R0031/2026-03-27/C002 — Self-Audit¶
ROBIS 4-Domain Audit¶
Domain 1: Eligibility Criteria¶
Rating: Low risk
| Criterion | Assessment |
|---|---|
| Criteria defined before searching | Yes — searched specifically for Ipsos surveys with 66% and 31 countries |
| Criteria applied consistently | Yes |
Notes: Clear criteria based on the specific attribution in the claim.
Domain 2: Search Comprehensiveness¶
Rating: Low risk
| Criterion | Assessment |
|---|---|
| Multiple search strategies used | Yes — searched Ipsos surveys, KPMG study, and Google/Ipsos surveys |
| Searches designed to test each hypothesis | Yes — specifically tried to find an Ipsos 31-country survey with 66% usage |
| All results dispositioned | Yes |
| Source diversity achieved | Yes — three independent survey sources |
Notes: Thorough search across multiple Ipsos survey waves and KPMG data.
Domain 3: Evaluation Consistency¶
Rating: Low risk
| Criterion | Assessment |
|---|---|
| All sources scored using same framework | Yes |
| Evidence typed consistently | Yes |
| ACH matrix applied | Yes |
| Diagnosticity analysis performed | Yes |
Notes: Consistent evaluation across all sources.
Domain 4: Synthesis Fairness¶
Rating: Low risk
| Criterion | Assessment |
|---|---|
| All hypotheses given fair hearing | Yes — actively searched for an Ipsos 31-country survey confirming 66% usage |
| Contradictory evidence surfaced | Yes — the misattribution is clearly documented |
| Confidence calibrated to evidence | Yes |
| Gaps acknowledged | Yes |
Notes: The finding of misattribution is well-supported by checking multiple Ipsos surveys.
Overall Assessment¶
Overall risk of bias: Low risk
The investigation successfully identified the source confusion. Multiple Ipsos surveys were checked, and the KPMG study was identified as the actual source of the 66% usage figure.
Researcher Bias Check¶
- Confirmation bias risk: Low. The investigation challenged the claim's attribution and found it wanting.
- No researcher profile provided: Cannot assess declared biases.