Evidence map›Paper›PMID 42900377›Full record

ArticleEuropean journal of pediatrics2026

Awareness, attitudes, and practices concerning the use of indirect evidence in pediatrics: a cross-sectional survey of healthcare professionals in China.

Yueyan Li, Ying Wang, Ruobing Lei, Qi Zhou, Qiu Li, Yaolong Chen, Janne Estill

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Article in European journal of pediatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yueyan LiChevidence Lab Child & Adolescent Health, National Clinical Research Center for Children and Adolescents' Health and Diseases, Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.
Ying WangCentre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.
Ruobing LeiSchool of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Qi ZhouEvidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
Qiu LiChongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China. liqiu809@hospital.cqmu.edu.cn.
Yaolong ChenChevidence Lab Child & Adolescent Health, National Clinical Research Center for Children and Adolescents' Health and Diseases, Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China. 483861@hospital.cqmu.edu.cn.
Janne EstillEvidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The "evidence gap" in pediatrics often requires healthcare professionals to use evidence that is not fully direct for the target population, intervention, or context. Despite its critical clinical relevance, the conceptual understanding and practice patterns surrounding indirect evidence among healthcare professionals remain poorly characterized. This study aimed to evaluate the awareness, attitudes, practice patterns, and unmet needs regarding the use of indirect evidence among pediatric healthcare professionals in China. A cross-sectional survey was conducted among clinicians, pharmacists, technicians, researchers, and other professionals working in the field of pediatrics in China. This survey assessed four domains: self-reported awareness, attitudes, practice behaviors, and perceived barriers or support needs. Multivariable proportional-odds ordinal logistic regression was the main analysis of four single-item ordinal outcomes; linear regression was a sensitivity analysis. Multi-item matrix sections were examined using internal-consistency coefficients and exploratory factor analysis. A total of 571 valid responses were included in the final analysis. After reading a brief definition of indirect evidence, 57 participants (10.0%) rated themselves as extremely familiar with the concept. Respondents reported greater confidence in evidence from similar diseases (41.0% reporting high or extremely high confidence) than in adult data (25.0%) or animal studies (20.0%). In a separate item, 295 participants (51.7%) reported being required to base decisions on indirect evidence in their professional routine at least several times per week, and 55.7% reported often or always consulting peers or experts when assessing applicability. In adjusted ordinal models, tertiary-hospital affiliation was associated with a higher category of reported frequency of needing to base decisions on indirect evidence (adjusted OR 1.95, 95% CI 1.25 to 3.03), whereas master's or doctoral education was associated with a lower category than bachelor's degree or below (adjusted OR 0.58, 95% CI 0.38 to 0.89). The most frequently reported barrier was the absence of unified, standardized evaluation processes or tools.

conclusionOur findings suggest a substantial perceived need for structured guidance and tools to support the appraisal and application of indirect evidence in pediatric practice. Pediatric healthcare professionals in China reported awareness of the evidence gap and willingness to consider indirect evidence, but also reported low confidence, limited use of standardized methods, and substantial reliance on informal, experience-based approaches. These findings identify perceived needs that may inform the development and evaluation of user-friendly frameworks, targeted training programs, and supportive institutional policies. WHAT IS KNOWN: • Pediatric evidence gaps often require professionals to consider indirect evidence, yet limited data exist on how they perceive such evidence or how often they report encountering decisions that require it. WHAT IS NEW: • After reading a brief definition of indirect evidence, 10.0% of respondents rated themselves as extremely familiar with the concept. In a separate item, 51.7% reported being required to base professional decisions on indirect evidence at least several times per week; 55.7% often or always consulted peers or experts, while frequent use of formal assessment methods was uncommon.

Indexed as

Attitude of Health PersonnelEvidence-Based MedicineHealth Knowledge, Attitudes, PracticeHealth PersonnelPediatricsPractice Patterns, Physicians'AdultChinaCross-Sectional StudiesFemaleHumansMaleSurveys and QuestionnairesAttitudes and practicesAwarenessChinaCross-sectional studyExtrapolationIndirect evidencePediatrics

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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.