AI adoption rate and corporate green innovation efficiency: Evidence from Chinese energy companies
Author
Abstract
Suggested Citation
DOI: 10.1016/j.eneco.2024.107499
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Darima Fotheringham & Michael A. Wiles, 2023. "The effect of implementing chatbot customer service on stock returns: an event study analysis," Journal of the Academy of Marketing Science, Springer, vol. 51(4), pages 802-822, July.
- Broadstock, David C. & Matousek, Roman & Meyer, Martin & Tzeremes, Nickolaos G., 2020. "Does corporate social responsibility impact firms' innovation capacity? The indirect link between environmental & social governance implementation and innovation performance," Journal of Business Research, Elsevier, vol. 119(C), pages 99-110.
- Shai Bernstein & Josh Lerner & Morten Sorensen & Per Strömberg, 2017.
"Private Equity and Industry Performance,"
Management Science, INFORMS, vol. 63(4), pages 1198-1213, April.
- Shai Bernstein & Josh Lerner & Morten Sørensen & Per Strömberg, 2010. "Private Equity and Industry Performance," NBER Working Papers 15632, National Bureau of Economic Research, Inc.
- Shai Bernstein & Josh Lerner & Morten Sørensen & Per Strömberg, 2010. "Private Equity and Industry Performance," Harvard Business School Working Papers 10-045, Harvard Business School.
- Gilbert Giacomoni, 2022. "Towards a general framework for innovation shaped with AI to create and transform market offerings [Vers un cadre général d’innovation façonné par l’IA pour créer et transformer les offres du march," Post-Print hal-04083376, HAL.
- Nathan Nunn & Nancy Qian, 2011.
"The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 593-650.
- Qian, Nancy & Nunn, Nathan, 2009. "The Potato's Contribution to Population and Urbanization: Evidence from an Historical Experiment," CEPR Discussion Papers 7364, C.E.P.R. Discussion Papers.
- Nunn, Nathan & Qian, N., 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," Scholarly Articles 33077825, Harvard University Department of Economics.
- Nathan Nunn & Nancy Qian, 2009. "The Potato's Contribution to Population and Urbanization: Evidence from an Historical Experiment," NBER Working Papers 15157, National Bureau of Economic Research, Inc.
- Jan Witajewski-Baltvilks & Carolyn Fischer, 2023.
"Green Innovation and Economic Growth in a North–South Model,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(3), pages 615-648, August.
- Jan Witajewski-Baltvilks & Carolyn Fischer, 2018. "Green Innovation And Economic Growth In A North-South Model," IBS Working Papers 10/2018, Instytut Badan Strukturalnych.
- Witajewski-Baltvilks,Jan Ignacy & Fischer,Carolyn, 2022. "Green Innovation and Economic Growth in a North-South Model," Policy Research Working Paper Series 10096, The World Bank.
- Fischer, Carolyn & Witajewski-Baltvilks, Jan, 2019. "Green Innovation And Economic Growth In A North-South Model," RFF Working Paper Series 19-04, Resources for the Future.
- Zheng, Mingbo & Feng, Gen-Fu & Jang, Chyi-Lu & Chang, Chun-Ping, 2021. "Terrorism and green innovation in renewable energy," Energy Economics, Elsevier, vol. 104(C).
- Dong, Feng & Doukas, John A., 2021. "Managerial ability premium factor and fund performance," Journal of International Money and Finance, Elsevier, vol. 113(C).
- Ho, Kung-Cheng & Yan, Cheng & Gozgor, Giray & Gu, Yan, 2024. "Energy related public environmental concerns and intra-firm pay gap in polluting enterprises: Evidence from China," Energy Economics, Elsevier, vol. 130(C).
- Hwan Joo Seo & Sung Jin Kang & Yong Jun Baek, 2020. "Managerial myopia and short-termism of innovation strategy: Financialisation of Korean firms," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 44(6), pages 1197-1220.
- Li, Xuelin & Liu, Tong & Taylor, Lucian A., 2023. "Common ownership and innovation efficiency," Journal of Financial Economics, Elsevier, vol. 147(3), pages 475-497.
- Kim, Incheol & Pantzalis, Christos & Zhang, Zhengyi, 2021. "Multinationality and the value of green innovation," Journal of Corporate Finance, Elsevier, vol. 69(C).
- Syed Muhammad Fazal‐e‐Hasan & Hormoz Ahmadi & Harjit Sekhon & Gary Mortimer & Mohd Sadiq & Husni Kharouf & Muhammad Abid, 2023. "The role of green innovation and hope in employee retention," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 220-239, January.
