Reliability

Every SDS section cleared the 0.70 research bar. Overall consistency was excellent at .910.

Structure

Pakistani responses clustered into 5 factors that still map onto Holland's types.

A five-factor solution accounted for about two thirds of how students answered.

Our study

Validating the SDS for Pakistani students

Psychometric validation of Holland's Self-Directed Search among Pakistani youth, the study behind ilmlink's career quiz.

Why this study

Career choice here is high-stakes and under-supported

Career choices in Pakistan are often shaped by family expectations and prestige, not only personal interest.
Many schools and colleges still lack structured career counseling and validated assessments.
Western tools like the SDS need local psychometric testing before they can guide students reliably.

Why it matters

Evidence students can use at home
A Holland Code gives young people objective language to discuss interests with family, not just “I don’t want engineering.”
A foundation for better guidance
Validated tools help counselors and programmes move from prestige-driven tracking toward interest-based exploration.
Global theory, local check
The study supports using SDS-based guidance in Pakistan when results are interpreted with cultural context in mind.

Keep reading

The SDS in plain language, the Pakistan study as a lighter guide, and the full paper if you want every table.

Take the quiz built on this framework. About three minutes.