The impact of digital economy on total factor carbon productivity: the threshold effect of technology accumulation
This research focuses on the impact of the digital economy on total factor carbon productivity. Based on the panel data of China’s provinces from 2009 to 2019, this paper incorporates undesired output, namely carbon emissions, into the evaluation index system, and uses the SBM-ML index to measure re...
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| Veröffentlicht in: | Environmental science and pollution research international 2022-08, Vol.29 (37), p.55691-55706 |
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| creator | Han, Dongri Ding, Yingying Shi, Ziyi He, Yao |
| description | This research focuses on the impact of the digital economy on total factor carbon productivity. Based on the panel data of China’s provinces from 2009 to 2019, this paper incorporates undesired output, namely carbon emissions, into the evaluation index system, and uses the SBM-ML index to measure regional total factor carbon productivity, and uses the RAGA-PP model to measure the digital economy development index, which includes three dimensions: digital infrastructure, digital industry development, and digital economic environment. Moreover, this paper incorporates the heterogeneous threshold of technological accumulation into the framework of the impact mechanism of total factor carbon productivity and builds a threshold model to examine the impact of the digital economy on total factor carbon productivity under different technological accumulation thresholds. The research shows that, first, during the sample period, total factor carbon productivity fluctuated around the frontier, showing a certain upward trend, with significant regional heterogeneity. Second, the digital economy has a promotional effect on the total factor carbon productivity level in China and can become the new energy for the country to improve the level of green development. Third, the impact of the digital economy on total factor carbon productivity presents a significant heterogeneous threshold effect of technological accumulation, along with the increasing level of technology accumulation, the effective coefficient of the digital economy on total factor carbon productivity is increasing, and the level of significance is increasing. Last, the low-carbon driving mechanism of the digital economy has temporal and spatial heterogeneity of regional technology accumulation levels. The conclusions of this paper provide an effective reference for exploring the realization mechanism of regional total factor carbon productivity improvement, ecological civilization construction, and high-quality economic development. |
| doi_str_mv | 10.1007/s11356-022-19721-x |
| format | Article |
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Based on the panel data of China’s provinces from 2009 to 2019, this paper incorporates undesired output, namely carbon emissions, into the evaluation index system, and uses the SBM-ML index to measure regional total factor carbon productivity, and uses the RAGA-PP model to measure the digital economy development index, which includes three dimensions: digital infrastructure, digital industry development, and digital economic environment. Moreover, this paper incorporates the heterogeneous threshold of technological accumulation into the framework of the impact mechanism of total factor carbon productivity and builds a threshold model to examine the impact of the digital economy on total factor carbon productivity under different technological accumulation thresholds. The research shows that, first, during the sample period, total factor carbon productivity fluctuated around the frontier, showing a certain upward trend, with significant regional heterogeneity. Second, the digital economy has a promotional effect on the total factor carbon productivity level in China and can become the new energy for the country to improve the level of green development. Third, the impact of the digital economy on total factor carbon productivity presents a significant heterogeneous threshold effect of technological accumulation, along with the increasing level of technology accumulation, the effective coefficient of the digital economy on total factor carbon productivity is increasing, and the level of significance is increasing. Last, the low-carbon driving mechanism of the digital economy has temporal and spatial heterogeneity of regional technology accumulation levels. The conclusions of this paper provide an effective reference for exploring the realization mechanism of regional total factor carbon productivity improvement, ecological civilization construction, and high-quality economic development.</description><identifier>ISSN: 0944-1344</identifier><identifier>EISSN: 1614-7499</identifier><identifier>DOI: 10.1007/s11356-022-19721-x</identifier><identifier>PMID: 35320474</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Accumulation ; Aquatic Pollution ; Atmospheric Protection/Air Quality Control/Air Pollution ; Carbon ; China ; Digital economy ; Digital infrastructure ; Earth and Environmental Science ; Economic development ; Economics ; Ecotoxicology ; Emissions ; energy ; Environment ; Environmental Chemistry ; Environmental Health ; Environmental science ; Green development ; Heterogeneity ; Impact analysis ; Industrial development ; industry ; infrastructure ; Productivity ; Regional development ; Research Article ; Spatial heterogeneity ; spatial variation ; threshold models ; Waste Water Technology ; Water Management ; Water Pollution Control</subject><ispartof>Environmental science and pollution research international, 2022-08, Vol.29 (37), p.55691-55706</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022</rights><rights>2022. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.