style\" style=\"\"><img decoding=\"async\" width=\"1080\" height=\"150\" src=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/03\/964_2464965148.jpg\" class=\"attachment-full size-full\" alt=\"\" style=\"height: 83px;\" srcset=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/03\/964_2464965148.jpg 1080w, https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/03\/964_2464965148-980x136.jpg 980w, https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/03\/964_2464965148-480x67.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1080px, 100vw\" \/><a class=\"custom_banners_big_link\" href=\"https:\/\/www.phison.com\/en\/aidaptiv-plus-ai-data-storage-solution\" target=\"_blank\" rel=\"noopener\"><\/a><div class=\"banner_caption\" style=\"\"><div class=\"banner_caption_inner\"><div class=\"banner_caption_text\" style=\"\">View:  Phison aiDAPTIV+ Solution<\/div><\/div><\/div><\/div><\/div>\n<p>&nbsp;<\/p>\n<p>Here are 10 ways insights from data analytics can do that:<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 80px;\"><strong>1) Increase enrollment and\/or make more accurate enrollment forecasts<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Data analytics helps institutions stay aware of how well their marketing and recruitment strategies are working. For example, colleges and universities can track behavior of prospective students as they click through the institution\u2019s website and see where students are spending more time on the site, what they do there, and where they\u2019re abandoning the site. These insights can help institutions make their websites more engaging and offer the type of information and capabilities that attract prospective students.<\/p>\n<p style=\"padding-left: 80px;\">With the right data, institutions can also make better predictions about future enrollment. Administration can look at demographic data, student interests, information from prospective student visits\u2014even data about high school students and their preferences. Predictive analytics help institutions have a better idea of how many students will enroll in the near future, which helps administrators create budgets and allocate resources more effectively.<\/p>\n<p style=\"padding-left: 80px;\"><strong>2) Improve student retention and completion rates<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Colleges and universities are also using predictive analytics to look at dropout rates, why students are leaving, where they\u2019re going, and what would help them decide to stay. With a wealth of such knowledge, administrators can create the programs and activate initiatives that will help retain students and help them achieve the goal of a degree.<\/p>\n<p style=\"padding-left: 80px;\">Data analytics can also show institutions which students are at risk of dropping out and why, which enables them to take preemptive action and devise outreach strategies to help those students who might be struggling academically, socially, mentally, or in other ways. These strategies can include tutoring, counseling, or academic advising.<\/p>\n<p style=\"padding-left: 80px;\"><strong>3) Make processes and operations more efficient for students and staff<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Higher education institutions have a lot of bureaucratic processes that can be time-consuming and complex for students and staff alike. The admissions process, for example, can take months and entails a lot of paperwork. Applying for and collecting financial aid can be a cumbersome process as well. Registering for classes can be incredibly daunting for a new student.<\/p>\n<p style=\"padding-left: 80px;\">With data analytics, institutions can get visibility into where those and other processes are experiencing bottlenecks. They can see where students or staff are making the most errors or giving up on the process altogether. Armed with that information, administrators can consider ways to streamline processes, make them more efficient, and help students and staff do what they need to without hassle.<\/p>\n<p style=\"padding-left: 80px;\"><strong>4) Better assess academic performance<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Administrators and professors can view data on student behavior and academic performance to get insight into how and where students are failing or having a hard time meeting academic requirements. This not only enables staff to intervene with at-risk students to help them through the term, but it also informs the institution which classes and subjects are giving students the most problems, which professors aren\u2019t as effective and why, and a variety of other insights that can help the institution improve student outcomes by offering new services or overhauling programs that aren\u2019t working.