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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 AND RESULTS: Patients with a primary diagnosis of heart failure (HF) in the period 2008-09 were identified using nationally representative primary care data linked to national hospital data, which contain information on 10.5 million patients. Heart failure patients were followed up for 5 years. Group-based trajectory models and sequence analysis were applied. The model categorised the HF population (n = 9466) into five 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 general practitioner 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.

More information Original publication

DOI

10.1093/ehjqcco/qcy013

Type

Journal article

Publication Date

2018-07-01T00:00:00+00:00

Volume

4

Pages

220 - 231

Total pages

11

Keywords

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