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Impact of digitalization and environmental regulation on total factor productivity

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  • Wen, Huwei
  • Wen, Changyong
  • Lee, Chien-Chiang

Abstract

Clean production and digitalization are the main directions of global manufacturing development under the new industrial revolution. Based on the application of digital technologies in enterprises caused by the smart city construction in China, this study adopts the difference-in-difference method to investigate the impact of digitalization and environmental regulation on total factor productivity. Using panel data on Chinese manufacturing listed enterprises from 2008 to 2019, this study finds that digitalization and environmental regulation can significantly improve the total factor productivity. It also shows that digitalization improves the total factor productivity of manufacturing enterprises by reducing transaction costs, facilitating servitization, and stimulating innovation investment. In addition, environmental regulation can force manufacturing enterprises to transform and improve their total factor productivity. However, the interaction between environmental regulation and digitalization has a significant negative impact on total factor productivity, implying that the paths of clean transformation and digitalization transformation is not coordinated. Our findings have implications for enacting effective policies to help manufacturing enterprises achieve digital transformation and clean production.

Suggested Citation

  • Wen, Huwei & Wen, Changyong & Lee, Chien-Chiang, 2022. "Impact of digitalization and environmental regulation on total factor productivity," Information Economics and Policy, Elsevier, vol. 61(C).
  • Handle: RePEc:eee:iepoli:v:61:y:2022:i:c:s0167624522000464
    DOI: 10.1016/j.infoecopol.2022.101007
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    as
    1. Shuming Ren & Lianqing Li & Yueqi Han & Yu Hao & Haitao Wu, 2022. "The emerging driving force of inclusive green growth: Does digital economy agglomeration work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1656-1678, May.
    2. Du, Longzheng & Lin, Weifen, 2022. "Does the application of industrial robots overcome the Solow paradox? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    3. Wang, En-Ze & Lee, Chien-Chiang, 2022. "The impact of clean energy consumption on economic growth in China: Is environmental regulation a curse or a blessing?," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 39-58.
    4. Zihanxin Li & Nuoyan Li & Huwei Wen, 2021. "Digital Economy and Environmental Quality: Evidence from 217 Cities in China," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    5. Huaxi Yuan & Yidai Feng & Jay Lee & Haimeng Liu, 2020. "The Spatio-Temporal Heterogeneity of Financial Agglomeration on Green Development in China Cities Using GTWR Model," Sustainability, MDPI, vol. 12(16), pages 1-19, August.
    6. Hongshan Ai & Yang Hu & Ke Li, 2021. "Impacts of environmental regulation on firm productivity: evidence from China’s Top 1000 Energy-Consuming Enterprises Program," Applied Economics, Taylor & Francis Journals, vol. 53(7), pages 830-844, February.
    7. Silke Niehoff, 2022. "Aligning digitalisation and sustainable development? Evidence from the analysis of worldviews in sustainability reports," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2546-2567, July.
    8. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    9. Lu, Hsi-Peng & Weng, Chien-I, 2018. "Smart manufacturing technology, market maturity analysis and technology roadmap in the computer and electronic product manufacturing industry," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 85-94.
    10. Shelanski, Howard A & Klein, Peter G, 1995. "Empirical Research in Transaction Cost Economics: A Review and Assessment," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 11(2), pages 335-361, October.
    11. Wannakrairoj, Wit & Velu, Chander, 2021. "Productivity growth and business model innovation," Economics Letters, Elsevier, vol. 199(C).
