Against a backdrop of concerns about climate change, peak oil, and energy security issues, reducing energy intensity is often advocated as a way to at least partially mitigate these impacts. This study uses recently developed heterogeneous panel regression techniques like mean group estimators and common correlated effects estimators to model the impact that income, urbanization and industrialization has on energy intensity for a panel of 76 developing countries. In the long-run, a 1% increase in income reduces energy intensity by -0.45% to -0.35%. Long-run industrialization elasticities are in the range 0.07 to 012. The impact of urbanization on energy intensity is mixed. In specifications where the estimated coefficient on urbanization is statistically significant, it is slightly larger than unity. The implications of these results for energy policy are discussed. (C) 2013 Elsevier By. All rights reserved.
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Seoul Sch Integrated Sci & Technol, Seoul Business Sch, Seoul, South KoreaSeoul Sch Integrated Sci & Technol, Seoul Business Sch, Seoul, South Korea
Chen, Keren
Qammar, Rabia
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Univ Utara Malaysia, Sch Econ Finance & Banking, Changlun, MalaysiaSeoul Sch Integrated Sci & Technol, Seoul Business Sch, Seoul, South Korea
Qammar, Rabia
Quddus, Abdul
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Tomas Bata Univ Zlin, Fac Management & Econ, Dept Accounting & Finance, Mostni 5139, Zlin 76001, Czech RepublicSeoul Sch Integrated Sci & Technol, Seoul Business Sch, Seoul, South Korea
Quddus, Abdul
Lyu, Ning
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Syngenta Grp China, Beijing 100069, Peoples R ChinaSeoul Sch Integrated Sci & Technol, Seoul Business Sch, Seoul, South Korea
Lyu, Ning
Alnafrah, Ibrahim
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Ural Fed Univ, Grad Sch Econ & Management, Ekaterinburg, RussiaSeoul Sch Integrated Sci & Technol, Seoul Business Sch, Seoul, South Korea
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John Paul II Catholic Univ Lublin, Dept Int Econ, Al Raclawickie 14, PL-20950 Lublin, PolandJohn Paul II Catholic Univ Lublin, Dept Int Econ, Al Raclawickie 14, PL-20950 Lublin, Poland
Jozwik, Bartosz
Gavryshkiv, Antonina-Victoria
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John Paul II Catholic Univ Lublin, Dept Int Econ, Al Raclawickie 14, PL-20950 Lublin, PolandJohn Paul II Catholic Univ Lublin, Dept Int Econ, Al Raclawickie 14, PL-20950 Lublin, Poland
Gavryshkiv, Antonina-Victoria
Galewska, Kinga
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John Paul II Catholic Univ Lublin, Dept Int Econ, Al Raclawickie 14, PL-20950 Lublin, PolandJohn Paul II Catholic Univ Lublin, Dept Int Econ, Al Raclawickie 14, PL-20950 Lublin, Poland
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North China Elect Power Univ, Sch Humanities & Social Sci, Beijing, Peoples R ChinaNorth China Elect Power Univ, Sch Humanities & Social Sci, Beijing, Peoples R China
Li, Qiang
Zhang, Shuliang
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Linyi Univ, Sch Business, Linyi, Peoples R ChinaNorth China Elect Power Univ, Sch Humanities & Social Sci, Beijing, Peoples R China
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North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Akram, Hamza
Li, Jinchao
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North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Li, Jinchao
Watto, Waqas Ahmad
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Super Univ Lahore, Dept Accountancy, Rahim Yar Khan, PakistanNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
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Jinan Univ, Sch Econ, 601 Huangpu West Rd, Guangzhou, Guangdong, Peoples R China
Jinan Univ, Inst Resource Environm & Sustainable Dev Res, Guangzhou, Guangdong, Peoples R ChinaJinan Univ, Sch Econ, 601 Huangpu West Rd, Guangzhou, Guangdong, Peoples R China
Chen, Zhongfei
Zhou, Mengling
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Jinan Univ, Sch Econ, 601 Huangpu West Rd, Guangzhou, Guangdong, Peoples R ChinaJinan Univ, Sch Econ, 601 Huangpu West Rd, Guangzhou, Guangdong, Peoples R China