Factors Associated with In-Hospital Mortality in Acute Care Hospital Settings: A Prospective Observational Study.
Ana Maria Porcel GálvezSérgio Barrientos TrigoEugenia Gil-GarcíaOlivia Aguilera-CastilloAntonio Juan Pérez-FernándezElena Fernández-GarcíaPublished in: International journal of environmental research and public health (2020)
Background: In-hospital mortality is a key indicator of the quality of care. Studies so far have demonstrated the influence of patient and hospital-related factors on in-hospital mortality. Currently, new variables, such as nursing workload or the level of dependency, are being incorporated. We aimed to identify which individual, clinical and hospital characteristics are related to hospital mortality. Methods: A multicentre prospective observational study design was used. Sampling was conducted between February 2015 and October 2017. Patients over 16 years, admitted to medical or surgical units at 11 public hospitals in Andalusia (Spain), with a foreseeable stay of at least 48 h were included. Multivariate regression analyses were performed to analyse the data. Results: The sample consisted of 3821 assessments conducted in 1004 patients. The mean profile was that of a male (52%), mean age of 64.5 years old, admitted to a medical unit (56.5%), with an informal caregiver (60%). In-hospital mortality was 4%. The INICIARE (Inventario del Nivel de Cuidados Mediante Indicadores de Clasificación de Resultados de Enfermería) scale yielded an adjusted odds ratio [AOR] of 0.987 (95% confidence interval [CI]: 0.97-0.99) and the nurse staffing level (NSL) yielded an AOR of 1.197 (95% CI: 1.02-1.4). Conclusion: Nursing care dependency measured by INICIARE and nurse staffing level was associated with in-hospital mortality.
Keyphrases
- healthcare
- acute care
- end stage renal disease
- chronic kidney disease
- ejection fraction
- newly diagnosed
- primary care
- prognostic factors
- adverse drug
- mental health
- peritoneal dialysis
- clinical trial
- emergency department
- cross sectional
- palliative care
- patient reported outcomes
- cardiovascular events
- case report
- pain management
- deep learning