Evidence map›Paper›PMID 41179770›Full record

ArticleFrontiers in public health2025

Risk factors for hospital readmission of multidrug-resistant tuberculosis: evidence of longitudinal follow-up data in Ningbo, China.

Jinying Huang, Guoxin Sang, Jianda Bi, Yang Che, Yi Lin

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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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0citing papers in PubMed
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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

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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

5 authors.

Jinying HuangCollege of International Economics and Trade, Ningbo University of Finance and Economics, Ningbo, China.
Guoxin SangNingbo Municipal Center for Disease Control and Prevention, Ningbo, China.
Jianda BiBusiness School, Zhejiang Wanli University, Ningbo, China.
Yang CheNingbo Municipal Center for Disease Control and Prevention, Ningbo, China.
Yi LinCenter for Health Economics, Faculty of Humanities and Social Sciences, University of Nottingham, Ningbo, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Multi-drug-resistant tuberculosis (MDR-TB) continues to be a public health threat. Patients with MDR-TB commonly have a higher recurrence rate of hospital visits. However, previous studies have mainly focused on the time to the first event, while ignoring subsequent events. The objective of this study is to estimate the risk factors for the incidence of rehospitalization in MDR-TB patients. Methods: A retrospective longitudinal study was conducted on the MDR-TB patients who were consecutively enrolled from January 2015 to December 2021 in Ningbo, China. We fitted a multivariable Cox proportional hazard for time to first-event analysis, and extension of standard Cox model to consider multiple events. Results: The study included 337 patients, with a total of 1,255 hospitalization records analyzed and a median follow-up period of 46 months. Younger age (HR = 0.34, 95% CI: 0.20-0.57) and residing in urban areas (HR = 0.55, 95% CI: 0.37-0.83) were identified as protective factors against hospital readmission of MDR-TB patients. In contrast, outdoor service workers (HR = 1.51, 95% CI: 1.01-2.26) and migrants (HR = 1.79, 95% CI: 1.07-2.98) were associated with an increased risk of against hospital readmissions of MDR-TB patients. Furthermore, the extended Cox model revealed that both migrant status and the use of Group B medications significantly elevated the risk of hospital readmission of MDR-TB patients. Conclusion: MDR-TB remains a heavy public health issue, especially those with the independent risk factors of living in the rural areas and migrants. Social health protection schemes and government financing are essential for ensuring early diagnosis and appropriate treatment of MDR-TB.

Indexed as

Patient ReadmissionTuberculosis, Multidrug-ResistantAdultAgedChinaFemaleFollow-Up StudiesHumansLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsRetrospective StudiesRisk FactorsChinahospitalizationMDR-TBrecurrencerisk-analysis

Identifiers

PMID41179770
PMCPMC12571798

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LicenceCC BY
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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.