[1] 王海杰, 王开阳. 数据要素驱动新质生产力发展的机制、挑战与应对措施[J]. 中国流通经济, 2025, 39(1): 3-13. (WANG H J, WANG K Y. The mechanism and challenges in data elements driving the development of new quality productive forces and the countermeasures for that[J]. China business and market, 2025, 39(1): 3-13.)
[2] 国家数据局. 数据领域常用名词解释(第一批)[EB/OL]. [2026-01-06]. https://www.nda.gov.cn/sjj/zwgk/zcfb/1230/20241230160715745237413_pc.html. (National data administration. Common terminology in the field of data (first batch)[EB/OL]. [2026-01-06]. https://www.nda. gov.cn/sjj/zwgk/zcfb/1230/20241230160715745237413_pc.html.)
[3] 李海舰, 赵丽. 数据成为生产要素: 特征、机制与价值形态演进[J]. 上海经济研究, 2021(8): 48-59. (LI H J, ZHAO L. Data becomes a factor of production: characteristics, mechanisms, and the evolution of value form[J]. Shanghai journal of economics, 2021(8): 48-59.)
[4] 刘银喜, 吴京阳, 任梅. 数据要素乘数效应运行机理与实现路径[J]. 科技进步与对策, 2025, 42(17): 23-32. (LIU Y X, WU J Y, REN M. The operational mechanism and implementation pathways of the multiplier effect of data elements[J]. Science & technology progress and policy, 2025, 42(17): 23-32.)
[5] 陈伟光, 韩雪莹, 明元鹏. 数据要素与数据治理:基于新质生产力与新型生产关系的理论思考[J]. 学术研究, 2025(5): 97-106. (CHEN W G, HAN X Y, MING Y P. Based on new quality productive forces and new production relations[J]. Academic research, 2025(5): 97-106.)
[6] 刘桂锋, 吴雅琪, 韩牧哲, 等. 我国数据要素研究进展:内涵阐释、运行机理、治理体系与实践应用[J]. 图书情报工作, 2024, 68(23): 139-152. (LIU G F, WU Y Q, HAN M Z, et al. Data element research in China: connotation interpretation, operation mechanism, governance system and practical application[J]. Library and information service, 2024, 68(23): 139-152.)
[7] 马费成, 吴逸姝, 卢慧质. 数据要素价值实现路径研究[J]. 信息资源管理学报, 2023, 13(2): 4-11. (MA F C, WU Y S, LU H Z. Research on the path to realize the value of data elements[J]. Journal of information resources management, 2023, 13(2): 4-11.)
[8] 栾信海, 党敬申. 医疗健康数据要素价值的实现路径及应用场景探索[J]. 数字经济, 2024(7): 50-54. (LUAN X H, DANG J S. Exploration on the realization path and application scenarios of the value of medical and health data elements[J]. Digital economy, 2024(7): 50-54.)
[9] 丁遒劲, 曾建勋. 地方志数据要素价值形成与实现路径研究[J]. 信息资源管理学报, 2025, 15(3): 49-59. (DING Q J, ZENG J X. Unlocking the value of local chronicle data elements: from formation to realization[J]. Journal of information resources management, 2025, 15(3): 49-59.)
[10] 刘春艳, 齐雪晨, 马海群. 公共数据影响区域数据要素市场发展的组态路径研究——以我国东部22个城市为例[J]. 情报理论与实践, 2025, 48(10): 101-110, 139. (LIU C Y, QI X C, MA H Q. Research on the configuration path of public data affecting the development of regional data element market: taking 22 cities in Eastern China as examples[J]. Information studies: theory & application, 2025, 48(10): 101-110, 139.)
[11] 马费成, 孙玉姣, 熊思玥, 等. 三大数据资产化路径探析[J]. 信息资源管理学报, 2024, 14(5): 4-13. (MA F C, SUN Y J, XIONG S Y, et al. An exploration of the data assetization paths for the three major types of data[J]. Journal of information resources management, 2024, 14(5): 4-13.)
[12] 颜赫隆, 刘江峰, 王子怡, 等. 数字经济时代的数据要素流通政策:构成要素、理论框架、实践路径[J]. 信息资源管理学报, 2025, 15(3): 76-92. (YAN H L, LIU J F, WANG Z Y, et al. Data factor circulation policy in the digital economy era: constitutive elements, theoretical framework, and practical path[J]. Journal of information resources management, 2025, 15(3): 76-92.)
[13] 王宗水, 赵红. 数据要素驱动的科技文献乘数效应:实现路径与风险防范[J]. 图书馆, 2025(5): 41-47. (WANG Z S, ZHAO H. Multiplier effect of scientific literature driven by data elements: realization path and risk prevention[J]. Library, 2025(5): 41-47.)
[14] 孙建军, 巴志超, 夏义堃. 数据要素市场体系建构与价值实现路径探索[J]. 情报学报, 2024, 43(1): 1-9. (SUN J J, BA Z C, XIA Y K. System construction and value realization paths of data factor markets[J]. Journal of the China Society for Scientific and Technical Information, 2024, 43(1): 1-9.)
