Evidence map›Paper›PMID 34444283›Full record

ArticleInternational journal of environmental research and public health2021

Spatial Interaction Spillover Effects between Digital Financial Technology and Urban Ecological Efficiency in China: An Empirical Study Based on Spatial Simultaneous Equations.

Yaya Su, Zhenghui Li, Cunyi Yang

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Article
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  3. Article
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  5. Article
  6. Article
  7. Impact of Coastal Urbanization on Marine Pollution: Evidence from China.International journal of environmental research and public health · 2022
    Article
  8. Green Total Factor Productivity Growth: Policy-Guided or Market-Driven?International journal of environmental research and public health · 2022
    Article
  9. Effects of the Digital Economy on Carbon Emissions: Evidence from China.International journal of environmental research and public health · 2022
    Article
  10. Digital Economy, Agricultural Technological Progress, and Agricultural Carbon Intensity: Evidence from China.International journal of environmental research and public health · 2022
    Article
  11. Interaction between Digital Economy and Environmental Pollution: New Evidence from a Spatial Perspective.International journal of environmental research and public health · 2022
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
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  18. Review
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.

Yaya SuSchool of Finance, Hunan University of Technology and Business, Changsha 410205, China.
Zhenghui LiGuangzhou Institute of International Finance, Guangzhou University, Guangzhou 510405, China.ORCID 0000-0002-7344-9912
Cunyi YangSchool of Economics and Statistics, Guangzhou University, Guangzhou 510006, China.ORCID 0000-0001-5420-1025

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As a core component of the digital economy, digital financial technology has a complex interactive and interdependent relationship with ecological efficiency. From the holistic spatial interaction perspective, this paper uses spatial simultaneous equations and generalized spatial three-stage least squares (GS3SLS) to analyze the spatial interaction spillovers between digital financial technology and urban ecological efficiency based on data from 284 Cities in China from 2008 to 2018. The results show that: (1) Digital financial technology and urban ecological efficiency promote each other, and the latter is relatively dominant. (2) Both digital financial technology and urban ecological efficiency have significant spatial spillover effects. (3) Digital financial technology in surrounding cities has a restraining effect on local ecological efficiency, and the improvement of ecological efficiency in surrounding cities has a siphon effect on local digital financial technology. (4) There is spatial and period heterogeneity in the intensity of the spatial interaction spillover effect between the two. With resources and environment increasingly becoming rigid constraints on economic growth, these findings help identify new drivers of regional ecological efficiency and promote the coordinated development of digital finance and green ecology.

Indexed as

Economic DevelopmentEfficiencyChinaCitiesTechnologydigital financial technologyGS3SLSinteractionspatial simultaneous equationsspilloverurban ecological efficiency

Identifiers

PMID34444283
PMCPMC8394486

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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.