NZNa Zhang

Na Zhang

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article

Previous Organizations / Institutes

The organizations / institutes from the scholar's other articles in the past ten years


Na Zhang has a total of 7 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    The Impact of Digital Rural Construction on Rural Revitalization-Empirical Evidence from Chinese County Panel Data

    by Jinqian Deng, Xiao Li, Na Zhang

    High-quality economic growth across society is increasingly being driven by the quickly evolving digital economy, with digital villages integrated into various aspects of rural development, construction, and governance, providing essential digital support for achieving comprehensive rural revitalization. By employing county-level panel data from China spanning 2018 to 2020, the Rural Revitalization Index was constructed and applied at the county level, and empirical tests were performed in combination with the Digital Village Index. The results demonstrate that the establishment of digital villages greatly enhances the progress of rural revitalization, with the sub-dimensions of digitalized rural economies and rural lifestyles playing particularly positive roles. Based on this, the mechanisms through which digital village construction empowers rural revitalization were examined, with the process being summarized as “factor aggregation–entities cultivation–market integration.” Further analysis demonstrates that the empowerment effect of digital village construction on rural revitalization is more pronounced in counties that are not major grain producers, have longer road networks, and are located closer to Hangzhou. Thus, it is essential to continue advancing digital village initiatives, identify integration points based on rural functional roles and resource endowments, and explore pathways to fully realize their empowering effects on rural revitalization.


  • Open Access

    Has China’s Pilot Policy of Farmland Management Right Mortgage Loan Promoted County Agricultural Economic Growth?

    by Jinqian Deng, Yue Gu, Na Zhang

    Farmland mortgages are expected to drive county agricultural economic growth (CAEG) as a crucial component of furthering the reform of the rural land system and the reform of the rural financial system against the new backdrop of the new era. This study gathers panel data from 2045 Chinese counties from 2011 to 2020 and uses the difference-in-differences method and the synthetic control method to systematically examine the effects of China’s farmland management right mortgage loan (FMRML) pilot program on CAEG. The FMRML pilot program was implemented in 2016, and this research is presented as a quasi-natural experiment. The findings indicate that there is a “policy trap” and that CAEG has not been successfully promoted by the FMRML pilot program. The reason for this is because the pilot program has made county resource mismatch worse, making it unable to fully realize the promotional effect on CAEG, rather than significantly activating the three key drivers of agricultural economic growth: people, land, and money. The impact of the FMRML pilot policy on CAEG is not uniform, according to the results of the heterogeneity study, with a substantial “blocking” effect only in the central region and no significant influence in the western, northeastern, or eastern regions. The findings propose that in order to optimize agricultural mortgage policy and advance CAEG, China and other emerging nations can benefit greatly from the insights this study offers.


  • How does the development of digital inclusive finance in China affect green technology innovation? A theoretical mechanism study and empirical analysis

    by Na Zhang, Jinqian Deng, Yunliang Jiang, Fayyaz Ahmad

    This study employed fixed effects (FE) models, difference-in-differences (DID) methods, and mediating effect (ME) models to explore the total effect, structural effect, heterogeneous characteristics, and impact mechanism of digital inclusive finance (DIF) on green technology innovation (GTI) from 2011 to 2020. We derived the following results. First, DIF can significantly improve the level of GTI, and the positive role of internet digital inclusive finance is greater than that of traditional banks, but the three dimensions of the DIF index have different impacts on such innovation. Second, the impact of DIF on GTI has a “siphon effect,” which is significantly promoted in regions with stronger economic power and inhibited in those with weaker economic power. Finally, there is an influence mechanism of “digital inclusive finance → financing constraints → green technology innovation.” Our findings provide evidence to establish a lasting effect mechanism for DIF to promote GTI, and they have important reference value for other countries to develop DIF.


  • Open Access

    Local Government Competition and Regional Green Development in China: The Mediating Role of Environmental Regulation

    by Na Zhang, Jinqian Deng, Fayyaz Ahmad, Muhammad Umar Draz

    Green development is an important way to meet the challenges of ecological and environmental protection and economic growth, as well as an inevitable choice to realize China’s sustainable development in the new era. The Chinese economic system is such that local government competition has become a key factor affecting regional green development under the current leadership. Based on the inter-provincial panel data of 30 provinces in mainland China from 1997 to 2017, this paper uses the total-factor non-radial directional distance function and slack-based measure data envelopment analysis (SBM-DEA) to measure the green development efficiency of the provinces. Additionally, it also uses the Malmquist–Luenberger (ML) index to decompose green development efficiency and analyzes its internal driving factors. Finally, taking environmental regulation as a mediating variable, this paper empirically analyzes the influence mechanism of local government competition on green development efficiency from three perspectives including growth competition, fiscal competition and investment competition. The study found that: the green development efficiency of Chinese regions showed a downward trend, with significant regional differences; technological progress is the key factor to improve the efficiency of green development, and its role gradually decreases from eastern to western and central regions; pure technical efficiency has become a bottleneck restricting the improvement of green development efficiency, while scale efficiency shows significant regional differences; the growth competition, fiscal competition and investment competition of local government all have a significant inhibitory effect on the efficiency of green development. This paper puts forward policy suggestions supporting enterprise technology research and development, optimizing energy conservation and emission reduction as well as improving the local government performance evaluation system for green development.