Abstract
Environmental pollution has become a common topic in the world. The existing literature rarely studies the relationship between information technology and environmental pollution from a spatial perspective. This paper uses spatial econometric models and the panel data of 285 cities in China from 2003 to 2016 to study the effect of information technology on environmental pollution. The results of spatial auto-correlation analysis show that there is a significant positive spatial auto-correlation between information technology and environmental pollution, and the spatial path dependence characteristics are obvious. The estimation results of the spatial econometric models show that information technology has significantly aggravated environmental pollution, and the rebound effect of information technology on environmental pollution has played a leading role, indicating that the policy effect of China using information technology to improve the environment quality is not obvious.
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References
Alegría IMD, Basañez A, Basurto PDD, Fernández-Sainz A (2016) Spain’s fulfillment of its Kyoto commitments and its fundamental greenhouse gas (GHG) emission reduction drivers. Renew Sust Energ Rev 59:858–867
Al-Mulali U, Sheau-Ting L, Ozturk I (2015) The global move toward internet shopping and its influence on pollution: an empirical analysis. Environ Sci Pollut Res 22(13):9717–9727
Anselin L (1995) Local indicators of spatial association—LISA. Geogr Anal 27(2):93–115
Asongu SA (2018) ICT, openness and CO2, emissions in Africa. Environ Sci Pollut Res 25(10):9351–9359
Brajer V, Mead RW, Xiao F (2011) Searching for an environmental Kuznets curve in China’s air pollution. China Econ Rev 22(3):383–397
Cheng ZH (2016) The spatial correlation and interaction between manufacturing agglomeration and environmental pollution. Ecol Indic 61(2):1024–1032
Cheng ZH, Li LS, Liu J (2017) Identifying the spatial effects and driving factors of urban PM2.5 pollution in China. Ecol Indic 82:61–75
Danish KN, Baloch MA, Saud S, Fatima T (2018) The effect of ICT on CO2 emissions in emerging economies: does the level of income matters. Environ Sci Pollut Res 25(23):22850–22860
Dietz T, Rosa EA (1997) Effects of population and affluence on CO2 emissions. Prod Natl Acad Sci 94(1):175–179
Ehrlich PR, Holdren JP (1971) Impact of population growth. Science 171(3977):1212–1217
Higón DA, Gholami R, Shirazi F (2017) ICT and environmental sustainability: a global perspective. Telematics Inform 34(4):85–95
Houston K, Reay DS (2011) The impact of information and communication technology on GHG emissions: how green are virtual worlds. Carbon Manag 2(6):629–643
Jiang XM, Liu YF (2015) Global value chain, trade and carbon: case of information and communication technology manufacturing sector. Energy Sustain Dev 25:1–7
Landrigan PJ, Fuller R, Acosta N, Adeyi O, Arnold R, Basu NN et al (2018) The lancet commission on pollution and health. Lancet 391(10119):462–512
Lee JW, Brahmasrene T (2014) ICT, CO2 emissions and economic growth: evidence from a panel of ASEAN. Glob Econ Rev 43(2):93–109
Lim JH, Lee E (2012) Information technologies, community characteristics and environmental outcomes: evidence from South Korea. J Environ Plan Manag 55(3):271–296
Lin BQ, Liu X (2012) Dilemma between economic development and energy conservation: energy rebound effect in China. Energy 45(1):867–873
Liu YS, Lu SS, Chen YF (2013) Spatial-temporal change of urban–rural equalized development patterns in China and its driving factors. J Rural Stud 32:320–330
Liu YS, Zhou Y, Wu WX (2015) Assessing the impact of population, income and technology on energy consumption and industrial pollutant emissions in china. Appl Energy 155:904–917
Liu QQ, Wang SJ, Zhang WZ, Zhan DS, Li JM (2018) Does foreign direct investment affect environmental pollution in China’s cities? A spatial econometric perspective. Sci Total Environ 613-614:521–529
Miao Z, Balezentis T, Tian ZH, Shao S, Geng Y, Wu R (2019) Environmental performance and regulation effect of China’s atmospheric pollutant emissions: evidence from “Three regions and Ten urban agglomerations”. Environ Resour Econ 74:211–242. https://doi.org/10.1007/s10640-018-00315-6
Moyer JD, Hughes BB (2012) ICTs: do they contribute to increased carbon emissions. Technol Forecast Soc Chang 79(5):919–931
Noorpoor AR, Kudahi SN (2015) CO2 emissions from Iran’s power sector and analysis of the influencing factors using the stochastic impacts by regression on population, affluence and technology (STIRPAT) model. Carbon Manag 6(3):101–116
Ollo-López A, Aramendía-Muneta ME (2012) ICT impact on competitiveness, innovation and environment. Telematics Inform 29(2):204–210
Ozcan B, Apergis N (2018) The impact of internet use on air pollution: evidence from emerging countries. Environ Sci Pollut Res 25(5):4174–4189
Salahuddin M, Alam K, Ozturk I (2015) Is rapid growth in internet usage environmentally sustainable for Australia? An empirical investigation. Environ Sci Pollut Res 23(5):4700–4713
Salahuddin M, Alam K, Ozturk I (2016) The effects of internet usage and economic growth on CO2, emissions in OECD countries: a panel investigation. Renew Sust Energ Rev 62:1226–1235
Shahbaz M, Loganathan N, Muzaffar AT, Ahmed K, Jabran MA (2016) How urbanization affects CO2, emissions in Malaysia? The application of STIRPAT model. Renew Sust Energ Rev 57:83–93
Sheng J, Wu Y, Zhang M, Miao Z (2017) An evolutionary modeling approach for designing a contractual REDD+ payment scheme. Ecol Indic 79:276–285
Sigman H (2014) Decentralization and environmental quality: an international analysis of water pollution levels and variation. Land Econ 90(1):114–130
Sudworth T (2010) Briefing: green information technology (IT) infrastructure. Proc Inst Civ Eng Eng Sustain 163(2):69–70
Wang Y, Rodrigues VS, Evans L (2015) The use of ICT in road freight transport for co2 reduction – an exploratory study of UK’s grocery retail industry. Int J Logist Manag 26(1):2–29
Yanase A (2010) Trade, strategic environmental policy, and global pollution. Rev Int Econ 18(3):493–512
Yang LS, Li Z (2017) Technology advance and the carbon dioxide emission in China – empirical research based on the rebound effect. Energy Policy 101:150–161
Yang YY, Zhao T, Wang YN, Shi ZH (2015) Research on impacts of population-related factors on carbon emissions in Beijing from 1984 to 2012. Environ Impact Assess Rev 55:45–53
Zhang CG, Liu C (2015) The impact of ICT industry on CO2, emissions: a regional analysis in China. Renew Sust Energ Rev 44:12–19
Funding
The work in this paper was supported by the Major Project of the National Social Science Foundation (grant no. 16ZDA047), the National Natural Science Foundation of China (grant no. 71803087), the Jiangsu Social Science Foundation (grant no. 17EYC010), the Top-notch Academic Programs Project of Jiangsu Higher Education Institutions, and the Project Funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions.
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Cheng, Z., Li, L. & Liu, J. The effect of information technology on environmental pollution in China. Environ Sci Pollut Res 26, 33109–33124 (2019). https://doi.org/10.1007/s11356-019-06454-7
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DOI: https://doi.org/10.1007/s11356-019-06454-7