Does Market Integration Improve Air Quality: A Study Based on Spatial Models
Zining Li and
Congxin Li ()
Additional contact information
Zining Li: School of Economics, Liaoning University, Shenyang 110036, China
Congxin Li: School of Economics, Natural Resource Asset Capital Research Center of Hebei GEO University, Shijiazhuang 050031, China
Sustainability, 2024, vol. 16, issue 23, 1-18
Abstract:
Studying the impact and mechanism of market integration on air quality is significant for promoting continuous improvement of air quality and green development. This article selects panel data from provinces in China from 2014 to 2021, uses a dynamic spatial lag model to test market integration’s impact on air quality empirically, and further tests spatio-temporal heterogeneity through geographically and temporally weighted regression (GTWR). The research results indicate that overall, both commodity market integration and capital market integration have improved air quality, while labor market integration has worsened air quality. There are temporal dynamic effects and spatial spillover effects on air quality. There is spatial heterogeneity in the regression coefficients of commodity market integration, labor market integration, and capital market integration.
Keywords: market integration; air quality; geographically and temporally weighted regression (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2024
References: View references in EconPapers View complete reference list from CitEc
Citations:
Downloads: (external link)
https://www.mdpi.com/2071-1050/16/23/10474/pdf (application/pdf)
https://www.mdpi.com/2071-1050/16/23/10474/ (text/html)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:gam:jsusta:v:16:y:2024:i:23:p:10474-:d:1532800
Access Statistics for this article
Sustainability is currently edited by Ms. Alexandra Wu
More articles in Sustainability from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().