Research article Special Issues

Applications of linear regression models in exploring the relationship between media attention, economic policy uncertainty and corporate green innovation

  • Received: 17 April 2023 Revised: 08 May 2023 Accepted: 12 May 2023 Published: 02 June 2023
  • MSC : 62P20, 62P25, 90A19, 90A80

  • The media plays a dual role of "supervision" and "collusion" in governance mechanisms. This study investigates the impact of media attention and economic policy uncertainty on green innovation by analyzing A-share industrial listed enterprises data between 2011 and 2020. The results show that media attention can effectively promote green innovation and that this impact is significantly heterogeneous. Media attention significantly affects green innovation in non-state-owned enterprises and manufacturing companies positively, but it is insignificant for state-owned enterprises and mining and energy supply industries. Moreover, the results indicate that external economic policy uncertainty can lead enterprises to take early measures to hedge risks, thereby positively regulating the promotion effect of media attention on green innovation during economic fluctuations. Finally, media attention can promote green innovation by increasing environmental regulation intensity, reducing corporate financing constraints, and enhancing corporate social responsibility. Therefore, paying full attention to the media as an institutional subject outside of laws and regulations, gradually forming a pressure-driven mechanism for corporate green innovation, and reducing information opacity, is a pivotal way to promote enterprises' green innovation.

    Citation: Yang Xu, Conghao Zhu, Runze Yang, Qiying Ran, Xiaodong Yang. Applications of linear regression models in exploring the relationship between media attention, economic policy uncertainty and corporate green innovation[J]. AIMS Mathematics, 2023, 8(8): 18734-18761. doi: 10.3934/math.2023954

    Related Papers:

  • The media plays a dual role of "supervision" and "collusion" in governance mechanisms. This study investigates the impact of media attention and economic policy uncertainty on green innovation by analyzing A-share industrial listed enterprises data between 2011 and 2020. The results show that media attention can effectively promote green innovation and that this impact is significantly heterogeneous. Media attention significantly affects green innovation in non-state-owned enterprises and manufacturing companies positively, but it is insignificant for state-owned enterprises and mining and energy supply industries. Moreover, the results indicate that external economic policy uncertainty can lead enterprises to take early measures to hedge risks, thereby positively regulating the promotion effect of media attention on green innovation during economic fluctuations. Finally, media attention can promote green innovation by increasing environmental regulation intensity, reducing corporate financing constraints, and enhancing corporate social responsibility. Therefore, paying full attention to the media as an institutional subject outside of laws and regulations, gradually forming a pressure-driven mechanism for corporate green innovation, and reducing information opacity, is a pivotal way to promote enterprises' green innovation.



