Tag: DataDriven

  • Academic coaching is data-driven support for students in the dark

    Academic coaching is data-driven support for students in the dark

    Universities offer a wide range of support to students – lecturers’ office hours, personal tutors, study skills advisors, peer-mentoring officers, mental health and wellbeing specialists, and more.

    But even with these services in place, some students still feel they are falling through the cracks.

    Why? One of the most common pieces of student feedback might offer a clue – “I wish I had known you and come to you earlier”.

    Within the existing system, most forms of support rely on students to take the first step – to reach out, refer themselves, or report a problem.

    But not all students can or will: some are unsure who to turn to, others worry about being judged, and many feel too overwhelmed to even begin. These are the students who often disappear from view – not because support does not exist, but because they cannot access it in time.

    Meanwhile, academics are stretched thin by competing research and teaching demands, and support teams – brilliant though they are – can only respond once a student enters this enquiry-response support system.

    Systematic support that requires courage

    As a result, students struggling silently often go unnoticed: for those “students in the dark”, there is often no obvious red flag for support services to act on until it is too late.

    NSS data in recent years reveal a clear pattern of student dissatisfaction with support around feedback and independent study, indicating a growing concern and demand for help outside the classroom.

    While the existing framework works well for those confident and proactive students, without more inclusive and personalised mechanisms in place, we risk missing the very group who would benefit most from early, student-centred support.

    This is where academic coaching comes in. One of its most distinctive features is that it uses data not as an outcome, but as a starting point. At Buckinghamshire New University, Academic Coaches work with an ecosystem of live data – attendance patterns, assessment outcomes, and engagement time with the VLE – collaborating closely with data intelligence and student experience teams to turn these signals into timely action.

    While our academic coaching model is still in its early phase, we have developed simulated student personae based on common disengagement patterns and feedback from colleagues. These hypothetical profiles help us shape our early intervention strategies and continuously polish our academic coaching model.

    For example, “Joseph”, a first-year undergraduate (level 4) commuter student, stops logging into the VLE midway through the term. Their engagement drops from above cohort average to zero and stays that way for a week. In the current system, this might pass unnoticed.

    But through live data monitoring, we can spot this shift and reach out – not to reprimand but to check in with empathy. Having been through the student years, many of us know, and even still remember, what it is like to feel overwhelmed, isolated, or simply lost in a new environment. The academic coaching model allows us to offer a gentle point of re-entry with either academic or pastoral support.

    One thing to clarify – data alone does not diagnose the problem – but it does help identify when something has changed. It flags patterns that suggest a student might be struggling silently, giving us the opportunity to intervene before there is a formal cause for concern. From there, we Academic Coaches reach out with an attentive touch: not with a warning, but with an invitation.

    This is what makes the model both scalable and targeted. Instead of waiting for students to self-refer or relying on word of mouth, we can direct time and support where it is likely to matter most – early, quietly, and personally.

    Most importantly, academic coaching does not reduce students to data points. It uses data to ask the right questions and to guide an appropriate response. Why has this student disengaged? Perhaps something in their life has changed.

    Our role is to notice this change and offer timely and empathetic support, or simply a listening ear, before the struggle becomes overwhelming. It is a model that recognises the earlier we notice and act, the greater the impact will be. Sometimes, the most effective student support begins not with a request, but with a well-timed email in the student’s inbox.

    Firefighting? Future-proofing

    The academic coaching model is not just about individual students – it is about rethinking how this sector approaches student support at a time of mounting pressure. As UK higher education institutions face financial constraints, rising demand, and increasing complexity in students’ needs, academic coaching offers a student-centred and cost-effective intervention.

    It does not replace personal tutors or other academic or wellbeing services – instead, it complements them by stepping in earlier and guiding students toward appropriate support before a crisis hits.

    This model also helps relieve pressure on overstretched academic staff by providing a clearly defined, short-term role focused on proactive engagement – shifting the approach from reactive firefighting to preventative care.

    Fundamentally, academic coaching addresses a structural gap: some students start their university life already at a disadvantage – unsure how to fit into this new learning environment or make use of available support services to become independent learners – and the current system often makes it harder for them to catch up.

    While the existing framework tends to favour confident and well-connected students, academic coaching helps rebalance the system by creating a more equitable pathway into support – one that is data-driven yet recognises and respects each student’s uniqueness. In a sector that urgently needs to do more with less, academic coaching is not just a compassionate gesture, but a future-facing venture.

    That said, academic coaching is not a silver bullet and it will not solve every problem or reach every student. From our discussions with colleagues and institutional counterparts, one of the biggest challenges identified – after using data to flag students – is actually getting them on board with the conversation.

    Like all interventions, academic coaching needs proper investment, training, interdepartmental cooperation, clear role boundaries, and a scalable framework for evaluating impact.

    But it is a timely, student-centred response to a gap that traditional structures often miss – a role designed to notice what is not being said, to act on early warning signs, and to offer students a safe place to re-engage.

