Top-down pressure and bottom-up responses: a study on provincial Governments’ adoption and textual reproduction of sports industry policies in China

National policy documents, as the starting point of the "document transmission chain", are often directional and instructive in content. Provincial governments, as transmitters of these policies, possess more precise localized decentralized knowledge and are responsible for their specific implementation. During the downward transmission of policy documents, some provinces tend to directly replicate national policies, which results in provincial governments adopting certain policies, but with unsatisfactory outcomes. Accordingly, this study applies the Word Embedding-Word Mover's Distance method to calculate, for the first time, the variation coefficient of policy text reproduction for provincial governments' sports industry policies. This method is a semantic distance-based text similarity technique that quantifies the semantic divergence between central and provincial policy texts. The normalized variation coefficient ranges from 0 to 1, where a higher value indicates a greater divergence from the central policy text and a higher degree of local reproduction. On this basis, the study further explores the relationship between the speed of policy adoption and the variation coefficient of policy text reproduction at the provincial level. The results reveal significant heterogeneity among the 31 provincial governments in their policy adoption behaviors, which can be categorized into four types according to the characteristics of adoption speed and variation coefficient: rapid adoption with low variation, rapid adoption with high variation, slow adoption with high variation, and slow adoption with low variation.

Authors

Institutions

Publication Details

Journal
Frontiers in Sports and Active Living
Published
2025-11-19
DOI
https://doi.org/10.3389/fspor.2025.1665567
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Top-down pressure and bottom-up responses: a study on provincial Governments’ adoption and textual reproduction of sports industry policies in China

Jian Liu, Zhiliang Li, Jingjing Zhou
Frontiers in Sports and Active Living
Computational and Text Analysis Methods
article

Top-down pressure and bottom-up responses: a study on provincial Governments’ adoption and textual reproduction of sports industry policies in China

Jian Liu, Zhiliang Li, Jingjing Zhou
article en

Abstract

National policy documents, as the starting point of the "document transmission chain", are often directional and instructive in content. Provincial governments, as transmitters of these policies, possess more precise localized decentralized knowledge and are responsible for their specific implementation. During the downward transmission of policy documents, some provinces tend to directly replicate national policies, which results in provincial governments adopting certain policies, but with unsatisfactory outcomes. Accordingly, this study applies the Word Embedding-Word Mover's Distance method to calculate, for the first time, the variation coefficient of policy text reproduction for provincial governments' sports industry policies. This method is a semantic distance-based text similarity technique that quantifies the semantic divergence between central and provincial policy texts. The normalized variation coefficient ranges from 0 to 1, where a higher value indicates a greater divergence from the central policy text and a higher degree of local reproduction. On this basis, the study further explores the relationship between the speed of policy adoption and the variation coefficient of policy text reproduction at the provincial level. The results reveal significant heterogeneity among the 31 provincial governments in their policy adoption behaviors, which can be categorized into four types according to the characteristics of adoption speed and variation coefficient: rapid adoption with low variation, rapid adoption with high variation, slow adoption with high variation, and slow adoption with low variation.

Frontiers in Sports and Active LivingVol. 7
Shenzhen University (CN)
Guangdong Office of Philosophy and Social Science
Openalex Percentile: Top 54%
Computational and Text Analysis Methods
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.

Top-down pressure and bottom-up responses: a study on provincial Governments’ adoption and textual reproduction of sports industry policies in China — Jian Liu, Zhiliang Li, et al. · Frontiers in Sports and Active Living (2025) | TGRS Research Map | TGRS