Workforce Insights

Practical workforce guidance.Written for employers.

Articles by John P. Beck, Jr. that explain what is changing, why it matters, and what leaders can do next.

Hiring manager reviewing a PXT Select assessment report
01Hiring & Job Fit
02Leadership & Retention
03Safety & Assessments

Workforce Insights by John P. Beck, Jr.

What is changing. Why it matters. What to do next.

Browse every Workforce Insights article, with the newest edition shown first.

Assessment compliance13

Pass/Fail Hiring Assessments: Legal Risks and Better Practices

What federal guidance actually says about cutoff scores, adverse impact, validation, accommodations, ranking, and the limits of percentage-match scores.

10-minute readRead article →
Assessment science14

Normative vs. Ipsative Assessment Models: What Is the Difference?

A practical, research-backed explanation of normative and ipsative scoring, forced-choice formats, job relevance, and what employers should ask before using an assessment.

12-minute readRead article →

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