Responsible Use of Testlify Assessment Results
Assessments support decisions. They do not replace them.
A strong assessment process uses structured evidence to improve consistency and decision quality.
Assessment results should be interpreted alongside the role, candidate population, administration conditions, and other relevant evidence.
Start with the job
Before selecting a test, define:
- the essential responsibilities
- the capabilities required at entry
- the capabilities that can be trained
- the level of proficiency required
- the evidence that would demonstrate each requirement
Do not select an assessment simply because it is popular or convenient.
Use multiple sources of evidence
Depending on the role, a selection process may include:
- skills assessments
- work samples
- structured interviews
- cognitive assessments
- language assessments
- relevant experience
- qualifications
- reference checks
Multiple measures should add distinct, job-related evidence rather than repeat the same information.
Set defensible decision rules
Document:
- why each assessment is used
- how scores will be interpreted
- whether a threshold is required
- who reviews results
- how exceptions are handled
- how accommodations are managed
- what happens when proctoring events are flagged
Avoid changing thresholds after reviewing individual candidate results.
Do not overinterpret scores
Assessment scores contain measurement uncertainty.
A small score difference may not represent a meaningful difference in capability. Review section-level results, score precision, and other evidence before ranking candidates too finely.
Maintain human oversight
Human review is especially important when:
- the decision has significant consequences
- AI-assisted scoring is used
- a proctoring flag is present
- an accommodation was provided
- the candidate is close to a threshold
- evidence conflicts
- the assessment may not fully reflect the role
Review the process over time
Employers should monitor:
- candidate completion rates
- score distributions
- hiring outcomes
- performance outcomes
- subgroup outcomes where lawful
- candidate feedback
- accommodation issues
- false-positive proctoring concerns
- changing job requirements
Frequently asked questions
Should an assessment be the sole basis for rejection?
Generally, no. Use a structured combination of relevant evidence, particularly for high-stakes decisions.
Can customers use one threshold for every role?
No. Thresholds should reflect role requirements and the selected assessment.
Should the highest-scoring candidate always be hired?
No. The score is one source of evidence. The final decision should consider the full job-related profile.
Can assessment results be reused for another role?
Only after confirming that the assessment and score remain relevant to the new role and that the result is sufficiently current.
How long should results remain valid?
There is no universal period. Consider whether the measured capability is stable, whether the assessment has changed, and whether the candidate's skills may have developed.