Evidence map›Paper›PMID 40357450›Full record

ArticleJournal of public health research2025

Frailty modelling for multidrug-resistant tuberculosis mortality in Namibia.

Opeoluwa Oyedele, Paulina Mweshitya Shikongo

Abstract read
In one paragraph

Article in Journal of public health research, 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
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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

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

2 authors.

Opeoluwa OyedeleDepartment of Computing, Mathematical and Statistical Sciences, School of Science, University of Namibia, Windhoek, Namibia.ORCID https://orcid.org/0000-0002-3053-0702
Paulina Mweshitya ShikongoDepartment of Computing, Mathematical and Statistical Sciences, School of Science, University of Namibia, Windhoek, Namibia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Multidrug-Resistant Tuberculosis (MDR-TB) is fast becoming a major public health concern, with 80% of the reported global MDR-TB deaths occurring in high burden countries including Namibia where drug susceptibility testing is not routinely performed. Previous studies on TB in Namibia have primarily focused on TB and HIV co-infection and MDR-TB development. However, no study to date has specifically examined the epidemiology of MDR-TB mortality or its associated risk factors at a national level. Thus, this study aimed at examining the variation of mortality among MDR-TB patients in Namibia and identifying its risk factors. Design and methods: The study adopted a retrospective cohort study design using the 2014-2017 MDR-TB records, and a Gompertz PH model with Gamma (shared) frailty for the frailty modelling of the MDR-TB mortality and its associated risk factors. Results: There were more MDR-TB deaths among females, HIV positive patients with pulmonary TB in the Khomas region. MDR-TB mortality was more likely to occur for patients who were aged 55 and above (HR = 3.57, Conclusions: It is therefore recommended that the Namibian government and policy makers consider conducting outreach sessions to increase awareness on MDR-TB including early detection and screening programmes, and patient's adherence, especially among female patients aged 55 and above, with HIV and those living in these highlighted regions.

Indexed as

frailty modellingmultidrug-resistant TBNamibiasurvival function

Identifiers

PMID40357450
PMCPMC12066852

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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.