    加载中


    [1] X. D. Yang, J. N. Zhang, S. Y. Ren, Q. Y. Ran, Can the new energy demonstration city policy reduce environmental pollution? Evidence from a quasi-natural experiment in China, J. Clean. Prod., 287 (2021), 125015. http://doi.org/10.1016/j.jclepro.2020.125015 doi: 10.1016/j.jclepro.2020.125015
    [2] M. Ellman, F. Germano, What do the papers sell? A model of advertising and media bias, The Economic Journal, 119 (2009), 680–704. https://doi.org/10.1111/j.1468-0297.2009.02218.x doi: 10.1111/j.1468-0297.2009.02218.x
    [3] H. T. Wu, Y. W. Li, Y. Hao, S. Y. Ren, P. F. Zhang, Environmental decentralization, local government competition, and regional green development: Evidence from China, Sci. Total Environ., 708 (2020), 135085. http://doi.org/10.1016/j.scitotenv.2019.135085 doi: 10.1016/j.scitotenv.2019.135085
    [4] Y. Liu, C. Ma, Z. Huang, Can the digital economy improve green total factor productivity? An empirical study based on Chinese urban data, Math. Biosci. Eng., 20 (2023), 6866–6893. http://doi.org/10.3934/mbe.2023296 doi: 10.3934/mbe.2023296
    [5] L. Katusiime, International monetary spillovers and macroeconomic stability in developing countries, National Accounting Review, 3 (2021), 310–329. http://doi.org/10.3934/NAR.2021016 doi: 10.3934/NAR.2021016
    [6] Y. Liu, L. Chen, L. Lv, P. Failler, The impact of population aging on economic growth: a case study on China, AIMS Mathematics, 8 (2023), 10468–10485. http://doi.org/10.3934/math.2023531 doi: 10.3934/math.2023531
    [7] K. C. Ho, X. X. Shen, C. Yan, X. Hu, Influence of green innovation on disclosure quality: mediating role of media attention, Technol. Forecast. Soc., 188 (2023), 122314. http://doi.org/10.1016/j.techfore.2022.122314 doi: 10.1016/j.techfore.2022.122314
    [8] S. Boulianne, J. Ohme, Pathways to environmental activism in four countries: social media, environmental concern, and political efficacy, J. Youth Stud., 25 (2022), 771–792. http://doi.org/10.1080/13676261.2021.2011845 doi: 10.1080/13676261.2021.2011845
    [9] C. C. Lee, M. L. Zeng, C. S. Wang, Environmental regulation, innovation capability, and green total factor productivity: new evidence from China, Environ. Sci. Pollut. Res., 29 (2022), 39384–39399. http://doi.org/10.1007/s11356-021-18388-0 doi: 10.1007/s11356-021-18388-0
    [10] S. Huang, K. T. Huat, Z. Zhou, The studies on Chinese traditional culture and corporate environmental responsibility: literature review and its implications, National Accounting Review, 4 (2022), 1–15. http://doi.org/10.3934/NAR.2022001 doi: 10.3934/NAR.2022001
    [11] J. M. Mazzarino, L. Turatti, S. T. Petter, Environmental governance: media approach on the united nations programme for the environment, Environ. Dev., 33 (2020), 100502. http://doi.org/10.1016/j.envdev.2020.100502 doi: 10.1016/j.envdev.2020.100502
    [12] Z. Li, L. Chen, H. Dong, What are bitcoin market reactions to its-related events?, Int. Rev. Econ. Financ., 73 (2021), 1–10. http://doi.org/10.1016/j.iref.2020.12.020 doi: 10.1016/j.iref.2020.12.020
    [13] P. Liu, Y. Zhao, J. Zhu, C. Yang, Technological industry agglomeration, green innovation efficiency, and development quality of city cluster, Green Finance, 4 (2022), 411–435. http://doi.org/10.3934/GF.2022020 doi: 10.3934/GF.2022020
    [14] C. Luo, Z. Li, L. Liu, Does investor sentiment affect stock pricing? Evidence from seasoned equity offerings in China, National Accounting Review, 3 (2021), 115–136. http://doi.org/10.3934/NAR.2021006 doi: 10.3934/NAR.2021006
