Research on the Promotion Effect of the Marketization of Data Elements on the Digital Transformation of Manufacturing Enterprises: An Empirical Evaluation of a Multiperiod DID Model

Sustainability, Год журнала: 2025, Номер 17(7), С. 3199 - 3199

Опубликована: Апрель 3, 2025

The marketization of data elements is a critical step in harnessing the potential as “new” economic element. This process essential for driving digital transformation manufacturing enterprises and achieving sustainable development. Using from listed (2013–2022), this study applied difference-in-differences method to analyze how accelerates transformation. results indicated that trading platforms play significant role by lowering enterprise costs, easing financing constraints, fostering technology innovation, promoting growth service industry. impact varies across regions, ownership structures, executive backgrounds. research offers fresh insights into facilitating provides practical guidance policymakers advance market-oriented reform enhance enterprises’ capabilities.

Язык: Английский

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How does data factor marketization influence urban carbon emission efficiency? A new method based on double machine learning

Sustainable Cities and Society, Год журнала: 2024, Номер unknown, С. 106106 - 106106

Опубликована: Дек. 1, 2024

Язык: Английский

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Analyzing the game pricing mechanism of data assets: Theoretical evidence considering market structure and competitive characteristics

International Review of Economics & Finance, Год журнала: 2025, Номер unknown, С. 104043 - 104043

Опубликована: Март 1, 2025

Язык: Английский

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Data Factor Marketization and Urban Industrial Land Use Efficiency: Evidence from the Establishment of Data Trading Platforms in China

Sustainability, Год журнала: 2025, Номер 17(6), С. 2753 - 2753

Опубликована: Март 20, 2025

Enhancing urban industrial land use efficiency (UILUE) is critical for addressing human–land conflicts and promoting sustainable development. However, the role of data trading in influencing UILUE remains insufficiently examined literature. This study explores effect factor marketization (DFM) on its underlying mechanisms. Using from 284 Chinese cities between 2006 2022, this treats establishment platforms as a quasi-natural experiment. A multi-period difference-in-differences (DID) model applied to evaluate causal impact DFM. The findings indicate that DFM significantly improves UILUE. improvement mainly occurs through technological innovation reduced resource misallocation. Furthermore, positive more pronounced with lower levels market segmentation, stricter environmental regulations, those located eastern region. offers valuable theoretical insights practical implications optimizing advancing

Язык: Английский

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Data element marketization and corporate investment efficiency: Evidence from China

International Review of Financial Analysis, Год журнала: 2025, Номер unknown, С. 104329 - 104329

Опубликована: Май 1, 2025

Язык: Английский

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