Resources · Editorial
Hiring and assessment, grounded in evidence.
The AssessIQ resource library covers technical hiring practice, assessment science, and proctoring integrity for HR teams and talent acquisition leaders in India. Guides are written to help you make defensible, fair hiring decisions — grounded in established research and professional standards, not vendor marketing.
Guides
Start with the fundamentals.
Technical Hiring · India Guide
How to Screen Developers in India: A Structured Hiring Guide (2026)
Move beyond resume screening. This guide covers structured interviews, work-sample tests, scoring rubrics, and the India-specific context — campus vs. lateral, volume hiring, remote — that shapes developer assessment at scale.
- Structured interviews
- Work-sample tests
- Bias & fairness
- Volume hiring
Assessment Science · Fairness
Reducing Bias in Technical Hiring: Validity, Fairness & Adverse Impact
Criterion validity, construct validity, and adverse impact are not abstract concepts — they determine whether your hiring process selects the right people and whether it can withstand legal or regulatory scrutiny.
- Criterion validity
- Adverse impact
- EEOC guidelines
- Structured rubrics
Proctoring · Integrity
Remote Proctoring Integrity: What Actually Works (and What Doesn't)
Online proctoring has proliferated, but not all controls are equally effective. This guide separates evidence-backed deterrents from security theatre, and explains the tradeoffs for candidates, administrators, and legal risk.
- Browser controls
- Webcam monitoring
- Identity verification
- Legal risk
Why we write about this
Assessment decisions affect careers. The bar for evidence is high.
Grounded in professional standards.
These guides draw on the SIOP Principles, EEOC Uniform Guidelines, and the APA/AERA/NCME Standards for Educational and Psychological Testing — the bodies of work that define professional practice in employment assessment.
No fabricated statistics.
We do not invent percentages or cite studies we cannot verify. Where research supports a qualitative claim, we name the source. Where a number would require a specific study, we speak in terms of the established direction of evidence.
India-specific context.
Much of the published research on hiring comes from US or European contexts. Where the Indian hiring market — campus drives, tier-2 and tier-3 college pipelines, lateral-hire volume, remote work norms — changes the picture, we say so.
Practical, not academic.
Each guide ends with concrete steps a talent team or HR manager can apply — not a literature review. The goal is a hiring process that is fairer, faster, and more defensible.
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