Cargando…
Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model
Improving the level of public sports services enhances citizens’ physical fitness by implementing the national fitness program. A systematic and scientific efficiency evaluation is a prerequisite for optimizing and improving the level of public sports services in China. Based on data of the Chinese...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535537/ https://www.ncbi.nlm.nih.gov/pubmed/34682343 http://dx.doi.org/10.3390/ijerph182010597 |
_version_ | 1784587808192593920 |
---|---|
author | Ren, Pengyu Liu, Zhaoxia |
author_facet | Ren, Pengyu Liu, Zhaoxia |
author_sort | Ren, Pengyu |
collection | PubMed |
description | Improving the level of public sports services enhances citizens’ physical fitness by implementing the national fitness program. A systematic and scientific efficiency evaluation is a prerequisite for optimizing and improving the level of public sports services in China. Based on data of the Chinese Statistic Yearbook, this study adopted the three-stage data envelopment analysis (DEA) model to measure and analyze the efficiency of public sports services in 31 provinces in China in 2016. To analyze the efficiency of public sports services, technical efficiency was decomposed into pure technical efficiency and scale efficiency. Simultaneously, environmental variables were added to improve accuracy. The results showed that scale efficiency was overestimated, and external technical efficiency was underestimated, before the elimination of external factors and environmental variables. Environmental factors significantly impacted the efficiency of public sports services. Regional gross domestic product (GDP) had a potentially positive impact, while population size partially restricted public sports service efficiency. After eliminating the impact of environmental and random factors, the comprehensive efficiency, pure technical efficiency, and scale efficiency of public sports services all showed improvement in varying degrees. The results provide beneficial insights for the formulation of rational improvement policies for public sports services. |
format | Online Article Text |
id | pubmed-8535537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85355372021-10-23 Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model Ren, Pengyu Liu, Zhaoxia Int J Environ Res Public Health Article Improving the level of public sports services enhances citizens’ physical fitness by implementing the national fitness program. A systematic and scientific efficiency evaluation is a prerequisite for optimizing and improving the level of public sports services in China. Based on data of the Chinese Statistic Yearbook, this study adopted the three-stage data envelopment analysis (DEA) model to measure and analyze the efficiency of public sports services in 31 provinces in China in 2016. To analyze the efficiency of public sports services, technical efficiency was decomposed into pure technical efficiency and scale efficiency. Simultaneously, environmental variables were added to improve accuracy. The results showed that scale efficiency was overestimated, and external technical efficiency was underestimated, before the elimination of external factors and environmental variables. Environmental factors significantly impacted the efficiency of public sports services. Regional gross domestic product (GDP) had a potentially positive impact, while population size partially restricted public sports service efficiency. After eliminating the impact of environmental and random factors, the comprehensive efficiency, pure technical efficiency, and scale efficiency of public sports services all showed improvement in varying degrees. The results provide beneficial insights for the formulation of rational improvement policies for public sports services. MDPI 2021-10-10 /pmc/articles/PMC8535537/ /pubmed/34682343 http://dx.doi.org/10.3390/ijerph182010597 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ren, Pengyu Liu, Zhaoxia Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model |
title | Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model |
title_full | Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model |
title_fullStr | Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model |
title_full_unstemmed | Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model |
title_short | Efficiency Evaluation of China’s Public Sports Services: A Three-Stage DEA Model |
title_sort | efficiency evaluation of china’s public sports services: a three-stage dea model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535537/ https://www.ncbi.nlm.nih.gov/pubmed/34682343 http://dx.doi.org/10.3390/ijerph182010597 |
work_keys_str_mv | AT renpengyu efficiencyevaluationofchinaspublicsportsservicesathreestagedeamodel AT liuzhaoxia efficiencyevaluationofchinaspublicsportsservicesathreestagedeamodel |