Umeå University's logo

umu.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Predictive scores failing at identifying psychiatric disabilities following childhood bacterial meningitis calls for revision of current follow-up guidelines
Umeå University, Faculty of Medicine, Department of Clinical Microbiology. Umeå University, Faculty of Medicine, Department of Clinical Sciences, Paediatrics.ORCID iD: 0000-0001-9885-2321
Umeå University, Faculty of Medicine, Department of Clinical Sciences, Paediatrics.ORCID iD: 0000-0002-3606-3797
2022 (English)In: Infectious Diseases, ISSN 2374-4235, E-ISSN 2374-4243, Vol. 54, no 7, p. 514-521Article in journal (Refereed) Published
Abstract [en]

Backgrounds: Psychiatric disabilities affect one in three survivors of bacterial meningitis. Since current guidelines do not recommend psychiatric follow-up in all children, disabilities are often detected late. Identifying children with elevated risk of psychiatric disabilities using predictive scores could be one strategy for detecting psychiatric disabilities without having to conduct psychiatric evaluations in all children. Therefore, we searched for existing predictive scores and later tested five predictive scores’ ability to predict psychiatric disabilities following childhood bacterial meningitis.

Methods: From an existing dataset, we selected 73 children with bacterial meningitis of whom 22 later developed psychiatric disease and 15 experienced concentration or learning difficulties. Using these, we tested each predictive score’s sensitivity at their cut-off level for predicting psychiatric disease and concentration or learning difficulties using a chi-square test. Furthermore, we performed a receiver operating characteristic curve (ROC) analysis to assert the area under the curve (AUC) as a measure of overall predictive performance.

Results: The sensitivity of each predictive score’ ranged from 6 to 38% for psychiatric disease and from 8 to 57% for concentration or learning difficulties. In the ROC-analysis, the AUC was 0.59–0.73 and 0.53–0.72, respectively.

Conclusions: All predictive score failed at identifying children later developing psychiatric disabilities, excluding this as a feasible strategy for detecting psychiatric disabilities. Hence, current guidelines for bacterial meningitis need to be revised to recommend psychiatric evaluations in all children.

KEY NOTES

  • Current guidelines not recommending psychiatric evaluations in all children following bacterial meningitis may result in late detection of psychiatric disabilities.
  • We tested predictive scores’ ability to identify children later developing psychiatric disabilities following bacterial meningitis.
  • All predictive score failed at identifying children later developing psychiatric disabilities, excluding this as a feasible strategy. Hence, current guidelines for bacterial meningitis need to be revised to recommend psychiatric evaluations in all children.
Place, publisher, year, edition, pages
Taylor & Francis Group, 2022. Vol. 54, no 7, p. 514-521
Keywords [en]
Bacterial meningitis, decision support techniques, disabilities, psychiatric disease, risk assessment
National Category
Psychiatry
Identifiers
URN: urn:nbn:se:umu:diva-193400DOI: 10.1080/23744235.2022.2050942ISI: 000770244900001PubMedID: 35298341Scopus ID: 2-s2.0-85126693930OAI: oai:DiVA.org:umu-193400DiVA, id: diva2:1648822
Funder
Region Västerbotten, RV930076Available from: 2022-04-01 Created: 2022-04-01 Last updated: 2022-07-15Bibliographically approved

Open Access in DiVA

fulltext(1188 kB)149 downloads
File information
File name FULLTEXT02.pdfFile size 1188 kBChecksum SHA-512
d5441b3fcae12ec7d99d130eb75914feca04a049326afef766b3aa177505c36b182b3a76ac5a3f89fdf1a2126a3310d7ce5099b34031acc482a918f5124c5a11
Type fulltextMimetype application/pdf

Other links

Publisher's full textPubMedScopus

Authority records

Johansson Kostenniemi, UrbanSilfverdal, Sven-Arne

Search in DiVA

By author/editor
Johansson Kostenniemi, UrbanSilfverdal, Sven-Arne
By organisation
Department of Clinical MicrobiologyPaediatrics
In the same journal
Infectious Diseases
Psychiatry

Search outside of DiVA

GoogleGoogle Scholar
Total: 160 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
pubmed
urn-nbn

Altmetric score

doi
pubmed
urn-nbn
Total: 343 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf