数据要素市场：性质、影响因素及动力机制
| 书 名： |
数据要素市场：性质、影响因素及动力机制 |
| 英 文 名： |
THE NATURE，INFLUENCING FACTORS，AND DYNAMIC MECHANISMS
|
| 作 者： |
黄朝椿 著 |
| I S B N： |
978-7-5228-3590-7 |
| 丛 书 名： |
|
| 关 键 词： |
数据管理 数据要素市场 企业数据 高质量数据 |
| 出版时间： |
2024年06月 |
中文摘要
从市场性质看，数据要素市场是一个“饥饿市场”。一方面，高质量数据具有稀缺性；另一方面，基于买方信息占优的假设，如果任由市场机制作用，将会引发供给侧引致的市场失灵。
从影响因素看，数据要素市场是一个“复杂市场”。数据要素包含“事实主体”和“记录主体”，具有“一般权利”和“特殊权利”，受物理、事理、人理因素的综合影响。
从发展前景看，数据要素市场是一个“新兴市场”。数据要素市场将经历公共数据占比大、企业数据占比大、个人数据占比大的阶段，企业数据的大量生成将为数据要素市场的发展带来重大机遇。
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CommonID:DIR_72967490,ID:15918139,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734857,name:第1章 数据是数字时代的新型生产要素,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文讨论了农业社会、工业社会、数字社会的演进规律，进而阐释数据成为新型生产要素、各国抢占数字经济高地的现实逻辑和战略考量。通过分析数据要素市场的现状，加深对要加快数据要素市场建设这一课题时代背景、现实意义的理解。,AbstractEN:,KeyWords:560793,116765,697965,30300,592623,EKeyWords:561812,398305,643536,183008,592625,SubjectWords:,LiteratureId:15918138,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_001,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:51.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:1,ShowType:putong,LogoID:0,PdfID:15918140,DownCount:1,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据是数字时代的新型生产要素,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据是数字时代的新型生产要素,_RowNo:6
CommonID:DIR_72967524,ID:15918142,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734858,name:第2章 数据、数据要素及数据要素市场,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文主要讨论数据、数据要素、数据要素市场三个基本概念，以及三个概念各自的特征。按照马克思主义生产要素理论，基于数据、数据要素的物质形态和经济技术特征，探讨数据作为新型生产要素的形成发展过程及其在社会生产中的作用，阐释数据要素市场作为新型市场相比其他要素市场在理论上的不同、在实践上的差异。,AbstractEN:,KeyWords:3743,560793,576229,601665,697966,EKeyWords:32345,561812,619869,697967,697968,SubjectWords:,LiteratureId:15918141,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_002,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:51.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:2,ShowType:putong,LogoID:0,PdfID:15918143,DownCount:1,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据、数据要素及数据要素市场,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据、数据要素及数据要素市场,_RowNo:7
CommonID:DIR_72967552,ID:15918145,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734859,name:第3章 供给侧引致的市场失灵,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文研究数据要素市场的性质。根据市场信息理论，从买卖双方占有市场信息的差异出发，提出信息视窗模型，并分析讨论不同类型市场的特点。在此基础上，运用博弈论基本原理，讨论不同信息条件下的市场均衡问题。最后，运用经济学基本原理，通过供求曲线的分析，论证数据要素市场属于买方信息占优市场的假说。,AbstractEN:,KeyWords:325373,60373,219552,697969,EKeyWords:380127,51666,219553,697970,SubjectWords:,LiteratureId:15918144,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_003,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:51.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:0,ShowType:putong,LogoID:0,PdfID:15918146,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:供给侧引致的市场失灵,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:供给侧引致的市场失灵,_RowNo:8
CommonID:DIR_72967585,ID:15918148,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734860,name:第4章 数据要素市场供求模型,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文通过理论抽象，基于数据及数据要素的经济技术特征和数据要素市场的特殊性、复杂性，综合考虑数据要素市场的信息不对称问题，建立一个简洁规范的数据市场供求函数。通过函数求解结果，分析数据要素市场上高质量数据供给情况，验证数据要素市场属于市场信息买方占优、供给侧引致市场失灵的基本结论，从而深化对数据要素市场性质的认识。,AbstractEN:,KeyWords:697971,697972,100060,EKeyWords:697973,697974,354041,SubjectWords:,LiteratureId:15918147,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_004,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:51.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:3,ShowType:putong,LogoID:0,PdfID:15918149,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据要素市场供求模型,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据要素市场供求模型,_RowNo:9
CommonID:DIR_72967598,ID:15918151,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734861,name:第5章 数据要素市场的影响因素,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文深入研究影响数据要素市场发展的具体因素。首先，运用扎根理论，通过文献调研、实地调研和委托调研等多种方式，归纳数据要素市场的影响因素。其次，基于WSR系统方法论，按照物理（W）、事理（S）、人理（R）“三位一体”的系统方法，对影响数据要素市场的因素进行归类分析和理论抽样。最后，通过提炼总结，建立数据要素市场发展的影响因素理论模型。,AbstractEN:,KeyWords:576229,697975,697976,697977,EKeyWords:619869,697978,697979,697980,SubjectWords:,LiteratureId:15918150,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_005,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:51.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:1,ShowType:putong,LogoID:0,PdfID:15918152,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据要素市场的影响因素,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据要素市场的影响因素,_RowNo:10
