Evidence map›Paper›PMID 42770507›Full record

ArticleSingapore medical journal2026

Prevalence of polypharmacy: a cross-sectional study in Singapore public healthcare institutions.

Hui Wen Ho, Leng Chuan Goh, Jiun Yu Christina Tan, Deborah Chia, Jun Long Marvin Sim, Jie Lin Soong

Abstract readMulticenter Study
In one paragraph

Article in Singapore medical journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Deprescribing in primary care.Singapore medical journal · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hui Wen HoDepartment of Pharmacy, National University of Singapore, Singapore.
Leng Chuan GohDepartment of Pharmacy, Changi General Hospital, Singapore.
Jiun Yu Christina TanDivision of Pharmacy, Tan Tock Seng Hospital, Singapore.
Deborah ChiaDepartment of Pharmacy, National University Hospital, Singapore.
Jun Long Marvin SimNational Universitya Health Systems Pharmacy, Singapore.
Jie Lin SoongDepartment of Pharmacy, Singapore General Hospital, Singapore.ORCID 0000-0003-2477-8637

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPolypharmacy is associated with increased prevalence of potentially inappropriate medications (PIMs), leading to higher risk of adverse drug events and medication errors. This study was the first multicentre cross-sectional study in Singapore that determined the prevalence of polypharmacy, its associated factors and the common drug classes involved, and evaluated prescribing appropriateness of drugs used by older adults.

methodsThe prescriptions on two randomly selected days from five acute care hospitals and primary care polyclinics were retrospectively reviewed. Patients' demographic characteristics, number of prescription line items and details of prescribed drugs were collected. Prescribing appropriateness was evaluated by identifying PIMs using the Beers Criteria. Logistic regression was used to assess the association of demographic characteristics and type of care setting with polypharmacy and PIM use.

resultsPrevalence of polypharmacy was significantly higher in hospitals than in polyclinics (66.6% vs. 35.0%, P < 0.001). On the contrary, prevalence of PIMs in older adults with polypharmacy was significantly higher in polyclinics than in hospitals (34.6% vs. 27.1%, P = 0.010). Patients aged ≥65 years and hospitalised patients had higher odds of having polypharmacy than patients aged 21-64 years and polyclinic patients, respectively. Drugs used for chronic conditions commonly contributed to polypharmacy in both care settings. The top PIMs in hospitals and polyclinics were drugs for functional gastrointestinal disorders and systemic antihistamines, respectively.

conclusionWith the ageing population and growing burden of chronic disease in Singapore, increase in prevalence of polypharmacy is expected. More focus should thus be placed on reducing inappropriate polypharmacy.

Indexed as

Inappropriate PrescribingPolypharmacyAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHumansLogistic ModelsMaleMiddle AgedPotentially Inappropriate Medication ListPrevalenceRetrospective StudiesSingaporeYoung AdultAcute careBeers Criteriainappropriate polypharmacypotentially inappropriate medicationsprimary care

Identifiers

PMID42770507
PMCPMC13661055

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.