HelpAutomation tools in EPPI-Reviewer
Automation tools in EPPI-Reviewer

EPPI-Reviewer contains a number of automation tools -:

  • Deduplication (not glamorous, but important!)
  • Automatic clustering of studies
  • 'Priority screening' for screening efficiency
  • Three study type classifiers (RCT, systematic review, and economic evaluation)
  • 'Robots': the RobotReviewer, and Human Behaviour Change Project tools
  • Automated review updates using Microsoft Academic

Many of the tools are extremely useful and can save valuable time. Some should also be considered as being under development and tested carefully before you use them in a review.


Machine Learning, Priority Screening and Classifiers

A specific guide to the Machine Learning facilities available within ER Web is available here. A separate document on Priority Screening can be found here.


Microsoft Academic

An introduction to using Microsoft Academic in EPPI-Reviewer is available here. Further information is available here.


The 'Robots' in EPPI-Reviewer

EPPI-Reviewer enables you to use two automatic classification tools to characterise the research included in documents uploaded into the system. You access both 'Robots' in the same area as you upload documents to an individual record. Clicking 'Robot' will open a dialog box where you can select the robot you want to use, and the coding tool where you want to place the results.

For the RobotReviewer robot, you need to have copied the 'RobotReviewer' coding tool into your review. To use the Human Behaviour Change robot, you need to have brought the 'Human Behaviour Change Project prioritised codes' into your review.

RobotReviewer can characterise important aspects of randomised trials of health interventions. You may find it particularly useful for assessing the study's risk of bias. It also identifies the 'PICO' characteristics of the study.  For further information about RobotReviewer, please visit the RobotReviewer website.

The Human Behaviour Change robot is still under development, and this early version is being made available for research and development purposes. It can also characterise randomised trials - most accurately in the field of smoking cessation. It is particularly focused on identifying the specific approaches to behaviour change that are used in the interventions evaluated in randomised trials. For futher information about this robot, please see the project website, and its growing set of papers on Wellcome Open Research.


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