Evidence map›Paper›PMID 41613086›Full record

ArticleFrontiers in public health2025

Spatial dynamics of lithium battery recycling enterprises in China: implications for smart waste management and public health.

Feng Hu, Huijie Yang, Xiaolong Zhou, Shuang Zhao, Liping Qiu, Shaobin Wei, Jiahan Hu, Yufeng Chen, Hao Hu, Haiyan Zhou

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Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Feng Hu *Institute of International Business & Economics Innovation and Governance, Shanghai University of International Business and Economics, Shanghai, China.
Huijie Yang *International Business School, Shanghai University of International Business and Economics, Shanghai, China.
Xiaolong Zhou *School of Law, Shanghai University of International Business and Economics, Shanghai, China.
Shuang Zhao *College of Business Administration, Ningbo University of Finance and Economics, Ningbo, China.
Liping Qiu *CEEC Economic and Trade Cooperation Institute, Ningbo University, Ningbo, China.
Shaobin WeiInstitute of International Business & Economics Innovation and Governance, Shanghai University of International Business and Economics, Shanghai, China.
Jiahan HuCollege of Engineering, University of Perpetual Help System Laguna, Biñan, Laguna, Philippines.
Yufeng ChenSchool of Economics and Management, Zhejiang Normal University, Jinhua, China.
Hao HuSchool of Economics, Shanghai University, Shanghai, China.
Haiyan ZhouGraduate School, Nueva Ecija University of Science and Technology, Cabanatuan, Philippines.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The recycling of lithium batteries not only requires government guidance and support but also necessitates the deep involvement of enterprises to ensure sustainable production and promote circular economic development. Improper disposal and informal recycling of waste lithium batteries can release heavy metals and toxic electrolytes, posing potential threats to environmental safety and public health. Based on data related to lithium battery recycling enterprises in China, this paper utilizes spatial statistical methods and geographic detectors to analyze the spatial distribution patterns and influencing factors of these enterprises. The results indicated the following: (1) the overall spatial pattern of lithium battery recycling enterprises in China is characterized as having a "tiered" structure, with the eastern region consistently having the highest number of recycling enterprises, and a standard deviation ellipse shows the general temporal and spatial distribution trend in a south-north direction; (2) the spatial distribution of lithium battery recycling enterprises in China exhibits a significant positive spatial correlation, with a basically stable spatial pattern of cold and hot spots; Meanwhile, kernel density analysis indicates a gradual expansion of the spatial distribution, albeit with significant geographic polarization characteristics; (3) since 2013, lithium battery recycling enterprises have rapidly expanded, showing marked spatial differentiation within city clusters; and (4) the spatial distribution of these enterprises is significantly influenced by factors such as consumer spending levels and regional economic development, with all interaction factors showing a strong bi-factor enhancement effect. The findings provide guidance for developing smart waste-management systems to strengthen environmental governance and mitigate potential public health risks associated with lithium battery recycling.

Indexed as

Electric Power SuppliesLithiumPublic HealthRecyclingWaste ManagementChinaHumansSpatial AnalysisLithiumgeographical detectorinfluencing factorslithium battery recyclingpublic health risksmart waste managementspatial pattern

Identifiers

PMID41613086
PMCPMC12847039

What OpenQuestion holds

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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.