Towards principled adequacy for purpose in choosing evaluation methods

Moving beyond gold standard thinking in evaluation methodology requires robust, alternative frameworks for methodological choice and justification. We develop such a framework, which we term ‘Principled Adequacy for Purpose’. We develop this account by considering recent work centring both the role of questions and values for methodological choice. While we argue that both approaches make important improvements over traditional evidence hierarchies, these frameworks by themselves also face significant limitations. We consider that combining these frameworks, while giving greater consideration to the notion of evaluative purpose, affords better guidance for methodological decision-making in evaluation. For this, we draw on recent work on Adequacy for Purpose in model evaluation, to combine these approaches under the ‘Principled Adequacy for Purpose’ umbrella.

Publication Details

Journal
Evaluation
Published
2026-02-16
DOI
https://doi.org/10.1177/13563890251412826
Primary Topic
Evaluation and Performance Assessment
Type
article
Field-Weighted Citation Impact
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article

Towards principled adequacy for purpose in choosing evaluation methods

Evaluation
Evaluation and Performance Assessment
article

Towards principled adequacy for purpose in choosing evaluation methods

article en

Abstract

Moving beyond gold standard thinking in evaluation methodology requires robust, alternative frameworks for methodological choice and justification. We develop such a framework, which we term ‘Principled Adequacy for Purpose’. We develop this account by considering recent work centring both the role of questions and values for methodological choice. While we argue that both approaches make important improvements over traditional evidence hierarchies, these frameworks by themselves also face significant limitations. We consider that combining these frameworks, while giving greater consideration to the notion of evaluative purpose, affords better guidance for methodological decision-making in evaluation. For this, we draw on recent work on Adequacy for Purpose in model evaluation, to combine these approaches under the ‘Principled Adequacy for Purpose’ umbrella.

Evaluation
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Evaluation and Performance Assessment
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