Evidence mapPaperPMID 41278593Full record

ArticleFrontiers in sports and active living2025

Construction and empirical study of China's snow sports evaluation Index system.

Yi Nuo, Xue Han, Qiu Sen

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Article in Frontiers in sports and active living, 2025. 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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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

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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

3 authors.

Yi NuoCollege of Education, Capital Normal University, Beijing, China.
Xue HanCollege of Sports Science, Nantong University, Nantong, Jiangsu, China.
Qiu SenWinter Sport School, Hebei Institute of Physical Education, Shijiazhuang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study aimed to construct a scientifically-grounded evaluation index system for snow sports development in China, addressing persistent challenges in mass participation, industry cultivation, and regional coordination despite competitive achievements. The research was motivated by the transformative impact of the 2022 Beijing Winter Olympics and the need for a locally adapted evaluation framework that maintains international comparability. Methods: A mixed-methods approach was employed, combining in-depth interviews with 43 experts analyzed via grounded theory to develop a three-level indicator system (3 primary, 13 secondary, and 54 tertiary indicators). A combined weighting method integrated objective data characteristics and normative design principles, applied to panel data from 2015-2019. Regression analysis was conducted to quantify the impact of Winter Olympics investment. Results: The overall development index increased 10.92-fold from 2015 to 2019 with mass participation showing the most rapid growth (12.71-fold) followed by competitive development (10.64-fold) and economic development (8.82-fold). Regression analysis confirmed that Winter Olympics investment had a significant positive impact ( Discussion: Strategic Olympic investment catalyzed holistic development, particularly in mass participation, amplified by policy campaigns like "Engaging 300 Million People in Ice and Snow Sports." The concentric circle model validated the interconnectedness of competitive, mass, and economic dimensions. However, high operational costs threaten long-term sustainability, necessitating policies to improve.

Indexed as

Beijing Winter Olympicsevaluation systemgrounded theoryinterview methodsnow sports

Identifiers

PMID41278593
PMCPMC12634621

What Socratic holds

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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 Socratic graph.