    As resources tighten and expectations grow, university leadership must invest in smarter, more sensible forms of support. Academic coaching offers not just an added layer – it is a reimagining of how we gently guide students back on track before they drift too far from it.

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  • College of Western Idaho Boosts Enrollment and Retention with Data-Driven Solutions

    College of Western Idaho Boosts Enrollment and Retention with Data-Driven Solutions

    In late 2021, the College of Western Idaho (CWI) needed to address a consistent enrollment decline and improve student retention. With an ambitious vision to improve and optimize its technological infrastructure and student outreach, CWI sought to build a best-in-class system to enhance student engagement and elevate enrollment strategies. To ensure that data and technology were aligned with CWI’s growth objectives, the college partnered with Collegis Education to analyze their combined impact. Were its data and tech aligned for impact, or were gaps hindering progress and creating unnecessary burdens across the team?

    Key Takeaways

    • Six consecutive terms of YoY enrollment growth
    • Experienced the highest YoY increase in persistence in history of the college from Fall 2022 to Fall 2023
    • Consistent improvement in term-over-term retention

    CHALLENGES:

    • Declining enrollment
    • No established retention strategy
    • Lack of CRM
    • Underutilized LMS
    • Siloed technology and data systems

    SOLUTIONS:

    • Connected Core®
    • Advanced analytics + business intelligence
    • LMS support
    • Website optimization
    • Data-driven outreach and support for students identified as at-risk

    Strategy

    Collegis Education and CWI began collaborating on building a best-in-class student journey from the point of initial inquiry through graduation.

    A comprehensive evaluation of existing CWI systems allowed Collegis to assess the college’s digital readiness, technology infrastructure, and enrollment ecosystem to understand how they aligned with its growth objectives. The partnership quickly proceeded from consultation to implementation.

    Collegis prescribed a set of solutions to enhance student engagement from first contact and elevate the school’s enrollment strategies:

    • Connected Core® to unite siloed systems, data sets, and other enrollment technologies, providing more accurate, actionable, unified institutional intelligence with clear visualizations to support data-enabled decision-making at all levels.
    • Website optimization to improve conversion and deliver a student-centric digital experience that supports the objectives, goals, and mission.
    • Prospective student nurturing campaigns with a messaging protocol designed to drive conversion and prospective student engagement with CWI.

    Collaborating closely with CWI, Collegis developed a well-defined student retention strategy that established meaningful student-advisor relationships early on, ensuring students felt supported from their first interaction onward.

    • Enrollment conversation training gave student-facing staff the tools to drive positive experiences for CWI learners while embracing a liaison approach to student engagement.
    • Collegis student success coaches conducted proactive outreach to engage students while leveraging an at-risk alert system to drive intervention. This early alert system flags students needing support based on learning management system (LMS) data on attendance, current grades, and assignment completion.

    Results: Average YoY growth each semester since our partnership began has averaged 5%

    By working with Collegis, CWI could focus on its student journey and how it could better use data and technology to deliver superior student engagements and reach its growth targets. This has helped not only stop, but reverse historical enrollment declines. In 2024, CWI projected year-over-year growth for the sixth consecutive academic term. The school has achieved an average year-over-year term growth of 5%, with a trendline for fall 2024 of over 9% growth.

    “Our partnership with Collegis has provided expertise, speed, and flexibility in areas where we, as an institution of higher education, have been unable to improve so nimbly.  Where most consultants provide an analysis and leave, Collegis follows through with ‘and this is how we’ll make that happen for you’.  Trusting their recommendations is easy because I know they are signing themselves up to do the work with me.”

    Tyler Brown, Associate Vice President Enrollment & Student Services, College of Western Idaho

    Value-based conversations with prospective students have resulted in increased applications. Further, pre-start engagement from the advising and student success coaching teams has increased registrations from admitted students.

    By fostering a culture of meaningful interaction and support for students, CWI paved the way for improved student retention. The LMS-based at-risk model has driven 19,000+ proactive student engagements and interventions in one academic year.

    Within just one year of implementing these targeted strategies, CWI witnessed a remarkable in retention rates, all while alleviating the workload on faculty and staff.  Similar retention strategies deployed by other Collegis partner institutions have yielded term-over-term retention rates exceeding 90%, underscoring the effectiveness of our approach.

    Whenever we want to try something new or have a challenge we need help with, my first thought now is let’s call Collegis and see if this is something they can help us with.”

    Denise L. Aberle-Cannata, Provost, College of Western Idaho

    With a proven retention strategy and access to a proactive model, CWI can now build out its internal retention capabilities and plans to take over the student success coaching function.

    The Future

    CWI’s commitment to embracing change and being agile is demonstrated by the school’s evolving partnership with Collegis to exceed industry best practices and realize sustained growth. Ongoing services and incremental work are targeting LMS initiatives to stabilize, standardize, optimize, and transform CWI’s instance of Blackboard Learn and redesign its new student orientation, among other things.

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