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Atlas Blog

Voluntary Response Bias: Check Who Chose to Reply

Understand voluntary response bias through a worked opt-in survey example. Trace recruitment, distinguish nonresponse and save a source-linked uncertainty note.

Win Loss Analysis From Interviews to Checked Themes

Win loss analysis: compare buyer interviews in a source-linked theme matrix, keep contrary cases visible, and turn checked findings into a bounded next action.

UX Research Report: A Source-Checked Structure and Example

Build a UX research report from interviews and study notes. Use a clear structure, worked example, and evidence checks before sharing recommendations.

Abductive Coding: Follow a Surprise to a Better Explanation

Abductive coding starts when a finding challenges a theory. Use a worked case to compare rival accounts, trace claims to source lines, and test their limits.

Affinity Mapping: Turn Research Notes Into a Workshop Map

Affinity mapping for UX research, with a worked observation table: prepare source-linked notes, group them, handle outliers, and name clusters together.

After Action Review: Questions, Evidence, and Worked Example

Run an after action review with four focused questions, a planned-versus-actual evidence log, and clear next steps your team has agreed to test again.

Archival Research: Trace Records Back to Their Context

Learn archival research with a worked record table. Check finding aids, creators, dates, gaps, and conflicting accounts before writing a sourced history.

Audit Trail in Qualitative Research: A Decision Log Example

An audit trail links qualitative research decisions to their reasons and source material. Build a dated log and see what the record can and cannot show.

Comparative Analysis: Choose Dimensions and Check Evidence

Comparative analysis compares cases or source documents on shared dimensions. Build a cited matrix, mark missing evidence, and test apparent differences.