Input-types demo | SurveyBuilder: the Analyse mode | SurveyStudio: the screens | Recommended workflow | RStudio Addins | Demo launchers | Standalone builder | Studio workflow hub | Dashboard | Known limitations | Moving files between tools

Read this as your own field | Which demo do I need? | The shape of every study | Start here: your first survey | Compare groups | Two groups on one outcome | The same people, measured twice | Three groups, a second factor, and a covariate | Scales, structure and models | A scale, and whether it holds together | Factor structure, and a path model | Question types worth meeting | A matrix item, and the columns it becomes | Questions only some people see | Free text | Make it yours | One page, or one question at a time | Collect responses, and share the results | Declare, revise, verify | Changing an instrument mid-study, on the record | Proving a file is the one you think it is | Are you an instructor? Do you want to verify against established software? | Run one yourself | Found a bug, or something that could be clearer?

Choice sets | Items and item types | Scales, reverse coding, and minimum valid items | Attention checks | Branching | The analysis plan | Assemble the instrument | Validate the instrument | Cite the sources the instrument draws on | Write and read .sframe files | GUI option

About this vignette | The questionnaire | Shared Likert scale | Helper functions | Digital marketing items | Destination service quality items | Destination sustainability quality (DSUQ, 11 items) | Tourist satisfaction (TS, 3 items) and behavioural intention (BI, 3 items) | Demographic items | Scales | Assemble the instrument | Validate and serialise | What the SHA-256 hash proves, and what it does not | .sframe is plain JSON, not a proprietary format | Disclosed revision: amend_sframe() | Linking a saved instrument to its Git commit | Set up data collection | Store the Google Sheets endpoint in the instrument | Export the static HTML survey | What the respondent sees | Generate the Google Sheets collector script | Pull live responses | Simulated responses for offline demonstration | Quality checks | Score and describe | Reliability | EFA readiness | Construct validity | Analysis plan | Assumption checks | Run the analysis plan | Plots on demand | Results report | The live workflow | Summary

Load the demo | Import responses | Missing data and quality | Score scales | Check assumptions before the plan | Define the plan | Run the plan | Read a single result | Render the results report | In SurveyStudio | Next step

What you need | Step 1: Create the Google Sheet and the collector | Step 2: Deploy the collector as a web app | Step 3: Put the endpoint into the survey | Step 4a: Host on GitHub Pages | Step 4b: Host on Blogger | Step 5: Read the responses back | Updating a live survey | Checklist

When is a sample "small"? | Planning a small-sample study | Reading the advisory | Mann-Whitney with the Hodges-Lehmann estimate | Paired Wilcoxon with the pseudomedian CI | Fisher's exact test with the exact odds-ratio CI | Bootstrap confidence interval on a median | Firth logistic regression for a rare or small binary outcome | Cohen's d with a bootstrap interval | Citation

What this vignette covers | A survey with an open-ended item beside a Likert scale | Simulated responses | Cleaning a text item | Term and n-gram frequency | The group role: comparing branches | Keyword in context | Co-occurrence | Co-occurrence network | Sentiment | Document-feature matrix | Topic modelling and representative quotes | The rendered report | What surveyframe does not do here

What this vignette covers | Where the numbers come from | Criterion weights from pairwise judgements | Ranking suppliers on audited figures | Ranking suppliers on collected ratings | A trap worth naming | How much do the weights matter? | Which criteria drive the others | Reporting the whole plan | What surveyframe does not do here | How each method was checked

Reliability from the instrument | Item diagnostics | EFA readiness | Convergent validity from the published loadings | Discriminant validity | Collinearity | Cautious interpretation

EFA planning syntax | CFA syntax: the lower-order measurement model | CB-SEM syntax: the structural model | PLS-SEM syntax: the two-stage higher-order model | Construct modes | Model JSON and a reporting template | Where the syntax goes next