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Long-term trends of use of health service among heart failure patients
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![]() | Accepted version | 1.71 MB | Adobe PDF | View/Open |
Title: | Long-term trends of use of health service among heart failure patients |
Authors: | Rao, A Kim, D Darzi, A Majeed, A Aylin, P Bottle, A |
Item Type: | Journal Article |
Abstract: | Aims: We aimed to identify subgroups in the patient population with different trajectories of long-term readmission rates. The study also aimed to assess common causes and their sequences of readmissions for each subgroup. Methods: Patients with a primary diagnosis of heart failure (HF) in the period 2008-2009 were identified using nationally representative primary care data linked to national hospital data, which contain information on 10.5 million patients. HF patients were followed up for 5 years. Group-based trajectory models and sequence analysis were applied. Results: The model categorised the HF population (n = 9466) into 5 subgroups: low-impact (66.9%); two intermediate ones (27.4%); chronic high-impact (2.3%) with steady high annual readmission rates; and short-term high-impact (3.4%) with rapid decline in readmission rates. The groups were defined by their trends of yearly number of readmissions. The all-cause 5-year mortality was highest in the short-term high-impact group (n = 185, 72.8%), followed by group 2 (intermediate users) (n = 744, 58.8%), low-impact (n = 4244, 56.9%), chronic high-impact (n = 88, 37.6%) and group 1 (intermediate users) (n = 401, 30.3%) (p < 0.01). Compared with low-impact users, high-impact users were associated with higher mortality, bereavement episodes, and more out-of-hours GP visits. The chronic high-impact users had distinct sequences of causes of emergency admissions most often consisting of chest infection, ischaemic heart disease, and cardio-pulmonary signs and/or symptoms. Conclusion: Chronic high-impact users constitute a small proportion of total patients, but they have increasingly high use of healthcare services. Short-term high-impact users represent largely end of life patients. They require prompt involvement of the palliative care team to reduce unnecessary readmissions to hospital. |
Issue Date: | 1-Jul-2018 |
Date of Acceptance: | 26-Apr-2018 |
URI: | http://hdl.handle.net/10044/1/58892 |
DOI: | https://doi.org/10.1093/ehjqcco/qcy013 |
ISSN: | 2058-5225 |
Publisher: | Oxford University Press |
Start Page: | 220 |
End Page: | 231 |
Journal / Book Title: | European Heart Journal - Quality of Care and Clinical Outcomes |
Volume: | 4 |
Issue: | 4 |
Copyright Statement: | © 2018 Oxford University Press. This is a pre-copy-editing, author-produced version of an article accepted for publication in European Heart Journal following peer review. The definitive publisher-authenticated version Ahsan Rao, Dani Kim, Ara Darzi, Azeem Majeed, Paul Aylin, Alex Bottle, Long-term trends of use of health service among heart failure patients, European Heart Journal - Quality of Care and Clinical Outcomes, Volume 4, Issue 3, July 2018, Pages 220–231, https://doi.org/10.1093/ehjqcco/qcy013 is available online at: https://doi.org/10.1093/ehjqcco/qcy013. |
Sponsor/Funder: | Imperial College Healthcare NHS Trust National Institute for Health Research (NIHR) Dr Foster Intelligence Dr Foster Intelligence National Institute of Health Research |
Funder's Grant Number: | RDPSC 79560 RDPSC 79560 N/A N/A |
Keywords: | Science & Technology Life Sciences & Biomedicine Cardiac & Cardiovascular Systems Cardiovascular System & Cardiology Readmissions Trajectory analysis Sequence analysis Healthcare visits PRACTICE RESEARCH DATALINK LENGTH-OF-STAY ADMINISTRATIVE DATA HOSPITAL READMISSION 30-DAY READMISSION CHEST-PAIN RISK MORTALITY PREDICTORS ADMISSION Adolescent Adult Aged Aged, 80 and over Female Follow-Up Studies Health Services Heart Failure Hospitalization Humans Male Middle Aged Morbidity Registries Retrospective Studies Time Factors United Kingdom Young Adult Humans Hospitalization Registries Morbidity Retrospective Studies Follow-Up Studies Time Factors Adolescent Adult Aged Aged, 80 and over Middle Aged Health Services Female Male Heart Failure Young Adult United Kingdom |
Publication Status: | Published |
Conference Place: | England |
Online Publication Date: | 2018-04-28 |
Appears in Collections: | Department of Surgery and Cancer Institute of Global Health Innovation |