<\/p>\n<p style=\"padding-left: 80px;\"><strong>5) Help faculty be more effective<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Data on how effective professors are can also be valuable to institutions. This information enables administrators to revamp course offerings or hire new staff as needed to fulfill student preferences and needs. With data analytics, institutions can see how easy or difficult an instructor\u2019s tests are or how certain curricula is working for students. Faculty themselves can use data to proactively make changes as needed in courses if students aren\u2019t learning the way professors expect.<\/p>\n<p style=\"padding-left: 80px;\">Insights from data analytics can help colleges and universities create learning options for students, such as online classes, e-books, and other software applications that can aid professors and improve outcomes. These insights can also inform administrators whether faculty members could benefit from further development or training.<\/p>\n<p style=\"padding-left: 80px;\"><strong>6) Increase security and improve safety across campus<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Physical safety on campus is an extremely high priority for most colleges and universities. Data analytics can be a critical tool in helping institutions identify potential security risks and vulnerabilities.<\/p>\n<p style=\"padding-left: 80px;\">Devices such as video cameras gather enormous volumes of data, and analytics can parse that data and give insight into a wide range of safety factors, from how to improve traffic safety on streets that cross through campus to installing safety lighting and instant communication devices along deserted or remote locations. With real-time data analytics, safety incidents can be reported sooner and campus security response can be more effective and efficient.<\/p>\n<p style=\"padding-left: 80px;\">Data analytics can also inform campus police where potential incidents might occur in large crowds, such as at a football game. Administrators can gain insight into likelihood of safety risks and use those insights to change dorm policies, for instance, or increase security staff at specific times and locations, or revise operating hours for certain buildings or activities.<\/p>\n<p style=\"padding-left: 80px;\"><strong>7) Make technology more efficient<\/strong><\/p>\n<p style=\"padding-left: 80px;\">As higher education institutions turn to technology to help improve operations, enhance the student experience, and keep employees productive, data analytics can also help administrators ensure that those technology solutions keep running as they should. For instance, data analytics can give IT staff visibility into which applications are being used the most, which programs have glitches, which software is too complex or frustrating for students or staff, and which pieces of equipment are frequently malfunctioning. Analytics can identify potential security risks on the network, alert IT to suspicious behavior in the system, notify administrators of attacks or data breaches, and pinpoint errors within IT infrastructure.<\/p>\n<p style=\"padding-left: 80px;\"><strong>8) Personalize learning and adapt to diverse educational needs <\/strong><\/p>\n<p style=\"padding-left: 80px;\">By analyzing student performance and academic progress, institutions can see which students might need new options for learning. Whether that\u2019s having an assistant attend classes with the student to take notes or offering personalized tutoring in labs, adapting to students\u2019 differing learning needs can help an institution not only retain existing students but also help them graduate. It can also become a selling point to attract new students.<\/p>\n<p style=\"padding-left: 80px;\">Part of personalizing learning is also identifying trends about diverse needs through historical data or insight into student performance from previous terms. Some institutions use this data to offer students the ability to create their own learning tracks that are tailored to their unique learning style and needs.<\/p>\n<p style=\"padding-left: 80px;\"><strong>9) Improve financial management and spending<\/strong><\/p>\n<p style=\"padding-left: 80px;\">As colleges and universities struggle with budget cuts and rising costs, they can use data analytics to help them see where they\u2019re losing money and where they could be more efficient in spending or resource usage. For instance, data analytics can give details about how an institution is managing (or not managing) energy costs, which allows administrators to make changes to be more energy-efficient. With better insight, administrators can make better informed decisions about budget items such as energy costs, building maintenance, sports programs, extracurricular activities, on-campus housing, faculty salaries, and much more.