- Wei, Jia & Wen, Jun & Wang, Xiao-Yang & Ma, Jie & Chang, Chun-Ping, 2023. "Green innovation, natural extreme events, and energy transition: Evidence from Asia-Pacific economies," Energy Economics, Elsevier, vol. 121(C).
- Yu-Shan Chen & Shyh-Bao Lai & Chao-Tung Wen, 2006. "The Influence of Green Innovation Performance on Corporate Advantage in Taiwan," Journal of Business Ethics, Springer, vol. 67(4), pages 331-339, September.
- Samuel Drempetic & Christian Klein & Bernhard Zwergel, 2020. "The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review," Journal of Business Ethics, Springer, vol. 167(2), pages 333-360, November.
- Hong, Suckwon & Kim, Juram & Woo, Han-Gyun & Kim, Young-Choon & Lee, Changyong, 2022. "Screening ideas in the early stages of technology development: A word2vec and convolutional neural network approach," Technovation, Elsevier, vol. 112(C).
- Apergis, Nicholas & Poufinas, Thomas & Antonopoulos, Alexandros, 2022. "ESG scores and cost of debt," Energy Economics, Elsevier, vol. 112(C).
- Yuanyuan Li & Jing Tan & Binyang Wu & Jingwen Yu, 2022. "Does digital finance promote entrepreneurship of migrant? Evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 29(19), pages 1829-1832, November.
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023.
"Artificial intelligence and firm-level productivity,"
Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
- Dirk Czarnitzki & Gastón P Fernández & Christian Rammer, 2022. "Artificial Intelligence and Firm-level Productivity," Working Papers of Department of Management, Strategy and Innovation, Leuven 690486, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
- Huang, Zhehao & Liao, Gaoke & Li, Zhenghui, 2019. "Loaning scale and government subsidy for promoting green innovation," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 148-156.
- Antia, Murad & Pantzalis, Christos & Park, Jung Chul, 2010. "CEO decision horizon and firm performance: An empirical investigation," Journal of Corporate Finance, Elsevier, vol. 16(3), pages 288-301, June.
- Orsatti, Gianluca & Quatraro, Francesco & Pezzoni, Michele, 2020.
"The antecedents of green technologies: The role of team-level recombinant capabilities,"
Research Policy, Elsevier, vol. 49(3).
- Gianluca Orsatti & Francesco Quatraro & Michele Pezzoni, 2020. "The antecedents of green technologies: The role of team-level recombinant capabilities," Post-Print hal-02532221, HAL.
- Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
- Mishra, Dev R., 2014. "The dark side of CEO ability: CEO general managerial skills and cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 390-409.
- Mikalef, Patrick & Islam, Najmul & Parida, Vinit & Singh, Harkamaljit & Altwaijry, Najwa, 2023. "Artificial intelligence (AI) competencies for organizational performance: A B2B marketing capabilities perspective," Journal of Business Research, Elsevier, vol. 164(C).
- Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
- Wen, Hui & Ho, Ken C. & Gao, Jijun & Yu, Li, 2022. "The fundamental effects of ESG disclosure quality in boosting the growth of ESG investing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
- Ramzi Benkraiem & Emmanuelle Dubocage & Yann Lelong & Fatima Shuwaikh, 2023. "The effects of environmental performance and green innovation on corporate venture capital," Post-Print hal-04085375, HAL.
- Bahoo, Salman & Cucculelli, Marco & Qamar, Dawood, 2023. "Artificial intelligence and corporate innovation: A review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
- Piao, Zhefan & Miao, Binbin & Zheng, Zihan & Xu, Feng, 2022. "Technological innovation efficiency and its impact factors: An investigation of China's listed energy companies," Energy Economics, Elsevier, vol. 112(C).
- Sjödin, David & Parida, Vinit & Palmié, Maximilian & Wincent, Joakim, 2021. "How AI capabilities enable business model innovation: Scaling AI through co-evolutionary processes and feedback loops," Journal of Business Research, Elsevier, vol. 134(C), pages 574-587.
- Ramzi Benkraiem & Emmanuelle Dubocage & Yann Lelong & Fatima Shuwaikh, 2023. "The effects of environmental performance and green innovation on corporate venture capital," Post-Print hal-04102462, HAL.
- Gu, Yan & Ho, Kung-Cheng & Yan, Cheng & Gozgor, Giray, 2021. "Public environmental concern, CEO turnover, and green investment: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 100(C).
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Nils Grashof & Alexander Kopka, 2023. "Artificial intelligence and radical innovation: an opportunity for all companies?," Small Business Economics, Springer, vol. 61(2), pages 771-797, August.
- Li, Cheng, 2019. "Informational benefits of managerial myopia," Economics Letters, Elsevier, vol. 185(C).
