Residential heating using solid fuels contributes significantly to air pollution and has subsequent health impacts in China. To mitigate emissions, a clean heating campaign (CHC-1) covering 28 municipalities has been implemented. Although only a single penetration rate was initially planned by CHC-1 for all municipalities, outcomes in the different municipalities varied considerably. Recently, a second phase (CHC-2) has been launched for the remaining 128 municipalities in northern China with once again a fixed penetration rate set. Here, we quantified factors that affected the penetration rates of CHC-1, developed an intervention scheme with differentiated targets for CHC-2, and compared the environmental and health benefits of the fixed- and differentiated-rate strategies. We found that the penetration rates of CHC-1 depended on per capita income, terrain slope, and population density and that such relationships could be quantified using a piecewise regression model. This model was applied to develop a differentiated-rate strategy for CHC-2. It clearly evidenced that a differentiated scheme would be more environmentally beneficial. Although the same number of rural households can achieve clean heating under both intervention scenarios, the proposed differentiated strategy can prevent 30 000 (23 000-34 000) premature deaths associated with residential heating annually compared to the 26 000 (21 000-31 000) premature deaths prevented under the fixed-rate scheme. Differences among gender and age groups and the effects of urbanization and aging are also discussed.
机构:
Jiangxi Normal Univ, Management Sci & Engn Res Ctr, Nanchang, Peoples R ChinaJiangxi Normal Univ, Management Sci & Engn Res Ctr, Nanchang, Peoples R China
Liu, Wenlong
Li, Yunfeng
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Jiangxi Normal Univ, Sch Finance & Econ, Nanchang, Peoples R ChinaJiangxi Normal Univ, Management Sci & Engn Res Ctr, Nanchang, Peoples R China
Li, Yunfeng
Zhu, Weiping
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Jiangxi Normal Univ, Management Sci & Engn Res Ctr, Nanchang, Peoples R ChinaJiangxi Normal Univ, Management Sci & Engn Res Ctr, Nanchang, Peoples R China
机构:
Department of Economic Management, North China Electric Power University, No. 689, Huadian Road, Baoding,071000, ChinaDepartment of Economic Management, North China Electric Power University, No. 689, Huadian Road, Baoding,071000, China
Wang, Weijun
Dong, Zeyuan
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Department of Economic Management, North China Electric Power University, No. 689, Huadian Road, Baoding,071000, ChinaDepartment of Economic Management, North China Electric Power University, No. 689, Huadian Road, Baoding,071000, China
机构:
North China Elect Power Univ, Dept Econ Management, 689 Huadian Rd, Baoding 071000, Peoples R ChinaNorth China Elect Power Univ, Dept Econ Management, 689 Huadian Rd, Baoding 071000, Peoples R China
Wang, Weijun
Dong, Zeyuan
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North China Elect Power Univ, Dept Econ Management, 689 Huadian Rd, Baoding 071000, Peoples R ChinaNorth China Elect Power Univ, Dept Econ Management, 689 Huadian Rd, Baoding 071000, Peoples R China
机构:
Renmin Univ China, Sch Appl Econ, Beijing 100872, Peoples R ChinaGuangdong Univ Finance & Econ, Sch Publ Finance & Taxat, Guangzhou 510320, Guangdong, Peoples R China
Kong, Shuning
Du, Minzhe
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机构:
South China Normal Univ, Sch Econ & Management, Guangzhou 510006, Guangdong, Peoples R ChinaGuangdong Univ Finance & Econ, Sch Publ Finance & Taxat, Guangzhou 510320, Guangdong, Peoples R China
机构:
Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Zhao, Bin
Zhao, Jing
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机构:
Tsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R China
Tsinghua Univ, Ctr Ind Dev & Environm Governance, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Zhao, Jing
Zha, Hao
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机构:
Tsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R China
Tsinghua Univ, Inst Sustainable Dev Goals, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Zha, Hao
Hu, Ruolan
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Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Hu, Ruolan
Liu, Yalu
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机构:
Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Liu, Yalu
Liang, Chengrui
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机构:
Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Liang, Chengrui
Shi, Hongrong
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机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Middle Atmosphere & Global Environm Obser, Beijing 100029, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Shi, Hongrong
Chen, Simiao
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机构:
Heidelberg Univ, Fac Med, Heidelberg Inst Global Hlth, D-69117 Heidelberg, Germany
Heidelberg Univ, Univ Hosp, D-69117 Heidelberg, GermanyTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Chen, Simiao
Guo, Yue
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机构:
Beijing Normal Univ, Sch Govt, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Guo, Yue
Zhang, Da
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机构:
Tsinghua Univ, Inst Energy Environm & Econ, Beijing 100084, Peoples R China
MIT Joint Program Sci & Policy Global Change, Cambridge, MA 02139 USATsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Zhang, Da
Aunan, Kristin
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机构:
CICERO Ctr Int Climate Res, N-0318 Oslo, NorwayTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Aunan, Kristin
Zhang, Shaojun
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机构:
Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R China
State Environm Protect Key Lab Sources & Control, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Zhang, Shaojun
Zhang, Xiliang
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机构:
Tsinghua Univ, Inst Energy Environm & Econ, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Zhang, Xiliang
Xue, Lan
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机构:
Tsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R China
Tsinghua Univ, Ctr Ind Dev & Environm Governance, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Xue, Lan
Wang, Shuxiao
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机构:
Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R China
State Environm Protect Key Lab Sources & Control, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Beijing 100084, Peoples R China