Minglong Zhang

Jan 13, 2025 | mdpi.com | Tao Lei |Yuanqiao Wen |Yi Yu |Minglong Zhang

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Jun 3, 2024 | journals.plos.org | Ying Xie |Minglong Zhang

Loading metrics Open Access Peer-reviewedResearch Article Citation: Xie Y, Zhang M (2024) Synergy of higher education resources and digital infrastructure construction in China: Regional differences, dynamic evolution and trend forecasting. PLoS ONE 19(6): e0304613. https://doi.org/10.1371/journal.pone.0304613Editor: Muhammad Farooq Umer, King Faisal University, SAUDI ARABIAReceived: January 26, 2024; Accepted: May 15, 2024; Published: June 3, 2024Copyright: © 2024 Xie, Zhang.

Apr 23, 2023 | mdpi.com | Ya Wu |Yin Liu |Minglong Zhang

5.2. Endogeneity and Robustness TestEndogenous test. First, it was possible that there would be a two-way causal relationship between digital finance and energy efficiency. On one hand, digital finance can improve the supply of capital and help expand capacity by easing financing constraints, causing businesses to consume energy and grow rapidly.