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Computerized adaptive test

As explained in Think Like a Software Engineering Manager

Adaptive testing is an assessment method that adjusts questions or difficulty based on the test taker's background or responses.

Adaptive testing adjusts assessment questions to a candidate’s experience so the interviewer can evaluate reasoning without making language familiarity the subject of the test. section 7.1.3

Apply the technique by following these boundaries:

  • Adjust questions for relevant experience, such as changing a Java-oriented prompt for a candidate who works in Go. section 7.1.3
  • Assess claimed knowledge rather than recent learning or personal interests. section 7.1.3
  • Treat the interviewer as an instrument in the process; the organization or team makes the final decision. section 7.1.3

Java and Go

When a company primarily uses Java but a candidate has experience only with Go, adapt the questions to reveal the candidate’s thought process rather than testing Java-specific familiarity. section 7.1.3

How Think Like a Software Engineering Manager covers it

How deep it goes
Defines language-sensitive question adjustment and sets assessment boundaries, without detailing a scoring algorithm or test engine.
Examples
Uses a Java-versus-Go interview scenario to demonstrate adapting questions to a candidate’s coding-language experience.
What you can do after
Apply it by adapting interview questions to assess reasoning while avoiding tests of unfamiliar recent learning or personal interests.
How it connects
Connects adaptive testing with standardized assessments, interview question banks, hiring calibration, and inclusion and diversity.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Think Like a Software Engineering Manager. The section links point to the parts of the book it draws on.