Spatial impacts of digital industry development on carbon emission intensity: Empirical evidence from China

The digital industry, as a new driver for high-quality economic development, is poised to play a pivotal role in energy conservation and carbon reduction in the era of climate change. This study explores the relationship between the digital industry's growth and carbon emission intensity, inclu...

Full description

Saved in:
Bibliographic Details
Published inJournal of Climate Change Research Vol. 15; no. 2; pp. 163 - 176
Main Authors Li, Yaxuan, Lim, Jungmin
Format Journal Article
LanguageEnglish
Published 한국기후변화학회 30.04.2024
Subjects
Online AccessGet full text
ISSN2093-5919
2586-2782
DOI10.15531/KSCCR.2024.15.2.163

Cover

Abstract The digital industry, as a new driver for high-quality economic development, is poised to play a pivotal role in energy conservation and carbon reduction in the era of climate change. This study explores the relationship between the digital industry's growth and carbon emission intensity, including empirical testing of this relationship. We also examine whether regional industrial and socio-economic factors in China induce spatial spillover effects on carbon emissions. To this end, we employ a Spatial Durbin Model (SDM) with fixed effects to analyze provincial-level panel data from 2005 to 2019. The empirical findings suggest that China's digital sector's progress can potentially lower carbon emission intensity. However, this reduction effect varies regionally, being more pronounced in the central and eastern regions than in the less developed western regions. When contemplated through a spatial lens, the digital industry's evolution appears to contribute to localized and broader carbon emission reductions. Yet, our study indicates that the spatial spillover effect among provinces remains limited. In addition, our research identifies a significant inverse relationship between economic development and carbon emission intensity, suggesting that economic growth may lead to reduced emissions. On the other hand, a larger labor force, aging population, foreign trade are positively correlated with higher emissions. Controlling for the level of digital industry development and industrial structure, R&D investment is found to be associated with higher emission intensity. This paper not only offers a novel understanding of the digital industry's impact on carbon emissions but also provides policy insights for integrating environmental sustainability into China's economic and social development towards carbon neutrality. KCI Citation Count: 0
AbstractList The digital industry, as a new driver for high-quality economic development, is poised to play a pivotal role in energy conservation and carbon reduction in the era of climate change. This study explores the relationship between the digital industry's growth and carbon emission intensity, including empirical testing of this relationship. We also examine whether regional industrial and socio-economic factors in China induce spatial spillover effects on carbon emissions. To this end, we employ a Spatial Durbin Model (SDM) with fixed effects to analyze provincial-level panel data from 2005 to 2019. The empirical findings suggest that China's digital sector's progress can potentially lower carbon emission intensity. However, this reduction