CommonID:DIR_72967633,ID:15918154,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734862,name:第6章 数据要素市场影响因素实证研究,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文对数据要素市场的影响因素进行实证分析。根据扎根理论生成的42个核心变量，设计李克特量表，通过理论抽样选定调查样本，并开展电子问卷调查。根据调查问卷所得数据，分别对WSR三个维度内部影响因素变量进行主成分分析，提取影响各个维度的主成分因子，同时针对各个维度分别计算因子综合得分。运用验证性因素分析法，探究物理、事理、人理三个维度对于数据要素市场的影响因素系数。,AbstractEN:,KeyWords:576229,697981,697982,697983,41338,EKeyWords:619869,697984,697985,697986,24642,SubjectWords:,LiteratureId:15918153,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_006,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:52.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:1,ShowType:putong,LogoID:0,PdfID:15918155,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据要素市场影响因素实证研究,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据要素市场影响因素实证研究,_RowNo:11
CommonID:DIR_72967648,ID:15918157,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734863,name:第7章 数据要素市场WSR系统动力学模型,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文根据WSR系统方法论的基本原理和实践原则，按照物理、事理、人理3个维度，对数据要素市场发展的影响因素及动力机制进行系统分析，并结合内生增长理论，建立我国数据要素市场发展与经济增长的系统动力学模型，对数据要素市场发展的动力学机制进行仿真模拟，进一步探析市场发展的关键影响因素及其作用机制，提出有效促进数据要素市场发展与经济增长的政策投入方案和建议。,AbstractEN:,KeyWords:697987,8905,30618,128727,5194,EKeyWords:697988,26819,31762,127474,5295,SubjectWords:,LiteratureId:15918156,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_007,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:52.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:1,ShowType:putong,LogoID:0,PdfID:15918158,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据要素市场WSR系统动力学模型,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据要素市场WSR系统动力学模型,_RowNo:12
CommonID:DIR_72967669,ID:15918160,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734864,name:第8章 数据要素市场机制设计,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文研究数据要素市场运行机制。根据Roth等人提出的市场设计理论，基于前述对于数据要素市场的性质、供求关系、影响因素、动机机制的理论和实证研究结论，针对制约数据要素市场发展的核心问题、主要因素和关键环节，对于政府和市场在数据要素市场中的作用进行了分析。在此基础上，提出数据要素市场机制设计思路和政府职能作用的重点，以及促进数据要素市场繁荣发展的建设性建议。,AbstractEN:,KeyWords:576229,29219,697989,697990,697991,EKeyWords:619869,29221,697992,697993,145027,SubjectWords:,LiteratureId:15918159,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_008,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:52.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:2,ShowType:putong,LogoID:0,PdfID:15918161,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据要素市场机制设计,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据要素市场机制设计,_RowNo:13
CommonID:DIR_72967711,ID:15918163,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734865,name:第9章 更好发挥政府在市场建设中的作用,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文根据前述数据要素市场的特点，基于市场设计理论的基本结论，围绕实现有效市场和有为政府的有机结合，从政策制度、市场供给、价格机制、入场交易、市场模式、市场建设等方面进行政策分析，并据此提出相应的政策建议，目的是既要避免“市场失灵”又要防止“政府失灵”，通过科学的制度设计，培育形成一个有效率的数据要素市场。,AbstractEN:,KeyWords:75198,183143,369440,91005,145026,EKeyWords:99018,697994,371513,69473,145027,SubjectWords:,LiteratureId:15918162,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_009,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:52.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:1,ShowType:putong,LogoID:0,PdfID:15918164,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:更好发挥政府在市场建设中的作用,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:更好发挥政府在市场建设中的作用,_RowNo:14
CommonID:DIR_72967763,ID:15918166,SiteID:14,Type:chapter,Code:null,ParentId:0,InnerCode:734866,name:第10章 数据要素市场的未来,ShortName:,SubName:,EnTitle:,EnShortTitle:,EnSubTitle:,Level:0,BookId:15918123,AbstractCH:本文对数据要素市场主要研究成果进行概要性总结，进一步提出发展数据要素市场的建议，给出未来的研究展望。,AbstractEN:,KeyWords:576229,671843,697995,2667,402111,EKeyWords:619869,676929,357980,2668,404011,SubjectWords:,LiteratureId:15918165,Fileref:null,OrderFlag:0,IsLeaf:N,PubDate:null,FindDate:null,IssueDate:null,DocType:null,ProductSeries:null,Doi:null,InstanceID:0,MinNodeSearch:Y,XmlID:b120240601X20235745001_000_010,Prop1:null,Prop2:null,Prop3:null,prop4:null,AddUser:admin,AddTime:2024-07-11 15:21:52.0,ModifyUser:null,ModifyTime:2025-05-08 09:17:09.0,HitCount:0,ShowType:putong,LogoID:0,PdfID:15918167,DownCount:0,AuthorInfos:,BookPublishDate:2024-06-01 00:00:00.0,SearchTitle:数据要素市场的未来,ISBN:978-7-5228-3590-7,BookTitle:数据要素市场：性质、影响因素及动力机制,BookStatus:7,AllowDownload:Y,BookVersionNum:,researchorg:,CopyRightDate:null,ExcellentPeriod:,PrizeLevel:,IsExcellence:N,ContentClass:,IsDisabled:N,SearchTitle_2:数据要素市场的未来,_RowNo:15
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