How Do Data Elements Empower High-Quality Development of the Intelligent Economy?
Empirical Evidence from Interprovincial Panel Data in China
- DOI
- 10.2991/978-94-6239-825-2_13How to use a DOI?
- Keywords
- data elements; intelligent economy; high-quality development; factor allocation
- Abstract
Using 2013-2024 provincial panel data from China, this study applies a fixed-effects model to investigate the impact of data elements on intelligent economy development and its transmission mechanisms. Results show that data elements significantly drive high-quality development through technological innovation, factor allocation, and industrial upgrading, with stronger effects in eastern regions. The study contributes by validating the complete data-to-intelligent economy transmission chain and revealing heterogeneous enabling patterns across resource endowments, supporting the “resource substitution effect.” Policy recommendations focus on improving data markets, optimizing transmission pathways, and adopting differentiated regional approaches.
- Copyright
- © 2026 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Yaqian Zhang AU - Shiying Zhang PY - 2026 DA - 2026/11/10 TI - How Do Data Elements Empower High-Quality Development of the Intelligent Economy? BT - Proceedings of the 2026 5th International Conference on Public Service, Economic Management and Sustainable Development (PESD 2026) PB - Atlantis Press SP - 116 EP - 137 SN - 2352-5428 UR - https://doi.org/10.2991/978-94-6239-825-2_13 DO - 10.2991/978-94-6239-825-2_13 ID - Zhang2026 ER -