Welcome to PIPE resources

These are freely available resources some of which are restricted by being behind a 'validated email wall' to deter bot traffic.

Frequently Asked Questions

Some Frequently Asked Questions and their answers. This section grows as more questions are asked.

Whats behind the Wall.

To access the resources below, we ask that you first confirm an email address.


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University Economic Model:

This is a model of the pressures on universities and their parameters. If you are a mentioned university and you would like to update the parameter values used please let us know what the corrected values are by the following process.

  • export the data as a csv from the model (press the export button).
  • amend your own establishments data line (or add it if you are not on the list).
  • send it to contact@labtoipo.com with a subject line of 'UEM data'.
    The model is based on the latest public data.

Additional Datasets

Additional Datasets to the standard (UK, Australia, New Zealand, USA) exist for

  • Belgium
  • Canada
  • France
  • Germany
  • Italy
  • Netherlands
  • Spain

Napkins:

The Napkins process is a lightweight process for registering ideas. Best explained by going to