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As the education landscape evolves, so do our strategies for success. With this in mind, Kaimetrics have developed the Apprenticeship Growth Matrix, a framework that sheds light on the dynamic relationship between achievement rates and learner growth. 

The matrix can be used alongside bubble charts to place apprenticeship providers, standards, and SSAs into four distinct quadrants based on two critical factors.

Using Aptem's OData, Kaimetrics have developed operational and strategic dashboards in Microsoft Power BI. Working alongside David Lockhart-Hawkins, these dashboards have been designed to give data insights that can be used to drive quality and compliance. 

The dashboards allow you to track learners' progress using a range of metrics to ensure learners are engaged and your provision is compliant.

Using the right visualisations at an operational level can quickly highlight where apprentices are not engaging with the programme so extra interventions can be put in place. At a strategic level they can highlight areas of risk, allowing decisions to be made that impact the whole organisation.

At Kaimetrics, we love using the numbers to tell the story, making sure you get information that is relevant, user-friendly and allows you to make timely decisions.

When thinking about the data problem you are trying to solve, it is important to go back to the start and understand how data is being collected and categorised. Having too many categories means it is difficult to summarise the data and gain impactful insights. You need to consider why you are collecting the data and what you are going to do with it.

Kaimetrics can look at your existing data collection processes and offer support, such as designing survey questions.

Human error is inherent in all manual data entry processes and can affect data analysis and conclusions. Data cleaning is the process of making sure your data is accurate, complete, consistent, unique and timely.

Kaimetrics can ensure your data is clean, identify where processes can be improved and advise on controls that could be put in place to prevent or reduce the risks.