<\/p>\n<p style=\"padding-left: 80px;\"><strong>10) Manage resources better<\/strong><\/p>\n<p style=\"padding-left: 80px;\">Institutions create budgets to determine how they will spend their money, but they also need to determine how to allocate their non-monetary resources, such as instructors for student activities or clubs, room in the schedule for a new course, or physical space in buildings and other meeting areas. Data analytics can inform institutions which programs are most successful, which courses are popular, which clubs or classes are using prime building space and resources. Without that knowledge, administrators wouldn\u2019t know if they were using the institution\u2019s resources as efficiently and effectively as they could. With the right information, institutions can maximize their usage of resources, from filling dorms to capacity to purchasing additional equipment or gear for a particularly popular extracurricular activity.<\/p>\n<p>&nbsp;<\/p>\n<div class=\"banner_wrapper\" style=\"height: 83px;\"><div class=\"banner  banner-73333 bottom vert custom-banners-theme-default_style\" style=\"\"><img decoding=\"async\" width=\"1080\" height=\"150\" src=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/05\/964_2212439142.jpg\" class=\"attachment-full size-full\" alt=\"\" style=\"height: 83px;\" srcset=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/05\/964_2212439142.jpg 1080w, https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/05\/964_2212439142-980x136.jpg 980w, https:\/\/phisonblog.com\/wp-content\/uploads\/2024\/05\/964_2212439142-480x67.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1080px, 100vw\" \/><a class=\"custom_banners_big_link\" href=\"https:\/\/www.phison.com\/en\/solutions\" target=\"_blank\" rel=\"noopener\"><\/a><div class=\"banner_caption\" style=\"\"><div class=\"banner_caption_inner\"><div class=\"banner_caption_text\" style=\"\">View Phison Solutions<\/div><\/div><\/div><\/div><\/div>\n<h3>\u00a0<\/h3>\n<h3>Choose Phison for the data storage that supports big data and analytics<\/h3>\n<p>As higher education institutions increasingly rely on advanced big data and analytics to help them transform their offerings, they are also realizing they need an equally advanced solution for storing that data. <a href=\"https:\/\/www.phison.com\/\" target=\"_blank\" rel=\"noopener\">Phison<\/a> is a world leader in solid state drives (SSDs), SSD controllers and other storage solutions, and is a leading provider of <a href=\"https:\/\/phisonblog.com\/a-closer-look-at-storage-latency-and-why-it-matters\/\">low-latency<\/a>, high-performance storage that meets the needs of big data and analytics.<\/p>\n<p>Data analytics requires robust storage that can handle heavy-duty workloads. <a href=\"https:\/\/www.phisonenterprise.com\/pascari-product-portfolio\/\" target=\"_blank\" rel=\"noopener\">Phison\u2019s enterprise-grade flash storage<\/a> can handle both read- and write-intensive workloads, such as those in data analytics, AI and machine learning. Phison SSDs can also be customized to your specialized needs. The company\u2019s flash memory and storage solutions provide significant design flexibility with its IMAGIN+ services that delivers advanced, industry-leading data storage solutions in small, lightweight form factors that consume very little power.<\/p>\n<p>Big data and analytics can help <a href=\"https:\/\/www.studocu.com\/blog\/en\/university-students-guide-to-ethical-ai-use\" target=\"_blank\" rel=\"noopener\">colleges and universities<\/a> transform their operations, improve student outcomes and ultimately boost revenue by attracting and retaining students. To support your analytics and ensure you get the insights your institution requires, choose <a href=\"https:\/\/www.phison.com\/en\/technology\" target=\"_blank\" rel=\"noopener\">Phison for NAND flash storage<\/a> that offers the storage reliability and high performance you need<\/p>\n<p>&nbsp;<\/p>\n<div class=\"banner_wrapper\" style=\"height: 83px;\"><div class=\"banner  banner-53404 bottom vert custom-banners-theme-default_style\" style=\"\"><img decoding=\"async\" width=\"1080\" height=\"150\" src=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2023\/03\/The-Stability-and-Reliability-of-Phison-NAND.jpg\" class=\"attachment-full size-full\" alt=\"\" style=\"height: 83px;\" srcset=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2023\/03\/The-Stability-and-Reliability-of-Phison-NAND.jpg 1080w, https:\/\/phisonblog.com\/wp-content\/uploads\/2023\/03\/The-Stability-and-Reliability-of-Phison-NAND-980x136.jpg 980w, https:\/\/phisonblog.com\/wp-content\/uploads\/2023\/03\/The-Stability-and-Reliability-of-Phison-NAND-480x67.