Evidence map›Paper›PMID 37337134›Full record

ArticleBMC infectious diseases2023

Unravelling patient pathways in the context of antibacterial resistance in East Africa.

Katherine Keenan, Kathryn J Fredricks, Mary Abed Al Ahad, Stella Neema, Joseph R Mwanga, Mike Kesby, Martha F Mushi, Annette Aduda, Dominique L Green, Andy G Lynch and 25 more

Open access · goldAbstract read
In one paragraph

Article in BMC infectious diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
2.4field-weighted citation impact, top 9% of its field
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

11 citing papers in PubMed, 13 citations in OpenAlex.

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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

35 authors at 9 institutions in 5 countries.

Katherine KeenanSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK. katherine.keenan@st-andrews.ac.uk.
Kathryn J FredricksSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Mary Abed Al AhadSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Stella NeemaMakerere University, Kampala, Uganda.
Joseph R MwangaCatholic University of Health and Allied Sciences, Mwanza, Tanzania.
Mike KesbySchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Martha F MushiCatholic University of Health and Allied Sciences, Mwanza, Tanzania.
Annette AdudaKenya Medical Research Institute, Nairobi, Kenya.
Dominique L GreenSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Andy G LynchSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Sarah I HuqueSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Blandina T MmbagaKilimanjaro Clinical Research Institute and Kilimanjaro Christian Medical University College, Moshi, Tanzania.
Hannah WorthingtonSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Catherine KansiimeMakerere University, Kampala, Uganda.
Emmanuel OlamijuwonSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Nyanda E NtinginyaNIMR-Mbeya Medical Research Centre, Mbeya, Tanzania.
Olga LozaSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Joel BaziraMbarara University, Mbarara, Uganda.
Antonio Maldonado-BarragánSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
VAnne SmithSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Arun Gonzales DecanoSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
John Mwaniki NjeruKenya Medical Research Institute, Nairobi, Kenya.
Alison SandemanSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
John StellingBrigham and Women's Hospital, Boston, USA.
Alison ElliottLondon School of Hygiene & Tropical Medicine, London, UK.
David AanensenUniversity of Oxford, Oxford, UK.
Stephen H GillespieSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Gibson KibikiAfrica Research Excellence Fund, London, UK.
Wilber SabiitiSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Derek J SloanSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
Benon B AsiimweMakerere University, Kampala, Uganda.
John KiiruKenya Medical Research Institute, Nairobi, Kenya.
Stephen E MshanaCatholic University of Health and Allied Sciences, Mwanza, Tanzania.
Matthew T G HoldenSchool of Geography and Sustainable Development, University of St. Andrews, St Andrews, KY16 9AL, UK.
HATUA Consortium
University of St Andrews · GBCatholic University of Health and Allied Sciences · TZKenya Medical Research Institute · KEMakerere University · UGBrigham and Women's Hospital · USKilimanjaro Christian Medical Centre · TZLondon School of Hygiene & Tropical Medicine · GBMbarara University of Science and Technology · UGUniversity of Oxford · GB

Funding

Medical Research Council MC_UU_00027/5Medical Research Council MR/K019708/1Medical Research Council MR/S004785/1Wellcome Trust 107743
6 · The paper itself

Abstract

backgroundA key factor driving the development and maintenance of antibacterial resistance (ABR) is individuals' use of antibiotics (ABs) to treat illness. To better understand motivations and context for antibiotic use we use the concept of a patient treatment-seeking pathway: a treatment journey encompassing where patients go when they are unwell, what motivates their choices, and how they obtain antibiotics. This paper investigates patterns and determinants of patient treatment-seeking pathways, and how they intersect with AB use in East Africa, a region where ABR-attributable deaths are exceptionally high.

methodsThe Holistic Approach to Unravelling Antibacterial Resistance (HATUA) Consortium collected quantitative data from 6,827 adult outpatients presenting with urinary tract infection (UTI) symptoms in Kenya, Tanzania, and Uganda between February 2019- September 2020, and conducted qualitative in-depth patient interviews with a subset (n = 116). We described patterns of treatment-seeking visually using Sankey plots and explored explanations and motivations using mixed-methods. Using Bayesian hierarchical regression modelling, we investigated the associations between socio-demographic, economic, healthcare, and attitudinal factors and three factors related to ABR: self-treatment as a first step, having a multi-step treatment pathway, and consuming ABs.

resultsAlthough most patients (86%) sought help from medical facilities in the first instance, many (56%) described multi-step, repetitive treatment-seeking pathways, which further increased the likelihood of consuming ABs. Higher socio-economic status patients were more likely to consume ABs and have multi-step pathways. Reasons for choosing providers (e.g., cost, location, time) were conditioned by wider structural factors such as hybrid healthcare systems and AB availability.

conclusionThere is likely to be a reinforcing cycle between complex, repetitive treatment pathways, AB consumption and ABR. A focus on individual antibiotic use as the key intervention point in this cycle ignores the contextual challenges patients face when treatment seeking, which include inadequate access to diagnostics, perceived inefficient public healthcare and ease of purchasing antibiotics without prescription. Pluralistic healthcare landscapes may promote more complex treatment seeking and therefore inappropriate AB use. We recommend further attention to healthcare system factors, focussing on medical facilities (e.g., accessible diagnostics, patient-doctor interactions, information flows), and community AB access points (e.g., drug sellers).

Indexed as

Anti-Bacterial AgentsDelivery of Health CareAdultBayes TheoremHumansQualitative ResearchUgandaAnti-Bacterial AgentsAfricaAntibacterial ResistanceAntibioticsHealthcare systemMixed methodsPatient pathwaysTreatment seekingUrinary tract Infection

Identifiers

PMID37337134
PMCPMC10278291
OpenAlexW4381249880

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.