Evidence map›Paper›PMID 40487520›Full record

ArticleFrontiers in public health2025

The impact of digital economy on the supply chain resilience of cross-border healthcare e-commerce.

Jianyu Liu, Siyi Mao, Lin Lu, Yuan Jing, Xiangjun Yang, Hejiang Xu, Yuelin Ren

Abstract read
In one paragraph

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. 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

7 authors.

Jianyu Liu *School of Economics and Management, Guangxi Normal University, Guilin, China.
Siyi Mao *School of Economics and Management, Guangxi Normal University, Guilin, China.
Lin Lu *School of Economics and Management, Guangxi Normal University, Guilin, China.
Yuan JingSchool of Economics and Management, Guangxi Normal University, Guilin, China.
Xiangjun YangSchool of Economics and Management, Guangxi Normal University, Guilin, China.
Hejiang XuSchool of Economics and Management, Guangxi Normal University, Guilin, China.
Yuelin RenSchool of Economics and Management, Guangxi Normal University, Guilin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The healthcare industry plays a crucial role in global economic development and public health, but the healthcare cross-border e-commerce supply chain often faces numerous risks due to various disruptive events. We employ panel data from 2013 to 2022 for provincial-level regions in China to investigate the impact mechanisms of the digital economy on supply chain resilience in cross-border healthcare e-commerce. The results indicate that the digital economy significantly enhance supply chain resilience, with reduced reliance on foreign trade, increased export technology complexity, and decreased export concentration being key pathways for this improvement. The impact of the digital economy is stronger in the western regions than in central and eastern areas, and the establishment of comprehensive cross-border e-commerce pilot zones can further empower the supply chain. These findings offer valuable insights for the sustainable development of healthcare cross-border e-commerce supply chain resilience and the digital economy.

Indexed as

CommerceDelivery of Health CareChinaHumanscross-border e-commercedigital economyhealthcare industryimpact mechanismssupply chain resilience

Identifiers

PMID40487520
PMCPMC12141214

What OpenQuestion holds

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LicenceCC BY
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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.