Skip to Content
Technical Update

Summer 2026 Update

12 May 2026

Matched Comparator Group Report Q&A

The tool may help streamline the process of creating a matched group. As you could see in the demonstration of the report, it still requires careful thinking about who is in your participant group, who you want to match with and what variables to match on. All of these factors will depend on your specific evaluation content.

Yes, significance testing would need to be done outside the tool because it would be informed by the groups’ outcomes. We can certainly provide an example of how to test for significance in differences in, e.g., higher education entry rates in our guidance.

We have debated this at length in the HEAT Research Group a number of times. There are always members who agree that this would be a good idea, but equally there are members who do not feel that they could agree to share their student data, anonymous or not. We would need all members to agree to this to implement it.

However, you can draw from any student records that are shared with your organisation, for example from your Uni Connect Partnership. This can increase your pool, if those records are available to you.

Feedback:

Maybe you could put together a proposal explaining how the anonymisation would work and how it is data compliant and ask members to vote on it?

A fuzzy match would be made for instance when you have specified that you are happy to add a tolerance to a variable. Within the Matched Comparator Group Report, these can be applied for  ‘Geography’ variables such as IMD, which are expressed in deciles. If you add a tolerance you allow the system to match with some leeway on that variable, for instance, allowing a student from IMD decile 2 to match to decile 1 or decile 3. In other words that is not an exact match, it is more ‘fuzzy’.

Essentially this allows you to make your matching less stringent and increase the number of matched students you will end up with. With this type of QED there is always a trade-off between how closely matched your groups are and how many matches you get.

The matching method is case-control matching, specifically matching without replacement, prioritising exact matches.

Students need to be ‘Complete’, with a Current Record State and Permission to Track = Yes. Any records that do not meet these criteria will be excluded from displayed counts and from the matching process.

Yes, we are exploring additional matching variables and are happy to consider more options. We do however need to consider what is available to us; for example, prior attainment isn’t commonly available. We are looking into potentially making use of Institution Profile data, but it was not in scope in this first iteration.

Higher Education (HE) Track Report Q&A

We will make a new dashboard available upon LIVE release, which is needed for Student HE Track Reports generated after Tuesday 16th June 2026 (LIVE release date). You can keep using your “old” dashboard with any reports generated before the 16th June. The new dashboard is no different to the current dashboard in terms of content, design and layout. The only difference is that it is set up to allow for Student HE Track Reports generated after Tuesday 16th June to be loaded in.

Following our next release of the HE Track 2024/25 data, we will be back to our annual tracking cycle for the HE Track data.

This means that in terms of delay, the HE tracking outcomes are expected to be made available around an academic year after. To use an example, the data entry and cleaning deadline for the 2025/26 HE Entry will be the end of this year (November 2026), and the corresponding HE Track data is anticipated to be returned within the 2026/27 academic year, in 2027. Please see our Data Update for more details regarding the upcoming HE Track release for the 2024/25 cycle.

‘Old’ HE Track dataset must be deleted when new HE Track data (for a new cycle) is made available. Until the 2024/25 HE Track  cycle data becomes available, you can use the ‘old’ track dataset until the next release. You have the option of running a new report if you wish to make use of the new fields or field restructure. If you do that, you will also need to download the updated HE Track dashboard, which will be available from Tuesday 16th June 2026.

Student Profiler Report Q&A

The matching process for the Student Profiler looks for institutions as follows: Institution HEAT ID if preceded by a #, Institution HEAT ID and URN if the entry is a number and does not start with #, an exact match on Institution Name, then a fuzzy match on Institution Name and Institution Alternative names. If the Institution Match is unsuccessful, the Student Profiler will look for a match on First Name and Last Name, Date of Birth, and Postcode only.

The Profile Reference is an optional reference that your organisation may have included when uploading participant data, such as a student number or another internal identifier. It isn’t used as part of the matching process itself. It’s simply carried through into the report so that, if needed, you can match the results back to your own records using a reference that is meaningful to your organisation.

The Profile Reference will only appear if your organisation originally supplied a value (such as a student number or internal ID) when uploading the participant data. It’s included in the report purely as a reference to help you link results back to your own records if needed.

This change will not impact data, import templates, exports, reports, or the API.

Roles and Permissions

The new Report will be available to users with the following default roles: Coordinator/Coordinator Lite, Lead/Lead Lite and User with reports. These roles will automatically have permission to view and generate the new Matched Comparator Group Report.

