Abstract

BackgroundRapid economic growth in China has resulted in a commensurate increase in energy consumption, which in turn has seen an increase in environmental pollution problems. Past research has tended to focus on energy and environmental efficiency analyses and has rarely examined the media influence on environmental protection efforts. Further, most studies have used static models and ignored the dynamic changes over time.MethodsTo go some way to filling this research gap, this study developed a modified undesirable Dynamic DEA model that included air quality index (AQI) and CO2 indicators to explore the relationships between energy, the environment, and media report efficiencies in 31 Chinese cities from 2013 to 2016.ResultsIt was found that: (1) Chongqing, Guangzhou, Nanjing and Shanghai had efficiencies of 1, but Lanzhou, Shijiazhuang, Taiyuan, Xining and Yinchuan needed significant improvements; (2) Chongqing, Guangzhou, Kunming, Nanning and Shanghai had relatively high media efficiencies, but the other cities had low efficiencies and required improvements; (3) the CO2 emissions efficiencies in most cities were better than the air quality index efficiencies; and 4. the media reports in most cities were found to have a more positive impact on the CO2 emissions efficiency than on the AQI efficiency.ConclusionsEnvironmental awareness enhances civilian health and promotes economic growth. Therefore, as the news media should be responsible for promoting environmental protection, they need to increase their environmental pollution coverage. It was found that the environmental pollution media report quality and especially air pollution reports needed improvements, and greater media coverage on environmental pollution and awareness was needed.

Highlights

  • Rapid economic growth in China has resulted in a commensurate increase in energy consumption, which in turn has seen an increase in environmental pollution problems

  • Some studies have examined the impact of energy efficiency on the overall efficiency of a country or region [2, 5, 16,17,18, 34,35,36], and others have explored the relationships between the mass media, air pollution, and environmental issues or awareness [3, 11, 14, 24, 25], with some focusing on the effects of news media reports that improve the awareness of environmental protection issues [8, 21, 23, 25, 28, 37]

  • To overcome the static analysis problems in previous studies, a dynamic carryover effect was included in the modified undesirable Dynamic data envelopment analysis (DEA) model to examine the energy consumption, media, and environmental efficiencies in 31 Chinese cities from 2013 to 2016, with labor, energy consumption, and media reports as the inputs, GDP, C­ O2, and air quality index (AQI) as the outputs, and fixed assets as the carry-over

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Summary

Methods

To go some way to filling this research gap, this study developed a modified undesirable Dynamic DEA model that included air quality index (AQI) and ­CO2 indicators to explore the relationships between energy, the envi‐ ronment, and media report efficiencies in 31 Chinese cities from 2013 to 2016

Results
Conclusions
Background
13 Huhehaote 1
Guiyang 9 Harbin
16 Lanzhou 17 Lhasa
24 Taiyuan 25 Tianjin
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