Research on the Integrated Governance Model and Collaborative Utilization Mechanism of Data Resources
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Keywords

Data resource integration
Data governance
Collaborative utilization mechanism
Digital economy
Data value

DOI

10.26689/ssr.v8i5.15110

Submitted : 2026-05-17
Accepted : 2026-06-01
Published : 2026-06-16

Abstract

In the digital economy era, data acts as the core production factor driving social development. This paper explores the construction and implementation of data resources’ integrated governance model and collaborative utilization mechanism to resolve existing data management challenges. It first defines data integration and confirms its function in eliminating data silos, improving data availability, and elevating data value. Then it compares Chinese and foreign data integration governance models, underlining the importance of standardization and multi-stakeholder collaboration. It further illustrates the concept, implementation approaches, and key technologies of collaborative utilization, among which cloud computing, big data analytics, and artificial intelligence significantly improve utilization efficiency. The information circulation mechanism and data sharing platform form the core of the governance framework. Moreover, policy support and technological investment are indispensable for model implementation. Ultimately, a scientific governance model and mechanism can accelerate the value release of data elements, promote the modernization of government governance, and facilitate high-quality socio-economic development.

References

Qiu ZL, Liu M, 2024, Research on the Coordination Path of Data Archival Governance. Shanxi Archives, 2024(8): 12–19.

Xu B, Ren JW, 2024, Research on the Path of Grassroots Data Governance under the Background of Digital Government. China Construction Information Technology, 2024(8): 66–69.

Yi XP, 2024, Research on Digital Economy Promoting Urban-Rural Integration Development in Changzhou under the Background of Rural Revitalization. China Collective Economy, 2024(16): 9–12.

Wu ZQ, Liu P, 2024, Intelligence-enabled Empowerment of Political and Legal Work: Value Choice and Mechanism Optimization—Based on the Investigation of Urban Social Governance. Guangxi Social Sciences, 2024(4): 126–134.

Liu YX, Wang RJ, Cai YC, 2024, Connotation and Construction Path of Data Governance Community—Analysis Based on the Responsibilities of the National Data Administration. Inner Mongolia Social Sciences, 45(1): 76–83.

Yu Y, 2024, Collaborative Optimization of Accounting and Financial Management. Financial News, 2024(10): 165–167.

Wang AQ, 2024, Exploration and Practice of Financial Management System of State-owned Enterprises under the Background of Digital-intelligent Transformation. Business Observer, 10(7): 89–92 + 96.

Yuan ZP, 2024, Practice of Intelligent Mine Construction in Taigang Mining. Modern Mining, 40(4): 28–34.

Tu HL, Han QQ, 2024, Analysis on the Construction of Archive Resource Data Governance System in the Big Data Environment. Shaanxi Archives, 2024(1): 28–29 + 24.

Zou LD, 2024, Construction and Application of Venture Capital Decision Model under the Background of Big Data. Investment and Entrepreneurship, 35(2): 19–21.

Zheng SH, 2024, Research on the Process Model of Data-enabled Digital Credit Construction—Taking Kingdee Credit Technology as an Example. China Collective Economy, 2024(21): 89–92.

Yang RH, Xu Y, Fan W, et al., 2024, Research on the Application of Social Big Data in Urban Spatial Governance. Technology Innovation and Application, 14(24): 163–167 + 17.

Fang ZF, Xu J, 2024, Construction and Development Path of the Micro-certification System for Digital Literacy of International Chinese Teachers Based on Blockchain. Journal of Yunnan Normal University (Teaching and Research on Chinese as a Foreign Language Edition), 22(2): 27–38.

Wang RC, 2024, Decision Support Based on Big Data and Data Analysis in Evidence-based Financial Management. Industrial Technology Innovation, 6(3): 107–110.

Hu XZ, 2024, Application of Master Data Management in Enterprise Informatization Construction Projects. China Information World, 2024(2): 141–143.

Chen, Y, Zhao DM, 2024, Research on End-to-End Performance Quality Monitoring of Heterogeneous Networks. Modern Information Technology, 8(7): 1–6.

Tong CN, 2024, Research on the Interactive Relationship between Enterprise Business Analysis and Business Process Optimization. China Science and Technology Investment, 2024(17): 123–125.

Ai CT, 2024, Transformation and Innovation of Enterprise Management Accounting under the Background of Industry-finance Integration. Tianjin Economy, 2024(1): 50–52.

Li Y, 2024, Analysis on the Construction of Data Information Security System Based on Computer Cloud Services. Yangtze River Information Communication, 37(7): 132–134.

Cao ZF, 2024, Research on “One Network Unified Management” Stimulating the Multiplier Effect of Data Elements—Taking Xuanwu District of Nanjing as an Example. China Informatization, 2024(9): 91–93.

