Identification of key sectors and key provinces at the view of CO2 reduction and economic growth in China: Linkage analyses based on the MRIO model

Abstract In China, the largest carbon dioxide (CO2) emitter in the world, reducing national CO2 emissions while maintaining economic growth has become an important issue. Industrial linkage analyses can be applied to identify key sectors and provinces where policies need to be developed for this purpose. To identify the specific key sectors in these provinces, we designed a method based on inter-sector linkage analyses with a multi-regional input–output model, using 27 industries in 30 provinces as research objects. We analyzed backward and forward linkages, combined inter-sector production and CO2 emissions linkages, and used both marginal and absolute measures. In the backward linkages, the key emissions reduction sectors included production and supply of electricity and heat in Shanxi and Inner Mongolia, and transportation and storage in Liaoning and other provinces. In the forward linkages, the key emissions reduction sectors included nonmetal mineral products in Hebei, and the smelting and pressing of ferrous metals in Inner Mongolia and other provinces. The key provinces from both the demand and supply sides were Hebei, Shanxi, Inner Mongolia, and Shandong. Policy implications for decision makers were derived from the demand and supply side perspectives, to guide sector-level and province-level CO2 emissions mitigation strategies, respectively.

[1]  Takahiro Akita,et al.  An International Comparison of Leontief Input-Output Coefficients and its Application to Structural Growth Patterns , 2000 .

[2]  Hiroki Tanikawa,et al.  How does industrial structure change impact carbon dioxide emissions? A comparative analysis focusing on nine provincial regions in China , 2014 .

[3]  Jiaming Li,et al.  Impacts of energy consumption, energy structure, and treatment technology on SO2 emissions: A multi-scale LMDI decomposition analysis in China , 2016 .

[4]  Masanobu Ishikawa,et al.  The carbon content of Japan-US trade , 2007 .

[5]  F. Shi,et al.  Regional Disparity in Carbon Dioxide Emissions , 2012 .

[6]  Bin Chen,et al.  Linkage analysis for water-carbon nexus in China , 2018, Applied Energy.

[7]  Liu Xi-ping Spatial Distribution of Provincial Carbon Emissions , 2013 .

[8]  Jie Zhang,et al.  Industrial structural transformation and carbon dioxide emissions in China , 2013 .

[9]  Astrid Kander,et al.  Foreign trade and declining pollution in Sweden: a decomposition analysis of long-term structural and technological effects , 2006 .

[10]  Jie Guo,et al.  The key sectors for energy conservation and carbon emissions reduction in China: Evidence from the input-output method , 2018 .

[11]  Valerie J. Karplus,et al.  Will Economic Restructuring in China Reduce Trade-Embodied CO2 Emissions? , 2014 .

[12]  Yousaf Ali,et al.  Measuring CO2 emission linkages with the hypothetical extraction method (HEM) , 2015 .

[13]  Hollis B. Chenery,et al.  International Comparisons of the Structure of Production , 1958 .

[14]  S. Davis,et al.  Consumption-based accounting of CO2 emissions , 2010, Proceedings of the National Academy of Sciences.

[15]  J. Diamond THE ANALYSIS OF STRUCTURAL CONSTRAINTS IN DEVELOPING ECONOMIES: A CASE STUDY* , 2009 .

[16]  M. Lenzen Primary energy and greenhouse gases embodied in Australian final consumption: an input–output analysis , 1998 .

[17]  Liyin Shen,et al.  A driving–driven perspective on the key carbon emission sectors in China , 2018, Natural Hazards.

[18]  Yuan Wang,et al.  Industrial CO2 emissions in China based on the hypothetical extraction method: Linkage analysis , 2013 .

[19]  Manfred Lenzen,et al.  Environmentally important paths, linkages and key sectors in the Australian economy , 2003 .

[20]  Yi-Ming Wei,et al.  Consumption-based emission accounting for Chinese cities , 2016 .

[21]  Kebin He,et al.  Examining air pollution in China using production- and consumption-based emissions accounting approaches. , 2014, Environmental science & technology.

