Bipolar Disorder Related Hospitalizations - a Descriptive Nationwide Study Using a Big Data Approach.
Manuel Gonçalves-PinhoAlberto FreitasOrlando von DoellingerJoão Pedro RibeiroPublished in: The Psychiatric quarterly (2021)
Bipolar Disorder (BD) is a mental disorder which frequently requires long hospitalizations and need for acute psychiatric care. The aim of this study was to describe a nationwide perspective of BD related hospitalizations and to use a BigData based approach in mental health research. We performed a retrospective observational study using a nationwide hospitalization database containing all hospitalizations registered in Portuguese public hospitals from 2008-2015. Hospitalizations with a primary diagnosis of BD were selected based on International Classification of Diseases version 9, Clinical Modification (ICD-9-CM) codes of diagnosis 296.xx (excluding 296.2x; 296.3x and 296.9x). From 20,807 hospitalizations belonging to 13,300 patients, around 33.4% occurred in male patients with a median length of stay of 16.0 days and a mean age of 47.9 years. The most common hospitalization diagnosis in BD has the code 296.4x (manic episode) representing 34.3% of all hospitalizations, followed by the code 296.5x (depressed episode) with 21.4%. The mean estimated hospitalization charge was 3,508.5€ per episode, with a total charge of 73M€ in the 8-year period of this study.This is a nationwide study giving a broad perspective of the BD hospitalization panorama at a national level. We found important differences in hospitalization characteristics by sex, age and primary diagnosis.
Keyphrases
- bipolar disorder
- big data
- healthcare
- mental health
- major depressive disorder
- cross sectional
- artificial intelligence
- end stage renal disease
- palliative care
- quality improvement
- newly diagnosed
- emergency department
- ejection fraction
- prognostic factors
- drug induced
- chronic kidney disease
- peritoneal dialysis
- liver failure
- pain management
- electronic health record