Evidence map›Paper›PMID 40796614›Full record

ArticleScientific reports2025

Designing an innovative Multi-Criteria Decision Making (MCDM) framework for optimized teaching and delivery of physical education curriculum.

Xu Sun, Basuo Yu, Runmei Li

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

3 authors.

Xu SunSchool of Sports and Leisure, Xi'an Physical Education University, Xi'an, 710068, Shanxi, China.
Basuo YuPhysical Education Teaching and Research Group, Xi'an, 710068, Shaanxi, China.
Runmei LiSchool of Sports and Leisure, Xi'an Physical Education University, Xi'an, 710068, Shanxi, China. 15319728996@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Physical Education (PE) plays a vital role in fostering students' physical, cognitive, and social development. However, the delivery of PE curricula often suffers from fragmented instructional models, inconsistent pedagogical practices, and inadequate consideration of diverse stakeholder perspectives. This study proposes an innovative Multi-Criteria Decision Making (MCDM) framework, based on the Analytic Hierarchy Process (AHP), to optimize the teaching and delivery of PE programs. The research adopts a structured methodology encompassing literature-based criteria identification, expert consultations, and a hierarchically organized decision model to prioritize instructional strategies. Five core evaluation dimensions were identified-Pedagogical Quality, Student Engagement, Resource Availability, Curriculum Flexibility, and Inclusivity & Accessibility-each containing relevant sub-criteria derived from literature and validated through stakeholder input. The AHP method was employed to derive relative weights of these criteria through pairwise comparisons completed by PE teachers, academic coordinators, and policy advisors. Aggregated scores were then calculated for four instructional alternatives: Lecture-Based, Game-Based, Blended, and Project-Based learning. The results revealed Game-Based Learning as the most preferred strategy, followed by Blended Learning, based on its alignment with highly weighted criteria such as motivation, instructional effectiveness, and innovative content delivery. Sensitivity analysis confirmed the robustness of this preference under varied judgment scenarios, reinforcing its suitability for modern PE environments. The proposed MCDM framework offers a data-driven, context-sensitive approach for educators and curriculum planners to make informed, transparent, and adaptable decisions for PE curriculum design.

Indexed as

Analytic hierarchy processCurriculum optimizationEducational decision supportMulti-Criteria decision makingPhysical education

Identifiers

PMID40796614
PMCPMC12344077

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.