[15] 孙静, 张通, 王建冬. 文化遗产数据要素化的五阶段理论模型探索[J]. 信息资源管理学报, 2025, 15(3): 37-48. (SUN J, ZHANG T, WANG J D. Exploration of the five-stage theoretical model of data elementization of cultural heritage[J]. Journal of information resources management, 2025, 15(3): 37-48.)
[16] 李颖, 曹羽飞. 从数据资源到数据资产的飞跃:信息资源管理学科的进路与前瞻[J]. 信息资源管理学报, 2025, 15(3): 11-19. (LI Y, CAO Y F. The leap from data resources to data asset: path and prospects for the information resources management discipline[J]. Journal of information resources management, 2025, 15(3): 11-19.)
[17] 奉国和, 彭凯林. 我国数据要素政策文本的多维分析[J]. 图书馆论坛, 2025, 45(2): 92-100. (FENG G H, PENG K L. Multidimensional analysis of China’s data element policy texts[J]. Library tribune, 2025, 45(2): 92-100.)
[18] 苏婉, 于森, 禚传阳. 我国数据要素政策主题演化与识别分析[J]. 图书情报工作, 2024, 68(16): 90-103. (SU W, YU S, ZHUO C Y. Analysis of the evolution and identification of topics in China’s data element policies[J]. Library and information service, 2024, 68(16): 90-103.)
[19] 赵需要, 姬祥飞, 张杰妮. 政策工具视角下数据要素市场政策文本的结构特征与优化路径[J]. 信息资源管理学报, 2024, 14(6): 73-84. (ZHAO X Y, JI X F, ZHANG J N. Structural characteristics and optimization paths of data element market policy text from the perspective of policy instruments[J]. Journal of information resources management, 2024, 14(6): 73-84.)
[20] 岳晓旭, 张立立, 邱均平, 等. 推动数据要素向新质生产力转化的政策逻辑探究——基于政策文本的分析[J]. 现代情报, 2024, 44(11): 27-36. (YUE X X, ZHANG L L, QIU J P, et al. Exploration of policy logic for the transformation of data elements into new quality productive forces: an analysis on policy documents[J]. Journal of modern information, 2024, 44(11): 27-36.)
[21] 王文韬, 张子一, 钱鹏博, 等. 三维框架下我国数据要素政策量化研究[J]. 情报理论与实践, 2024, 47(10): 32-40, 117. (WANG W T, ZHANG Z Y, QIAN P B, et al. Quantification research on China’s data elements policy under a 3D framework[J]. Information studies: theory & application, 2024, 47(10): 32-40, 117.)
[22] 张军荣, 刘忠学. 我国数据分类分级政策内容分析与优化路径[J/OL]. 图书馆建设, 1-20[2026-01-06]. http://kns.cnki.net/kcms/detail/23.1331.g2.20250218.1011.004.html. (ZHANG J R, LIU Z X. Content analysis and optimization path of data classification and grading policy in China[J/OL]. Library development, 1-20[2026-01-06]. http://kns.cnki.net/kcms/detail/23.1331.g2.20250218.1011.004.html.)
[23] 文禹衡, 付张祎. 基于计量分析的我国数据确权政策与科研协同研究[J]. 现代情报, 2022, 42(10): 58-70. (WEN Y H, FU Z Y. Research on data right confirmation policy and scientific research collaboration in China based on measurement analysis[J]. Journal of modern information, 2022, 42(10): 58-70.)
[24] 张涛, 张博雅, 马海群. 我国央地政府数据安全政策扩散特征及主题转移研究[J]. 情报理论与实践, 2025, 48(5): 118-127, 137. (ZHANG T, ZHANG B Y, MA H Q. Research on the diffusion characteristics and topic transfer of data security policies of China’s central and local governments[J]. Information studies: theory & application, 2025, 48(5): 118-127, 137.)
[25] 陶成煦, 吴江, 税典程, 等. 取向与趋向:数据要素交易政策主题挖掘与演化研究[J]. 情报理论与实践, 2024, 47(6): 39-48. (TAO C X, WU J, SHUI D C, et al. Orientation and trend: research on topic mining and evolution of data element trading policy[J]. Information studies: theory & application, 2024, 47(6): 39-48.)
[26] 刘川意, 颜亮, 吴德林, 等. 全球数据生产要素可信流通政策与实践[J]. 信息安全研究, 2024, 10(9): 877-884. (LIU C Y, YAN L, WU D L, et al. Circulation policy and practice of global data elements[J]. Journal of information security research, 2024, 10(9): 877-884.)
[27] 苏新春, 刘锐. 皮书的语言使用调查[C]//教育部语言文字管理司:语言生活皮书——中国语言生活状况报告(2015). 北京: 商务印书馆, 2015: 190-199. (SU X C, LIU R. A survey of language use in leather books [C]//Ministry of education language and script administration: Language life leather books - report on language life in China (2015). Beijing: The Commercial Press, 2015: 190-199.)
