Evidence map›Paper›PMID 41819605›Full record

ArticleBMJ open respiratory research2026

Two distinct healthcare utilisation trajectories prior to a COPD diagnosis in a multi-ethnic Asian population: a comparison of transient and chronic users.

Sheryl Hui-Xian Ng, Pei Yee Tiew, Sanjay Haresh Chotirmall, Wenjia Chen, John Abisheganaden

Erratum issuedAbstract readComparative Study
In one paragraph

Article in BMJ open respiratory research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Sheryl Hui-Xian NgSaw Swee Hock School of Public Health, National University of Singapore, Singapore sheryl.hx.ng@nhghealth.com.sg.ORCID http://orcid.org/0000-0001-5046-2666
Pei Yee TiewDepartment of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore.
Sanjay Haresh ChotirmallLee Kong Chian School of Medicine, Nanyang Technological University, Singapore.ORCID http://orcid.org/0000-0003-0417-7607
Wenjia Chen *Saw Swee Hock School of Public Health, National University of Singapore, Singapore.ORCID http://orcid.org/0000-0001-8201-7145
John Abisheganaden *Health Services and Outcomes Research, NHG Health, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionChronic obstructive pulmonary disease (COPD) imposes substantial clinical and economic burdens. Early detection can allow for monitoring and timely treatment to slow its progression. Tracking of patient trajectories prior to their diagnosis can inform the timing and targeting of interventions. We aimed to identify pre-diagnosis healthcare utilisation patterns in a COPD cohort and profile the associated subgroups.

methodsWe conducted a retrospective cohort study of patients with a new inpatient or specialist outpatient clinic (SOC) diagnosis of COPD from 2018 to 2019 in a regional health system in Singapore. Their healthcare utilisation, expenditure and diagnoses from the 3 years prior to diagnosis were extracted. Patients were classified into subgroups with different expenditure and utilisation patterns using Bayesian mixture modelling and compared against a propensity score-matched non-respiratory control group.

results1171 patients with COPD were matched to a control and classified as either chronic (n=688) or transient healthcare users (n=483) prior to a first COPD diagnosis. Chronic users had increasing utilisation over time across all settings, recording multiple SOC visits (median, 25th-75th percentile: 10, 5-20). Transient users had low utilisation throughout, reporting fewer SOC visits than controls (transient: 0, 0-1, control: 2, 0-9). The prevalence of hypertension or hyperlipidaemia was >50% in chronic users, >30% in controls and <30% in transient users.

conclusionEarly detection strategies should focus on case-finding among patients with known risk factors in SOCs for referral to respiratory care and outreach to socially disadvantaged communities to facilitate timely access to healthcare.

Indexed as

Patient Acceptance of Health CarePulmonary Disease, Chronic ObstructiveAgedAsian PeopleFemaleHumansMaleMiddle AgedRetrospective StudiesSingaporeCOPD epidemiology

Identifiers

PMID41819605
PMCPMC12983687

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