    [15] M. Akhtaruzzaman, S. Boubaker, Z. Umar, COVID-19 media coverage and ESG leader indices, Financ. Res. Lett., 45 (2022), 102170. http://doi.org/10.1016/j.frl.2021.102170 doi: 10.1016/j.frl.2021.102170
    [16] G. S. Miller, D. J. Skinner, The evolving disclosure landscape: How changes in technology, the media, and capital markets are affecting disclosure, J. Account. Res., 53 (2015), 221–239. http://doi.org/10.1111/1475-679x.12075 doi: 10.1111/1475-679x.12075
    [17] E. Assifuah-Nunoo, P. O. Junior, A. M. Adam, A. Bossman, Assessing the safe haven properties of oil in African stock markets amid the COVID-19 pandemic: a quantile regression analysis, Quant. Financ. Econ., 6 (2022), 244–269. http://doi.org/10.3934/QFE.2022011 doi: 10.3934/QFE.2022011
    [18] Y. X. Chen, J. Zhang, P. R. Tadikamalla, X. T. Gao, The relationship among government, enterprise, and public in environmental governance from the perspective of multi-player evolutionary game, Int. J. Environ. Res. Public Health, 16 (2019), 3351. http://doi.org/10.3390/ijerph16183351 doi: 10.3390/ijerph16183351
    [19] P. C. Tetlock, Giving content to investor sentiment: the role of media in the stock market, J. Financ., 62 (2007), 1139–1168. http://doi.org/10.1111/j.1540-6261.2007.01232.x doi: 10.1111/j.1540-6261.2007.01232.x
    [20] G. X. Zhang, Y. Q. Jia, B. Su, J. Xiu, Environmental regulation, economic development and air pollution in the cities of China: spatial econometric analysis based on policy scoring and satellite data, J. Clean. Prod., 328 (2021), 129496. http://doi.org/10.1016/j.jclepro.2021.129496 doi: 10.1016/j.jclepro.2021.129496
    [21] M. Irfan, A. Razzaq, A. Sharif, X. Yang, Influence mechanism between green finance and green innovation: exploring regional policy intervention effects in China, Technol. Forecast. Soc., 182 (2022), 121882. http://doi.org/10.1016/j.techfore.2022.121882 doi: 10.1016/j.techfore.2022.121882
    [22] M. Pichlak, A. R. Szromek, Eco-innovation, sustainability and business model innovation by open innovation dynamics, Journal of Open Innovation: Technology, Market, and Complexity, 7 (2021), 149. http://doi.org/10.3390/joitmc7020149 doi: 10.3390/joitmc7020149
    [23] P. A. Nylund, A. Brem, N. Agarwal, Enabling technologies mitigating climate change: the role of dominant designs in environmental innovation ecosystems, Technovation, 117 (2021), 102271. http://doi.org/10.1016/j.technovation.2021.102271 doi: 10.1016/j.technovation.2021.102271
    [24] Y. Xu, W. F. Ge, G. L. Liu, X. F. Su, J. N. Zhu, C. Y. Yang, et al., The impact of local government competition and green technology innovation on economic low-carbon transition: new insights from China, Environ. Sci. Pollut. Res., 30 (2022), 23714–23735. http://doi.org/10.1007/s11356-022-23857-1 doi: 10.1007/s11356-022-23857-1
    [25] C. Fussler, P. James, Driving eco-innovation: a breakthrough discipline for innovation and sustainability, Financial Times/Prentice Hall, 1996.
    [26] J. Hartmann, Toward a more complete theory of sustainable supply chain management: the role of media attention, Supply Chain Management, 26 (2021), 532–547. http://doi.org/10.1108/scm-01-2020-0043 doi: 10.1108/scm-01-2020-0043
    [27] Z. H. Li, Z. M. Huang, Y. Y. Su, New media environment, environmental regulation and corporate green technology innovation: Evidence from China, Energ. Econ., 119 (2023), 106545. http://doi.org/10.1016/j.eneco.2023.106545 doi: 10.1016/j.eneco.2023.106545
    [28] E. R. Gray, J. M. T. Balmer, Managing corporate image and corporate reputation, Long Range Plann., 31 (1998), 695–702. https://doi.org/10.1016/S0024-6301(98)00074-0 doi: 10.1016/S0024-6301(98)00074-0