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1080px, 100vw\" \/><a class=\"custom_banners_big_link\" href=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2023\/03\/PHISON-Electronics-The_Stability_and_Reliability_of_Storage_Devices.pdf\"><\/a><div class=\"banner_caption\" style=\"\"><div class=\"banner_caption_inner\"><div class=\"banner_caption_text\" style=\"\">Read: The Stability and Reliability of  Phison Storage Devices\r\n\r\n<\/div><\/div><\/div><\/div><\/div>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><strong>Frequently Asked Questions (FAQ) :<\/strong><\/h3>\n<p>[\/et_pb_text][et_pb_toggle title=&#8221;Why is Phison\u2019s storage technology critical for higher education institutions using big data? &#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span class=\"TextRun SCXW182245283 BCX2\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW182245283 BCX2\">Phison<\/span><span class=\"NormalTextRun SCXW182245283 BCX2\"> Pascari Enterprise SSDs deliver low-latency, high-performance storage essential for real-time analytics and AI workloads. The customization options and compact, power-efficient designs align with the infrastructure needs of modern campuses handling vast volumes of academic, operational, and safety data.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;What specific features make Phison Pascari SSDs ideal for education data centers?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span class=\"TextRun SCXW205364660 BCX2\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW205364660 BCX2\">Institutions can use analytics to examine utility usage, maintenance costs, program ROI, and payroll trends. This transparency allows leadership to cut waste, reallocate funds, and develop long-term strategies that align budget with mission-critical goals.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;What kind of data helps universities predict enrollment trends?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span class=\"TextRun SCXW41122284 BCX2\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW41122284 BCX2\">Institutions analyze web behavior, demographics, high school outreach data, and campus visit engagement. This helps forecast future student interest and <\/span><span class=\"NormalTextRun SCXW41122284 BCX2\">allocate<\/span><span class=\"NormalTextRun SCXW41122284 BCX2\"> marketing or financial aid resources more effectively, ensuring better yield and strategic planning.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;How does analytics optimize resource usage like classroom space or club funding?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span class=\"TextRun SCXW102323961 BCX2\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW102323961 BCX2\">Institutions can track participation rates, schedule <\/span><span class=\"NormalTextRun SCXW102323961 BCX2\">utilization<\/span><span class=\"NormalTextRun SCXW102323961 BCX2\">, and program popularity. This enables informed decisions on reallocating underused classrooms, revising club budgets, or expanding programs that consistently engage students.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;How can analytics support better financial planning in higher education?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span class=\"TextRun SCXW187384251 BCX2\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187384251 BCX2\">Institutions can use analytics to examine utility usage, maintenance costs, program ROI, and payroll trends. This transparency allows leadership to cut waste, reallocate funds, and develop long-term strategies that align budget with mission-critical goals.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data and data analytics are transforming business across industries as organizations realize how much value they can extract from their volumes of data to improve operations and the customer experience. By analyzing the data they collect about customers, operations, market trends, competitors, and more, organizations can take steps to identify where they\u2019re losing money, how [&hellip;]<\/p>\n","protected":false},"author":18,"featured_media":76395,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"categories":[23,3,116],"tags":[22],"class_list":["post-76383","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-posts","category-enterprise","category-featured","tag-long-content"],"acf":[],"_links":{"self":[{"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/posts\/76383","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/comments?post=76383"}],"version-history":[{"count":28,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/posts\/76383\/revisions"}],"predecessor-version":[{"id":86443,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/posts\/76383\/revisions\/86443"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/media\/76395"}],"wp:attachment":[{"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/media?parent=76383"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/categories?post=76383"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phisonblog.com\/de\/wp-json\/wp\/v2\/tags?post=76383"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}