For organisations using Custom Roles, the following new permissions can be assigned as required:

  • Create Matched Comparator Group Report
  • View Matched Comparator Group Report

Please note: Role permissions will be available once the Comparator Group Report have been checked and signed off on the LIVE database.

This change will not impact the API, any data values or database roles.

Members using the Student Profiler will need to download and use the new import template. The input field ‘Student Number’ has been renamed to ‘Profile Reference’. The input fields ‘Institution HEAT ID’ and ‘Institution URN’ have been merged into one field labelled ‘Institution’.

The content of the report output has been streamlined by combining sheets ‘Matched (Your Group) and ‘Matched (Shared)’ into the sheet ‘My Students’. The ‘Matched Student Activities’ sheets have been renamed to ‘HEAT Student Activity’.

Additionally, and based upon member feedback, the data content of the report has been altered, including the removal of the now out-of-date ‘SED ID’ Student field. The activity information includes a total count of activity attendance and a sum of contact hours and this data is represented by Activity Type.

Finally, the arrangement of supplementary information, including individual matching results, is detailed within the ‘My Students’ and ‘HEAT Student Activity’ sheets, making it easier to understand.

This change will not impact any imports or exports.

This is a breaking change which affects the API. Following on from minor adjustments within the Winter 2025 Technical Update to the Higher Education Track report, the Summer 2026 Technical Update contains significant changes to the data content the HE Track report contains.

API users should note that this is a breaking change. New endpoints have been created for HE Track data:

  • ‘/ambassadors/hetrack’ replaces ‘/ambassadors/hesa’
  • ‘/students/hetrack’ replaces ‘/students/hesa’

Members using the HEAT API to access the HE Track data should update their processes to use the new endpoints listed above.

This update does not modify or remove any underlying data. However, this update does include significant changes to the content and structure of the HE Track Report. Report fields have been reviewed, with some fields added, renamed, or deprecated, and duplicated or legacy content removed from the report output.

These changes will also support the future integration of HE Track data into the HE Track Dashboard.

This change will not impact any imports, exports or the API.

This update may impact underlying data. Members who use the Delivery Report for reporting purposes should be aware that participant totals may differ from previous report outputs.

This change will not impact any data values on the database or the API.

Members using Ambassador Application Forms will need to download and use the new import template from the ellipsis menu when using a form. This change also impacts the Ambassador Application Form export template.

Improvements to setting the ‘Privacy Statement Required’ field within the Submission tab now considers whether the application can be linked to an Ambassador record.

Where ‘Attempted Ambassador Matching’ is selected, the option to hide the Privacy Statement has been removed. This change ensures that the ‘Permission to Track’ field is not inadvertently removed as it is required on the Ambassador record. The name of the two remaining options within the ‘Privacy Statement Required’ field have been changed from ‘Visible’ to ‘Visible-Opt-in Consent not required’, and from ‘Visible & Required’ to ‘Visible-Opt-in Consent required’. Additionally, the application form field ‘Lastname’ has been corrected to ‘Last Name’.

This change will not impact any imports, exports or the API.

This update may impact underlying data. Within the Activity Delivery sheet of the OfS Monitoring Report, the ‘Targeted/Strategic Outreach’ field will assign Activity records to ‘Strategic Outreach’ delivery unless the Activity ‘Programme Title’ field includes the value of ‘Targeted Outreach’ or ‘Both’. Previously, this field was counting Activity records without an OfS defined value to ‘Targeted Outreach’.

Where an Activity ‘Programme Title’ field contains the value of ‘Both’ alongside an entered value of ‘Strategic Outreach’, ‘Outreach Hub’, or ‘Targeted Outreach’, these records will now be counted as ‘Both’.

All partnerships have been notified of this upcoming change and asked to adjust their data accordingly to ensure that the new default does not impact future reporting.

There will be no impact on data, import templates, exports, reports, or the API.

There will be no impact on data, import templates, exports, reports, or the API.

There will be no impact on data, import templates, exports, reports, or the API.

There will be no impact on data, import templates, exports, reports, or the API.

There will be no impact on data reports, or the API.

This change will affect the import template. Members using Ambassador Application Forms will need to download and use the new import template from the ellipsis menu when using a form.

There will be no impact on data, import templates, exports, reports, or the API.