TRANSFORMING HIGHER EDUCATION DATA PROCESSES

Traditionally, Higher Education Institutions have not had established business practices based on supporting data. Increasingly, there has been a paradigm shift towards treating students as customers. This means getting the right students enrolled as well as maximising the engagement of the students by providing them with the best quality experience. This is a mutually beneficial goal, as the institution retains more student fees and the students receive the best quality experience whilst studying. The challenge revolves around developing data processes that can determine which students are most likely to be the best fit as well as identifying those students who are likely to drop out so that you can assign more resources towards them to prevent this.

STUDENT RETENTION APPROACH

Student Recruitment and Engagement

Find out how we can help

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SOLUTION  BENEFITS

Billigence has developed a system of predictive analytics using our software partners Alteryx.

For student recruitment, utilising various data components (such as demographic information and test scoring information) and then mapping out data processes with Alteryx, Billigence can create a model that will better predict which students are the most appropriate to enrol for a course. Alteryx allows for this analysis to be done quickly, which is vital due to clearing time. You want to be able to pick from the best as soon as possible.

Using various collected data (such as attendance data and utilisation of resources data), a student retention model can be developed. This model can sort students into ‘at risk’ categories based on their levels of attendance, utilisation of campus resources and other factors. This allows for planners to understand what groups of students are exhibiting signs that they will drop out, and can indicate that they may need extra resources or guidance to prevent this.

Student Recruitment and Retention Benefits

IMPLEMENTATION APPROACH

Prerequisites

Engage key decision makers and relevant stakeholders in the process

Identify and gather all data sources relevent to student recruitment/engagement/retention

Define expected outcomes

Proof of Concept

Start with FREE trial of Alteryx

Build skeleton of model

Prove Alteryx is the right solution

Develop and Deploy

Purchase 1 Alteryx Designer License

Build fully working automated solution based on requirements and visualise results for analysis

Deploy the model

Training of users for self-maintenance

Advanced Shareable Solution

Purchase Alteryx Server license along with a few more designers

Easily share the model with others

Give other departments the access to build their own

Leverage Alteryx for other processes

THE ALTERYX SOLUTION

Advantages

Self service model maintained internally

No programming skills needed

Fast Engine, repeatable workflows

Combine Data sources

What-if scenario planning and predictions

Fast Deployment

Single point of truth

Steven McDonald Testimonial Image

“Billigence have proven themselves to be a strong and consistent partner, always accommodating and delivering value above and beyond our expectations whenever there’s a need. We have built a strong relationship with the team which will continue to grow as Billigence support our strategic objectives towards becoming a data driven University.”

Steven McDonald, University of Glasgow
Peter Jones Testimonial Image

“Getting Billigence on board has proved to be an excellent decision. They’ve had the skills, experience and tools to tackle some of our long-standing data challenges and quickly solve them. They’ve really moved our management conversations forward, busting some myths and helping us to focus on the real challenges.”

Peter Jones, University College of London
Andrew Fern Testimonials Image

“Billigence’s approach to enabling my team to use Alteryx has been first class. We never felt lost in the complexity of the process and Billigence was able to teach us and show us what we needed to do simultaneously.  It was also great fun.  We made far more progress in one working week with Billigence than we had dreamed was possible at the start of the project.  Undoubtedly we will become avid Alteryx users and keep our link to Billigence’s expertise on student number planning to ensure our University prospers.”

Andrew Fern, York St. John University