Factors associated with persistent high healthcare service utilisers in Singapore: A population health analysis.
10.47102/annals-acadmedsg.202543
- Author:
Jemima Jia En KOH
1
;
Yin Zhien TAN
1
;
Hong Choon OH
1
;
Beng Hoong POON
2
Author Information
1. Health Services Research, Changi General Hospital, Singapore.
2. Department of Correctional Health, Changi General Hospital, Singapore.
- Publication Type:Journal Article
- Keywords:
epidemiology;
healthcare cost;
healthcare utilisation;
population health;
public health
- MeSH:
Humans;
Singapore/epidemiology*;
Male;
Female;
Retrospective Studies;
Middle Aged;
Aged;
Adult;
Health Expenditures/statistics & numerical data*;
Patient Acceptance of Health Care/statistics & numerical data*;
Population Health;
Aged, 80 and over;
Young Adult;
Adolescent
- From:Annals of the Academy of Medicine, Singapore
2025;54(8):476-490
- CountrySingapore
- Language:English
-
Abstract:
INTRODUCTION:Albeit comprising a small portion of the hospital population, persistent high utilisers (PHUs) contribute disproportionately to healthcare expenditures. Amid rising healthcare costs and an ageing population, this study examines factors associated with PHUs among residents in eastern Singapore.
METHOD:This is a retrospective study of eligible patients at Changi General Hospital in Singapore between 1 January 2020 and 31 December 2022. The study included Singapore citizens who utilised any services offered by CGH. Patients were classified as PHUs if their annual healthcare expenditure exceeded SGD3700 for 3 consecutive years. Demographics, healthcare utilisation patterns and clinical profiles were compared, and multivariable analyses were conducted to identify factors associated with PHUs.
RESULTS:There were 267,838 eligible patients identified, with 5316 (2%) classified as PHUs. PHUs accounted for 18.4% of the total healthcare expenditure, with the highest costs attributed to inpatient services, followed by outpatient services. PHUs were more likely to be older, male, non-Chinese and of lower socioeconomic status. Conditions with the strongest association with PHUs were mental health disorders, chronic obstructive pulmonary disease, osteoporosis, asthma and renal diseases. Inpatient discharges from renal medicine, psychological medicine and general/geriatric medicine wards had the strongest association with PHUs. Utilisation of allied health services had the highest odds of being a PHU in outpatient care.
CONCLUSION:This study identified key factors associated with PHUs, providing invaluable insights into the planning of population health services within the hospital's geographical region. Targeted service development and process improvements of medical care can help mitigate persistent high utilisation.
