Evidence map›Paper›PMID 40344153›Full record

ArticlePloS one2025

Analyzing the coupling coordination between aviation logistics and the regional economy: Identifying coupling mechanisms and critical influencing factors.

Lijun Liang, Peirong Chen, Mengwan Zhang

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Lijun LiangSchool of Business, Beijing Information Science and Technology University (BISTU), Beijing, China.ORCID https://orcid.org/0009-0003-7909-9890
Peirong ChenSchool of Management Science and Engineering, Beijing Information Science and Technology University (BISTU), Beijing, China.
Mengwan ZhangSchool of Economics and Management, Beijing Forestry University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The relationship between aviation logistics and the regional economy (AL&RE) is mutually reinforcing. This study aims to develop a research framework for evaluating the coupling coordination level and identifying critical influencing factors in regional AL&RE by integrating the coupling coordination degree model with grey relational analysis. The framework is designed to guide regional policy formulation, fostering economic development through the coordinated advancement of AL&RE. To validate its effectiveness, an empirical analysis is conducted using data from Sichuan Province in China for the period 2013-2023. The key findings are as follows: (1) In Sichuan Province, local government expenditures on civil aviation development funds play a crucial role in supporting aviation logistics, while GDP and the proportion of investment in environmental pollution control relative to GDP significantly impact the regional economy. (2) The coupling degree between AL&RE remains high, with coordination generally improving, although occasional declines occur due to internal imbalances caused by external factors. (3) The influence of each indicator on coupling coordination varies, with civil aviation cargo turnover, throughput, and civil aviation take-off and landing sorties being the most significant. (4) Critical factors influencing AL&RE development differ from those affecting their coupling coordination, underscoring the nonlinear nature of this composite system. The study theoretically constructs a composite system for AL&RE and analyzes their coupling mechanism, addressing a significant research gap. It also integrates green indicators into the regional economic subsystem, offering a novel perspective for future research. Practically, the study provides recommendations for enhancing AL&RE coordination in Sichuan.

Indexed as

AviationEconomic DevelopmentChinaHumans

Identifiers

PMID40344153
PMCPMC12064044

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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.