Analysis, Visualization, and Exports
Interpret effects, inspect quality, edit figures, and package clean data and replication materials.
How to Import a Survey From Word
Convert a Word or text survey draft into editable Conjoint Survey questions.
AMCE / ATE と長形式データの出力
日本語のコンジョイント調査でも、投稿論文で使いやすい長形式データ、推定表、図を出力できます。
How to Run Experimental Quantitative Text Analysis
Use open-ended survey responses as quantitative outcomes after randomized stimuli.
How to Interpret VADER Sentiment Scores
Read VADER compound scores responsibly, distinguish sentiment from agreement or stance, and interpret individual responses, sample means, and experimental differences.
How to Add Pre-Treatment Questions
Collect demographics, covariates, moderators, and baseline attitudes before treatment exposure.
How to Save Reusable Questions
Store commonly used demographic or baseline questions for repeated use across projects.
How to Use Balance Tables
Check whether pre-treatment variables are similar across randomized arms.
How to Export Journal-Ready Tables
Download Word and LaTeX tables for article drafts, appendices, and reviewer materials.
How to Export LaTeX Tables
Generate LaTeX tables for conjoint estimates, survey-experiment effects, means, balance, and diagnostics.
How to Export Word Tables
Generate a Word-compatible document with common research tables.
How to Capture URL Parameters
Store IDs and metadata from Prolific, MTurk, LMS links, email links, or panels.
How to Print a Survey for IRB
Export the full respondent instrument for IRB review, coauthors, or preregistration records.
How to Preregister a Conjoint Study
Document the design, estimand, exclusions, and analysis before data collection.
How to Write Methods Text
Generate a copy-editable methods paragraph describing randomization, sample, exclusions, and estimates.
How to Generate a Reviewer Appendix
Export reviewer-facing evidence about design, randomization, exclusions, and diagnostics.
How to Create a Replication Bundle
Export data, code, tables, plots, and documentation for transparent research.
How to Create a Codebook
Document variables, randomized attributes, URL parameters, and respondent-level fields.
How to Export R and Stata Scripts
Download starter replication code for estimating conjoint effects.
How to Interpret AMCE and ATE
Understand attribute effects in conjoint results and survey-experiment treatment effects.
How Many Conjoint Tasks to Use
Choose a task count that balances statistical power and respondent fatigue.
How to Run a Randomization Audit
Check whether randomized attributes and levels are appearing as expected.
How to Run Subgroup Analysis
Use respondent-level variables to inspect whether effects differ across groups.
How to Delete Study Data
Remove a study or its data when retention rules or project needs require it.
How to Check Whether Your Survey Platform Supports Conjoint Analysis
Confirm whether a survey account can randomize profiles, preserve profile rows, and export analysis-ready conjoint data.
How to Run Conjoint on Prolific
Use a respondent URL, URL parameters, completion codes, and long-format exports for Prolific conjoint studies.
How to Export AMCE Data
Export conjoint responses in the long format needed for AMCE/ATE estimation and replication.
How to Write Conjoint Attributes and Levels
Write attribute names and levels that respondents can understand and analysts can defend.
How to Pilot a Conjoint Survey
Use a small pilot to check comprehension, timing, randomization, and export shape.
How to Review a Survey Before Launch
Run a structured pre-launch review for consent, flow, randomization, exports, and respondent experience.
How to Handle Sensitive Survey Topics
Design consent, wording, and data practices for surveys involving sensitive opinions or personal information.
How to Document Data Retention
Write a clear record of what data will be stored, exported, retained, or deleted.
How to Create a Survey Audit Trail
Keep a practical record of design, launch, fielding, exclusions, and final exports.
How to Monitor Fielding Quality
Watch completion rates, timing, duplicates, attention checks, and response patterns during data collection.
How to Prepare Clean Analysis Files
Move from raw responses to analysis CSVs, respondent files, codebooks, and scripts.
How to Explain AMCE Results to Nontechnical Readers
Translate conjoint estimates into plain language for collaborators, clients, committees, or students.
How to Handle Missing Survey Data
Decide how to treat skipped questions, incomplete responses, and missing covariates.
How to Create a Methods Appendix
Assemble a concise appendix with design details, randomization, exclusions, and analysis exports.
How to Review Privacy Before Fielding
Check respondent identifiers, URL parameters, open text, exports, and access before launch.
How to Calculate Conversion Lift
Translate treatment and reference conversion rates into absolute and relative lift without overstating the result.
How to Segment Experiment Results
Examine whether an experiment differs across customer or audience groups without turning every subgroup into a claim.
How to Test Pricing and Packaging
Use survey experiments or conjoint analysis to study reactions to prices, bundles, and feature packages.
AI-Guided Research for Conjoint Analysis
Ask questions about Conjoint Survey in plain English and get answers drawn from its documentation and guides. AI Help does not analyze or access your survey data.
How to Ask AI Methodology Questions
Ask useful questions about ATE, AMCE, clustered standard errors, interactions, restrictions, balance, and experimental design.
How to Use AI to Interpret Survey Results Responsibly
Turn estimates into careful language without overstating significance, causality, subgroup patterns, or real-world outcomes.
How to Prioritize a Product Roadmap With Conjoint Analysis
Use customer tradeoffs to inform roadmap sequencing without outsourcing strategy to a survey.
How to Estimate Preference Share From Conjoint Results
Turn conjoint utilities into scenario-based preference shares without calling them market-share forecasts.
How to Analyze Customer Segments
Create useful customer groups from needs and behavior without inventing unstable personas.