effect varies regionally, being more pronounced in the central and eastern regions than in the less developed western regions. When contemplated through a spatial lens, the digital industry's evolution appears to contribute to localized and broader carbon emission reductions. Yet, our study indicates that the spatial spillover effect among provinces remains limited. In addition, our research identifies a significant inverse relationship between economic development and carbon emission intensity, suggesting that economic growth may lead to reduced emissions. On the other hand, a larger labor force, aging population, foreign trade are positively correlated with higher emissions. Controlling for the level of digital industry development and industrial structure, R&D investment is found to be associated with higher emission intensity. This paper not only offers a novel understanding of the digital industry's impact on carbon emissions but also provides policy insights for integrating environmental sustainability into China's economic and social development towards carbon neutrality. KCI Citation Count: 0
Author Lim, Jungmin
Li, Yaxuan
Author_xml – sequence: 1
  fullname: Li, Yaxuan
– sequence: 2
  fullname: Lim, Jungmin
BackLink https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART003078678$$DAccess content in National Research Foundation of Korea (NRF)
BookMark eNo9kNtLwzAYxYNM8Lb_wIe8-CK05tIkrW9S5wWHg6nPIc1lhq1pSTth_73ZJj6dw-F3vg_OBZiELlgArjHKMWMU37191PUyJ4gUKchJjjk9AeeElTwjoiST5FFFM1bh6gxMh8E3iFBaUY7FOVh_9Gr0agN92ys9DrBz0PiVH_dRMNthjDto7I_ddH1rwwi7ALWKTRLb-nQsGR9GGwY_7u7hrO199DqV7Y83NmgLXexaWH_7oK7AqVObwU7_9BJ8Pc0-65dsvnh-rR_mmcYY0YzyRhWMOaOZoE2pRGUMLhAngmHlaOVsiQ1X2lLHiLBElY0qC0Qwd5xxI-gluD3eDdHJtfayU_6gq06uo3xYfr5KjApeFYwkuDjCOnbDEK2TffStiruEyMPA8jCw3A-cAklkGjjVbv5-bBNujVf_vffF4wxjwZEQlP4CZQl9_g
Cites_doi 10.1007/s11069-016-2248-6
10.1007/s11356-019-04859-y
10.1016/j.scs.2019.101553
10.15531/KSCCR.2019.10.2.117
10.13529/j.cnki.enterprise.economy.2021.07.003
10.1016/j.enpol.2017.03.072
10.19581/j.cnki.ciejournal.2023.05.005
10.19559/j.cnki.12-1387.2022.10.002
10.1016/j.resconrec.2021.105630
10.13253/j.cnki.ddjjgl.2022.02.008
10.1007/s11356-016-7615-z
10.15531/KSCCR.2021.12.5.523
10.1007/s40980-015-0016-y
10.1016/j.jclepro.2011.06.011
10.2307/2332142
10.1016/j.scitotenv.2020.136726
10.37727/jkdas.2023.25.3.883
10.1016/j.enpol.2017.12.008
https://doi.org/10.37727/jkdas.2022.25.1.235.
10.1016/j.rser.2017.06.103
10.1007/s11356-016-7935-z
ContentType Journal Article
DBID DBRKI
TDB
AAYXX
CITATION
ACYCR
DOI 10.15531/KSCCR.2024.15.2.163
DatabaseName DBPIA - 디비피아
Nurimedia DBPIA Journals
CrossRef
Korean Citation Index
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
EISSN 2586-2782
EndPage 176
ExternalDocumentID oai_kci_go_kr_ARTI_10469452
10_15531_KSCCR_2024_15_2_163
NODE11760773
GroupedDBID ALMA_UNASSIGNED_HOLDINGS
DBRKI
M~E
TDB
AAYXX
CITATION
ACYCR
ID FETCH-LOGICAL-c1103-36ba455fdc573b8a79dd14062751af39fe81d6ace3f527e2a8ba840216f656d73
ISSN 2093-5919
IngestDate Sun May 12 03:12:34 EDT 2024
Tue Jul 01 02:18:12 EDT 2025
Thu Feb 06 13:24:51 EST 2025
IsPeerReviewed false
IsScholarly false
Issue 2
Keywords Carbon Emission Intensity
Digital industrialization
Spatial Autocorrelation
Carbon Neutrality
Green Growth
Spatial Durbin Model
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c1103-36ba455fdc573b8a79dd14062751af39fe81d6ace3f527e2a8ba840216f656d73