[22]  L. Ying Understanding China’s recent growth experience: A spatial econometric perspective , 2003 .

[23]  Weidong Liu,et al.  Outsourcing CO2 within China , 2013, Proceedings of the National Academy of Sciences.

[24]  Ming Xu,et al.  Betweenness-Based Method to Identify Critical Transmission Sectors for Supply Chain Environmental Pressure Mitigation. , 2016, Environmental science & technology.

[25]  T. Putranti,et al.  The Identification of Key Sector in CO2 Emissions in Production Perspective of Indonesia: An InputOutput Analysis , 2017 .

[26]  Albert O. Hirschman,et al.  The strategy of economic development , 1959 .

[27]  Manfred Lenzen,et al.  A CARBON FOOTPRINT TIME SERIES OF THE UK – RESULTS FROM A MULTI-REGION INPUT–OUTPUT MODEL , 2010 .

[28]  Youguo Zhang Interregional carbon emission spillover–feedback effects in China , 2017 .

[29]  G. Q. Chen,et al.  China's CH4 and CO2 emissions: Bottom-up estimation and comparative analysis , 2014 .

[30]  Jian Zuo,et al.  Sectoral linkage analysis of three main air pollutants in China's industry: Comparing 2010 with 2002. , 2017, Journal of environmental management.

[31]  Vicent Alcántara,et al.  "Key" sectors in final energy consumption: an input-output application to the Spanish case , 2003 .

[32]  María Ángeles Tobarra,et al.  Food miles, carbon footprint and global value chains for Spanish agriculture: assessing the impact of a carbon border tax , 2015 .

[33]  Craig Langston,et al.  Linkage measures of the construction sector using the hypothetical extraction method , 2006 .

[34]  Xiaoling Ouyang,et al.  Dynamics of China's regional carbon emissions under gradient economic development mode , 2015 .

[35]  Sue J. Lin,et al.  Inter-Industry Linkages, Energy and CO2 Multipliers of the Electric Power Industry in Thailand , 2016 .

[36]  Yi-Ming Wei,et al.  What drives intersectoral CO2 emissions in China , 2016 .

[37]  G. Peters From production-based to consumption-based national emission inventories , 2008 .

[38]  Leroy P. Jones The Measurement of Hirschmanian Linkages , 1976 .

[39]  Edgar G. Hertwich,et al.  Pollution embodied in trade: The Norwegian case , 2006 .

[40]  Kjartan Steen-Olsen,et al.  Integrating ecological and water footprint accounting in a multi-regional input–output framework , 2012 .

[41]  Yi-Ming Wei,et al.  Potential impacts of industrial structure on energy consumption and CO2 emission: a case study of Beijing , 2015 .

[42]  Günter Strassert,et al.  Zur Bestimmung strategischer Sektoren mit Hilfe von Input-Output-Modellen , 1968 .

[43]  Shi Minjun Regional Carbon Footprint and Interregional Transfer of Carbon Emissions in China , 2012 .

[44]  Tiago Domingos,et al.  International trade and the geographical separation between income and enabled carbon emissions , 2013 .

[45]  Ferran Sancho,et al.  Missing links in key sector analysis , 2006 .

[46]  B. W. Ang,et al.  Structural decomposition analysis applied to energy and emissions: Some methodological developments , 2012 .

[47]  Nicola Pirrone,et al.  Atmospheric mercury footprints of nations. , 2015, Environmental science & technology.

[48]  C. Weber,et al.  Growth in emission transfers via international trade from 1990 to 2008 , 2011, Proceedings of the National Academy of Sciences.

[49]  Y. Wang,et al.  Air pollutant emissions from economic sectors in China: A linkage analysis , 2017 .

[50]  Michael L. Lahr,et al.  A Taxonomy of Extractions , 2005 .

[51]  Michael Sonis,et al.  Coefficient Change in Input–Output Models: Theory and Applications , 1992 .

[52]  Siegfried Schultz,et al.  Approaches to identifying key sectors empirically by means of input‐output analysis , 1977 .

[53]  中華人民共和国国家統計局 China statistical yearbook , 1988 .

