Green total factor productivity;
Internet development;
SARspARCH model;
Spatial fluctuation spillover;
Heterogeneity;
China;
C31;
L86;
Q56;
TECHNOLOGICAL-PROGRESS;
ECONOMIC-GROWTH;
CO2;
EMISSIONS;
IMPACT;
CONSUMPTION;
POLLUTION;
ENERGY;
USAGE;
D O I:
10.1108/MEQ-08-2022-0226
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
PurposeThe purpose of this study is to examine the spatial fluctuation spillover effect of green total factor productivity (GTFP) under the influence of Internet development.Design/methodology/approachUsing panel data from 283 cities in China for the period 2003-2016, this paper explores the spatial fluctuation spillover effect of internet development on GTFP by applying the spatial autoregressive with autoregressive conditional heteroscedasticity model (SARspARCH).FindingsThe results of Moran's I test of the residual term and the Bayesian information criterion (BIC) value indicate that the GTFP has a spatial fluctuation spillover effect, and the estimated results of the SARspARCH model are more accurate than the spatial autoregressive (SAR) model and the spatial autoregressive conditional heteroscedasticity (spARCH) model. Specifically, the internet development had a positive spatial fluctuation spillover effect on GTFP in 2003, 2011, 2012 and 2014, and the volatility spillover effect weakens the positive spillover effect of internet development on GTFP. Moreover, Internet development has a significant positive spatial fluctuation spillover effect on GTFP averagely in eastern China and internet-based cities.Research limitations/implicationsThe results of this study provide digital solutions for policymakers in improving the level of GTFP in China, with more emphasis on regional synergistic governance to ensure growth.Originality/valueThis paper expands the research ideas for spatial econometric models and provides a more valuable reference for China to achieve green development.
机构:
Univ Amsterdam, Dept Human Geog Planning & Int Dev, Amsterdam, NetherlandsUniv Amsterdam, Dept Human Geog Planning & Int Dev, Amsterdam, Netherlands
Bos, Kyra
;
Gupta, Joyeeta
论文数: 0引用数: 0
h-index: 0
机构:
Univ Amsterdam, Amsterdam Inst Social Sci Res, Dept Human Geog Planning & Int Dev, Amsterdam, Netherlands
IHE Inst Water Educ Delft, Delft, NetherlandsUniv Amsterdam, Dept Human Geog Planning & Int Dev, Amsterdam, Netherlands
机构:
Zhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
Capital Univ Econ & Business, Coll Business Adm, Beijing 100070, Peoples R ChinaZhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
Chen, Yufeng
;
Miao, Jiafeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R ChinaZhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
Miao, Jiafeng
;
Zhu, Zhitao
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Gongshang Univ, Sch Stat & Math, Hangzhou 310018, Peoples R ChinaZhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
机构:
Cent South Univ, Business Sch, Changsha 410083, Hunan, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
Ren, Xiaohang
;
Dong, Kangyin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Univ Int Business & Econ, UIBE Belt & Rd Energy Trade & Dev Ctr, Beijing 100029, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
Dong, Kangyin
;
Dong, Xiucheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Univ Int Business & Econ, UIBE Belt & Rd Energy Trade & Dev Ctr, Beijing 100029, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
Dong, Xiucheng
;
Wang, Zhen
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
机构:
China Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Rutgers State Univ, Dept Agr Food & Resource Econ, New Brunswick, NJ 08901 USAChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Dong, Kangyin
;
Hochman, Gal
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Agr Food & Resource Econ, New Brunswick, NJ 08901 USAChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Hochman, Gal
;
Kong, Xianli
论文数: 0引用数: 0
h-index: 0
机构:
Dongbei Univ Finance & Econ, Sch Econ, Dalian 116023, Peoples R ChinaChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Kong, Xianli
;
Sun, Renjin
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
China Univ Petr, State Key Lab Heavy Oil Proc, Beijing 102249, Peoples R ChinaChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Sun, Renjin
;
Wang, Zhiyuan
论文数: 0引用数: 0
h-index: 0
机构:
Dongbei Univ Finance & Econ, Sch Econ, Dalian 116023, Peoples R ChinaChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
机构:
Univ Amsterdam, Dept Human Geog Planning & Int Dev, Amsterdam, NetherlandsUniv Amsterdam, Dept Human Geog Planning & Int Dev, Amsterdam, Netherlands
Bos, Kyra
;
Gupta, Joyeeta
论文数: 0引用数: 0
h-index: 0
机构:
Univ Amsterdam, Amsterdam Inst Social Sci Res, Dept Human Geog Planning & Int Dev, Amsterdam, Netherlands
IHE Inst Water Educ Delft, Delft, NetherlandsUniv Amsterdam, Dept Human Geog Planning & Int Dev, Amsterdam, Netherlands
机构:
Zhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
Capital Univ Econ & Business, Coll Business Adm, Beijing 100070, Peoples R ChinaZhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
Chen, Yufeng
;
Miao, Jiafeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R ChinaZhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
Miao, Jiafeng
;
Zhu, Zhitao
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Gongshang Univ, Sch Stat & Math, Hangzhou 310018, Peoples R ChinaZhejiang Gongshang Univ, Ctr Studies Modern Business, Sch Econ, Hangzhou 310018, Peoples R China
机构:
Cent South Univ, Business Sch, Changsha 410083, Hunan, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
Ren, Xiaohang
;
Dong, Kangyin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Univ Int Business & Econ, UIBE Belt & Rd Energy Trade & Dev Ctr, Beijing 100029, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
Dong, Kangyin
;
Dong, Xiucheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Univ Int Business & Econ, UIBE Belt & Rd Energy Trade & Dev Ctr, Beijing 100029, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
Dong, Xiucheng
;
Wang, Zhen
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, Peoples R ChinaShanxi Univ Finance & Econ, Sch Management Sci & Engn, Taiyuan 030006, Shanxi, Peoples R China
机构:
China Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Rutgers State Univ, Dept Agr Food & Resource Econ, New Brunswick, NJ 08901 USAChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Dong, Kangyin
;
Hochman, Gal
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Agr Food & Resource Econ, New Brunswick, NJ 08901 USAChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Hochman, Gal
;
Kong, Xianli
论文数: 0引用数: 0
h-index: 0
机构:
Dongbei Univ Finance & Econ, Sch Econ, Dalian 116023, Peoples R ChinaChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Kong, Xianli
;
Sun, Renjin
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
China Univ Petr, State Key Lab Heavy Oil Proc, Beijing 102249, Peoples R ChinaChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China
Sun, Renjin
;
Wang, Zhiyuan
论文数: 0引用数: 0
h-index: 0
机构:
Dongbei Univ Finance & Econ, Sch Econ, Dalian 116023, Peoples R ChinaChina Univ Petr, Sch Business Adm, Beijing 102249, Peoples R China