Evidence map›Paper›PMID 41912751›Full record

ArticleScientific reports2026

Determinants of healthcare utilisation among post-COVID syndrome patients: a population-based study in Malaysia.

Nur Insyirah Sha'ari, Aniza Ismail, Ruhana Sk Abd Razak, Aznida Firzah Abdul Aziz, Leny Suzana Suddin, Amirah Azzeri, Akmal Hafizah Zamli, Raiha Hasni Mohd Hanaffi

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Nur Insyirah Sha'ariDepartment of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras Campus, Bandar Tun Razak, Cheras, 56000, Kuala Lumpur, Malaysia.
Aniza IsmailDepartment of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras Campus, Bandar Tun Razak, Cheras, 56000, Kuala Lumpur, Malaysia. aniza@hctm.ukm.edu.my.
Ruhana Sk Abd RazakDepartment of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras Campus, Bandar Tun Razak, Cheras, 56000, Kuala Lumpur, Malaysia.
Aznida Firzah Abdul AzizDepartment of Family Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras Campus, Bandar Tun Razak, Cheras, 56000, Kuala Lumpur, Malaysia.
Leny Suzana SuddinDepartment of Public Health Medicine, Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh Campus, 47000, Sungai Buloh, Selangor, Malaysia.
Amirah AzzeriDepartment of Primary Care, Faculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Persiaran Ilmu, Putra Nilai, 71800, Nilai, Negeri Sembilan, Malaysia.
Akmal Hafizah ZamliDepartment of Rehabilitation Medicine, Hospital Sungai Buloh, Jalan Hospital Sungai Buloh, 47000, Sungai Buloh, Selangor, Malaysia.
Raiha Hasni Mohd HanaffiDepartment of Rehabilitation Medicine, Hospital Sungai Buloh, Jalan Hospital Sungai Buloh, 47000, Sungai Buloh, Selangor, Malaysia.

Funding

Fundamental Research Grant Scheme (FRGS), Ministry of Higher Education, Malaysia FRGS/1/2022/SKK04/UKM/02/2
6 · The paper itself

Abstract

Post-COVID syndrome (PCS) occurs three months after the initial onset of COVID-19 without an alternative diagnosis. The exponential PCS case growth has significantly influenced healthcare utilisation. This study aimed to determine the factors associated with healthcare utilisation among post-COVID syndrome (PCS) patients in Selangor, Malaysia. A cross-sectional study was conducted from August 2023 and November 2023 at the Hospital Sungai Buloh COVID-19 Rehabilitation Outpatient Specialised Services (CROSS) Centre. Adults aged ≥ 18 years with ongoing COVID-19–related symptoms persisting for more than 12 weeks after acute illness were included using universal sampling. Proportional distributions of sociodemographic factors, health status, post-COVID-19 syndrome symptoms, health-related quality of life (EQ-5D-5L), and mental health outcomes (DASS-21) were assessed. The factors associated with healthcare utilisation were evaluated using a multiple regression model. Of 220 patients, 58.6% were male. The mean ± standard deviation (SD) patient age was 53.04 ± 12.87 years, and 64.5% of the patients were Malay. Overall, the patients’ mean ± SD of EQ-5D-5 L index, and EQ-VAS scores were 0.90 ± 0.143 and 78.25 ± 9.905, respectively. The depression, anxiety, and stress mean scores were categorised as normal. The mean ± SD number of outpatient clinic visits was 3.26 ± 1.24. The multiple regression model indicated statistically significant associations of the current vaccine doses (β = 0.121; p = 0.049), history of hospitalisation (β = 0.156; p = 0.012), history of intensive care unit (ICU) admission (β = 0.275; p < 0.001), chest pain (β = 0.137; p = 0.029), and EQ-VAS score (β = -0.257; p = 0.012) on higher healthcare utilisation. These results could be used as a model for implementing future healthcare management and programs related to PCS to provide Malaysian patients with proper support.

Indexed as

COVID-19Patient Acceptance of Health CareAdultAgedCross-Sectional StudiesFemaleHumansMalaysiaMaleMiddle AgedPost-Acute COVID-19 SyndromeQuality of LifeSARS-CoV-2Chronic post-COVID syndromeCross-sectionalFactorsHealthcare utilisationMalaysian

Identifiers

PMID41912751
PMCPMC13039431

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LicenceCC BY-NC-ND
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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.