    12. Wang, Yan & Shen, Neng, 2016. "Environmental regulation and environmental productivity: The case of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 758-766.
    13. Galloway, Emily & Johnson, Erik Paul, 2016. "Teaching an old dog new tricks: Firm learning from environmental regulation," Energy Economics, Elsevier, vol. 59(C), pages 1-10.
    14. Lee, Chien-Chiang & Ho, Shan-Ju, 2022. "Impacts of export diversification on energy intensity, renewable energy, and waste energy in 121 countries: Do environmental regulations matter?," Renewable Energy, Elsevier, vol. 199(C), pages 1510-1522.
    15. Zhu, Chen & Lee, Chien-Chiang, 2022. "The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    16. Cherniwchan, Jevan, 2012. "Economic growth, industrialization, and the environment," Resource and Energy Economics, Elsevier, vol. 34(4), pages 442-467.
    17. DeStefano, Timothy & Kneller, Richard & Timmis, Jonathan, 2018. "Broadband infrastructure, ICT use and firm performance: Evidence for UK firms," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 110-139.
    18. Jiayue Liu & Jing Xie, 2020. "Environmental Regulation, Technological Innovation, and Export Competitiveness: An Empirical Study Based on China’s Manufacturing Industry," IJERPH, MDPI, vol. 17(4), pages 1-19, February.
    19. Wang, Chih-Wei & Lee, Chien-Chiang & Chen, Ming-Chien, 2022. "The effects of economic policy uncertainty and country governance on banks' liquidity creation: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    20. Hussain, Jafar & Lee, Chien-Chiang & Chen, Yongxiu, 2022. "Optimal green technology investment and emission reduction in emissions generating companies under the support of green bond and subsidy," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    21. Shuai Shao & Zhigao Hu & Jianhua Cao & Lili Yang & Dabo Guan, 2020. "Environmental Regulation and Enterprise Innovation: A Review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1465-1478, March.
    22. Éléonore Schnebelin & Pierre P. Labarthe & Jean-Marc Touzard, 2021. "How digitalisation interacts with ecologisation? Perspectives from actors of the French Agricultural Innovation System," Post-Print hal-03319092, HAL.
    23. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    24. Chien-Chiang Lee & Mei-Ping Chen & Wenmin Wu & Wenwu Xing, 2021. "The impacts of ICTs on tourism development: International evidence based on a panel quantile approach," Information Technology & Tourism, Springer, vol. 23(4), pages 509-547, December.
    25. Marsal-Llacuna, Maria-Lluïsa & Colomer-Llinàs, Joan & Meléndez-Frigola, Joaquim, 2015. "Lessons in urban monitoring taken from sustainable and livable cities to better address the Smart Cities initiative," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 611-622.
    26. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    27. Yu Sun & Ling Li & Hui Shi & Dazhi Chong, 2020. "The transformation and upgrade of China's manufacturing industry in Industry 4.0 era," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 734-740, July.
    28. Lee, Chien-Chiang & He, Zhi-Wen, 2022. "Natural resources and green economic growth: An analysis based on heterogeneous growth paths," Resources Policy, Elsevier, vol. 79(C).
    29. Sahoo, Pradipta Kumar & Rath, Badri Narayan & Le, Viet, 2022. "Nexus between export, productivity, and competitiveness in the Indian manufacturing sector," Journal of Asian Economics, Elsevier, vol. 79(C).
    30. Gao, Da & Li, Ge & Yu, Jiyu, 2022. "Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities," Energy, Elsevier, vol. 247(C).
    31. Zhang, Hongsheng & Wei, Yueling & Ma, Shuzhong, 2021. "Overcoming the “Solow paradox”: Tariff reduction and productivity growth of Chinese ICT firms," Journal of Asian Economics, Elsevier, vol. 74(C).
    32. Sven-Vegard Buer & Jan Ola Strandhagen & Felix T. S. Chan, 2018. "The link between Industry 4.0 and lean manufacturing: mapping current research and establishing a research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2924-2940, April.
    33. Wu, Yizhong & Lee, Chien-Chiang & Lee, Chi-Chuan & Peng, Diyun, 2022. "Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China," Journal of Banking & Finance, Elsevier, vol. 140(C).
