There is no consensus about the impact of urbanization on energy efficiency. We seek to fill this gap in literature using data from 78 countries for the period of 1995 through 2012. Extending the Stochastic Impacts by Regression on Population, Affluence, and Technology model, we identify the impact of urbanization on energy consumption and efficiency. Results of generalized method of moments estimation indicate that the process of urbanization leads to substantial increases in both the actual and the optimal energy consumption, but a decrease in efficiency of energy use. In addition, we find that the extent to which energy inefficiency correlates with urbanization is greater in countries with higher gross domestic product per capita.
EhrlichPRHoldrenJP. Impact of population growth. Science1971; 171: 1212–1217.
2.
LiuY. Exploring the relationship between urbanization and energy consumption in China using ARDL (autoregressive distributed lag) and FDM (factor decomposition model). Energy2009; 34: 1846–1854.
3.
MadlenerRSunakY. Impacts of urbanization on urban structures and energy demand: what can we learn for urban energy planning and urbanization management?Sustainable Cities Soc2011; 1: 45–53.
4.
Al-MulaliUSabCNBCFereidouniHG. Exploring the bi-directional long run relationship between urbanization, energy consumption, and carbon dioxide emission. Energy2012; 46: 156–167.
5.
Al-MulaliUFereidouniHGLeeJYet al.Exploring the relationship between urbanization, energy consumption, and CO2 emission in MENA countries. Renewable Sustainable Energy Rev2013; 23: 107–112.
6.
PoumanyvongPKanekoS. Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis. Ecol Econ2010; 70: 434–444.
7.
LiKLinB. Impacts of urbanization and industrialization on energy consumption/CO2 emissions: does the level of development matter?Renewable Sustainable Energy Rev2015; 52: 1107–1122.
8.
WangQ. Effects of urbanization on energy consumption in China. Energy Policy2014; 65: 332–339.
9.
WangSFangCGuanXet al.Urbanization, energy consumption, and carbon dioxide emissions in China: a panel data analysis of China’s provinces. Appl Energy2014; 136: 738–749.
10.
ShahbazMLoganathanNSbiaRet al.The effect of urbanization, affluence and trade openness on energy consumption: a time series analysis in Malaysia. Renewable Sustainable Energy Rev2015; 47: 683–693.
11.
YangJZhangWZhangZ. Impacts of urbanization on renewable energy consumption in China. J Cleaner Prod2016; 114: 443–451.
12.
LinBDuZ. How China's urbanization impacts transport energy consumption in the face of income disparity. Renewable Sustainable Energy Rev2015; 52: 1693–1701.
13.
GouldsonAPMurphyJ. Ecological modernization: economic restructuring and the environment. Political Q1997; 68: 74–86.
14.
MolAPSpaargarenG. Ecological modernization theory in debate: a review. Environ Politics2000; 9: 17–49.
15.
BarnesDFKrutillaKHydeWF. The urban energy transition. In: The urban household energy transition: social and environmental impacts in the developing world, Washington, DC: Resources for the Future, 2005, pp. 22–37.
16.
JonesDW. How urbanization affects energy-use in developing countries. Energy Policy1991; 19: 621–630.
17.
McGranahanGSongsorJSurjadiCet al.Urban affluence and shifting environmental burdens. The citizen at risk: from urban sanitation to sustainable cities, London: Earthscan, 2000, pp. 14–41.
18.
BrehenyMDensities and sustainable cities: the UK experience. In: EcheniqueMSaintA (eds). Cities for the new millennium, London: Spon Press, 2001, pp. 39–51.
19.
DhakalS. Urban energy use and carbon emissions from cities in China and policy implications. Energy Policy2009; 37: 4208–4219.
20.
LiBYaoR. Urbanization and its impact on building energy consumption and efficiency in China. Renewable Energy2009; 34: 1994–1998.
21.
RichardsonHEconomies and diseconomies of agglomeration. In: GierschH (ed). Urban agglomeration and economic growth, Berlin: Springer-Verlag, 1995, pp. 123–155.
22.
DietzTRosaEA. Rethinking the environmental impacts of population, affluence and technology. Hum Ecol Rev1994; 1: 277–300.
23.
DietzTRosaEA. Effects of population and affluence on CO2 emissions. Proc Natl Acad Sci1997; 94: 175–179.
24.
OmerA. Energy use and environmental impacts: a general review. J Renewable Sustainable Energy2009; 1: 1–29.
25.
LiddleBLungS. Age-structure, urbanization, and climate change in developed countries: revisiting STIRPAT for disaggregated population and consumption-related environmental impacts. Popul Environ2010; 31: 317–343.
26.
SadorskyP. Modeling volatility and correlations between emerging market stock prices and the prices of copper, oil and wheat. Energy Econ2014; 43: 72–81.
27.
BongaartsJ. Population growth and global warming. Popul Dev Rev1992; 18: 299–319.
28.
ShiA. The impact of population pressure on global carbon dioxide emissions, 1975–1996: evidence from pooled cross-country data. Ecol Econ2003; 44: 29–42.
29.
ZhangCLinY. Panel estimation for urbanization, energy consumption and CO2 emissions: a regional analysis in China. Energy Policy2012; 49: 488–498.
30.
SatoYYamamotoK. Population concentration, urbanization, and demographic transition. J Urban Econ2005; 58: 45–61.
31.
HuJLWangSC. Total-factor energy efficiency of regions in China. Energy Policy2006; 34: 3206–3217.
32.
WooldridgeJM. Econometric analysis of cross section and panel data, Cambridge, MA: MIT Press, 2002.
33.
ShephardRW. Theory of cost and production functions, Princeton, NJ: Princeton University Press, 1970.
34.
CharnesACooperWWRhodesE. Measuring the efficiency of decision making units. Eur J Oper Res1978; 2: 429–444.
35.
GoldsmithRW. A perpetual inventory of national wealth. In: Studies in income and wealth1951; Vol. 14, New York: National Bureau of Economic Research, pp. 5–74.
36.
BosworthBCollinsSM. The empirics of growth: an update. Brookings Papers Econ Act2003; 2: 113–206.
37.
DrukkerDM. Testing for serial correlation in linear panel-data models. Stata J2003; 3: 168–177.
38.
ArellanoMBondS. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud1991; 58: 277–297.
39.
BlundellRBondS. Initial conditions and moment restrictions in dynamic panel data models. J Econometrics1998; 87: 115–143.
40.
HanCPhillipsP. GMM estimation for dynamic panels with fixed effects and strong instruments at unity. Econometric Theor2010; 26: 119–151.
41.
BurgessRThe compact city debate: a global perspective. In: JenksMBurgessR (eds). Compact cities: sustainable urban forms for developing countries, New York, NY: Spon Press, 2000, pp. 9–24.
42.
ParikhJShuklaV. Urbanization, energy use and greenhouse effects in economic development: results from a cross-national study of developing countries. Global Environ Change1995; 5: 87–103.
43.
HoltedahlPJoutzFL. Residential electricity demand in Taiwan. Energy Econ2004; 26: 201–224.
44.
CamagniRGibelliGRigamontiP. Urban mobility and urban form: the social and environmental costs of different patterns of urban expansion. Ecol Econ2002; 40: 199–216.
45.
HoelM. Should a carbon tax be differentiated across sectors?J Public Econ1996; 59: 17–32.
46.
BöhringerCRutherfordTF. Carbon taxes with exemptions in an open economy: a general equilibrium analysis of the German tax initiative. J Environ Econ Manage1997; 32: 189–203.