[54]  Danae Diakoulaki,et al.  Common trends and drivers of CO2 emissions and employment: a decomposition analysis in the industrial sector of selected European Union countries , 2016 .

[55]  Alberto Heimler,et al.  Linkages and Vertical Integration in the Chinese Economy , 1991 .

[56]  PingSun Leung,et al.  Linkage Measures: a Revisit and a Suggested Alternative , 2004, Technol. Anal. Strateg. Manag..

[57]  Yuli Shan,et al.  New provincial CO2 emission inventories in China based on apparent energy consumption data and updated emission factors , 2016 .

[58]  Arpita Ghosh,et al.  Input-Output Approach in an Allocation System , 1958 .

[59]  Jianping Ge,et al.  The Economy-Carbon Nexus in China: A Multi-Regional Input-Output Analysis of the Influence of Sectoral and Regional Development , 2017 .

[60]  M. Mazzanti,et al.  Linking NAMEA and Input output for ‘consumption vs. production perspective’ analyses , 2012 .

[61]  W. Leontief structure of American economy, 1919-1929 , 1941 .

[62]  Chuanwang Sun,et al.  Evaluating carbon dioxide emissions in international trade of China , 2010 .

[63]  João F. D. Rodrigues,et al.  Income-based environmental responsibility , 2012 .

[64]  Craig Meisner,et al.  Does the Private Sector Help or Hurt the Environment? Evidence from Carbon Dioxide Pollution in Developing Countries , 2001 .

[65]  Hua Liao,et al.  CO2 emissions in Beijing: Sectoral linkages and demand drivers , 2017 .

[66]  Laixiang Sun,et al.  Consumption-based CO2 accounting of China's megacities: the case of Beijing, Tianjin, Shanghai and Chongqing , 2014 .

[67]  Youguo Zhang,et al.  Supply-side structural effect on carbon emissions in China , 2010 .

[68]  W. Leontief Quantitative Input and Output Relations in the Economic Systems of the United States , 1936 .

[69]  Yuhuan Zhao,et al.  Linkage analysis of sectoral CO2 emissions based on the hypothetical extraction method in South Africa , 2015 .

[70]  Eric O'N. Fisher,et al.  The Structure of the American Economy , 2008 .

[71]  Ning Chang,et al.  Changing industrial structure to reduce carbon dioxide emissions: a Chinese application , 2015 .

[72]  Yong Geng,et al.  Uncovering China’s greenhouse gas emission from regional and sectoral perspectives , 2012 .

[73]  Yue‐Jun Zhang,et al.  Energy rebound effect in China's Industry: An aggregate and disaggregate analysis , 2017 .

[74]  Jun Zhang,et al.  Structural change, productivity growth and industrial transformation in China , 2011 .

[75]  Yuhuan Zhao,et al.  Inter-regional linkage analysis of industrial CO2 emissions in China: An application of a hypothetical extraction method , 2016 .

[76]  Pablo del Río,et al.  CO2 emissions and intersectoral linkages. The case of Spain , 2007 .

[77]  B. Andréosso-O'Callaghan,et al.  Intersectoral Linkages and Key Sectors in China, 1987-1997 , 2004 .

[78]  P. Ciais,et al.  Reduced carbon emission estimates from fossil fuel combustion and cement production in China , 2015, Nature.

[79]  Yong Geng,et al.  The gigatonne gap in China’s carbon dioxide inventories , 2012 .

[80]  Ana-Isabel Guerra,et al.  Measuring energy linkages with the hypothetical extraction method: An application to Spain , 2010 .

[81]  M. Sonis,et al.  Linkages, Key Sectors and Structural Change: Some New Perspectives , 1995 .

[82]  Xianjin Huang,et al.  Effects of industrial restructuring on carbon reduction: An analysis of Jiangsu Province, China , 2012 .

[83]  Yi-Ming Wei,et al.  Impact of inter-sectoral trade on national and global CO2 emissions: An empirical analysis of China and US , 2010 .

[84]  W. Leontief,et al.  The Structure of American Economy, 1919-1939. , 1954 .