Evidence map›Paper›PMID 40419583›Full record

ArticleScientific reports2025

Information and communication technology, upgrading of industrial structure and spatial spillover effect.

Heyuan Fang, Kashif Iqbal

Abstract read
In one paragraph

Article in Scientific reports, 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

2 authors.

Heyuan FangSchool of Digital Economics and Management, Wuxi University, Wuxi, 214105, China.
Kashif IqbalDepartment of Economics and Finance, The Business School, RMIT Vietnam, Ho Chi Minh City, 760000, Vietnam. kashif.iqbal@rmit.edu.vn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Against the backdrop of China's "dual-carbon" goals and regional coordination strategies, information and communication technology (ICT) is positioned as a critical enabler to resolve efficiency-resource trade-offs and bridge spatial development gaps. This paper investigates the impact of ICT on the industrial structure upgrading (ISU) process using the Spatial Dubin Model (SDM). Based on the panel data of cities in the Yangtze River Delta region of China from 2001 to 2023, the empirical results indicate that ICT has a positive effect on ISU and that there are significant positive spatial spillover effects. Technological innovation and productivity improvement play essential mediating roles during this process. We also find that ICT has a greater impact on the cities in the early stages of industrial upgrading than on those in the developed stages. These findings offer actionable insights for policymakers to leverage ICT's cross-regional synergies, particularly in emerging economies grappling with imbalanced industrial ecosystems and sustainability constraints.

Indexed as

ChinaFixed Effects (FE)Industrial Structure Upgrading (ISU)Information and Communication Technology (ICT)Ordinary Least Squared (OLS)Spatial Dubin Model (SDM)

Identifiers

PMID40419583
PMCPMC12106691

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.