Surveys & Research

Survey creation — create surveys from scratch or clone from templates

Rich question types — 13 types: SingleChoice, MultiChoice, Likert, NPS, Matrix, Ranking, ShortText, LongText, Number, Date, DateRange, ImageUpload, GeoPoint

Conditional branching — show/hide questions based on AND/OR condition trees

Question translations — multi-language support per question

Template library — reusable templates with category taxonomy

Multi-level targeting — tenant-wide, org-node subtree, role-based, demographic, explicit list, combined

Multi-channel distribution — in-app, email, SMS, public link, embeddable iframe

Audience estimation — live estimated audience size before publishing

Reminder system — configurable cadence: none, once after 3d, weekly, every 3d

Invitation tracking — per user x survey x channel delivery and engagement tracking

Anonymous mode — no user_id stored, only aggregate contributions

Pseudonymous mode — sha256(survey_id + user_id) hash for dedup without identification

Attributed mode — full respondent tracking with demographic snapshot

Partial save — auto-save every 10s, continue-later via magic link

Progress bar — configurable progress indicator

Public survey page — server-rendered Astro page with Turnstile protection

Embeddable iframe — embed surveys on federation/club websites

Descriptive statistics — mean, median, stddev, 95% CI per question

NPS calculation — classic Net Promoter Score with promoters/passives/detractors

Correlation matrix — Pearson/Spearman between numeric questions

Cramer's V — categorical association strength

Chi-square test — independence test for segment breakdowns

Segment breakdowns — pivot by age, gender, region, license type, discipline

Small-cell suppression — k-anonymity (n<5) for GDPR compliance

Text analysis — TF-IDF, k-means clustering, word frequency

Borda count — ranking aggregation for preference questions

Query builder — ad-hoc analytics queries with crosstab support

Export — CSV, XLSX, JSON export with privacy mode enforcement

Straight-lining detection — flags responses with identical Likert values

Speed outlier detection — flags responses faster than 10% of median

Drop-off analysis — tracks where respondents abandon the survey

Quality flags — per-response quality signals for filtering

Cross-tenant distribution — FIPJP/CEP can distribute surveys to member nations

Opt-in acceptance — receiving tenant must accept before distribution

Cross-tenant analytics — aggregated results visible to origin tenant