Skip to main content
It looks like you're using Internet Explorer 11 or older. This website works best with modern browsers such as the latest versions of Chrome, Firefox, Safari, and Edge. If you continue with this browser, you may see unexpected results.

Using Research Indicators

This guide provides information about indicators that can be used as a measure of research performance

Academic-Corporate Collaboration

Academic-Corporate​ Collaboration and Academic-Corporate Collaboration Impact are Snowball Metrics.Snowball Metrics symbol

Academic-Corporate Collaboration Snowball Metrics symbol calculates the number and percentage of outputs that have been co-authored by researchers from both academic and corporate, or industrial, affiliations. The “Percentage” option should be used when comparing entities of different sizes, to normalise for this variable.

A publication either exhibits academic-corporate collaboration, or it does not.

Academic-Corporate Collaboration Impact Snowball Metrics symbol calculates the average citations received by the outputs that have been co-authored by researchers from both academic and corporate affiliations.

The count of citations in the calculation of Academic-Corporate Collaboration Impact is independent of the collaboration status of the citing output: if an institution’s academic-corporate collaborative output has only been cited by publications authored solely by researchers with academic affiliations, then these citations are still counted.

Academic-Corporate Collaboration indicates the degree of collaboration between academic and corporate affiliations. It is useful for:

  • Benchmarking cross-sector collaboration of entities of different sizes, but in related disciplines, such as large and small research teams, or large and small Centers of Excellence.
  • Showcasing extensive collaboration between academia and industry that may underpin a set of Scholarly Outputs.

Academic-Corporate Collaboration Impact is useful to benchmarking the average influence of an entity’s publications with and without cross-sector collaboration e.g.:

  • The citation impact of publications of academic research institutes that were published with industrial collaboration, compared to those that were not.
  • The citation impact of publications of researchers located in a corporate affiliation that were published with academic collaboration, compared to those that were industry-only.

SciVal is the recommended source for calculating Academic-Corporate Collaboration and Academic-Corporate Collaboration Impact (listed below).

We acknowledge the Australian Aboriginal and Torres Strait Islander peoples as the first inhabitants of the nation and acknowledge Traditional Owners of the lands where our staff and students, live, learn and work.Acknowledgement of Country