Spatial–Temporal Differentiation and Cross-Border Spillover Mechanisms of Green Development in Eurasia

Green development is a principal pathway for implementing the United Nations’ sustainable development agenda. As a critical region for global green transition, existing studies focusing on Eurasia still lack a systematic continent-scale characterization of the spatial–temporal differentiation of green development and its driving mechanisms, particularly regarding the direction and cross-country heterogeneity of cross-border spillovers. This study constructs an evaluation system to assess the green development levels of 60 Eurasian countries from 2005 to 2020 and analyze their spatial pattern. A two-way fixed-effects spatial Durbin model with partial-effect decomposition identifies the driving factors, and country-level shock simulations depict the structure of spillovers across countries. The results show that (1) green development scores exhibit significant and continuously intensifying spatial agglomeration; (2) green development of Eurasia displays strong endogenous spatial dependence (ρ = 0.555, p < 0.001), and an asymmetric spillover pattern consistent with a spread–backwash interpretation, with spillover directions varying across drivers and countries occupying heterogeneous positions in receiving and emitting spillovers; and (3) country-level shock simulations suggest that, under a common one-unit shock to all explanatory variables, approximately 81% of the simulated total response is retained domestically, while the remaining 19% spills over to other countries. Theoretically, the study applies the spread–backwash perspective as an interpretive lens to link driver-specific indirect effects with country-level asymmetries in received and emitted spillovers. From a policy perspective, green development in Eurasia should be implemented according to each country’s endowment and complemented by cross-border policy coordination tailored to countries’ positions in receiving and transmitting spillovers. Collaborative river-basin governance and regional compensation mechanisms could help enhance potential positive spillovers, mitigate potential cross-border costs, and promote the overall green transformation of the region.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2026-11-09
DOI
https://doi.org/10.3390/su182111424
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Spatial–Temporal Differentiation and Cross-Border Spillover Mechanisms of Green Development in Eurasia

董锁成, Difei Zhang, Zehong Li
Sustainability
Energy, Environment, Economic Growth
article

Spatial–Temporal Differentiation and Cross-Border Spillover Mechanisms of Green Development in Eurasia

董锁成, Difei Zhang, Zehong Li
article en

Abstract

Green development is a principal pathway for implementing the United Nations’ sustainable development agenda. As a critical region for global green transition, existing studies focusing on Eurasia still lack a systematic continent-scale characterization of the spatial–temporal differentiation of green development and its driving mechanisms, particularly regarding the direction and cross-country heterogeneity of cross-border spillovers. This study constructs an evaluation system to assess the green development levels of 60 Eurasian countries from 2005 to 2020 and analyze their spatial pattern. A two-way fixed-effects spatial Durbin model with partial-effect decomposition identifies the driving factors, and country-level shock simulations depict the structure of spillovers across countries. The results show that (1) green development scores exhibit significant and continuously intensifying spatial agglomeration; (2) green development of Eurasia displays strong endogenous spatial dependence (ρ = 0.555, p < 0.001), and an asymmetric spillover pattern consistent with a spread–backwash interpretation, with spillover directions varying across drivers and countries occupying heterogeneous positions in receiving and emitting spillovers; and (3) country-level shock simulations suggest that, under a common one-unit shock to all explanatory variables, approximately 81% of the simulated total response is retained domestically, while the remaining 19% spills over to other countries. Theoretically, the study applies the spread–backwash perspective as an interpretive lens to link driver-specific indirect effects with country-level asymmetries in received and emitted spillovers. From a policy perspective, green development in Eurasia should be implemented according to each country’s endowment and complemented by cross-border policy coordination tailored to countries’ positions in receiving and transmitting spillovers. Collaborative river-basin governance and regional compensation mechanisms could help enhance potential positive spillovers, mitigate potential cross-border costs, and promote the overall green transformation of the region.

SustainabilityVol. 18(21)
Chinese Academy of Sciences (CN), Institute of Geographic Sciences and Natural Resources Research (CN), University of Chinese Academy of Sciences (CN)
Energy, Environment, Economic Growth
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.

Laika access coming soon