Evidence map›Paper›PMID 41258621›Full record

ArticleHealth economics review2025

Estimating the direct medical cost of illness of COVID-19 hospitalisations in Kuwait: efficiency trade-offs from real-world data analysis.

Mohammad Almari, Anna Vassall, Stephen O'Neill, Zia Sadique

Abstract read
In one paragraph

Article in Health economics review, 2025. 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. 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

4 authors.

Mohammad AlmariDepartment of Health Policy & Management, College of Public Health, Kuwait University, Shadadiyah, Kuwait. mohammad.almari@lshtm.ac.uk.ORCID http://orcid.org/0000-0002-9360-6444
Anna VassallDepartment of Health Services Research & Policy, London School of Hygiene and Tropical Medicine, University of London, London, UK.
Stephen O'NeillDepartment of Health Services Research & Policy, London School of Hygiene and Tropical Medicine, University of London, London, UK.ORCID http://orcid.org/0000-0002-0022-0500
Zia SadiqueDepartment of Health Services Research & Policy, London School of Hygiene and Tropical Medicine, University of London, London, UK.ORCID http://orcid.org/0000-0001-5814-0258

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundCOVID - 19 has had a profound impact on the economy, health systems within countries, and individuals around the world. To provide insight that may enhance the preparedness for future pandemics, a comprehensive cost assessment is vital. This study aims to estimate the direct cost of illness (CoI), as well as the national burden of treating hospitalised COVID-19 patients.

methodsThis study is prevalence-based retrospective study containing all patients admitted to a single designated hospital in Kuwait for the treatment of COVID-19. Micro (bottom-up) and macro (top-down) costing methods were used to evaluate direct medical CoI from a hospital perspective. Cost components were grouped as consumables, equipment, and human resources, and sensitivity analysis was used to account for uncertainty of inputs. The cost per admission was reported in local currency and international dollars (PPP$).

resultsData on 7569 patients was analysed, 52.8% of whom were male, 69.2% were above 41 years, 22% had previously vaccinated for COVID-19, 22% were admitted to the ICU, and 18% had ≥ 3 pre-existing comorbidities. The mean CoI per admission was 12,063 PPP$, with overheads accounting for 45% of this figure, while consumables, human resources, and equipment accounted for 30%, 19%, and 7%, respectively. The sensitivity analysis demonstrated that overall cost uncertainty was primarily driven by variations in human resource costs rather than by uncertainties related to personal protective equipment (PPE) or ventilator use.

conclusionThe substantial economic impact of COVID-19 on Kuwait's healthcare system has emphasised the significant role human resource costs has on overall expenditure. These findings provide valuable insights for future pandemic preparedness.

Indexed as

Cost of illnessCOVID-19EconomicsEfficiencyHospitalizationKuwaitReal-world data

Identifiers

PMID41258621
PMCPMC12628864

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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.