</rights><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c338t-a7cb0fc1a7a79cb8d99872ae8520d243f627ca324da4d535909ed83763af7dbc3</citedby><cites>FETCH-LOGICAL-c338t-a7cb0fc1a7a79cb8d99872ae8520d243f627ca324da4d535909ed83763af7dbc3</cites><orcidid>0000-0002-1223-7115</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11356-022-19721-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11356-022-19721-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35320474$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Han, Dongri</creatorcontrib><creatorcontrib>Ding, Yingying</creatorcontrib><creatorcontrib>Shi, Ziyi</creatorcontrib><creatorcontrib>He, Yao</creatorcontrib><title>The impact of digital economy on total factor carbon productivity: the threshold effect of technology accumulation</title><title>Environmental science and pollution research international</title><addtitle>Environ Sci Pollut Res</addtitle><addtitle>Environ Sci Pollut Res Int</addtitle><description>This research focuses on the impact of the digital economy on total factor carbon productivity. Based on the panel data of China’s provinces from 2009 to 2019, this paper incorporates undesired output, namely carbon emissions, into the evaluation index system, and uses the SBM-ML index to measure regional total factor carbon productivity, and uses the RAGA-PP model to measure the digital economy development index, which includes three dimensions: digital infrastructure, digital industry development, and digital economic environment. Moreover, this paper incorporates the heterogeneous threshold of technological accumulation into the framework of the impact mechanism of total factor carbon productivity and builds a threshold model to examine the impact of the digital economy on total factor carbon productivity under different technological accumulation thresholds. The research shows that, first, during the sample period, total factor carbon productivity fluctuated around the frontier, showing a certain upward trend, with significant regional heterogeneity. Second, the digital economy has a promotional effect on the total factor carbon productivity level in China and can become the new energy for the country to improve the level of green development. Third, the impact of the digital economy on total factor carbon productivity presents a significant heterogeneous threshold effect of technological accumulation, along with the increasing level of technology accumulation, the effective coefficient of the digital economy on total factor carbon productivity is increasing, and the level of significance is increasing. Last, the low-carbon driving mechanism of the digital economy has temporal and spatial heterogeneity of regional technology accumulation levels. The conclusions of this paper provide an effective reference for exploring the realization mechanism of regional total factor carbon productivity improvement, ecological civilization construction, and high-quality economic development.</description><subject>Accumulation</subject><subject>Aquatic Pollution</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Carbon</subject><subject>China</subject><subject>Digital economy</subject><subject>Digital infrastructure</subject><subject>Earth and Environmental Science</subject><subject>Economic development</subject><subject>Economics</subject><subject>Ecotoxicology</subject><subject>Emissions</subject><subject>energy</subject><subject>Environment</subject><subject>Environmental Chemistry</subject><subject>Environmental Health</subject><subject>Environmental science</subject><subject>Green development</subject><subject>Heterogeneity</subject><subject>Impact analysis</subject><subject>Industrial development</subject><subject>industry</subject><subject>infrastructure</subject><subject>Productivity</subject><subject>Regional development</subject><subject>Research Article</subject><subject>Spatial heterogeneity</subject><subject>spatial variation</subject><subject>threshold models</subject><subject>Waste Water Technology</subject><subject>Water Management</subject><subject>Water Pollution 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impact of the digital economy on total factor carbon productivity. Based on the panel data of China’s provinces from 2009 to 2019, this paper incorporates undesired output, namely carbon emissions, into the evaluation index system, and uses the SBM-ML index to measure regional total factor carbon productivity, and uses the RAGA-PP model to measure the digital economy development index, which includes three dimensions: digital infrastructure, digital industry development, and digital economic environment. Moreover, this paper incorporates the heterogeneous threshold of technological accumulation into the framework of the impact mechanism of total factor carbon productivity and builds a threshold model to examine the impact of the digital economy on total factor carbon productivity under different technological accumulation thresholds. The research shows that, first, during the sample period, total factor carbon productivity fluctuated around the frontier, showing a certain upward trend, with significant regional heterogeneity. Second, the digital economy has a promotional effect on the total factor carbon productivity level in China and can become the new energy for the country to improve the level of green development. Third, the impact of the digital economy on total factor carbon productivity presents a significant heterogeneous threshold effect of technological accumulation, along with the increasing level of technology accumulation, the effective coefficient of the digital economy on total factor carbon productivity is increasing, and the level of significance is increasing. Last, the low-carbon driving mechanism of the digital economy has temporal and spatial heterogeneity of regional technology accumulation levels. The conclusions of this paper provide an effective reference for exploring the realization mechanism of regional total factor carbon productivity improvement, ecological civilization construction, and high-quality economic development.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>35320474</pmid><doi>10.1007/s11356-022-19721-x</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0002-1223-7115</orcidid></addata></record> |
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| subjects | Accumulation Aquatic Pollution Atmospheric Protection/Air Quality Control/Air Pollution Carbon China Digital economy Digital infrastructure Earth and Environmental Science Economic development Economics Ecotoxicology Emissions energy Environment Environmental Chemistry Environmental Health Environmental science Green development Heterogeneity Impact analysis Industrial development industry infrastructure Productivity Regional development Research Article Spatial heterogeneity spatial variation threshold models Waste Water Technology Water Management Water Pollution Control |
| title | The impact of digital economy on total factor carbon productivity: the threshold effect of technology accumulation |
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