Sopact Sense ingested annual member data from all 140 NCA chapters โ surveys, spreadsheets, PDFs, Google Forms โ and normalized them into a single structure. Four definition conflicts detected automatically before any reporting began.
| Dimension | Score | AI Assessment | Evidence Citation |
|---|---|---|---|
Member Retention Are members renewing year over year? |
72 / 100 | NCA-wide renewal rate at 68% on comparable definitions, below the 75% threshold. However, definition inconsistency across 38 Excel-submitting chapters means true rate is unconfirmed โ requires Step 2 agreement. | Excel rosters from APAC and EMEA chapters use "paid invoice date" vs. "engagement date" as renewal trigger โ producing rate variance of 8โ14 percentage points across same member cohort. |
Chapter Engagement Are chapter members actively participating? |
81 / 100 | Strong event participation rates in 92 of 140 chapters (65%). Engagement data missing or stale for 22 chapters โ primarily smaller chapters in Latin America and Southeast Asia. | Google Forms data shows 82% event participation for chapters with 200+ members; PDF-only submitters lack event-level data entirely, requiring proxy metric agreement in Step 2. |
Credential Pipeline Are members progressing through ACC โ PCC โ MCC? |
78 / 100 | ACC-to-PCC progression rate strong at 34% over 3-year window. MCC pipeline thin โ only 2.3% of PCC holders have initiated MCC application. No chapter-level tracking exists for members in education pathway. | Credential data from NCA global database cross-referenced against chapter rosters. 14% of chapter members not matched to credential record โ suggests either lapsed members retained in roster or data gap. |
Chapter Health Are chapters financially and operationally stable? |
69 / 100 | 18 chapters flagged as at-risk based on dues payment delays, low submission completeness, or leadership turnover signals. 7 chapters have not submitted any data in 14+ months. | At-risk classification derived from: dues arrears in NCA finance system (11 chapters), no 2024 annual report submitted (7 chapters), leadership contact email bounced (4 chapters โ 3 overlap with prior groups). |
Network Equity Is membership growth reaching underrepresented regions and segments? |
61 / 100 | Global South chapters represent 22% of membership but only 11% of credential holders. Gender representation data collected inconsistently โ 47% of chapters use optional vs. required demographic fields. | Demographic gap flagged from Google Forms chapters only. Excel and PDF-submitting chapters do not collect demographic data in standardized format โ equity analysis incomplete until Step 2 data standard locked. |