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Using Research Indicators

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

Outputs in top percentiles

Outputs in top percentiles is a Snowball Metric.Snowball Metrics symbol

Outputs in top percentiles Snowball Metrics symbol indicates the extent to which an entity’s outputs are present in the most-cited thresholds of a data source per publication year. 10% is recommended as the default threshold. Other thresholds are the number of publications within the top 1%, 5% and 25% of most-cited publications. An entity can be an institution, a research group or an individual researcher.

Outputs in top percentiles can be presented as an absolute count or a percentage of outputs. The percentage option should be used when comparing entities of different sizes, to field-normalize this variable.

Field normalisation is important for cross-disciplinary benchmarking e.g. citation counts tend to be higher in disciplines such as immunology and microbiology, whose academics tend to publish frequently and include long reference lists. This is in contrast to mathematics, where publishing 1 item every 5 years that refers to 1 or 2 other publications is common. These differences reflect the distinct behavior of researchers in distinct subject fields, and not differences in performance.

Outputs in top percentiles is useful for:

  • Benchmarking the most influential, highly cited publications in entities of different sizes, but in similar disciplines.
  • Distinguish between entities whose performance seems similar when viewed by other metrics, such as Scholarly Output, Citations per Output, or Collaboration.
  • Showcase the performance of a research group whose publications are amongst the most cited publications of the scholarly world.

Note that the time period does not refer to the year in which citations were received, but to the year in which outputs were produced.

Outputs in the top 10% is one of the metrics used in the  JCU Research Performance Model. This metric is also used in Excellence in Research for Australia (ERA) and various global rankings.

Outputs in top percentiles will vary for the same research entity in different database sources. Comparisons should therefore only be made from a single source. See appropriate use of publication and citation metrics.

Recommended sources for calculating Outputs in Top Percentiles are listed below.

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