- Kunapatarawong, Rasi & Martínez-Ros, Ester, 2016. "Towards green growth: How does green innovation affect employment?," Research Policy, Elsevier, vol. 45(6), pages 1218-1232.
- Wang, Zongrun & Fu, Haiqin & Ren, Xiaohang & Gozgor, Giray, 2024. "Exploring the carbon emission reduction effects of corporate climate risk disclosure: Empirical evidence based on Chinese A-share listed enterprises," International Review of Financial Analysis, Elsevier, vol. 92(C).
- Ester Martínez‐Ros & Rasi Kunapatarawong, 2019. "Green innovation and knowledge: The role of size," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1045-1059, September.
- Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
- Benkraiem, Ramzi & Dubocage, Emmanuelle & Lelong, Yann & Shuwaikh, Fatima, 2023. "The effects of environmental performance and green innovation on corporate venture capital," Ecological Economics, Elsevier, vol. 210(C).
- Dou, Guowei & Choi, Tsan-Ming, 2021. "Does implementing trade-in and green technology together benefit the environment?," European Journal of Operational Research, Elsevier, vol. 295(2), pages 517-533.
- Duan, Yuwan & Ji, Ting & Lu, Yi & Wang, Siying, 2021. "Environmental regulations and international trade: A quantitative economic analysis of world pollution emissions," Journal of Public Economics, Elsevier, vol. 203(C).
- Fabrizi, Andrea & Guarini, Giulio & Meliciani, Valentina, 2018. "Green patents, regulatory policies and research network policies," Research Policy, Elsevier, vol. 47(6), pages 1018-1031.
- Sagarika Mishra & Michael T. Ewing & Holly B. Cooper, 2022. "Artificial intelligence focus and firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1176-1197, November.
- Song, Malin & Peng, Jun & Wang, Jianlin & Zhao, Jiajia, 2018. "Environmental efficiency and economic growth of China: A Ray slack-based model analysis," European Journal of Operational Research, Elsevier, vol. 269(1), pages 51-63.
- Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
- Yuegang Song & Feng Hao & Xiazhen Hao & Giray Gozgor, 2021. "Economic Policy Uncertainty, Outward Foreign Direct Investments, and Green Total Factor Productivity: Evidence from Firm-Level Data in China," Sustainability, MDPI, vol. 13(4), pages 1-16, February.
- Amore, Mario Daniele & Bennedsen, Morten & Larsen, Birthe & Rosenbaum, Philip, 2019. "CEO education and corporate environmental footprint," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 254-273.
- Ren, Xiaohang & Zhang, Xiao & Yan, Cheng & Gozgor, Giray, 2022. "Climate policy uncertainty and firm-level total factor productivity: Evidence from China," Energy Economics, Elsevier, vol. 113(C).
- Zhang, Dongyang, 2021. "Green credit regulation, induced R&D and green productivity: Revisiting the Porter Hypothesis," International Review of Financial Analysis, Elsevier, vol. 75(C).
- Zhang, Dongyang, 2023. "Does green finance really inhibit extreme hypocritical ESG risk? A greenwashing perspective exploration," Energy Economics, Elsevier, vol. 121(C).
- Mike W. Peng & Garry D. Bruton & Ciprian V. Stan & Yuanyuan Huang, 2016. "Theories of the (state-owned) firm," Asia Pacific Journal of Management, Springer, vol. 33(2), pages 293-317, June.
- Gary A. Ballinger & Jeremy J. Marcel, 2010. "The use of an interim CEO during succession episodes and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 31(3), pages 262-283, March.
- Sebastian D. Becker & Matthias D. Mahlendorf & Utz Schäffer & Mario Thaten, 2016. "Budgeting in Times of Economic Crisis," Contemporary Accounting Research, John Wiley & Sons, vol. 33(4), pages 1489-1517, December.
- Song, Yang & Zhang, Zhiyuan & Sahut, Jean-Michel & Rubin, Ofir, 2023. "Incentivizing green technology innovation to confront sustainable development," Technovation, Elsevier, vol. 126(C).
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Wang, Zongrun & Cao, Xuxin & Ren, Xiaohang & Gozgor, Giray, 2024. "Digital finance and the energy transition: Evidence from Chinese prefecture-level cities," Global Finance Journal, Elsevier, vol. 61(C).
- Jiaxing Du & Han Cai & Xiu Jin, 2024. "Exploring the Association Between Artificial Intelligence Management and Green Innovation: Expanding the Research Field for Sustainable Outcomes," Sustainability, MDPI, vol. 16(21), pages 1-28, October.
