An employer invites an applicant to complete an online assessment. The invitation explains the deadline and duration, but says nothing about which personal information will be collected, who will see the results, whether activity will be monitored, or when records will be deleted. The candidate can technically take the test, yet cannot make an informed judgement about the information being collected or its consequences.
Read guide →A candidate can perform poorly on a test and still be highly capable of doing the job. That can happen when the assessment measures the wrong skills, exaggerates the importance of speed, or relies on unfamiliar vocabulary that the job rarely requires. Conversely, a candidate can earn a high score on a general aptitude test while lacking a critical workplace skill. Job analysis is the bridge between the work people actually do and the evidence an assessment should collect.
Read guide →A company wants to hire an accounts assistant. It prepares a test containing calculations, invoice checks and short workplace scenarios. One manager wants candidates to finish quickly because the team works under deadlines. Another argues that the company needs accurate work, not people who rush through questions.
Read guide →An online assessment can fail in more than one way. A question bank may be exposed before a hiring campaign. A candidate may lose access halfway through a timed test. A scoring-key error may be discovered after shortlisting decisions have been made. Although these incidents look different, each can undermine the employer's ability to make consistent, defensible decisions.
Read guide →Should an employer rely on a structured interview or ask applicants to demonstrate the skills required for the job? Both can provide useful hiring evidence, but they answer somewhat different questions. The strongest selection process often combines them rather than treating one as a universal replacement for the other.
Read guide →A good multiple-choice question does more than ask something important. It also offers answer choices that reveal whether the candidate understands the task. If the correct choice is obviously longer, more detailed or more carefully worded than the others, a candidate may guess it without having the skill being tested. If the incorrect choices are deliberately confusing, the question may punish careful readers rather than identify capable employees.
Read guide →Govern scenario judgement question libraries with reviewer ownership, item versioning, exposure controls and retirement records.
Read guide →A candidate applies for a role, receives an assessment link and wonders whether the message is genuine. The email gives no company name, the deadline is expressed in an unfamiliar time zone and the sender does not explain what will happen if the link fails. The candidate postpones the test, then misses the deadline.
Read guide →A recruitment test can return the same result every time and still tell an employer very little about whether a candidate can perform the job. Equally, a work sample may look highly relevant but be scored so inconsistently that a hiring decision depends on which assessor happens to review it. These are different failures, and they require different remedies.
Read guide →A candidate applies for an analytical role and is invited to complete an online reasoning assessment. Before the test, the candidate explains that the standard interface cannot be used effectively with their assistive technology. Another candidate requests additional time because of a disability-related barrier. A third reports that a temporary injury prevents them from using a mouse.
Read guide →Investigate unexpected group score or progression differences using denominator checks, stage-level evidence and documented review.
Read guide →Request and assess vendor evidence on security, data protection, scoring, support, service terms and operational controls.
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