Evidence map›Paper›PMID 42659042›Full record

ArticleJournal of global health2026

Diagnostic completeness: the missing link in antimicrobial stewardship in low- and middle-income countries.

Qingchun Pan, Xiaohua Chen

Abstract read
In one paragraph

Article in Journal of global health, 2026. 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
–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

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.

Qingchun Pan
Xiaohua Chen

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial resistance (AMR) is accelerating in low- and middle-income countries, yet antibiotic prescribing decisions are often made without diagnostic certainty. Diagnostic completeness - the systematic commitment to obtaining a confirmed diagnosis before initiating treatment - is an overlooked upstream component of antimicrobial stewardship. Without this pre-treatment commitment, downstream antimicrobial management efforts risk being bypassed because diagnostic testing is never ordered. Here, we distinguish diagnostic completeness from diagnostic stewardship: the former concerns whether a diagnosis is pursued before treatment, whereas the latter concerns whether the appropriate diagnostic test is used. Behavioural alerts, hub-and-spoke diagnostics, and incentive redesign are three practical pathways that could strengthen diagnostic completeness in primary care, although each faces well-documented implementation barriers requiring context-specific adaptation. We also address patient-level constraints, equity implications, health system heterogeneity, and empirical therapy in emergency contexts. Diagnostic completeness is a necessity; closing the diagnostic gap will not solve AMR alone, yet without it, stewardship will not suffice.

Indexed as

Anti-Bacterial AgentsAntimicrobial StewardshipDeveloping CountriesHumansPrimary Health CareResource-Limited SettingsAnti-Bacterial Agentsantimicrobial resistanceantimicrobial stewardshipdiagnostic completenessLMICspoint-of-care testingprimary care

Identifiers

PMID42659042
PMCPMC13521489

What OpenQuestion holds

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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.