- Che, Shuai & Tao, Miaomiao & Silva, Emilson & Sheng, Mingyue Selena & Zhao, Congyu & Wang, Jun, 2024. "Financial misallocation and green innovation efficiency: China's firm-level evidence," Energy Economics, Elsevier, vol. 136(C).
- Ampedu Raphael & Antwi Agyei Bright & Mang'ati Frank Peter & Boadi Joana Ankobea & Boakye Boateng Gifty & Nunoo Linda Ofeibea & Mensah Cornelius Nii Odoi & Mensah Richmond, 2024. "An Empirical Study on the Influence of ESG Ratings on Earnings Management among Listed Companies in China," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(8), pages 3678-3693, August.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Licheng Yang & Shijie Song & Chunlin Liu, 2024. "Green signals: The impact of environmental protection support policies on firms' green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3258-3278, May.
- He, Feng & Yan, Yulin & Hao, Jing & Wu, Ji (George), 2022. "Retail investor attention and corporate green innovation: Evidence from China," Energy Economics, Elsevier, vol. 115(C).
- Xu, Aiting & Zhu, Yuhan & Wang, Wenpu, 2023. "Micro green technology innovation effects of green finance pilot policy—From the perspectives of action points and green value," Journal of Business Research, Elsevier, vol. 159(C).
- Zhang, Xuejiao & Huang, Shoufeng & Li, Wanfu & Wang, Yu, 2023. "Directors' and officers' liability insurance, environmental regulation and firms' envi ronmental responsibility," Ecological Economics, Elsevier, vol. 208(C).
- Liu, Wenjun & He, Qian & Cao, June & Kamar, Amina, 2024. "Exploring the catalysts of eco-innovation: Employee ownership and sustainable practices," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
- Liu, Xiaoqian & Cifuentes-Faura, Javier & Zhao, Shikuan & Wang, Long, 2024. "The impact of government environmental attention on firms’ ESG performance: Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
- Zhang, Dongyang, 2023. "Does green finance really inhibit extreme hypocritical ESG risk? A greenwashing perspective exploration," Energy Economics, Elsevier, vol. 121(C).
- Tan, Yafei & Zhu, Zhaohui, 2022. "The effect of ESG rating events on corporate green innovation in China: The mediating role of financial constraints and managers' environmental awareness," Technology in Society, Elsevier, vol. 68(C).
- Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
- Bai, Rui & Lin, Boqiang, 2023. "Nexus between green finance development and green technological innovation: A potential way to achieve the renewable energy transition," Renewable Energy, Elsevier, vol. 218(C).
- Li, Yuchen & Meng, Jiayin & Zhou, Ruifan & Wang, Ying, 2024. "Does governmental venture capital (GVC) advance green innovation? Big data evidence from China," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 772-788.
- Ma, Xinru & He, Jingbin, 2023. "Air pollution and corporate green innovation in China," Economic Modelling, Elsevier, vol. 124(C).
- Zhang, Dongyang, 2023. "Can environmental monitoring power transition curb corporate greenwashing behavior?," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 199-218.
- Tariq, Adeel & Badir, Yuosre F. & Tariq, Waqas & Bhutta, Umair Saeed, 2017. "Drivers and consequences of green product and process innovation: A systematic review, conceptual framework, and future outlook," Technology in Society, Elsevier, vol. 51(C), pages 8-23.
- Wang, Zhen & Chu, Erming & Hao, Yukai, 2024. "Towards sustainable development: How does ESG performance promotes corporate green transformation," International Review of Financial Analysis, Elsevier, vol. 91(C).
- Jia, Xingping & Wang, Jiangzhe & Liu, Tingting, 2024. "The impact of business-to-government relationship emphasis on green innovation: An empirical analysis," Technovation, Elsevier, vol. 129(C).
- He, Feng & Hao, Jing & Lucey, Brian, 2024. "Effects of climate risk on corporate green innovation cycles," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
- Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2020. "Technology transfer, climate change mitigation, and environmental patent impact on sustainability and economic growth: A comparison of European countries," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
- Wen, Jun & Yin, Hua-Tang & Jang, Chyi-Lu & Uchida, Hideaki & Chang, Chun-Ping, 2023. "Does corruption hurt green innovation? Yes – Global evidence from cross-validation," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
- Xing, Chao & Zhang, Xinyue & Zhang, Yuming & Zhang, Luxiu, 2024. "From green-washing to innovation-washing: Environmental information intangibility and corporate green innovation in China," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 204-226.
More about this item
Keywords
Artificial intelligence; Green innovation efficiency; Textual analysis; Energy company;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:132:y:2024:i:c:s014098832400207x. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.