2022
DOI: 10.3390/ijerph192416650
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Differentiation Analysis on Carbon Emission Efficiency and Its Factors at Different Industrialization Stages: Evidence from Mainland China

Abstract: Industrial production is currently the main source of global carbon emissions. There are obvious differences in regional carbon emission efficiencies (CEE) at different industrial stages. We investigate CEE and explore its factors in mainland China at different industrialization stages from 2008-2020 using the super-SBM model with an undesirable output and the STIRPAT model. There is significant spatial heterogeneity in regional CEE, with gaps gradually widening. CEE’s spatial heterogeneity in mid-industrializ… Show more

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Cited by 7 publications
(5 citation statements)
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“…Service industries are more prone to reducing carbon emissions through digitization and efficient energy use [118]. Some studies also address the carbon reduction potential in different industries, highlighting the ongoing challenges in industrial carbon reduction [119] and noting potential increases in carbon emissions in the tourism industry due to increased tourist flows [120].…”
Section: Review Of Research Results On Carbon Emission Difference Ana...mentioning
confidence: 99%
“…Service industries are more prone to reducing carbon emissions through digitization and efficient energy use [118]. Some studies also address the carbon reduction potential in different industries, highlighting the ongoing challenges in industrial carbon reduction [119] and noting potential increases in carbon emissions in the tourism industry due to increased tourist flows [120].…”
Section: Review Of Research Results On Carbon Emission Difference Ana...mentioning
confidence: 99%
“…In 2017, the proportion of tertiary industry in YRD-UA was 2.84% higher than the proportion of secondary industry [53]. Several cities in the southeast coastal region had already crossed the industrialization stage and entered the post-industrialization period [61], which was confirmed by the low proportion of industrial CO2 emissions in YRD-UA and the significant growth of electricity CO2 emissions. However, most cities in central and western China were in the process of industrialization, and the proportion of tertiary industry was lower than the proportion of secondary industry [62], which led to a higher proportion of industrial CO2 emissions in CY-UA and YRMR-UA than that in YRD-UA.…”
Section: Insights Into the Co2 Emissions Of Yreb Urban Agglomerationsmentioning
confidence: 99%
“…It avoids the influence of human subjective factors and broadens the applicable constraints of the model. In addition, it can overcome the previous drawback of not being able to compare the efficiency values of multiple municipalities when they are 1 [53,54]. Based on these characteristics, we applied the super-SBM model to measure the municipal CO 2 emissions efficiency (ρ it ) (Equation ( 4)) [55].…”
Section: Estimation Of Co 2 Emissions Efficiencymentioning
confidence: 99%