Evidence map›Paper›PMID 41066748›Full record

ArticleJournal of food and drug analysis2025

The economic burden of COVID-19 in a region with stringent response measures: A case study of Taiwan.

Elise Chia-Hui Tan, Fei-Yuan Hsiao, Ming-Chin Yang

Abstract read
In one paragraph

Article in Journal of food and drug analysis, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Elise Chia-Hui TanDepartment of Health Service Administration, College of Public Health, China Medical University, Taichung, Taiwan.
Fei-Yuan HsiaoGraduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.
Ming-Chin YangInstitute of Health Policy and Management, College of Public Health, National Taiwan University, Taipei, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic has imposed a significant economic burden globally, particularly in regions with stringent response measures. This study aims to assess the economic impact of COVID-19 in Taiwan, focusing on both direct and indirect costs. A cost-of-illness analysis was conducted, utilizing data from the Taiwan Centers for Disease Control (CDC), national databases, epidemiological studies, and economic surveys. The analysis included both direct costs (e.g., hospital admissions, outpatient care) and indirect costs (e.g., productivity losses due to long COVID, absenteeism, caregiving duties). The study encompassed Taiwan's population of 23.2 million, with particular attention to age-specific impacts on economic outcomes. The total economic burden of COVID-19 in Taiwan was estimated at USD 4431 million. Direct costs accounted for 24.40% (USD 1081 million), while indirect costs constituted 75.60% (USD 3350 million). The working age population bore the majority of this burden, with 88.68% (USD 3090 million) of total costs attributed to this group. Long COVID significantly contributed to the economic impact, causing a 35% reduction in productivity. Sensitivity analysis revealed that the frequency of outpatient visits among working age and elderly cohorts was a critical factor influencing overall costs. The study underscores the substantial economic burden of stringent COVID-19 policies in Taiwan, highlighting that indirect costs were nearly three times higher than direct costs. The findings emphasize the need for resilient healthcare systems and support for affected workers, particularly in regions with similar response strategies. The methodological approach offers insights that could be applied to other regions facing similar challenges.

Indexed as

Cost of IllnessCOVID-19AdolescentAdultAgedChildChild, PreschoolFemaleHealth Care CostsHospitalizationHumansMaleMiddle AgedPandemicsSARS-CoV-2Taiwan

Identifiers

PMID41066748
PMCPMC12510686

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.