ORCID 0009-0009-6211-0938
0000-0002-5444-5457
PageCount 14
ParticipantIDs nrf_kci_oai_kci_go_kr_ARTI_10469452
crossref_primary_10_15531_KSCCR_2024_15_2_163
nurimedia_primary_NODE11760773
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2024-04-30
PublicationDateYYYYMMDD 2024-04-30
PublicationDate_xml – month: 04
  year: 2024
  text: 2024-04-30
  day: 30
PublicationDecade 2020
PublicationTitle Journal of Climate Change Research
PublicationYear 2024
Publisher 한국기후변화학회
Publisher_xml – name: 한국기후변화학회
References 10.15531/KSCCR.2024.15.2.163_ref22
10.15531/KSCCR.2024.15.2.163_ref21
10.15531/KSCCR.2024.15.2.163_ref20
10.15531/KSCCR.2024.15.2.163_ref26
10.15531/KSCCR.2024.15.2.163_ref25
10.15531/KSCCR.2024.15.2.163_ref24
cr-split#-10.15531/KSCCR.2024.15.2.163_ref5.1
10.15531/KSCCR.2024.15.2.163_ref23
cr-split#-10.15531/KSCCR.2024.15.2.163_ref5.2
10.15531/KSCCR.2024.15.2.163_ref27
10.15531/KSCCR.2024.15.2.163_ref4
10.15531/KSCCR.2024.15.2.163_ref3
10.15531/KSCCR.2024.15.2.163_ref6
10.15531/KSCCR.2024.15.2.163_ref2
10.15531/KSCCR.2024.15.2.163_ref1
10.15531/KSCCR.2024.15.2.163_ref8
10.15531/KSCCR.2024.15.2.163_ref11
10.15531/KSCCR.2024.15.2.163_ref7
10.15531/KSCCR.2024.15.2.163_ref10
10.15531/KSCCR.2024.15.2.163_ref9
10.15531/KSCCR.2024.15.2.163_ref15
10.15531/KSCCR.2024.15.2.163_ref14
10.15531/KSCCR.2024.15.2.163_ref13
10.15531/KSCCR.2024.15.2.163_ref12
10.15531/KSCCR.2024.15.2.163_ref19
10.15531/KSCCR.2024.15.2.163_ref18
10.15531/KSCCR.2024.15.2.163_ref17
10.15531/KSCCR.2024.15.2.163_ref16
References_xml – ident: 10.15531/KSCCR.2024.15.2.163_ref9
  doi: 10.1007/s11069-016-2248-6
– ident: #cr-split#-10.15531/KSCCR.2024.15.2.163_ref5.2
– ident: 10.15531/KSCCR.2024.15.2.163_ref4
  doi: 10.1007/s11356-019-04859-y
– ident: 10.15531/KSCCR.2024.15.2.163_ref3
  doi: 10.1016/j.scs.2019.101553
– ident: 10.15531/KSCCR.2024.15.2.163_ref17
  doi: 10.15531/KSCCR.2019.10.2.117
– ident: 10.15531/KSCCR.2024.15.2.163_ref7
– ident: 10.15531/KSCCR.2024.15.2.163_ref18
– ident: 10.15531/KSCCR.2024.15.2.163_ref15
  doi: 10.13529/j.cnki.enterprise.economy.2021.07.003
– ident: 10.15531/KSCCR.2024.15.2.163_ref25
  doi: 10.1016/j.enpol.2017.03.072
– ident: 10.15531/KSCCR.2024.15.2.163_ref24
  doi: 10.19581/j.cnki.ciejournal.2023.05.005
– ident: 10.15531/KSCCR.2024.15.2.163_ref10
  doi: 10.19559/j.cnki.12-1387.2022.10.002
– ident: 10.15531/KSCCR.2024.15.2.163_ref27
  doi: 10.1016/j.resconrec.2021.105630
– ident: #cr-split#-10.15531/KSCCR.2024.15.2.163_ref5.1
– ident: 10.15531/KSCCR.2024.15.2.163_ref23
  doi: 10.13253/j.cnki.ddjjgl.2022.02.008
– ident: 10.15531/KSCCR.2024.15.2.163_ref12
  doi: 10.1007/s11356-016-7615-z
– ident: 10.15531/KSCCR.2024.15.2.163_ref14
  doi: 10.15531/KSCCR.2021.12.5.523
– ident: 10.15531/KSCCR.2024.15.2.163_ref11
  doi: 10.1007/s40980-015-0016-y
– ident: 10.15531/KSCCR.2024.15.2.163_ref19
  doi: 10.1016/j.jclepro.2011.06.011
– ident: 10.15531/KSCCR.2024.15.2.163_ref21
  doi: 10.2307/2332142
– ident: 10.15531/KSCCR.2024.15.2.163_ref6
– ident: 10.15531/KSCCR.2024.15.2.163_ref1
  doi: 10.1016/j.scitotenv.2020.136726
– ident: 10.15531/KSCCR.2024.15.2.163_ref20
  doi: 10.37727/jkdas.2023.25.3.883
– ident: 10.15531/KSCCR.2024.15.2.163_ref13
  doi: 10.1016/j.enpol.2017.12.008
– ident: 10.15531/KSCCR.2024.15.2.163_ref16
  doi: https://doi.org/10.37727/jkdas.2022.25.1.235.
