Abstract
Based on the perspective of market segmentation, this paper empirically tests the impact mechanism of market segmentation on energy efficiency by using China’s provincial panel data from 2005 to 2016. The results show that market segmentation has a significant inhibitory effect on energy efficiency by distorting technological progress, scale efficiency, and allocation efficiency. The conclusion of this paper not only provides an important theoretical basis for promoting the reform of China’s economic system, but also brings some enlightenment for other developing countries to choose ways to improve energy efficiency.
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Notes
Referring to Farrell (1957), this paper will not introduce the specific calculation model.
Data from the website of the National Bureau of Statistics of China
References
Amore, M. D., Schneider, C., & Žaldokas, A. (2013). Credit supply and corporate innovation. Journal of Financial Economics, 109(3), 835–855.
Ang, B. W., & Wang, H. (2015). Index decomposition analysis with multidimensional and multilevel energy data. Energy Economics, 51(9), 67–76.
Arriola-Medellín, A. M., López-Cisneros, L. F., Aragón-Aguilar, A., Romo-Millares, C. A., & Fernández-Montiel, M. F. (2019). Energy efficiency to increase production and quality of products in industrial processes: case study oil and gas processing center. Energy Efficiency, 12(6), 1619–1634.
Bailey, W., Huang, W., & Yang, Z. (2011). Bank loans with Chinese characteristics: some evidence on inside debt in a state-controlled banking system. Journal of Financial and Quantitative Analysis, 46(6), 1795–1830.
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.
Bilgen, S., Keles, S., & Kaygusuz, K. (2007). The role of biomass in greenhouse gas mitigation. Energy Sources, Part A: Recovery, Utilization and Environmental Effects, 29(13), 1243–1252.
Bi, G. B., Song, W., Zhou, P., & Liang, L. (2014). Does environmental regulation affect energy efficiency in China’s thermal power generation? Empirical evidence from a slacks-based DEA model. Energy Policy, 66(3), 537–546.
Chaudhuri, R. A. (2014). Cross-border mergers and market segmentation. Journal of Industrial Economics, 62(2), 229–257.
Chen, S., Sun, Z., Tang, S., & Wu, D. (2011). Government intervention and investment efficiency: evidence from China. Journal of Corporate Finance, 17(2), 259–271.
Färe, R., Grosskopf, S., Norris, M., & Zhang, Z. Y. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. The American Economic Review, 84(1), 66–83.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253–281.
Fan, Y., Liao, H., & Wei, Y. M. (2007). Can market oriented economic reforms contribute to energy efficiency improvement? Evidence from China. Energy Policy, 35(4), 2287–2295.
Feng, T., Sun, L., & Zhang, Y. (2009). The relationship between energy consumption structure, economic structure and energy intensity in China. Energy Policy, 37(12), 5475–5483.
Fisher-Vanden, K., Jefferson, G. H., Liu, H., et al. (2004). What is driving China’s decline in energy intensity? Resource and Energy Economics, 26(1), 77–97.
Giloni, A., Seshadri, S., & Tucci, C. L. (2010). Neo-Rawlsian fringes: a new approach to market segmentation and new product development. Journal of Product Innovation Management, 25(5), 491–507.
Gui, Q. H., Chen, M., Lu, M., et al. (2006). China’s domestic commodity market tends to be segmented or integrated: an analysis based on the relative price method. The Journal of World Economy, 2, 20–30. (in Chinese).
Hou, K., & Robinson, D. T. (2006). Industry concentration and average stock returns. Journal of Finance, 61(4), 1927–1956.
He, L., Shen, J., & Zhang, Y. (2018). Ecological vulnerability assessment for ecological conservation and environmental management. Journal of Environmental Management, 206(1), 1115–1125.
Howarth, R. B., & Andersson, B. (1993). Market barriers to energy efficiency. Energy Economics, 15(4), 262–272.
Hu, J. L., & Wang, S. C. (2006). Total-factor energy efficiency of regions in China. Energy Policy, 34(17), 3206–3217.
János, K., Eric, M., & Gérard, R. (2003). Understanding the soft budget constraint. Journal of Economic Literature, 41(4), 1095–1136.
Li, K., & Lin, B. (2014). The nonlinear impacts of industrial structure on China’s energy intensity. Energy, 69, 258–265.
Li, K., & Lin, B. (2015). Metafroniter energy efficiency with CO2 emissions and its convergence analysis for China. Energy Economics, 48(3), 230–241.
Morikawa, M. (2012). Population density and efficiency in energy consumption: an empirical analysis of service establishments. Energy Economics, 34(5), 1617–1622.
Nishioka, Y., Levy, J. I., Norris, G. A., Wilson, A., Hofstetter, P., & Spengler, J. D. (2002). Integrating risk assessment and life cycle assessment: a case study of insulation. Risk Analysis, 22(5), 1003–1017.
Pastor, J. T., & Lovell, C. A. K. (2005). A global Malmquist productivity index. Economics Letters, 88(2), 266–271.
Patterson, M. G. (1996). What is energy efficiency?: concepts, indicators and methodological issues. Energy Policy, 24(5), 377–390.
Stern, D. I. (2012). Modeling international trends in energy efficiency. Energy Economics, 34(6), 2200–2208.
Solow, R. M. (1957). Technical change and the aggregate production function. The Review of Economics and Statistics, 39(3), 312–320.
Unachukwu, G. O. (2011). Potential economic and social benefits of promoting energy efficiency measures in Nigeria. Energy Efficiency, 4(4), 465–472.
Wang, H., Zhou, P., & Zhou, D. Q. (2013). Scenario-based energy efficiency and productivity in China: a non-radial directional distance function analysis. Energy Economics, 40(11), 795–803.
Wei, C., Ni, J., & Sheng, M. (2011). China’s energy inefficiency: a cross-country comparison. The Social Science Journal, 48(3), 478–488.
Xu, Y., & Masui, T. (2009). Local air pollutant emission reduction and ancillary carbon benefits of SO2 control policies: application of AIM/CGE model to China. European Journal of Operational Research, 198(1), 315–325.
Yu, F., Guo, Y., Le-Nguyen, K., et al. (2016). The impact of government subsidies and enterprises’ R&D investment: a panel data study from renewable energy in China. Energy Policy, 89(2), 106–113.
Zhu, L. (2008). Impacts of food and energy price hikes and proposed coping strategies. China & World Economy, 16(6), 35–45.
Zhang, X. P., & Cheng, X. M. (2009). Energy consumption, carbon emissions, and economic growth in China. Ecological Economics, 68(10), 2706–2712.
Zhou, X., Zhang, J., & Li, J. (2013). Industrial structural transformation and carbon dioxide emissions in China. Energy Policy, 57(6), 43–51.
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Qi, XF., Zhou, LH. Market segmentation and energy efficiency—an empirical study based on China’s provincial panel data. Energy Efficiency 13, 1781–1797 (2020). https://doi.org/10.1007/s12053-020-09908-x
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DOI: https://doi.org/10.1007/s12053-020-09908-x