Evidence map›Paper›PMID 41717340›Full record

ArticleAntimicrobial stewardship & healthcare epidemiology : ASHE2026

Geospatial analysis of regional variations in antibiotic consumption in Tanzania from 2020 to 2024 using the electronic logistics management information system.

William Reuben, Florah Boniface Makenya, Raphael Zozimus Sangeda, Daudi Ignasy Msasi, Selesitine Ngoma

Abstract read
In one paragraph

Article in Antimicrobial stewardship & healthcare epidemiology : ASHE, 2026. 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

5 authors.

William ReubenDepartment of Health, Social Development and Nutrition, President's Office, Regional Administration and Local Government, Dodoma, Tanzania.ORCID https://orcid.org/0009-0004-1720-0399
Florah Boniface MakenyaSchool of Nursing and Public Health, University of Dodoma, Dodoma, Tanzania.ORCID https://orcid.org/0000-0001-9511-1456
Raphael Zozimus SangedaDepartment of Pharmaceutical Microbiology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.ORCID https://orcid.org/0000-0002-6574-5308
Daudi Ignasy MsasiPharmaceutical Services Unit, Ministry of Health, Dodoma, Tanzania.ORCID https://orcid.org/0009-0007-7093-6073
Selesitine NgomaDepartment of Public Health and Community Nursing, University of Dodoma, Dodoma, Tanzania.ORCID https://orcid.org/0000-0002-5429-3449

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To quantify and map regional variations in antibiotic consumption across Tanzania using national supply-chain data to guide antimicrobial stewardship (AMS) priorities. Design: A retrospective facility-level analysis was conducted using antibiotic distribution data from the electronic Logistics Management Information System (eLMIS), covering the period from July 2020 to June 2024. Setting: Public healthcare facilities across Tanzania's 26 administrative regions. Methods: Antibiotic consumption was standardized using the WHO Anatomical Therapeutic Chemical (ATC) classification and expressed as defined daily doses per 1,000 inhabitants per day (DID). Variations by region, facility level, and antibiotic class were analyzed descriptively and visualized through geospatial mapping. National trends and forecasts for 2025-2027 were modeled using autoregressive integrated moving average (ARIMA) and polynomial regression models. Results: A total of 1.63 million facility-level records were analyzed. National antibiotic consumption rose from 142.4 to 182.8 DID between 2020-2021 and 2023-2024 (a 28% increase). Dispensaries accounted for 71% of the total DID, underscoring the dominant role of primary-care facilities in antibiotic distribution. Dar es Salaam (37.9 DID), Ruvuma (34.5 DID), and Lindi (34.0 DID) recorded the highest cumulative consumption, whereas Katavi (13.7 DID) and Geita (15.4 DID) had the lowest. Access-category antibiotics comprised ≥60% of all consumption, Watch agents 35-40%, and Reserve agents ≤0.1%. Forecasting predicts continued national growth, reaching ≈ 215 DID by 2027 if current trends persist. Conclusions: Antibiotic consumption in Tanzania is concentrated in the coastal and southern regions. Geospatial analytics and digital supply chain enable targeted, data-driven stewardship interventions in resource-limited settings.

Identifiers

PMID41717340
PMCPMC12912931

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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.