– ident: 10.15531/KSCCR.2024.15.2.163_ref22
– ident: 10.15531/KSCCR.2024.15.2.163_ref26
– ident: 10.15531/KSCCR.2024.15.2.163_ref8
  doi: 10.1016/j.rser.2017.06.103
– ident: 10.15531/KSCCR.2024.15.2.163_ref2
  doi: 10.1007/s11356-016-7935-z
SSID ssib023393617
ssib044743749
ssib021824902
Score 1.8704495
Snippet The digital industry, as a new driver for high-quality economic development, is poised to play a pivotal role in energy conservation and carbon reduction in...
SourceID nrf
crossref
nurimedia
SourceType Open Website
Index Database
Publisher
StartPage 163
SubjectTerms 학제간연구
Title Spatial impacts of digital industry development on carbon emission intensity: Empirical evidence from China
URI https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11760773
https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART003078678
Volume 15
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
ispartofPNX 한국기후변화학회지, 2024, 15(2), , pp.163-176
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwELe68QAvCASIwpgswRtKaf0Rx7yhUjRAGxJs0niyHCeuorJ06loJ9sDfzvkjXgYVYrzElaVeIt8v57v47n4IvRiPta4KJjOjGc9YZVkmx4XOqomF7cRUsrDuRPfwKD84YR9O-elgcNmvLlmXI3O5ta7kf7QKc6BXVyV7A80moTABv0G_cAUNw_WfdOz4hD3phi919EkZVTN3NCAvm0DJ8aOrigpn_q3rRF3C4FjeLkKao09hX_vGT7Oz8ya0DKkj2WgoP0kk21vc2Om3BpzeOpYppEy-lOjjswW-6u-bXvJPE0uz2_lZbPwdvzsQ1jtC8eaJjCXNuIwGrw5zvMgzIorr9pX3cER6xnISTVvYdyeBB-YPk87BSoAiPn6ZTj-P3IPA1IiM0p_7HbR_29lSvqGLdJwc5aUoJwUmFFEgZQfdIkL4I_7Dn7POFrnG9kxetUYjlEraCwUZA9dL-OgqLUSszHQ3erXlca95PjvtCq63240jcQBL0HNqju-hu1GN-E2A1n00qNsHaBFhhSOs8NLiCCvcwQr3YIWXLQ6wwh2scILVa5xAhTtQYQcq7EH1EJ28mx1PD7LIyZEZcBRpRvMSXmpuK8MFLQstZFVBjO56XU-0pdLWEADl2tTUciJqootSFwyWM7cQOVSCPkK77bKtHyPMtRGshB0gtzAWZWmMNNR4RgTJbDFEWbde6jy0XlF_U-QQPYdFVQvTKNcz3Y3zpVqsFESG75XLZZCMkyHaT4uexB59ejubAADHQtAnN7ztU3Tn6vXYQ7vr1aZ-Bo7qutz3iPoFagCNkA
linkProvider ISSN International Centre
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Spatial+impacts+of+digital+industry+development+on+carbon+emission+intensity%3A+Empirical+evidence+from+China&rft.jtitle=Journal+of+Climate+Change+Research&rft.au=Li%2C+Yaxuan&rft.au=Lim%2C+Jungmin&rft.date=2024-04-30&rft.issn=2093-5919&rft.eissn=2586-2782&rft.volume=15&rft.issue=2&rft.spage=163&rft.epage=176&rft_id=info:doi/10.15531%2FKSCCR.2024.15.2.163&rft.externalDBID=n%2Fa&rft.externalDocID=10_15531_KSCCR_2024_15_2_163
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2093-5919&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2093-5919&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2093-5919&client=summon