    [29] E. Blankespoor, E. deHaan, C. Zhu, Capital market effects of media synthesis and dissemination: evidence from robo-journalism, Rev. Account. Stud., 23 (2018), 1–36. http://doi.org/10.1007/s11142-017-9422-2 doi: 10.1007/s11142-017-9422-2
    [30] X. F. Jiang, C. X. Zhao, J. J. Ma, J. Q. Liu, S. H. Li, Is enterprise environmental protection investment responsibility or rent-seeking? Chinese evidence, Environ. Dev. Econ., 26 (2021), 169–187. http://doi.org/10.1017/s1355770x20000327 doi: 10.1017/s1355770x20000327
    [31] I. S. Farouq, N. U. Sambo, A. U. Ahmad, A. H. Jakada, I. A. Danmaraya, Does financial globalization uncertainty affect CO2 emissions? Empirical evidence from some selected SSA countries, Quant. Financ. Econ., 5 (2021), 247–263. http://doi.org/10.3934/QFE.2021011 doi: 10.3934/QFE.2021011
    [32] T. C. Chiang, Geopolitical risk, economic policy uncertainty and asset returns in Chinese financial markets, China Financ. Rev. Int., 11 (2021), 474–501. http://doi.org/10.1108/CFRI-08-2020-0115 doi: 10.1108/CFRI-08-2020-0115
    [33] J. L. Guan, H. J. Xu, D. Huo, Y. C. Hua, Y. F. Wang, Economic policy uncertainty and corporate innovation: Evidence from China, Pac.-Basin Financ. J., 67 (2021), 101542. http://doi.org/10.1016/j.pacfin.2021.101542 doi: 10.1016/j.pacfin.2021.101542
    [34] Y. Liu, J. Liu, L. Zhang, Enterprise financialization and R & D innovation: a case study of listed companies in China, Electron. Res. Arch., 31 (2023), 2447–2471. http://doi.org/10.3934/era.2023124 doi: 10.3934/era.2023124
    [35] T. C. Chiang, Can gold or silver be used as a hedge against policy uncertainty and COVID-19 in the Chinese market?, China Financ. Rev. Int., 12 (2022), 571–600. http://doi.org/10.1108/CFRI-12-2021-0232 doi: 10.1108/CFRI-12-2021-0232
    [36] L. H. Yin, C. Q. Wu, Promotion incentives and air pollution: from the political promotion tournament to the environment tournament, J. Environ. Manage., 317 (2022), 115491. http://doi.org/10.1016/j.jenvman.2022.115491 doi: 10.1016/j.jenvman.2022.115491
    [37] X. Yang, H. Wu, S. Ren, Q. Ran, J. Zhang, Does the development of the internet contribute to air pollution control in China? Mechanism discussion and empirical test, Struct. Change Econ. Dyn., 56 (2021), 207–224. http://doi.org/10.1016/j.strueco.2020.12.001 doi: 10.1016/j.strueco.2020.12.001
    [38] S. Y. Ren, Y. Hao, H. T. Wu, How does green investment affect environmental pollution? Evidence from China, Environ. Resource Econ., 81 (2022), 25–51. http://doi.org/10.1007/s10640-021-00615-4 doi: 10.1007/s10640-021-00615-4
    [39] Y. Li, X. D. Yang, Q. Y. Ran, H. T. Wu, M. Irfan, M. Ahmad, Energy structure, digital economy, and carbon emissions: evidence from China, Environ. Sci. Pollut. Res., 28 (2021), 64606–64629. http://doi.org/10.1007/s11356-021-15304-4 doi: 10.1007/s11356-021-15304-4
    [40] A. Biscione, R. Caruso, A. de Felice, Environmental innovation in European transition countries, Appl. Econ., 53 (2021), 521–535. http://doi.org/10.1080/00036846.2020.1808185 doi: 10.1080/00036846.2020.1808185
    [41] S. C. Zyglidopoulos, A. P. Georgiadis, C. E. Carroll, D. S. Siegel, Does media attention drive corporate social responsibility?, J. Bus. Res., 65 (2012), 1622–1627. http://doi.org/10.1016/j.jbusres.2011.10.021 doi: 10.1016/j.jbusres.2011.10.021
    [42] C. H. Yu, X. Wu, D. Zhang, S. Chen, J. Zhao, Demand for green finance: resolving financing constraints on green innovation in China, Energ. Policy, 153 (2021), 112255. https://doi.org/10.1016/j.enpol.2021.112255 doi: 10.1016/j.enpol.2021.112255
