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Predictive model for the risk of paediatric intensive care utilization in children with medical complexity: A longitudinal retrospective cohort study.

Authors :
Pérez-Ardanaz B
Gutiérrez-Rodríguez L
Gómez-González AJ
Morales-Asencio JM
Montero-García A
León-Campos Á
Source :
Nursing in critical care [Nurs Crit Care] 2024 Oct 08. Date of Electronic Publication: 2024 Oct 08.
Publication Year :
2024
Publisher :
Ahead of Print

Abstract

Background: Children with medical complexity (CMC) are at increased risk of admission in intensive care. Despite improvements in mortality rates, there remains a burden of morbidity, long-term health care needs and hospital readmissions. Beyond clinical factors, socio-demographic determinants could impact utilization of acute services.<br />Aim: To identify risk factors that can differentiate CMC who are admitted to the paediatric intensive care unit (PICU).<br />Study Design: A 6-year longitudinal retrospective cohort study evaluated clinical, socio-demographic and health care utilization.<br />Results: A total of 248 CMC were included, with a median age of 13 years (9.75-17.00). Intensive care admission rate was 47.2%. The risk of PICU admission was higher for children undergoing surgical interventions (HR = 1.58, 95% CI 1.34-1.86, p < .001) and those using medical devices (HR = 1.81, 95% CI 1.54-2.13, p < .001). Mother's higher educational level was a protective factor (HR = 0.66, 95% CI 0.55-0.79, p < .001). Multivariable analysis revealed significant associations between risk of admission and the presence of malignancy, comorbidities, home medical devices, surgical procedures and higher health care utilization. Children's age and higher maternal educational level acted as protective factors.<br />Conclusion: Socio-demographic factors should be considered in the provision of care to CMC. Individualized assessments to guide supportive interventions adapted to socio-economic factors may prevent PICU admissions.<br />Relevance to Clinical Practice: This study highlights the importance of integrating individualized assessments of socio-demographic risk factors, such as maternal educational level, into the clinical practice of paediatric nurses. Moreover, targeted interventions, including educational resources and community support programmes, may optimize care.<br /> (© 2024 The Author(s). Nursing in Critical Care published by John Wiley & Sons Ltd on behalf of British Association of Critical Care Nurses.)

Details

Language :
English
ISSN :
1478-5153
Database :
MEDLINE
Journal :
Nursing in critical care
Publication Type :
Academic Journal
Accession number :
39380294
Full Text :
https://doi.org/10.1111/nicc.13180