{"id":62197,"date":"2023-12-12T16:15:05","date_gmt":"2023-12-12T16:15:05","guid":{"rendered":"https:\/\/kortext24.hwb-demo.co.uk\/stream\/?p=62197"},"modified":"2024-09-03T16:34:35","modified_gmt":"2024-09-03T16:34:35","slug":"student-engagement-analytics-a-powerful-proxy-for-identifying-struggling-students","status":"publish","type":"post","link":"https:\/\/kortext.com\/stream\/blog\/success\/student-engagement-analytics-a-powerful-proxy-for-identifying-struggling-students\/","title":{"rendered":"Student engagement analytics: a powerful proxy for identifying struggling students"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.27.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{%22gcid-8048ee98-ce8c-41b5-876c-e0d5362f7c6b%22:%91%22link_text_color__hover%22%93}&#8221; link_text_color__hover_enabled=&#8221;on|hover&#8221; link_text_color__hover=&#8221;#2d0962&#8243; theme_builder_area=&#8221;post_content&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span data-contrast=\"auto\">When it comes to students experiencing mental ill health, early warning is key. <\/span><\/p>\n<p><span data-contrast=\"auto\">The\u202fOffice for Student&#8217;s \u202fhas said that full time students with a known mental health condition have lower continuation, attainment, and progression rates than full time students overall, and it is now <\/span><a href=\"https:\/\/heprofessional.co.uk\/edition\/how-does-poor-mental-health-affect-students-6-key-impacts#:~:text=Student%20facing%20mental%20health%20risks%20can%20often%20very%20quickly%20become,take%20part%20in%20social%20activities.\" target=\"_blank\" rel=\"noopener\" title=\"Read the article\"><span data-contrast=\"none\"><strong>widely recognised<\/strong><\/span><\/a><span data-contrast=\"auto\"> that mental health risks are linked with withdrawal and earlier intervention is needed if we want to help prevent such outcomes.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Students suffering with mental ill health is a subject we unfortunately see all too often in the news, with universities, collectively and individually, trying to determine the best approach in supporting students during their time in higher education. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In truth, there are a range of factors in and outside the university setting that can impact student\u2019s mental health and wellbeing to varying degrees. From financial worries, family matters, bereavement, and loneliness to pressures of academic workloads, meaning mental health difficulties can surface at any time. Making it a challenging area for universities to navigate and not always easy for students to know where to look for support and ask for it at the time they need it most.<\/span><\/p>\n<p><span data-contrast=\"none\">Over the past year we\u2019ve seen increasing pressure from government on universities to do more to provide a duty of care for students by supporting student wellbeing, mental health, and suicide prevention initiatives. The use of student engagement analytics was recommended by Higher Education Minister Robert\u202fHalfon\u202fand the <\/span><strong><a href=\"https:\/\/www.gov.uk\/government\/groups\/higher-education-mental-health-implementation-taskforce\" target=\"_blank\" rel=\"noopener\" title=\"Mental Health Taskforce\">Mental Health Taskforce<\/a><\/strong><span data-contrast=\"none\"> to help better identify students who need support and help to find new ways to provide proactive support intervention.\u202f<\/span><span data-contrast=\"none\">\u200bHow can the use of data help and how does it work?<\/span><\/p>\n<p><span data-contrast=\"none\"><\/span><\/p>\n<h2><span data-contrast=\"none\">\u200b<\/span>The link between engagement, belonging and risk of withdrawal<\/h2>\n<p><span data-contrast=\"none\"><\/span><\/p>\n<p><span data-contrast=\"none\">When Solutionpath explored this with our early adopter and development partner Nottingham Trent University (NTU), we found that academic engagement is the one thing that all students have common that is intrinsically linked to belonging and risk of withdrawal.\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u200b<\/span><span data-contrast=\"none\">Amongst <strong><a href=\"\/stream\/research\/the-effectiveness-of-learning-analytics-for-identifying-at-risk-students-in-higher-education\/\" target=\"_blank\" rel=\"noopener\" title=\"Read the research\">NTU\u2019s early findings they evidenced<\/a><\/strong> that students with high engagement were more likely to progress with a grade 2.1 or higher, and those with low engagement more likely to go on to withdraw. Making engagement a good predictor of continuation and completion and disengagement an indicator of risk.<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Through <\/span><strong><a href=\"stream\/features\" target=\"_blank\" rel=\"noopener\" title=\"StREAM\">StREAM<\/a><\/strong><span data-contrast=\"auto\">, we can\u202fvisualise\u202fthis risk in student and staff dashboards by codifying engagement into a single measure. We do this by collating data that represents educationally purposeful activity across a range of learning systems such as the VLE, lecture replay, library and even learning resources. Using our engagement algorithm,\u202f<\/span><span data-contrast=\"none\">we then distribute each individual student into daily engagement categories from none through to very high.\u202f\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u200b<\/span><span data-contrast=\"none\">This allows staff to precisely pinpoint which students may be struggling and activate proactive support with a view to make early intervention that gets up stream of crisis.\u202f<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">This insight also starts to help build a deeper understanding of different student characteristics. Although, the algorithm only looks at what students do academically, a key design principal that we believe reflects the most ethical use of data and that it can then be triangulated with contextual information about each student, to learn more about student profiles, trends and help inform future outreach and support initiatives.\u202f\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u200b<\/span><span data-contrast=\"none\">Ultimately, the goal here is to help tailor more personalised and timely support to help every student reach their potential.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\"><\/span><\/p>\n<h2>Adopting a whole university approach<\/h2>\n<p><span data-contrast=\"auto\"><\/span><\/p>\n<p><span data-contrast=\"auto\">In the current climate, it\u2019s especially important to create a whole university approach to mental health and wellbeing.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We believe there is so much more potential for using analytics in this area and that tools like StREAM student engagement analytics platform can really help to create an ecosystem for students, person tutors and support services. To continually improve the student experience, quality of support, and encourage more meaningful and impactful conversations that help get the right support, to the right student at the right time.<\/span><\/p>\n<p><span data-contrast=\"auto\">Here&#8217;s just some of the benefits to using data to inform your support outreach:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Universal measure enables consistency and quality that can\u202fa<\/span><span data-contrast=\"none\">lign\u202fto policy and processes<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:1144,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Promotes inclusion, focusing on the \u2018do\u2019 and not the \u2018who\u2019\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:1144,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\">Provides alerts to students starting to disengage, providing the opportunity for earlier intervention<\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Data transparency\u202fopens up\u202fmore meaningful conversations<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:1144,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\"> between students and staff\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Support pastoral staff and the student with referrals to specialist\u202fservices\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:1144,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">Provides insight and evidence for\u202fOfS\u202fCondition B3\u202fregulation, continuation, and completion\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"none\">Informs what interventions are working and for whom<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:1144,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"none\">Fosters a sense of belonging and allows you to show that you care\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:1144,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:276}\">And, students are in support of using student engagement analytics too!<\/span><\/p>\n<p>StREAM by Kortext\u202fand\u202f<strong><a href=\"https:\/\/wonkhe.com\/\" target=\"_blank\" rel=\"noopener\" title=\"Wonkhe website\">Wonkhe<\/a><\/strong>\u202fcommissioned <strong><a href=\"https:\/\/www.cibyl.com\/\" target=\"_blank\" rel=\"noopener\" title=\"Cybil website\">Cybil<\/a><\/strong> to run a student survey in the Summer of this year to find out. We found that 80% of respondents were in support of the use of engagement analytics citing improving\u202fsupport for students \u2013 especially those who can\u2019t or won\u2019t ask for help &#8211; as the main reason for universities to use this kind of data.\u200b<\/p>\n<p><strong><a href=\"https:\/\/wonkhe.com\/wp-content\/wonkhe-uploads\/2023\/09\/Students-views-of-engagement-analytics-Wonkhe-Solutionpath-October-23.pdf\" target=\"_blank\" rel=\"noopener\" title=\"Read the full report\">Read the full report &gt;<\/a><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><em>To find out more, check out our 10 ways StREAM can help support\u202fmental health and wellbeing\u202finitiatives resource page &#8211; <a href=\"\/stream\/blog\/platform-updates\/10-ways-stream-supports-student-mental-health-and-wellbeing\/\" target=\"_blank\" rel=\"noopener\">10 ways StREAM can support student mental health and wellbeing initiatives.<\/a><\/em><\/p>\n<p>[\/et_pb_text][et_pb_divider color=&#8221;#16749D&#8221; divider_weight=&#8221;3px&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;80px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||5px||false|false&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][\/et_pb_divider][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Explore how universities are using student engagement analytics as a powerful proxy for identifying struggling students and why its an important element to include in student wellbeing and mental health initiatives. <\/p>\n","protected":false},"author":7,"featured_media":63010,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<p><b><span data-contrast=\"auto\">Solutionpath\u2019s <\/span><\/b><a href=\"https:\/\/www.linkedin.com\/in\/michelle-craig-4a186312\/\"><b><span data-contrast=\"none\">Michelle Craig<\/span><\/b><\/a><b><span data-contrast=\"auto\"> discusses how universities are using student engagement analytics as a powerful proxy for identifying struggling students and why its an important element to include in student wellbeing and mental health initiatives.