Bibiana Pérez-Ardanaz, Laura Gutiérrez-Rodríguez, Alberto José Gómez-González, José Miguel Morales-Asencio, Antonio Montero-García, Álvaro León-Campos
{"title":"复杂病症儿童使用儿科重症监护风险的预测模型:一项纵向回顾性队列研究。","authors":"Bibiana Pérez-Ardanaz, Laura Gutiérrez-Rodríguez, Alberto José Gómez-González, José Miguel Morales-Asencio, Antonio Montero-García, Álvaro León-Campos","doi":"10.1111/nicc.13180","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Aim: </strong>To identify risk factors that can differentiate CMC who are admitted to the paediatric intensive care unit (PICU).</p><p><strong>Study design: </strong>A 6-year longitudinal retrospective cohort study evaluated clinical, socio-demographic and health care utilization.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p><p><strong>Relevance to clinical practice: </strong>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.</p>","PeriodicalId":51264,"journal":{"name":"Nursing in Critical Care","volume":" ","pages":"e13180"},"PeriodicalIF":3.0000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12040611/pdf/","citationCount":"0","resultStr":"{\"title\":\"Predictive model for the risk of paediatric intensive care utilization in children with medical complexity: A longitudinal retrospective cohort study.\",\"authors\":\"Bibiana Pérez-Ardanaz, Laura Gutiérrez-Rodríguez, Alberto José Gómez-González, José Miguel Morales-Asencio, Antonio Montero-García, Álvaro León-Campos\",\"doi\":\"10.1111/nicc.13180\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Aim: </strong>To identify risk factors that can differentiate CMC who are admitted to the paediatric intensive care unit (PICU).</p><p><strong>Study design: </strong>A 6-year longitudinal retrospective cohort study evaluated clinical, socio-demographic and health care utilization.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p><p><strong>Relevance to clinical practice: </strong>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. 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Predictive model for the risk of paediatric intensive care utilization in children with medical complexity: A longitudinal retrospective cohort study.
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.
Aim: To identify risk factors that can differentiate CMC who are admitted to the paediatric intensive care unit (PICU).
Study design: A 6-year longitudinal retrospective cohort study evaluated clinical, socio-demographic and health care utilization.
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.
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.
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.
期刊介绍:
Nursing in Critical Care is an international peer-reviewed journal covering any aspect of critical care nursing practice, research, education or management. Critical care nursing is defined as the whole spectrum of skills, knowledge and attitudes utilised by practitioners in any setting where adults or children, and their families, are experiencing acute and critical illness. Such settings encompass general and specialist hospitals, and the community. Nursing in Critical Care covers the diverse specialities of critical care nursing including surgery, medicine, cardiac, renal, neurosciences, haematology, obstetrics, accident and emergency, neonatal nursing and paediatrics.
Papers published in the journal normally fall into one of the following categories:
-research reports
-literature reviews
-developments in practice, education or management
-reflections on practice