Skip to main content

Atlas Blog

Netnography: Read Online Accounts in Cultural Context

Learn netnography through a worked community-context note. Compare online accounts, check permission boundaries, and revise claims against the evidence.

NIH Project Narrative: Explain Public Health Relevance

Write an NIH project narrative in three sentences or fewer. Use a worked example to connect your aims to public health without promising untested benefits.

NIH Project Summary: Trace Aims Before Writing

Build an NIH project summary outline from checked aims and methods. See a worked example, separate the narrative, and verify the 30-line PDF requirement.

Non Experimental Research: Designs, Examples, and Claim Limits

Understand non experimental research with design examples. Check what was observed, what was changed, and which claims the methods and sources can support.

Nonresponse Bias: Compare Who Replied With Who Did Not

Understand nonresponse bias beyond the response rate. Check invited and responding groups in a worked survey example and save missing comparison evidence.

NSF Broader Impacts: Link Activities to Outcomes

Plan an NSF Broader Impacts section with a worked activity-to-outcome map. Check current instructions, partner roles, evidence, costs, and assessment.

NSF Mentoring Plan: Turn Training Into Commitments

Build an NSF mentoring plan with a trainee-to-activity map. Check the one-page rule, graduate student coverage, mentor roles, and separate IDP requirement.

Observer Bias: Trace What Raters Knew and Recorded

Understand observer bias with a worked classroom example. Check rater knowledge, recording rules, and blinding claims before accepting a safeguard as proof.

Order Effects Explained With a Sequence Audit

Order effects occur when condition sequence influences a study response. Audit presentation order, practice, fatigue, and carryover before interpreting results.