The AssessAll Blog
Assessment science, decoded weekly.
Measurement, hiring, proctoring, and the future of skills — written for people who make talent decisions.
A Visa Points Score Is Not a Capability Score: What Cross-Border Hiring Still Has to Measure
Canada's 2026 consultation proposes dropping study, sibling and spousal points as weak predictors, and Australian linked data found only about half of points-tested migrants work in their nominated occupation a year after grant. What a migration points score does and does not measure.
Read articleSeparate Interviewers Agree at .44, a Panel at .74: How to Build a Structured Interview Guide
Across 125 reliability coefficients and 32,428 interviews, panels averaged .74 interrater reliability and separate interviewers .44. A seven-step walkthrough for building an interview guide that measures - job analysis, question format, anchored scales, fixed probes, independent scoring and records.
Your Job Grades Are Now Legal Evidence. Most Job Evaluation Schemes Were Never Validated.
EU Directive 2023/970 makes skills, effort, responsibility and working conditions the legal basis for pay differences - but a 2025 review of 199 studies found job evaluation research declining since 2010 with almost no recent work on reliability or validity.
Two Marks Short: Walking Through One Team's Assessment Retake Policy
A retake policy is four numbers and one sentence about which score counts. An illustrative walkthrough of the six decisions, each settled against published retest research.
One Assessment, Five Countries: What Must Be True Before You Compare the Scores
Translating a test does not make its scores comparable. What construct, method and item equivalence actually require, and the six checkpoints a cross-border assessment has to clear before one ranked scale is defensible.
Probation Is Not a Second Screening. Four Markets Just Shrank the Window to Six Months.
US federal agencies acted on 0.4% of newly hired supervisors during probation. With the EU capping probation at six months, the UK cutting unfair dismissal qualifying service to six months in 2027, and India and the Philippines at six, probation cannot carry a selection decision.
What an EQF, NSQF or AQRF Level Actually Tells You About a Candidate
A qualifications framework level describes the complexity of a qualification, not how well a person performs. What referencing to the EQF and AQRF does and does not establish, the four things a level cannot tell you, and how to use one in a hiring funnel.
You Verified the Skill. Did You Verify the Person? Identity Assurance in Remote Hiring
A valid assessment score is conditional on the score belonging to the applicant. What DOJ enforcement records, the ITC administration modes and NIST SP 800-63A-4 say about designing identity assurance into a cross-border remote hiring funnel.
18 of 391 Employers Published the Bias Audit. Here's How to Run One on Your Own Funnel.
A step-by-step guide to adverse impact analysis in hiring: what the four-fifths rule actually says, why passing it is not a clean bill of health, and the records US state rules now expect employers to keep.
Candidates Quit in the First 20 Minutes. Shortening Your Assessment Won't Help.
Across 69 selection systems and ~250,000 applicants, assessment length had no relationship to withdrawal - 21% quit, most inside the first 20 minutes. Why shortening a validated test widens your error band without fixing drop-off, and what to fix instead.
Credential Recognition vs Skill Testing: Germany Fully Recognises 43% of Foreign Qualifications. Japan Tests Instead.
Germany fully recognised 43.2% of foreign qualifications in 2024 and referred 46.6% to a compensatory test; Japan's Specified Skilled Worker route skips equivalence and examines instead. A factual comparison of the two models and when each is right.
Multiple-Hurdle vs Compensatory Scoring: How You Combine Assessment Results Decides Who You Reject
Sequential hurdles or one weighted composite? The evidence on accuracy, adverse impact, cost and legal defensibility — and how to choose between them deliberately.
The Same Role in Singapore and Malaysia: Six Decisions Behind One Selection Process
An illustrative walkthrough of the six decisions behind building one selection process across Singapore and Malaysia - construct equivalence, national skills frameworks, language load, local cut scores, integrity bands and the records that make it defensible.
Emiratisation, Saudization and the Skill Verification Exam: A Practitioner FAQ on Gulf Hiring
Twelve practitioner questions on hiring under Gulf nationalisation rules in 2026 — what counts as a skilled role, what the Saudi Skill Verification Programme does and does not tell you, and how to assess fairly when eligibility is set by regulation.
Volume Screening vs Capability Screening: What the Philippines' Revised BPO Roadmap Changes About Who You Hire
IBPAP cut its 2028 headcount target by up to 650,000 jobs and redefined the workforce as AI-enabled. A practical comparison of volume screening and capability screening, when each is right, and a seven-step migration checklist.
Quality of Hire: The Metric 89% Call Critical and Only 25% Can Measure
89% of recruiting leaders say quality of hire matters more than ever, yet only 25% can confidently measure it. Why the lagging metric fails, and how standardised, integrity-verified pre-hire assessment data turns it into a routine quarterly report.
The 20-Interview Hire: Your Funnel's Most Expensive Hour Is Being Wasted
Interviews per hire are up ~40% and applications have tripled to 300+ per role. Why interviewer-hours-per-hire is the metric to cut — and how assessment-first funnels reclaim senior time for the interviews that matter.
The Hiring Method Rankings Changed: What Actually Predicts Job Performance Now
Sackett et al.'s revision of Schmidt & Hunter's classic validity rankings put structured interviews on top and cut cognitive ability from .51 to .31. What the corrected evidence means for designing screening funnels that actually predict performance.
38.5% of Candidates Are Cheating Interviews with AI. Your Screening Funnel Needs to Change.
New 2026 data shows over a third of candidates use AI copilots in live interviews — and most get through. Why the fix is proctored, structured assessment upstream of the interview, not a retreat to in-person rounds.
Want this thinking applied to your organisation?
Talk to the team behind the platform.
solutions@bodhih.com