Qualitative assessor training

Providing dedicated training to support assessors in reviewing and assessing qualitative information.
Level 0
Aim: Value process
Aim: Bias mitigation
Aim: Diversity
Aim: Alternative questions
CoARA Commitment 2
CoARA Commitment 5
CoARA Commitment 6
CoARA Commitment 7
CoARA Commitment 8
Target: Funder
Target: Academic Institution
Target: Editor and publisher
Contributor

Experiments in Assessment WG

Publication date

April 9, 2026

Updated

April 20, 2026

WarningObjectives and potential outcome
  • Build understanding and capacity among reviewers
  • Make assessors confident in assessing qualitative information

Research domains

This is applicable to any domain where assessors are asked to assess and compare qualitative information, notably relevant in the case of narrative CV assessment (see associated idea), but it can be relevant to individual and project assessment alike.

Context and considerations

Experiments in building and providing training for assessors could look at effectiveness of the training in making more reliable qualitative assessment (as recommended in this review). This could investigate assessor confidence in assessing qualitative information, repeated scoring consistency, or any other elements that may impact evaluation reliability after the training has been followed.

While training can be provided by the organisation conducting the assessment, funders also report that allowing assessors to interact with one another (exchange) is useful and valuable in improving the assessment. Exchange discussions could be organised before and during assessment exercises. Assessor-to-assessor (peer-to-peer) training can also help. The peer-to-peer platform PEP-CV could be relevant to look into. https://pep-cv.mariecuriealumni.eu

Challenges and mitigations

Challenge: Uptake of training may be unequal across assessors.
Mitigation: Making training mandatory for assessors, or providing direct exchange and discussion can motivate assessors to undertake the required training.

Evaluating success

Relevant resources and literature

This section includes resources, literature, and reports relevant to this specific experimental idea.

Templates from funders and institutions

Case examples and literature

FNR Luxembourg provides resources to support assessors in the assessment of narrative CVs (see https://www.fnr.lu/new-video-resource-for-funders/ and associated video).

The Royal Society resources on unconscious bias may also help support assessors in understanding how they can minimise bias in qualitative assessment.

Other resources

Case Studies or Implementation Examples