Assessing the efficiency of China’s national fitness public services: a super-efficiency DEA-Malmquist–Tobit approach

The study recommends that future strategies prioritize the scientific planning of fiscal inputs into public fitness services, the precise optimization of expenditure structures, the exploration of collaborative supply mechanisms, the expansion of demand-driven feedback channels, the integration of technological innovations, and the acceleration of digitalization in public fitness services.

Authors

Institutions

Publication Details

Journal
Frontiers in Public Health
Published
2024-09-12
DOI
https://doi.org/10.3389/fpubh.2024.1433337
Citations
7
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
3.43

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessing the efficiency of China’s national fitness public services: a super-efficiency DEA-Malmquist–Tobit approach

Li Cao, Qian Gu, Xueting Gao
7 citations
Frontiers in Public Health
Efficiency Analysis Using DEA
3.43
article

Assessing the efficiency of China’s national fitness public services: a super-efficiency DEA-Malmquist–Tobit approach

Li Cao, Qian Gu, Xueting Gao
article en
7 citations

Abstract

The study recommends that future strategies prioritize the scientific planning of fiscal inputs into public fitness services, the precise optimization of expenditure structures, the exploration of collaborative supply mechanisms, the expansion of demand-driven feedback channels, the integration of technological innovations, and the acceleration of digitalization in public fitness services.

Frontiers in Public HealthVol. 12
Shandong University (CN), Qufu Normal University (CN), Shandong Normal University (CN)
Qufu Normal University
Openalex Percentile: Top 7%
Efficiency Analysis Using DEA
3.43
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.