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The Impact of Firm Heterogeneity and External Factor Change on Innovation: Evidence from the Vehicle Industry Sector

Author

Listed:
  • Danlei Feng

    (School of Economics, Ocean University of China, Qingdao 266100, China)

  • Mingzhao Hu

    (Department of Statistics and Applied Probability, University of California, Santa Barbara, CA 93101, USA)

  • Lingdi Zhao

    (School of Economics, Ocean University of China, Qingdao 266100, China)

  • Sha Liu

    (School of Economics and Management, Xi’an Shiyou University, Xi’an 710065, China)

Abstract

We explore the connection between firms’ technological innovation capabilities and their internal and external factors. To empirically test this relationship, we use panel data for new energy vehicle (NEV) firms and traditional fuel vehicle firms in China from 2010 to 2020. Our findings show that public subsidies do have a positive impact on firms’ technology innovation capability, and there are consistent findings for both NEV and traditional fuel vehicle firms. Firms have a supportive effect on their innovative ability when they satisfy conditions of high profitability, low leverage, high equity concentration, and highly educated employees. The inability to maximize the effectiveness of public subsidies is due to an imbalance in the internal and external factors of firms. Therefore, we innovatively analyze the internal and external factors of NEV firms as an integrated system, taking into account the high correlation between them, rather than discussing them separately. The paper is not only of academic significance to the development of NEV firms to improve their technological innovation capability and the transformation of traditional fuel vehicle firms, but also of practical significance to the reduction of greenhouse gas emissions and the achievement of the “double carbon” goal.

Suggested Citation

  • Danlei Feng & Mingzhao Hu & Lingdi Zhao & Sha Liu, 2022. "The Impact of Firm Heterogeneity and External Factor Change on Innovation: Evidence from the Vehicle Industry Sector," Sustainability, MDPI, vol. 14(11), pages 1-15, May.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:11:p:6507-:d:824661
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    as
    1. Zhang, Xiang & Zhou, Han, 2022. "The effect of market competition on corporate cash holdings: An analysis of corporate innovation and financial constraint," International Review of Financial Analysis, Elsevier, vol. 82(C).
    2. Luan, Ranran & Lin, Boqiang, 2022. "Positive or negative? Study on the impact of government subsidy on the business performance of China's solar photovoltaic industry," Renewable Energy, Elsevier, vol. 189(C), pages 1145-1153.
    3. Chen, Huangxin & Shi, Yi & Zhao, Xin, 2022. "Investment in renewable energy resources, sustainable financial inclusion and energy efficiency: A case of US economy," Resources Policy, Elsevier, vol. 77(C).
    4. Luo, Xingwu & Huang, Feifei & Tang, Xiaobo & Li, Jialong, 2021. "Government subsidies and firm performance: Evidence from high-tech start-ups in China," Emerging Markets Review, Elsevier, vol. 49(C).
    5. Bohnsack, René & Kurtz, Hannes & Hanelt, André, 2021. "Re-examining path dependence in the digital age: The evolution of connected car business models," Research Policy, Elsevier, vol. 50(9).
    6. Yu, Feifei & Wang, Liting & Li, Xiaotong, 2020. "The effects of government subsidies on new energy vehicle enterprises: The moderating role of intelligent transformation," Energy Policy, Elsevier, vol. 141(C).
    7. Riquelme-Medina, Marta & Stevenson, Mark & Barrales-Molina, Vanesa & Llorens-Montes, Francisco Javier, 2022. "Coopetition in business Ecosystems: The key role of absorptive capacity and supply chain agility," Journal of Business Research, Elsevier, vol. 146(C), pages 464-476.
    8. Amin, Qazi Awais & Cumming, Douglas, 2021. "Blockholders and real earnings management-the emerging markets context," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    9. Wan, Qunchao & Chen, Jin & Yao, Zhu & Yuan, Ling, 2022. "Preferential tax policy and R&D personnel flow for technological innovation efficiency of China's high-tech industry in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    10. Becker, Annette & Hottenrott, Hanna & Mukherjee, Anwesha, 2022. "Division of labor in R&D? Firm size and specialization in corporate research," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 1-23.
    11. Bai, Rui & Lin, Boqiang & Liu, Xiying, 2021. "Government subsidies and firm-level renewable energy investment: New evidence from partially linear functional-coefficient models," Energy Policy, Elsevier, vol. 159(C).
    12. Maltz, Elliot & Pierson, Kawika, 2022. "Maximizing corporate social innovation to enhance social and shareholder value: A systems thinking model of industry transformation," Journal of Business Research, Elsevier, vol. 138(C), pages 12-25.
    13. Zhang, Wenwen & Chiu, Yi-Bin & Hsiao, Cody Yu-Ling, 2022. "Effects of country risks and government subsidies on renewable energy firms’ performance: Evidence from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    14. Damrich, Sebastian & Kealey, Terence & Ricketts, Martin, 2022. "Crowding in and crowding out within a contribution good model of research," Research Policy, Elsevier, vol. 51(1).
    15. Ledna, Catherine & Muratori, Matteo & Brooker, Aaron & Wood, Eric & Greene, David, 2022. "How to support EV adoption: Tradeoffs between charging infrastructure investments and vehicle subsidies in California," Energy Policy, Elsevier, vol. 165(C).
    16. Sung, Bongsuk & Soh, Jin Young & Park, Chun Gun, 2022. "Comparing government support, firm heterogeneity, and inter-firm spillovers for productivity enhancement: Evidence from the Korean solar energy technology industry," Energy, Elsevier, vol. 246(C).
    17. Yan Yin & Fengcai Liu & Zhen Zhang, 2021. "Carbon Emission Reduction and Coordination Strategies for New Energy Vehicle Closed-Loop Supply Chain under the Carbon Trading Policy," Complexity, Hindawi, vol. 2021, pages 1-17, July.
    18. Liu, Chang & Liu, Yuan & Zhang, Dayong & Xie, Chunping, 2022. "The capital market responses to new energy vehicle (NEV) subsidies: An event study on China," Energy Economics, Elsevier, vol. 105(C).
    19. Fan, Di & Liang, Tianheng & Yeung, Andy C.L. & Zhang, Haomin, 2020. "The impact of capacity-reduction initiatives on the stock market value of Chinese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 223(C).
    20. Qi, Xiaoyan & Guo, Yanshan & Guo, Pibin & Yao, Xilong & Liu, Xiuli, 2022. "Do subsidies and R&D investment boost energy transition performance? Evidence from Chinese renewable energy firms," Energy Policy, Elsevier, vol. 164(C).
    21. Haixia Wang & Lingdi Zhao & Mingzhao Hu, 2017. "The Morbidity of Multivariable Grey Model MGM," International Journal of Differential Equations, Hindawi, vol. 2017, pages 1-5, November.
    22. Jin, Chenglin & Liu, Along & Liu, Hefu & Gu, Jibao & Shao, Meng, 2022. "How business model design drives innovation performance: The roles of product innovation capabilities and technological turbulence," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    23. Lim, Sijeong & Dolsak, Nives & Prakash, Aseem & Tanaka, Seiki, 2022. "Distributional concerns and public opinion: EV subsidies in the U.S. and Japan," Energy Policy, Elsevier, vol. 164(C).
    24. Chen, Yufeng & Ni, Liangfu & Liu, Kelong, 2022. "Innovation efficiency and technology heterogeneity within China's new energy vehicle industry: A two-stage NSBM approach embedded in a three-hierarchy meta-frontier framework," Energy Policy, Elsevier, vol. 161(C).
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