Cross-Cultural Validation of Manual and Automated Methods for Extracting Trauma Memory Features and Predicting PTSD in Young Populations
Alessandra Giuliani, Tamsin Sharp, Yeukai Chideya, Katie Spurgin, Richard Meiser-Stedman, Mark Tomlinson, Sarah L Halligan · 2026
Read Cross-Cultural Validation of Manual and Automated Methods for Extracting Trauma Memory Features and Predicting PTSD in Young Populations by Alessandra Giuliani, Tamsin Sharp, Yeukai Chideya, Katie Spurgin, Richard Meiser-Stedman, Mark Tomlinson, Sarah L Halligan (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/PMC13253658.txt.
Description
Led by Alessandra Giuliani, a 2026 study tests how well trauma memories can be read in young people. The team pooled data from 407 trauma-exposed youth aged 6 to 17 in South Africa and the United Kingdom. One month after the event, each youth told their story and rated their own memory and stress signs.
Self-ratings of memory quality linked clearly to post-traumatic stress signs in both countries. By contrast, scores drawn from the told stories, such as how ordered or sense-rich they were, did not match self-ratings. Those story scores also failed to predict stress signs, so the authors favor self-report for care.
Catalog record
| CREATOR | Alessandra Giuliani, Tamsin Sharp, Yeukai Chideya, Katie Spurgin, Richard Meiser-Stedman, Mark Tomlinson, Sarah L Halligan |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 57759 |
| LICENSE | https://creativecommons.org/licenses/by/4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |