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

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 | Write and read .sframe files | GUI option

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

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

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

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 | 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

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