[28] 赵治纲. 数据资产金融化:中国实践与展望[J]. 财会月刊, 2025, 46(4): 33-38. (ZHAO Z G. Data asset financialization: practice and prospect in China[J]. Finance and accounting monthly, 2025, 46(4): 33-38.)
[29] 吴江, 陶成煦. 激活数据要素赋能千行万业——《“数据要素×” 三年行动计划(2024—2026年)》政策解读[J]. 情报理论与实践, 2024, 47(3): 16-19. (WU J, TAO C X. Activating data elements empowers thousands of businesses: policy interpretation of “the data elements×three-year action plan(2024-2026) ”[J]. Information studies: theory & application, 2024, 47(3): 16-19.)
[30] 全国人民代表大会. 国务院机构改革方案[EB/OL]. [2026-01-06]. https://www.gov.cn/gongbao/content/2023/content_5748649.htm. (The National People’s Congress of the People’s Republic of China. Institutional reform plan of the state council of the people’s republic of China [EB/OL]. [2026-01-06]. https://www.gov.cn/gongbao/content/2023/content_5748649.htm.)
[31] FAROUKHI A Z, ALAOUI I E, GAHI Y, et al. Big data monetization throughout big data value chain: a comprehensive review[EB/OL]. [2026-01-20]. https://link.springer.com/article/10.1186/s40537-019-0281-5.
[32] 耿瑞利, 孙瑜, 杨瑞仙, 等. 信息生态视角下数据要素价值化驱动因素及发展路径研究[J]. 现代情报, 2025, 45(3): 65-76, 102. (GENG R L, SUN Y, YANG R X, et al. Study on the driving factors and development paths of data elements value creation from the perspective of information ecology[J]. Journal of modern information, 2025, 45(3): 65-76, 102.)
[33] 王雪, 夏义堃, 裴雷. 国内外数据要素市场研究进展:系统性文献综述[J]. 图书情报知识, 2023, 40(6): 117-128. (WANG X, XIA Y K, PEI L. Research progress in data element markets at home and abroad: a systematic literature[J]. Review documentation, information & knowledge, 2023, 40(6): 117-128.)
[34] 许幸荣, 刘晓倩, 杨杉, 等. 面向绿色低碳的数据要素价值释放路径及应用建议[J]. 信息通信技术, 2025, 19(4): 41-47. (XU X R, LIU X Q, YANG S, et al. The value release path and application suggestions of data elements in the green and low-carbon field[J]. Information and communications technologies, 2025, 19(4): 41-47.)
[35] 于长松, 杨洁艳, 史文祥, 等. 电信运营商数据要素价值释放路径研究及实践[J]. 邮电设计技术, 2025(5): 19-25. (YU C S, YANG J Y, SHI W X, et al. Research and practice on value release path of data elements of telecom operators[J]. Designing techniques of posts and telecommunications, 2025(5): 19-25.)
[36] 潘爱玲, 李广鹏. 数字经济时代企业数据价值释放的路径、挑战与对策[J]. 理论与改革, 2024(4): 163-174. (PAN A L, LI G P. Paths, challenges and countermeasures to unleash the value of enterprise data in the era of digital economy[J]. Theory and reform, 2024(4): 163-174.)
[37] 吴曼青, 洪日昌, 王佐成, 等. 数据要素场技术体系及工程实践[J]. 中国工程科学, 2025, 27(1): 51-62. (WU M Q, HONG R C, WANG Z C, et al. Technology system and engineering practice of data field[J]. Strategic study of CAE, 2025, 27(1): 51-62.)
[38] 贾希, 刘鸿齐, 王崇祥. 政策工具视角下我国地方政府数据要素政策文本的量化分析[J]. 情报探索, 2025(10): 108-113. (JIA X, LIU H Q, WANG C X. Quantitative analysis on policy texts of local government data element in China from the perspective of policy tools[J]. Information research, 2025(10): 108-113.)
[39] 魏巍, 冯翼. 从“资源化”到“资本化”:数据要素价值化的技术经济路径与政策演化[J]. 中国经贸导刊, 2025(19): 14-18. (WEI W, FENG Y. From “resource” to “capitalization”: the technological and economic path and policy evolution of data element valuing[J]. China economic & trade herald, 2025(19): 14-18.)
[40] 宋婧. 中国科学院院士梅宏:数据要素化三大问题值得关注[N]. 中国电子报, 2025-05-13(005). (SONG J. Mei Hong, Academician of the Chinese academy of sciences: three major issues of data elementization deserve attention[N]. China electronic news, 2025-05-13(005).)
[41] 王凌聪. 国外数据要素市场建设的主要动向与展望[J]. 中小企业管理与科技, 2023(11): 50-53. (WANG L C. Main trends and prospects of data element market construction in foreign countries[J]. Management & technology of SME, 2023(11): 50-53.)
[42] 胡晟熙, 朱子旋. 国外数据要素创新应用与治理的经验启示[J]. 数字经济, 2024(8): 66-71. (HU C X, ZHU Z X. Experience and enlightenment of innovative application and governance of foreign data elements[J]. Digital economy, 2024(8): 66-71.)