Document Analysis

Research & Synthesis

Acquiescence Bias: Check the Item Before Trusting Agreement

Understand acquiescence bias with a worked survey-item example. Check wording, answer scales, reverse scoring, and the evidence behind reported safeguards.

Research & Synthesis

ARRIVE Guidelines With a Reporting Evidence Note

Use ARRIVE guidelines to locate animal-study reporting in a manuscript. Build an item-to-text note, check gaps, and keep reporting distinct from study validity.

Research & Synthesis

Ceiling Effect: Check What a Maximum Score Can Show

Understand the ceiling effect with a worked score example. Trace scale bounds, reported top scores, and limits before interpreting a lack of measured change.

Professional Knowledge Work

Case Brief: A Worked Guide With Opinion Passage Checks

Write a case brief from your assigned opinion. Use a worked example to check facts, issue, rule, holding, and disposition against the original court passages.

Professional Knowledge Work

Competitive Landscape Analysis With a Checked Evidence Table

Competitive landscape analysis starts with a defined buyer and ends with checked claims. Build an evidence table, compare alternatives, and flag gaps.

Professional Knowledge Work

Competitive product analysis with checked source claims

Competitive product analysis with a worked evidence table, source checks, unknowns, and plan conditions to compare products without inventing a winner.

Knowledge Compounding

Best Notes AI Tools for Source-Checked Answers

Compare Notes AI tools for lectures, meetings, documents, study material, mobile capture, and the Atlas workflow for cited answers across saved notes.

Knowledge Compounding

Atlas vs Capacities (2026): An In-Depth Research Comparison

Atlas is a visual research workspace. Capacities is an object-based note app. Compare paper deconstruction, cited answers, research context, and tool fit.

Knowledge Compounding

Atlas vs Claude for Research (2026): Workspace Comparison

Atlas Workspace vs Claude for research: compare citation grounding, paper maps, project context, long-document analysis, drafting, and AI assistant work.

Visual Thinking

Knowledge Graph Generator Guide for Source-Grounded Maps

Learn what knowledge graph generators create, when to use graph database builders, and when Atlas Knowledge Maps fit source navigation and synthesis best.

Visual Thinking

Best Concept Map Generators for Source-Based Maps

Compare concept map generators for templates, AI study maps, PDFs, whiteboards, exports, and source-based Atlas Knowledge Maps you can check against sources.

Visual Thinking

How to Organize PDFs by Page Order, Tags, and OCR

Organize PDF files by reordering pages with a browser tool, then use clear names, folders, tags, OCR, and PDF metadata to keep a larger library searchable.

Stepped Wedge Design: Trace Rollout and Time Effects

Read a stepped wedge design through its clusters, rollout periods, and analysis. Trace a real trial's transition rules and time effects to the source passages.

Research & Synthesis

Stratified Sampling: Check the Groups and Selection

Understand stratified sampling through a worked allocation example, then check how a study defines strata, selects within them, and reports its limits.

Research & Synthesis

Stratified vs Cluster Sampling: Follow the Selection

Compare stratified vs cluster sampling with a school survey example. Trace which groups enter the sample, who is selected, and what the report leaves open.

STROBE checklist mapped to your manuscript

STROBE checklist guidance for observational studies, with official downloads and a worked passage map that keeps missing and uncertain reporting items visible.

Test Retest Reliability and the Limits of Stability

Test retest reliability checks score stability over time. Read a study's interval, conditions, reported coefficient and uncertainty before using its result.

TIDieR Checklist: Map Items to Reported Details

Use the 12-item TIDieR checklist to trace intervention details to source passages. Follow a worked example and keep planned and actual delivery distinct.

Usability Test Report: Connect Findings to Evidence

Write a usability test report from completed sessions. Link each finding to observed behavior, checked task outcomes, and a researcher-reviewed next action.

Professional Knowledge Work

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.

Research & Synthesis

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.

Research & Synthesis

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.

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.

Research & Synthesis

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.

Confounding Variable: Spot It Before Trusting a Causal Claim

Learn what a confounding variable is with a simple example, then check how published studies report adjustment, limitations, and uncertain causal claims.

Constant Comparative Method: Compare Cases and Revise Categories

Constant comparative method, explained with a worked example: compare new incidents with earlier cases, check contradictions, and document category revisions.

Contribution Analysis: Test a Causal Story Against Evidence

Learn contribution analysis through a worked program example. Test each link in a theory of change, weigh rival causes, and write a bounded final finding.

Research & Synthesis

Evaluation Plan: A Question-to-Evidence Template

Build an evaluation plan that links decisions, questions, criteria, data sources, methods, timing, and reporting. See a worked question-to-evidence matrix.

Research & Synthesis

Exit Interview Analysis: Trace Reasons to Evidence

Analyze exit interviews by coding reasons, checking contrary accounts, and building a source-linked evidence table before recommending a retention fix.

Framework Analysis: Build a Case-by-Theme Matrix

Learn the five stages of framework analysis, build a case-by-theme matrix, and check every summary against its source transcript before drawing conclusions.

Genre Analysis: Compare Rhetorical Moves Across Model Texts

Genre analysis shows how to compare purpose, audience, section functions, and rhetorical moves across model texts, with a source-backed worked example.

Research & Synthesis

Historiographical Essay: Compare Historians' Arguments

Write a historiographical essay by comparing historians' claims, source bases, and methods. Use a worked reading matrix to turn source notes into an argument.

Research & Synthesis

Inductive Thematic Analysis: From Codes to Themes

Learn inductive thematic analysis from source coding to challenged themes, with a worked evidence table, clear limits on researcher judgment, and an example.

Research & Synthesis

Interpretative Phenomenological Analysis: A Case-First Guide

Interpretative phenomenological analysis starts with one person's account. See a worked case trace, cross-case themes, and checks for sound interpretation.

Professional Knowledge Work

Legal Research Memo: Format, Analysis, and Source Checks

Plan a legal research memo with a clear question, brief answer, facts, rule-to-fact analysis, counterarguments, and checks for current law and citations.

Research & Synthesis

Market Research Challenges: Diagnose the Evidence Gap

Market research challenges often start with weak samples, unclear questions, and conflicting reports. Use a source-checking workflow to choose the next step.