\u00a0<\/span><\/b><\/p><p><span data-contrast=\"auto\">When it comes to students experiencing mental ill health, early warning is key. <\/span><\/p><p><span data-contrast=\"auto\">The\u202fOffice for Student's \u202fhas said that full time students with a known mental health condition have lower continuation, attainment, and progression rates than full time students overall, and it is now <\/span><a href=\"https:\/\/heprofessional.co.uk\/edition\/how-does-poor-mental-health-affect-students-6-key-impacts#:~:text=Student%20facing%20mental%20health%20risks%20can%20often%20very%20quickly%20become,take%20part%20in%20social%20activities.\"><span data-contrast=\"none\">widely recognised<\/span><\/a><span data-contrast=\"auto\"> that mental health risks are linked with withdrawal and earlier intervention is needed if we want to help prevent such outcomes.<\/span><span data-ccp-props=\"{\"201341983\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Students suffering with mental ill health is a subject we unfortunately see all too often in the news, with universities, collectively and individually, trying to determine the best approach in supporting students during their time in higher education. <\/span><span data-ccp-props=\"{\"201341983\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">In truth, there are a range of factors in and outside the university setting that can impact student\u2019s mental health and wellbeing to varying degrees. From financial worries, family matters, bereavement, and loneliness to pressures of academic workloads, meaning mental health difficulties can surface at any time. Making it a challenging area for universities to navigate and not always easy for students to know where to look for support and ask for it at the time they need it most.<\/span><\/p><p><span data-contrast=\"none\">Over the past year we\u2019ve seen increasing pressure from government on universities to do more to provide a duty of care for students by supporting student wellbeing, mental health, and suicide prevention initiatives. The use of student engagement analytics was recommended by Higher Education Minister Robert\u202fHalfon\u202fand the <\/span><a href=\"https:\/\/www.gov.uk\/government\/groups\/higher-education-mental-health-implementation-taskforce\"><span data-contrast=\"none\">Mental Health Taskforce<\/span><\/a><span data-contrast=\"none\"> to help better identify students who need support and help to find new ways to provide proactive support intervention.\u202f<\/span><span data-contrast=\"none\">\u200bHow can the use of data help and how does it work?<\/span><\/p><p><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><b><span data-contrast=\"none\">The link between engagement, belonging and risk of withdrawal\u00a0<\/span><\/b><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">When Solutionpath explored this with our early adopter and development partner Nottingham Trent University (NTU), we found that academic engagement is the one thing that all students have common that is intrinsically linked to belonging and risk of withdrawal.\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">\u200b<\/span><span data-contrast=\"none\">Amongst <a href=\"https:\/\/www.solutionpath.co.uk\/resources\/the-effectiveness-of-learning-analytics-for-identifying-at-risk-students-in-higher-education\/\">NTU\u2019s early findings they evidenced<\/a> that students with high engagement were more likely to progress with a grade 2.1 or higher, and those with low engagement more likely to go on to withdraw. Making engagement a good predictor of continuation and completion and disengagement an indicator of risk.<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Through <\/span><a href=\"https:\/\/www.solutionpath.co.uk\/stream-student-engagement-analytics\/\"><span data-contrast=\"none\">StREAM<\/span><\/a><span data-contrast=\"auto\">, we can\u202fvisualise\u202fthis risk in student and staff dashboards by codifying engagement into a single measure. We do this by collating data that represents educationally purposeful activity across a range of learning systems such as the VLE, lecture replay, library and even learning resources. Using our engagement algorithm,\u202f<\/span><span data-contrast=\"none\">we then distribute each individual student into daily engagement categories from none through to very high.\u202f\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">\u200b<\/span><span data-contrast=\"none\">This allows staff to precisely pinpoint which students may be struggling and activate proactive support with a view to make early intervention that gets up stream of crisis.\u202f<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">This insight also starts to help build a deeper understanding of different student characteristics. Although, the algorithm only looks at what students do academically, a key design principal that we believe reflects the most ethical use of data and that it can then be triangulated with contextual information about each student, to learn more about student profiles, trends and help inform future outreach and support initiatives.