Evidence map›Paper›PMID 41847329›Full record

ArticleIJTLD open2026

Transitioning to a digital TB case-based surveillance system: a mixed-methods study of the DHIS2 TB e-Tracker system.

M L Darboe, W Samateh, S Jaiteh, L Badjie, L Njie, B Jassey, A Bah, M Njie, S Jarjusey, C K Houessinon and 2 more

Abstract read
In one paragraph

Article in IJTLD open, 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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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

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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

12 authors.

M L DarboeMinistry of Health, the Gambia, West Africa.
W SamatehMinistry of Health, the Gambia, West Africa.
S JaitehMinistry of Health, the Gambia, West Africa.
L BadjieNational HIV/AIDS Secretariat, the Gambia, West Africa.
L NjieNational HIV/AIDS Secretariat, the Gambia, West Africa.
B JasseyMinistry of Health, the Gambia, West Africa.
A BahMinistry of Health, the Gambia, West Africa.
M NjieMinistry of Health, the Gambia, West Africa.
S JarjuseyMinistry of Health, the Gambia, West Africa.
C K HouessinonWest & Central African Regional Network for TB, Cotonou, Benin.
C S C MerleThe Special Programme for Research and Training in Tropical Diseases (TDR), World Health Organization, Geneva, Switzerland.
V VeroneseThe Special Programme for Research and Training in Tropical Diseases (TDR), World Health Organization, Geneva, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTB surveillance remains critical to disease control. The Gambia transitioned to an electronic, case-based surveillance from monthly aggregate reporting. This study assessed the knowledge, attitudes, practices, data accuracy, concordance, and system usability following the e-Tracker pilot.

methodsA mixed-methods study was conducted across 11 sites over 6 months. Quantitative data were collected from the District Health Information System 2 aggregate and e-Tracker to calculate verification factor and concordance of data, and in-depth interviews were conducted to understand perceptions, usability challenges, and implementation barriers. Data were analysed using descriptive statistics and thematic analysis.

resultsOver two thirds of users demonstrated understanding of case-based surveillance. Overall concordance between reports and e-Tracker at the national level was high, and lower accuracy was observed at the facility. While the e-Tracker enabled richer data capture for key indicators, routine use for patient management was limited. Key barriers included inadequate infrastructure, staff turnover, dependence on single users, and variable digital literacy. Most participants reported improved efficiency and optimism.

conclusionThe e-Tracker shows promise for strengthening TB surveillance. To realise its impact, scale-up must capture infrastructure, capacity building, and inputs from frontline staff to ensure sustainability. The study is limited by reliance on self-reported experiences and absence of long-term outcome data.

Indexed as

District Health Information System 2GambiaTB surveillancetuberculosis

Identifiers

PMID41847329
PMCPMC12991595

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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.