Evidence map›Paper›PMID 40140441›Full record

ArticleScientific reports2025

The impact of digital economic growth and financial expansion on CO2 mitigation strategies in leading emitting countries.

Qiuju Chen, Jungang Wang

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.

Qiuju ChenSchool of Economics and Management, Qujing Normal University, Qujing, 655011, Yunnan, China.
Jungang WangShandong Changzhi Construction Engineering Co., LTD, Jinan, 25000, Shandong, China. A1771581897@126.com.

Funding

Research Project of Think Tank of Yunnan Province: Study on Countermeasures of Green Finance to Help Yunnan Agricultural Products Export SHZK2024314
6 · The paper itself

Abstract

The top ten carbon-emitting countries contribute over 45% of global CO2 emissions, necessitating innovative approaches to achieve carbon neutrality and the Sustainable Development Goals (SDGs). This study examines how digital economy (DE) economic growth (EG) and financial expansion (FINE) influence CO2 emissions, focusing on their direct and indirect impacts across different emission levels. Using data from 1990 to 2021, the study applies the Method of Moments Quantile Regression (MM-QR) to capture the heterogeneous effects of DE and FINE across quantiles, complemented by Driscoll-Kraay (DK) regression for robustness. Key findings reveal that DE's direct impact on CO2 emissions intensifies in higher quantiles, with coefficients rising from 0.621 at quantile 8 to 1.178 at quantile 9. However, the interaction of DE with economic growth (EG) shows a mitigating effect, reducing emissions in higher quantiles (-0.082 at quantile 8 and - 0.105 at quantile 9). FINE consistently reduces emissions across all quantiles, with coefficients ranging from - 0.408 in lower quantiles to -0.350 in upper quantiles. Population density (PD) also mitigates environmental degradation, with its impact increasing in magnitude at higher quantiles (-0.163 at quantile 8 and - 0.171 at quantile 9). In contrast, EG directly exacerbates emissions, with stronger effects in lower quantiles (0.801 at quantile 1) that diminish at higher quantiles (0.242 at quantile 9). This study results contribute and underscore the dual role of digital economy (DE) in increasing emissions directly while mitigating them indirectly via economic growth, highlighting the need for targeted policies to harness digitalization and financial mechanisms for sustainable development.

Indexed as

CO2 emissionsDigital EconomyEconomic growthFinancial expansionMM-QRSustainable development goals

Identifiers

PMID40140441
PMCPMC11947212

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.