Evidence map›Paper›PMID 40547467›Full record

ArticleFrontiers in public health2025

Evaluating ECAMM-based training efficacy for malaria microscopists in Hunan Province, China.

Wei Ning, Shi-Feng Zhuang, Lan Wen, Ming-Zhong Xu, Miao-Miao Wang, Fang Peng, Fei-Fan Huang, Bin Tian

Abstract read
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Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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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

8 authors.

Wei NingDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.
Shi-Feng ZhuangDepartment of Endemic and Parasitic Diseases Control, Hunan Center for Disease Control and Prevention, Changsha, China.
Lan WenDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.
Ming-Zhong XuDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.
Miao-Miao WangDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.
Fang PengDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.
Fei-Fan HuangDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.
Bin TianDepartment of Clinical Laboratory, Changsha Municipal Center for Disease Control and Prevention, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The rapid and accurate diagnosis of malaria has contributed to China's remarkable achievement in malaria elimination. In the post-elimination phase, microscopic examination remains crucial for preventing the reintroduction of imported malaria. This study developed and validated a 4-day external competency assessment training program for malaria microscopists based on the External Competency Assessment for Malaria Microscopists (ECAMM) framework, to enhance diagnostic proficiency among laboratory personnel in public health institutions. Methods: Course design, blood smear selection, evaluation methods, and scoring criteria strictly adhered to WHO guidelines. Participants underwent one pre-training test and four post-training assessments involving 48 blood smears to evaluate diagnostic accuracy in qualitative identification and species differentiation. A comprehensive analysis was conducted on training needs, skill improvement trajectories, diagnostic error patterns, competency predictors, and participant satisfaction. 24 participants from public health institutions across 14 prefecture-level jurisdictions in Hunan Province completed the program with heterogeneous performance outcomes. Results: 75% of participants had received no formal malaria microscopy training in the preceding 5 years. Post-training assessments demonstrated significant improvements: negative smear recognition accuracy increased by 29.86%, positive smear identification by 25.52%, and species differentiation accuracy by 48.96%. The predominant diagnostic error was interspecies confusion, notably the misidentification of Conclusion: This external capacity assessment training program effectively enhanced short-term malaria microscopy proficiency. We propose institutionalizing this model as a national certification program to maintain diagnostic competency through regular training and quality monitoring, particularly targeting primary healthcare facilities at the township level.

Indexed as

Clinical CompetenceLaboratory PersonnelMalariaMicroscopyAdultChinaFemaleHumansMalecompetencyECAMMmalariamicroscopisttraining course

Identifiers

PMID40547467
PMCPMC12179097

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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.