Niu SZ, Niu RG, 2024, Practice of Data Governance and Management and Control Platform Construction in Metallurgical Mines. Modern Mining, 40(1): 35–39.

Li Y, Wang L, Sun MY, 2024, Dual Integration: Realization Path of Grassroots Digital Burden Reduction—Taking the Construction of “Grassroots Governance Data Base” in Shangcheng District of Hangzhou as an Example. Journal of the Party School of the CPC Hangzhou Municipal Committee, 2024(1): 79–88.

Guo AF, 2024, Research and Practice of Enterprise Resource Integration Strategy. Shandong Textile Economy, 41(6): 22–26.

Chen XD, Liu ZQ, Jin L, 2024, Development Trend of Human Genetic Resource Utilization and Management in the Era of Phenomics. Science China Life Sciences, 54(6): 1002–1007.

Huang ZM, Wei N, Liang Z, 2024, Does Cross-departmental Data Sharing Stem from Institutional Change or Motivation Change?—A Case Study of District M in Zhejiang Province. Management World, 40(5): 87–106.

Yu QC, 2024, Research on Heterogeneous Data Integration Method for Smart Water Conservancy Projects. Express Water Resources & Hydropower Information, 45(8): 113–117.

Qiao, W, 2024, Promoting Trusted Data Circulation to Boost the Development of Digital Economy. Software and Integrated Circuit, 2024(5): 61–62.

Chen MS, 2024, Innovation of Data Element Circulation Mechanism to Break “Data Silos” and Unlock Data Value. Communications World, 2024(6): 21–24.

Zhang J, Ma L, 2024, Taking the Lead in Building a Data Industry Ecosystem for the Manufacturing Industry. Qunzhong, 2024(4): 35–36.

Chen DN, 2024, Research on Big Data Empowering High-quality Agricultural Economic Development under the Background of Rural Revitalization. Hebei Agricultural Machinery, 2024(15): 157–159.

Yuan J, Duan W, 2024, Data Trading, Specialized Artificial Intelligence and Economic Growth. Management Review, 36(6): 3–18.

Tao NH, 2024, Discussion and Prospect of “Listing” of Commercial Bank Data Resources. Financial Accounting, 2024(1): 44–46.

Wang YZ, Huang JS, Wang JX, et al., 2024, Research on Data Element Circulation and Income Distribution Mechanism: Taking Meteorological Data Integration in Wind Power Scenarios as an Example. Management Review, 36(6): 30–41.

Song J, Bai FH, Zhang XH, et al., 2024, Hipro-HoneyBadgerBFT: A High-performance Asynchronous Consensus Algorithm Based on Parallel Operation Mechanism. Chemical Industry Automation and Instrumentation, 51(2): 243–254.

Zhai SP, Lu XJ, Huo YY, et al., 2024, An Improved Data Sharing Scheme with Conditional Broadcast Proxy Re-encryption. Journal of Xidian University, 51(2): 224–238.

Zheng D, 2024, Application of Blockchain Technology in Data Storage and Sharing. Journal of Guiyang University (Natural Sciences Edition), 19(1): 69–73 + 94.

Wang YL, Lu XQ, Zhang XY, 2024, Logical Rationale, Practical Dilemmas and Practical Paths of Big Data Empowering College Counselors’ Work. Western China Quality Education, 10(5): 136–140.

Wu Y, 2024, Constructing a Mediated Community: Community Governance Based on the Technical System of Intelligent Society. Southeast Communication, 2024(6): 53–58.

Zhou WH, Dai LX, Wu YF, et al., 2024, Progress and Prospect of the Construction of Local Data Policy System in China. Information Studies: Theory & Application, 47(8): 201–210.

Bi FR, 2024, Integrated Application of Big Data in Ecological and Cultural Management and Economic Development. China Management Informationization, 27(9): 157–160.

Zhan MX, Wang SQ, Fan SS, 2024, Research on the Matrix Relationship of Business Environment Influencing Factors under the Background of Big Data. Technology Wind, 2024(16): 142–144.

Su W, Yu S, Zhuo CY, 2024, Research on the Theme Evolution and Identification of China’s Data Element Policies. Library and Information Service, 68(16): 90–103.

Yao YF, Xu ZZ, 2024, Differences in Attention Allocation and Internal Logic of Local Government Data Governance—From the Perspective of “Priority” between Development and Security. E-government, 2024(3): 68–80.

Zhang WX, Chen LS, Shen TJ, et al., 2024, New Security, Intelligence and Network Content Ecosystem Governance—A Panoramic Academic Scan of China’s Network Governance Research in 2023. Modern Audio-Visual, 2024(3): 34–47.

