The race against carbon footprint: how China’s green technological innovation, tourism development and financial policies shape its ecological future

The global endeavor to combat climate change has elevated environmental sustainability to a critical priority, creating an urgent need for effective strategies to achieve it. This study examines the relationships between green technology innovation, tourism development, financial development, and economic growth on China's ecological footprint from 1995 to 2023. Using the Quantile Autoregressive Distributed Lag (QARDL) approach, this study analyzes asymmetric effects across different quantiles. The results show that green technology innovation reduces the ecological footprint at higher quantiles (β = -0.096 at the 95th), while tourism development increases environmental degradation, with coefficients ranging from - 0.428 at the 30th to - 0.262 at the 95th quantile. Financial development promotes sustainability at the middle quantiles, although effectiveness diminishes at higher levels. Economic growth worsens the ecological footprint (β = 0.652 at the 80th percentile). Short-run estimates show that tourism development has negative impacts, whereas green technology innovation reduces the footprint at higher quantiles. Moran's I indices indicate spatial dependence in tourism (0.85 in 2005) and financial development (0.78 in 2002), with green technology showing a weaker clustering. These findings necessitate differentiated provincial policies on eco-tourism, green technology adoption, and sustainable funding to reduce China's ecological footprint while balancing growth.

Authors

Institutions

Publication Details

Journal
Carbon Balance and Management
Published
2025-11-04
DOI
https://doi.org/10.1186/s13021-025-00341-0
Citations
2
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
6.26

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The race against carbon footprint: how China’s green technological innovation, tourism development and financial policies shape its ecological future

Muhammad Sibt‐e‐Ali, Muhammad Waqas, Xinyu Ren
2 citations
Carbon Balance and Management
Energy, Environment, Economic Growth
6.26
article

The race against carbon footprint: how China’s green technological innovation, tourism development and financial policies shape its ecological future

Muhammad Sibt‐e‐Ali, Muhammad Waqas, Xinyu Ren
article en
2 citations

Abstract

The global endeavor to combat climate change has elevated environmental sustainability to a critical priority, creating an urgent need for effective strategies to achieve it. This study examines the relationships between green technology innovation, tourism development, financial development, and economic growth on China's ecological footprint from 1995 to 2023. Using the Quantile Autoregressive Distributed Lag (QARDL) approach, this study analyzes asymmetric effects across different quantiles. The results show that green technology innovation reduces the ecological footprint at higher quantiles (β = -0.096 at the 95th), while tourism development increases environmental degradation, with coefficients ranging from - 0.428 at the 30th to - 0.262 at the 95th quantile. Financial development promotes sustainability at the middle quantiles, although effectiveness diminishes at higher levels. Economic growth worsens the ecological footprint (β = 0.652 at the 80th percentile). Short-run estimates show that tourism development has negative impacts, whereas green technology innovation reduces the footprint at higher quantiles. Moran's I indices indicate spatial dependence in tourism (0.85 in 2005) and financial development (0.78 in 2002), with green technology showing a weaker clustering. These findings necessitate differentiated provincial policies on eco-tourism, green technology adoption, and sustainable funding to reduce China's ecological footprint while balancing growth.

Carbon Balance and ManagementVol. 20(1)
Bahauddin Zakariya University (PK), Jilin University of Finance and Economics (CN), Zhengzhou University (CN), Zhengzhou Business University (CN), Changchun University (CN)
People's Government of Jilin Province
Openalex Percentile: Top 3%
Energy, Environment, Economic Growth
6.26
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.