\u202f\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">\u200b<\/span><span data-contrast=\"none\">Ultimately, the goal here is to help tailor more personalised and timely support to help every student reach their potential.<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">Adopting a whole university approach<\/span><\/b><span data-ccp-props=\"{\"201341983\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">In the current climate, it\u2019s especially important to create a whole university approach to mental health and wellbeing.\u00a0<\/span><span data-ccp-props=\"{\"201341983\":0,\"335559740\":276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">We believe there is so much more potential for using analytics in this area and that tools like StREAM student engagement analytics platform can really help to create an ecosystem for students, person tutors and support services. To continually improve the student experience, quality of support, and encourage more meaningful and impactful conversations that help get the right support, to the right student at the right time.<\/span><\/p><p><span data-contrast=\"auto\">Here's just some of the benefits to using data to inform your support outreach:<\/span><span data-ccp-props=\"{\"201341983\":0,\"335559740\":276}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Universal measure enables consistency and quality that can\u202fa<\/span><span data-contrast=\"none\">lign\u202fto policy and processes<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559685\":1144,\"335559731\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Promotes inclusion, focusing on the \u2018do\u2019 and not the \u2018who\u2019\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559685\":1144,\"335559731\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\">Provides alerts to students starting to disengage, providing the opportunity for earlier intervention<\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Data transparency\u202fopens up\u202fmore meaningful conversations<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559685\":1144,\"335559731\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\"> between students and staff\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Support pastoral staff and the student with referrals to specialist\u202fservices\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559685\":1144,\"335559731\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">Provides insight and evidence for\u202fOfS\u202fCondition B3\u202fregulation, continuation, and completion\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"none\">Informs what interventions are working and for whom<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559685\":1144,\"335559731\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" aria-setsize=\"-1\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"none\">Fosters a sense of belonging and allows you to show that you care\u202f<\/span><span data-contrast=\"none\">\u200b<\/span><span data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"201341983\":0,\"335559685\":1144,\"335559731\":0,\"335559738\":0,\"335559739\":0,\"335559740\":276}\">\u00a0<\/span><\/li><\/ul><p><span data-ccp-props=\"{\"201341983\":0,\"335559740\":276}\">And, students are in support of using student engagement analytics too!<\/span><\/p><p>\u200bSolutionpath\u202fand\u202f<a href=\"https:\/\/wonkhe.com\/\">Wonkhe<\/a>\u202fcommissioned <a href=\"https:\/\/www.cibyl.com\/\">Cybil<\/a> to run a student survey in the Summer of this year to find out. We found that 80% of respondents were in support of the use of engagement analytics citing improving\u202fsupport for students \u2013 especially those who can\u2019t or won\u2019t ask for help - as the main reason for universities to use this kind of data.\u200b <a href=\"https:\/\/wonkhe.com\/wp-content\/wonkhe-uploads\/2023\/09\/Students-views-of-engagement-analytics-Wonkhe-Solutionpath-October-23.pdf\">Read the full report.<\/a><\/p><p>\u00a0<\/p><p><b>To find out more, check out our <i><span data-contrast=\"auto\">10 ways StREAM can help support\u202fmental health and wellbeing\u202finitiatives <\/span><\/i>resource page <i><span data-contrast=\"auto\">- <a href=\"https:\/\/www.solutionpath.co.uk\/resources\/10-ways-stream-can-support-student-mental-health-and-wellbeing-initiatives\/\">10 ways StREAM can support student mental health and wellbeing initiatives - Solutionpath<\/a>.<\/span><\/i><\/b><\/p><p>\u00a0<\/p>","_et_gb_content_width":"","footnotes":""},"categories":[19,17,18],"tags":[],"dipi_cpt_category":[],"class_list":["post-62197","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-success","category-retention","category-wellbeing"],"_links":{"self":[{"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/posts\/62197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/comments?post=62197"}],"version-history":[{"count":0,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/posts\/62197\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/media\/63010"}],"wp:attachment":[{"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/media?parent=62197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/categories?post=62197"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/tags?post=62197"},{"taxonomy":"dipi_cpt_category","embeddable":true,"href":"https:\/\/kortext.com\/stream\/wp-json\/wp\/v2\/dipi_cpt_category?post=62197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}