Resources

Better assessment decisionsstart with better questions.

Practical guidance to help HR leaders and hiring managers choose the right evidence for the decision at hand.

Hiring manager reviewing a PXT Select assessment report
01Expert Insights
02Turnover Calculator
03Decision Guides

Workforce Insights by John P. Beck, Jr.

Workforce decisions, explained clearly.

Each article explains what is changing, why it matters to employers, and what leaders can do next.

Workforce performance01

Before You Add Headcount, Find Out What Is Limiting Performance.

A practical review for employers deciding whether to hire, develop employees, or fix the work itself, with job-fit evidence and transparent capacity math.

7-minute readRead article →
Hiring & job fit02

AI Can Rewrite the Résumé. It Cannot Prove Job Fit.

AI can improve a résumé without proving the person can succeed in the job. A practical framework for replacing résumé confidence with job-related evidence.

10-minute readRead article →
Leadership & retention03

Employees Are Turning Against AI. The Leadership Problem Is Bigger Than the Technology.

AI resistance often exposes a leadership trust problem. A practical framework for communicating change, preparing managers, protecting human accountability, and measuring real business value.

9-minute readRead article →
Workplace safety04

Your Safety Plan Depends on Supervisor Behavior. Are Your Leaders Ready?

Supervisors turn safety procedures into daily decisions. Learn how Safety Quotient for Leaders supports self-awareness, coaching, and more consistent execution.

11-minute readRead article →
Early-career hiring05

42% of Recent College Graduates Are Underemployed. Employers May Be Screening Out Potential.

Separate essential experience from convenient proxies, define the job clearly, and evaluate early-career potential with consistent, job-related evidence.

10-minute readRead article →
Leadership strategy06

Manager Engagement Fell to 22%. Fix How You Select and Develop Managers.

Define the manager job, select with relevant evidence, support the transition into people leadership, and measure improvement against observable behavior and business results.

10-minute readRead article →
View all articles

Decision library

Answers organized around the decision.

Responsible assessment use

An assessment should strengthen judgment, not replace it.

The best assessment process is job-relevant, consistent, understandable, and combined with other evidence.

  • Choose the tool for a defined business decision
  • Use consistent administration and scoring
  • Train decision-makers to read the report appropriately
  • Combine results with structured interviews and job evidence
  • Review models and processes as the work changes
Breaking the Code book cover

Featured resource

Breaking the Code

A direct challenge to résumé-first hiring and a practical introduction to Occupational DNA®.

View on Amazon

Use the resource. Then apply it.

Need help connecting the guidance to your organization?

Bring us the workforce decision you are trying to improve. We’ll help you sort through the evidence and options.

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