    34. Daniel Kiel & Julian M. Müller & Christian Arnold & Kai-Ingo Voigt, 2017. "Sustainable Industrial Value Creation: Benefits And Challenges Of Industry 4.0," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-34, December.
    35. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Adewuyi, Adeolu O. & Lee, Chien-Chiang, 2022. "Quantile risk spillovers between energy and agricultural commodity markets: Evidence from pre and during COVID-19 outbreak," Energy Economics, Elsevier, vol. 113(C).
    36. Zhou, Fengxiu & Wen, Huwei & Lee, Chien-Chiang, 2022. "Broadband infrastructure and export growth," Telecommunications Policy, Elsevier, vol. 46(5).
    37. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei & Su, Bin, 2019. "How information and communication technology drives carbon emissions: A sector-level analysis for China," Energy Economics, Elsevier, vol. 81(C), pages 380-392.
    38. Marco Ardolino & Mario Rapaccini & Nicola Saccani & Paolo Gaiardelli & Giovanni Crespi & Carlo Ruggeri, 2018. "The role of digital technologies for the service transformation of industrial companies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(6), pages 2116-2132, March.
    39. Daron Acemoglu & Pol Antràs & Elhanan Helpman, 2007. "Contracts and Technology Adoption," American Economic Review, American Economic Association, vol. 97(3), pages 916-943, June.
    40. Lee, Chien-Chiang & He, Zhi-Wen & Xiao, Fu, 2022. "How does information and communication technology affect renewable energy technology innovation? International evidence," Renewable Energy, Elsevier, vol. 200(C), pages 546-557.
    41. Lee, Chien-Chiang & Yuan, Zihao & Wang, Qiaoru, 2022. "How does information and communication technology affect energy security? International evidence," Energy Economics, Elsevier, vol. 109(C).
    42. Li, Ying & Dai, Jing & Cui, Li, 2020. "The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 229(C).
    43. Wang, Wei & Xiao, Weiwei & Bai, Caiquan, 2022. "Can renewable energy technology innovation alleviate energy poverty? Perspective from the marketization level," Technology in Society, Elsevier, vol. 68(C).
    44. Zhao Li & Bingyang Lv, 2021. "Total factor productivity of Chinese industrial firms: evidence from 2007 to 2017," Applied Economics, Taylor & Francis Journals, vol. 53(60), pages 6910-6926, December.
    45. Wen, Huwei & Zhong, Qiming & Lee, Chien-Chiang, 2022. "Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    46. T. D. Stanley & Hristos Doucouliagos & Piers Steel, 2018. "Does Ict Generate Economic Growth? A Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 705-726, July.
    47. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    48. Liu, Min & Lee, Chien-Chiang, 2022. "Is gold a long-run hedge, diversifier, or safe haven for oil? Empirical evidence based on DCC-MIDAS," Resources Policy, Elsevier, vol. 76(C).
    49. Maurice J. Lyver & Ta-Jung Lu, 2018. "Sustaining Innovation Performance in SMEs: Exploring the Roles of Strategic Entrepreneurship and IT Capabilities," Sustainability, MDPI, vol. 10(2), pages 1-27, February.
    50. 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.
    51. Barbera, Anthony J. & McConnell, Virginia D., 1990. "The impact of environmental regulations on industry productivity: Direct and indirect effects," Journal of Environmental Economics and Management, Elsevier, vol. 18(1), pages 50-65, January.
    52. Shufang Zheng & Fengxiu Zhou & Huwei Wen, 2022. "The Relationship between Trade Liberalization and Environmental Pollution across Enterprises with Different Levels of Viability in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(8), pages 2125-2138, June.
    53. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    54. Opresnik, David & Taisch, Marco, 2015. "The value of Big Data in servitization," International Journal of Production Economics, Elsevier, vol. 165(C), pages 174-184.
    55. Zhang, Liangliang & Tao, Yunqing & Nie, Cong, 2022. "Does broadband infrastructure boost firm productivity? Evidence from a quasi-natural experiment in China," Finance Research Letters, Elsevier, vol. 48(C).
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