aptitude
Let an agent handle aptitude as a capacity measured with care, distinguish aptitude from attainment and qualifications, and avoid labelling people.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify
Researched by: Claude
Purpose and description
Let an agent handle aptitude as a capacity measured with care, distinguish aptitude from attainment and qualifications, and avoid labelling people.
An inherent or acquired capacity to learn or perform certain kinds of tasks, assessed in education and employment; the registry entry also gathers school-leaving qualifications that certify levels of attainment.
What it is for: Guiding education and career choices and selection.
It can be assess it, with validated tests; develop it, through practice and education; use results, fairly and transparently; recognise qualifications that certify attainment.
Distinguishing features
Capacity to learn or perform
Different from attainment, which qualifications certify
Measured imperfectly by tests
Can develop over time
What it looks like
Not visible; inferred from tests and performance; qualifications appear as certificates.
How it is recognised
Aptitude test reports
Certificates such as Mittlere Reife or Danish upper-secondary exams (attainment, not aptitude)
Performance in tasks
Related models
is confused with - certified attainment
is measured by - assessment
relates to - abilities
is used in - contexts
In practice
Families and kinds
verbal, numerical, spatial and mechanical aptitudes
musical and artistic aptitudes
aptitude tests in selection
school-leaving qualifications (attainment)
Standards and regulation
Standards for Educational and Psychological Testing
Equality law on fair selection
National qualification frameworks
Failure modes and hazards
Labelling people from a single test
Biased tests
Confusing aptitude with attainment
Also called
+51
Where this came from
wikidata · CC0 1.0
Also registered as vr.tr.aptitude
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 4 bundles · 8 layers · 8 findings · 16 questions.
Concept What aptitude is.
Clear concepts prevent misuse.
Kind
Type of aptitude.
Kind
Aptitude type.
- Which aptitude is meant? definition
- Is it aptitude or attainment? boundary
Development
Change over time.
Development
How it develops.
- Can this aptitude be developed? definition
- How? action
Assessment Testing.
Tests must be valid and fair.
Test
Instrument.
Test
Test used.
- Which test was used, and is it validated for this group? provenance
- What is its reliability? measurement
Fairness
Bias.
Fairness
Bias checks.
- Is the test fair across groups? boundary
- Are adjustments available for disabled candidates? boundary
Qualifications Certified attainment.
Qualifications certify what was achieved.
Award
Certificate.
Qualification
Qualification.
- Which qualification certifies this attainment? provenance
- At which framework level? provenance
Recognition
Equivalence.
Recognition
Recognition abroad.
- How is it recognised in another country? boundary
- Who assesses equivalence? provenance
Use Decisions.
Results must be used carefully.
Decisions
Selection and guidance.
Decisions
Use in decisions.
- How are results used in decisions? definition
- Can people appeal? action
Language
Avoiding labels.
Language
Respectful wording.
- Does the wording avoid fixed labels? boundary
- Is uncertainty acknowledged? action
What the second pass must settle
- Should school-leaving qualifications be split into their own entries?
- How should aptitude tests be linked to validity evidence?
- How should agents talk about ability without labelling?