Contributors
Juanmei Zhou: Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: Project
administrationRole: ResourcesRole: Writing – review & editing
Jie Mei:
ORCID: https://orcid.org/0009-0001-8613-1241
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole:
MethodologyRole: ResourcesRole: SoftwareRole: ValidationRole: VisualizationRole: Writing
– original draftRole: Writing – review & editing
Afshan Naseem: Role: Editor
Journal
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS One
Journal ID (publisher-id): plos
Title:
PLOS One
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date
(Electronic):
26
February
2025
Publication date Collection: 2025
Volume: 20
Issue: 2
Electronic Location Identifier: e0316251
Affiliations
[001]
School of Economics and Management, North University of China, Taiyuan, China
National University of Sciences and Technology, PAKISTAN
Author notes
Competing Interests: The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PONE-D-24-06764
DOI: 10.1371/journal.pone.0316251
PMC ID: 11864519
PubMed ID: 40009608
SO-VID: 928a9d7e-7efd-4895-b78f-424cc3a814ad
Copyright © © 2025 Zhou, Mei
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
History
Date
received
: 19
February
2024
Date
accepted
: 9
December
2024
Page count
Figures: 0,
Tables: 8,
Pages: 23
Funding
Funded by:
funder-id http://dx.doi.org/10.13039/501100017630, Humanities and Social Sciences Youth Foundation, Ministry of Education;
Award ID: 22YJC790142
Funded by: Ministry of Education Humanities and social Science research project Youth Fund project
Award ID: 23YJC790133
Funded by: Key research base of Humanities and social Sciences in Shanxi Province
Award ID: 20200128
Funded by: Shanxi graduate excellent course project
Award ID: 2023YZ31
This study was funded Humanities and Social Sciences Youth Foundation, Ministry of
Education, (22YJC790142); Ministry of Education Humanities and social Science research
project Youth Fund project, (23YJC790133); Key research base of Humanities and social
Sciences in Shanxi Province, (20200128); Shanxi graduate excellent course project,
(2023YZ31). The funders had no role in study design, data collection and analysis,
decision to publish, or preparation of the manuscript.
Categories
Subject:
Research Article
Subject:
Engineering and Technology
Subject:
Management Engineering
Subject:
Supply Chain Management
Subject:
Social Sciences
Subject:
Economics
Subject:
Industrial Organization
Subject:
Biology and Life Sciences
Subject:
Neuroscience
Subject:
Cognitive Science
Subject:
Cognitive Psychology
Subject:
Decision Making
Subject:
Biology and Life Sciences
Subject:
Psychology
Subject:
Cognitive Psychology
Subject:
Decision Making
Subject:
Social Sciences
Subject:
Psychology
Subject:
Cognitive Psychology
Subject:
Decision Making
Subject:
Biology and Life Sciences
Subject:
Neuroscience
Subject:
Cognitive Science
Subject:
Cognition
Subject:
Decision Making
Subject:
Social Sciences
Subject:
Economics
Subject:
Industrial Organization
Subject:
Structure of Markets
Subject:
Computer and Information Sciences
Subject:
Network Analysis
Subject:
Network Resilience
Subject:
Social Sciences
Subject:
Economics
Subject:
Development Economics
Subject:
Economic Development
Subject:
Research and Analysis Methods
Subject:
Mathematical and Statistical Techniques
Subject:
Statistical Methods
Subject:
Regression Analysis
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Statistics
Subject:
Statistical Methods
Subject:
Regression Analysis
Subject:
Computer and Information Sciences
Subject:
Information Technology
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