Evidence map›Paper›PMID 42577815›Full record

ArticleFrontiers in public health2026

Estimating indicator weights for the motor health of pre-school-aged children: an integrated-methods approach.

Dongxu Du, Linyan Chai, Qiang Fu, Gao Yang, Yujiao Huang, Chenhua Huang

Abstract read
In one paragraph

Article in Frontiers in public 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.

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Dongxu DuSports Academy, Zunyi Normal University, Zunyi, China.
Linyan ChaiSurgical Center for Neurological Diseases, Zunyi First People's Hospital, Zunyi, China.
Qiang FuSchool of History, Culture and Tourism, Zunyi Normal University, Zunyi, China.
Gao YangDepartment of Physical Education, Guiyang Pre-school Education College, Guiyang, China.
Yujiao HuangSchool of Education, Central China Normal University, Wuhan, China.
Chenhua HuangCollege of Childcare Services and Health Care, Guangxi College for Preschool Education, Guangxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Motor health and long-term development of pre-school children is a pressing issue that requires urgent attention. While motor health is critically important for the early growth stage of pre-school children, establishing a multi-dimensional health evaluation indicator weighting system using an integrated subjective-objective weighting method remains a cutting-edge challenge in current research. Methods: WPS Office 6.4 and IBM Results: The total combined weight of the six primary indicators is 1.0, with individual weights ranging from 0.109 to 0.213. The corresponding weights of the 26 secondary indicators range from 0.014 to 0.215. Regarding the weighting of first-level indicators, no significant correlation was found between the comprehensive weighting method and the Delphi method ( Conclusion: By adopting an integrated subjective-objective weighting method, this study establishes evaluation indicator weights based on two foundations: the intrinsic patterns within the data and expert experience. The weights derived through this dual-foundation approach therefore exhibit improved rationality and credibility, providing important reference value for the comprehensive assessment of pre-school children's motor health.

Indexed as

Child DevelopmentHealth Status IndicatorsChild, PreschoolDelphi TechniqueFemaleHumansMalehealth promotion (HP)indicator weightsintegrated methodsmotor healthpre-school children

Identifiers

PMID42577815
PMCPMC13455727

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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.