Does the digital economy impact global carbon shadow price? A study on nonlinear relationships based on the dynamic threshold model

Clarifying the nexus between digital economy development (DED) and carbon shadow price (CSP) is fundamental to reconciling environmental conservation with economic growth, as CSP serves as a core indicator in environmental economics for evaluating the trade-off between low-carbon transition and economic development. Drawing on dynamic panel data covering 60 economies, this study adheres to the core logic of environmental economics, employs nonparametric estimation methods to quantify the fluctuation patterns of CSP, and empirically examines the nonlinear relationship between DED and CSP. From the perspective of environmental economics, DED can effectively elevate CSP through multiple channels, including enhancing production efficiency, facilitating the substitution of high-carbon factors with data elements, and optimizing the industrial structure toward low-carbon development. Consistent with this theoretical mechanism, the empirical results demonstrate that DED exerts a significantly positive impact on CSP, with this facilitative effect exhibiting temporal persistence. Furthermore, from the perspective of development economics, a critical economic development (ED) threshold of $6329.65 is identified as a key boundary condition: when a country’s ED level is below this threshold, DED plays a pronounced role in elevating CSP. Against the backdrop of the digital economy providing new impetus for advances in carbon abatement technologies, it is recommended that countries tailor their development strategies to align with their distinct growth paths. This study provides valuable decision-making insights for countries worldwide to leverage the digital economy in advancing sustainable carbon reduction and transitioning toward green development.

Authors

Institutions

Publication Details

Journal
Humanities and Social Sciences Communications
Published
2026-06-16
DOI
https://doi.org/10.1057/s41599-026-07925-2
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Does the digital economy impact global carbon shadow price? A study on nonlinear relationships based on the dynamic threshold model

Xiaole Wang, J H Li, Feng Dong, Ying Liu et al.
Humanities and Social Sciences Communications
Market Dynamics and Volatility
article

Does the digital economy impact global carbon shadow price? A study on nonlinear relationships based on the dynamic threshold model

Xiaole Wang, J H Li, Feng Dong, Ying Liu, qilin jian, Zhicheng Li, Yulong Wang
article en

Abstract

Clarifying the nexus between digital economy development (DED) and carbon shadow price (CSP) is fundamental to reconciling environmental conservation with economic growth, as CSP serves as a core indicator in environmental economics for evaluating the trade-off between low-carbon transition and economic development. Drawing on dynamic panel data covering 60 economies, this study adheres to the core logic of environmental economics, employs nonparametric estimation methods to quantify the fluctuation patterns of CSP, and empirically examines the nonlinear relationship between DED and CSP. From the perspective of environmental economics, DED can effectively elevate CSP through multiple channels, including enhancing production efficiency, facilitating the substitution of high-carbon factors with data elements, and optimizing the industrial structure toward low-carbon development. Consistent with this theoretical mechanism, the empirical results demonstrate that DED exerts a significantly positive impact on CSP, with this facilitative effect exhibiting temporal persistence. Furthermore, from the perspective of development economics, a critical economic development (ED) threshold of $6329.65 is identified as a key boundary condition: when a country’s ED level is below this threshold, DED plays a pronounced role in elevating CSP. Against the backdrop of the digital economy providing new impetus for advances in carbon abatement technologies, it is recommended that countries tailor their development strategies to align with their distinct growth paths. This study provides valuable decision-making insights for countries worldwide to leverage the digital economy in advancing sustainable carbon reduction and transitioning toward green development.

Humanities and Social Sciences Communications
Nanjing University of Finance and Economics (CN), Tianjin University (CN), China University of Mining and Technology (CN), Yanshan University (CN), Tsinghua University (CN)
Openalex Percentile: Top 3%
Market Dynamics and Volatility
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.