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DOI 10.1371/journal.pone.0352583

Медицинская библиотека · PloS one · 2026

Assessing the accuracy and efficiency of an electronic platform for managing childhood illnesses in rural China: A cluster randomized controlled trial.

Zhang Puhong, Zhao Yang, Shang Jie, Nadila Duolikun, Li Tao, Liu Yu, Abdurixit Gulizat, Hirst Jane Elizabeth

СтатьяРандомизированное исследованиеПеревод в очереди

Аннотация

OBJECTIVES

The Integrated Management of Childhood Illness (IMCI) faces challenges in capacity building and quality control. This trial aims to assess an electronic IMCI (eIMCI) platform in improving the effectiveness and efficiency in disease classification and management by community health workers (CHWs).

DESIGN

Cluster randomized controlled trial.

SETTING

Rural western China.

PARTICIPANTS

24 CHWs and 72 ill children aged 2 months to 5 years (3 children per CHW). CHWs were randomly assigned to intervention or control groups.

INTERVENTIONS: The intervention CHWs received online training and performed disease management using the eIMCI platform featuring integrated training modules and decision-support tools. The control group received traditional face-to-face training and used paper-based IMCI protocols.

MAIN OUTCOME MEASURES: Proportion of children correctly diagnosed or classified by CHWs, as determined by a pediatric specialist. Relative risk (RR) between groups was estimated using Poisson Generalized Linear Mixed Models incorporating a random intercept for CHW to account for clustering of children within individual CHWs and adjusting for key covariates at both the CHW and child levels.

RESULTS

The intervention group (13 CHWs, 39 children) had a higher rate of correct classification (64.1%) compared to the control group (11 CHWs, 33 children) (39.4%, P = .056). Multivariable regression analysis confirmed this (RR = 2.1, 95% CI: 1.5-3.1; P < .001). No significant difference was found in correct treatment rates (38.5% vs. 27.3%, P = .316). Online training reduced time and costs by approximately 80%, though with a slight decrease in post-training evaluation scores.

CONCLUSIONS

The eIMCI platform shows potential in enhancing IMCI implementation and significantly reducing the training burden in resource-limited settings. Trial registration: Chinese Clinical Trial Registry: ChiCTR2100042533, https://www.chictr.org.cn/showproj.html?proj=119995.

Для цитирования: Zhang Puhong, Zhao Yang, Shang Jie, Nadila Duolikun, Li Tao, Liu Yu, Abdurixit Gulizat, Hirst Jane Elizabeth. Assessing the accuracy and efficiency of an electronic platform for managing childhood illnesses in rural China: A cluster randomized controlled trial.. PloS one. 2026. DOI: 10.1371/journal.pone.0352583.

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