    [43] J. von Bloh, T. Broekel, B. Özgun, R. Sternberg, New(s) data for entrepreneurship research? An innovative approach to use Big Data on media coverage, Small Bus. Econ., 55 (2020), 673–694. http://doi.org/10.1007/s11187-019-00209-x doi: 10.1007/s11187-019-00209-x
    [44] G. B. Xiong, Y. D. Luo, Smog, media attention, and corporate social responsibility-empirical evidence from Chinese polluting listed companies, Environ. Sci. Pollut. Res., 28 (2021), 46116–46129. http://doi.org/10.1007/s11356-020-11978-4 doi: 10.1007/s11356-020-11978-4
    [45] S. R. Baker, N. Bloom, S. J. Davis, Measuring economic policy uncertainty, Quarterly Journal of Economics, 131 (2016), 1593–1636. http://doi.org/10.1093/qje/qjw024 doi: 10.1093/qje/qjw024
    [46] H. T. Wu, L. N. Xu, S. Y. Ren, Y. Hao, G. Y. Yan, How do energy consumption and environmental regulation affect carbon emissions in China? New evidence from a dynamic threshold panel model, Resour. Policy, 67 (2020), 101678. http://doi.org/10.1016/j.resourpol.2020.101678 doi: 10.1016/j.resourpol.2020.101678
    [47] T. Li, X. Li, G. Liao, Business cycles and energy intensity. Evidence from emerging economies, Borsa Istanb. Rev., 22 (2022), 560–570. http://doi.org/10.1016/j.bir.2021.07.005 doi: 10.1016/j.bir.2021.07.005
    [48] C. J. Hadlock, J. R. Pierce, New evidence on measuring financial constraints: moving beyond the KZ index, Rev. Financ. Stud., 23 (2010), 1909–1940. http://doi.org/10.1093/rfs/hhq009 doi: 10.1093/rfs/hhq009
    [49] Z. X. He, C. S. Cao, C. Feng, Media attention, environmental information disclosure and corporate green technology innovations in China's heavily polluting industries, Emerg. Mark. Financ. Tr., 58 (2022), 3939–3952. http://doi.org/10.1080/1540496x.2022.2075259 doi: 10.1080/1540496x.2022.2075259
    [50] M. A. Khan, X. Z. Qin, K. Jebran, A. Rashid, The sensitivity of firms' investment to uncertainty and cash flow: evidence from listed state-owned enterprises and non-state-owned enterprises in China, Sage Open, 10 (2020), 17. http://doi.org/10.1177/2158244020903433 doi: 10.1177/2158244020903433
    [51] X. Chang, Impact of risks on forced CEO turnover, Quant. Financ. Econ., 6 (2022), 177–205. http://doi.org/10.3934/QFE.2022008 doi: 10.3934/QFE.2022008
    [52] Y. Yao, D. Hu, C. Yang, Y. Tan, The impact and mechanism of fintech on green total factor productivity, Green Finance, 3 (2021), 198–221. http://doi.org/10.3934/gf.2021011 doi: 10.3934/gf.2021011
    [53] Z. Y. Li, M. Tuerxun, J. H. Cao, M. Fan, C. Y. Yang, Does inclusive finance improve income: a study in rural areas, AIMS Mathematics, 7 (2022), 20909–20929. http://doi.org/10.3934/math.20221146 doi: 10.3934/math.20221146
    [54] Z. Li, C. Yang, Z. Huang, How does the fintech sector react to signals from central bank digital currencies?, Financ. Res. Lett., 50 (2022), 103308. http://doi.org/10.1016/j.frl.2022.103308 doi: 10.1016/j.frl.2022.103308
    [55] S. El Ghoul, O. Guedhami, R. Nash, A. Patel, New evidence on the role of the media in corporate social responsibility, J. Bus. Ethics, 154 (2019), 1051–1079. http://doi.org/10.1007/s10551-016-3354-9 doi: 10.1007/s10551-016-3354-9
    [56] T. Vanacker, D. P. Forbes, M. Knockaert, S. Manigart, Signal strength, media attention, and resource mobilization: evidence from new private equity firms, Acad. Manage. J., 63 (2020), 1082–1105. http://doi.org/10.5465/amj.2018.0356 doi: 10.5465/amj.2018.0356
  • Reader Comments
  • © 2023 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(4241) PDF downloads(119) Cited by(9)

Article outline

Figures and Tables

Figures(5)  /  Tables(8)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog