2023
DOI: 10.1371/journal.pone.0291637
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The econometric analysis of voluntary environmental regulations and total factor productivity in agribusiness under digitization

Min Chen,
Lili Zhang

Abstract: Under the new development pattern, both "digital" and "low-carbon" development have entered the fast track, and digital transformation has become an important path to promote green development and enhance total factor productivity in agriculture. Based on the data of agricultural companies, this paper empirically verifies the impact of voluntary environmental regulations on total factor productivity. The empirical results show that voluntary environmental regulation has a significant positive impact on total f… Show more

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Cited by 8 publications
(4 citation statements)
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“…EPT-induced cost pressures prompt firms to seek more efficient strategies for pollution and emission reduction, develop differentiated products to alleviate cost pressures, and reduce environmental costs. Chen and Zhang claim that digitalization helps firms to provide timely feedback on the needs of customers and consumers, enabling customized production and improving the performance of smart production and innovation [42]. Thirdly, information about environmental regulation and GI often exhibits a lag, and the effectiveness of environmental governance cannot be seen in the short term [43].…”
Section: The Mediating Role Of Digitalizationmentioning
confidence: 99%
“…EPT-induced cost pressures prompt firms to seek more efficient strategies for pollution and emission reduction, develop differentiated products to alleviate cost pressures, and reduce environmental costs. Chen and Zhang claim that digitalization helps firms to provide timely feedback on the needs of customers and consumers, enabling customized production and improving the performance of smart production and innovation [42]. Thirdly, information about environmental regulation and GI often exhibits a lag, and the effectiveness of environmental governance cannot be seen in the short term [43].…”
Section: The Mediating Role Of Digitalizationmentioning
confidence: 99%
“…Furthermore, researchers have focused on domain adaptation and transfer learning techniques to address the model's performance in specific domains or tasks. By transferring knowledge effectively between domains, and adapting the model from one domain to another, improvements in generalization and adaptability are achieved (Chen & Zhang, 2023).…”
Section: Visual Transformer Modelmentioning
confidence: 99%
“…Moreover, issues related to data privacy and security need to be addressed, particularly in applications involving personal privacy in service-robot contexts. Therefore, while enhancing technological performance, further research on data security and privacy protection is essential to achieve a broader and safer application of robot environmental-perception technology (Chen & Zhang, 2023).…”
Section: Robot Environment-sensing Technologymentioning
confidence: 99%
“…Through image semantic analysis, vehicles can recognize roads, traffic signs, pedestrians, and other vehicles, enabling intelligent driving decisions. This constitutes a significant application case, as the comprehension of environmental images and semantic analysis thereof stand as pivotal modules within autonomous vehicles, facilitating intelligent automated driving (Chen & Zhang, 2023;Du & Chen, 2023).…”
mentioning
confidence: 99%