Cai YF, 2024, Application and Challenges of Intelligent Technology in Metal Smelting. World Nonferrous Metals, 2024(12): 40–42.

Shao HF, Wang H, 2024, Research on the Innovation of Social Assistance Service Model of “Weak Groups Supported by All” from the Perspective of Big Data. Western Journal, 2024(4): 42–45.

Ji Y, Sun JM, Xia T, et al., 2024, Research on Customs Data Security Mechanism Based on Multi-level Data Collaborative Application. China Port Science and Technology, 6(5): 27–34.

Wu SW, Meng JW, Wei S, 2024, Control or Integration: How Does Technology Governance Affect Government Performance? E-government, 2024(8): 54–67.

Cheng XX, 2024, Application and Challenges of Big Data in Cost Management. Business Observer, 10(15): 57–60.

Jiang ZX, 2024, Research on Enterprise Information System Integration and Security Mechanism Construction Based on Cloud Computing. Information Recording Materials, 25(2): 51–53.

Jiang M, Yuan YN, Liu XH, et al., 2024, Consideration and Establishment of an Applicability Evaluation Framework for Real-world External Control Arm Studies of Antineoplastic Drugs Based on Electronic Medical Records. Chinese Journal of Hospital Pharmacy, .44(12): 1457–1462.

Wang JY, 2024, Research on the Construction of Digital Archive Resource Integration and Service Mechanism. Office Practice, 2024(5): 18–20.

Li R, Li P, Hou RG, et al., 2024, Construction of a Digital-analog Integrated Platform for Intelligent Upgrading of Beijing-Shanghai High-speed Railway. Chinese Railways, 2024(5): 33–40.

Chang ZJ, Zhang ZX, Qian L, et al., 2024, Research and Application Practice of the Technical System of Scientific and Technological Intelligence Smart Data Governance. Information Studies: Theory & Application, 47(1): 22–29.

Kang J, Su CY, 2024, Strategic Choice and Governance Objectives of Enterprise Data Business. Journal of Beijing University of Posts and Telecommunications (Social Sciences Edition), 26(2): 27–38.

Li YQ, 2024, Research on the Integration and Optimization of University Library and Information Resources under the Digital Background. Paper Making Equipment and Materials, 53(5): 173–175.

Zhang DY, 2024, Research on Land Spatial Data Governance Practice under the Background of Digital Transformation. Geospatial Information, 22(9): 112–116.

Wang LL, Chen DW, Yao CD, 2024, Application Strategy of Whole-process Informatization in Electric Power Planning and Design. Electrical Technology and Economy, 2024(1): 287–290.

Zhou QS, Liu H, Huang YT, et al., 2024, Construction of Elements and Path Focus of Government Hotline Data Empowerment Mechanism from the Perspective of AIOps. Archives Science Communication, 2024(4): 53–61.

Zhang XH, Xiao L, 2024, Digital Transformation Empowering the Emergence of New Quality Productive Forces: Logical Framework, Existing Problems and Optimization Strategies. Academics, 2024(1): 73–85.

Liang HQ, 2024, Research on Long-term Preservation Strategy and Data Management Plan Formulation of Digital Humanities Project Data. Shanxi Archives, 2024(5): 117–120.

Li LW, 2024, Research on Problems and Countermeasures in the Maintenance and Management of Building Fire Protection Facilities. Urban Construction Theory Research (Electronic Edition), 2024(7): 43–45.

Yu HX, 2024, Research on the Co-construction Mode of Digital Government Archive Resources Based on Stakeholder Theory. Shanxi Archives, 2024(2): 73–76.

Shen LH, 2024, Discussion on Data Integrity in Pharmaceutical Chromatographic Testing. Shanghai Medical & Pharmaceutical Journal, 45(3): 59–63.

Wang J, 2024, Logic, Risks and Mitigation Paths of Archive Data Security Governance from the Perspective of Technology Governance. Mechanical & Electrical Boat Archives, 2024(2): 13–15.

Li XT, 2024, Era Connotation, Value Implication and Realization Path of Data Governance under the Background of Digital China. Information and Communications Technology and Policy, 50(9): 15–21.

Qi JF, Liu HR, Feng XY, et al., 2024, Design and Implementation of Data Integration Governance Platform Based on Data Standardization System. Electronic Components and Information Technology, 8(7): 108–111.

Tian J, 2024, Innovating Data Governance Model and Moving towards the Digital Era. Software and Integrated Circuit, 2024(8): 40–43.

Liu ZG, Li XY, Qiao LM, et al., 2024, Research on the Big Data Governance Model Analysis Method for Urban Disaster Risk Response Supported by Cases. Journal of the China Society for Scientific and Technical Information, 43(6): 672–684.