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數(shù)據(jù)要素×：原理、思路與案例分析 
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本書以深入剖析“數(shù)據(jù)要素×”的內(nèi)涵、特點(diǎn)和實(shí)現(xiàn)路徑為核心，從基礎(chǔ)理論和領(lǐng)域?qū)嵺`兩個(gè)維度構(gòu)建系統(tǒng)性分析框架。在基礎(chǔ)理論部分，詳細(xì)呈現(xiàn)了數(shù)據(jù)要素的特點(diǎn)特征、作用機(jī)制和應(yīng)用模式，并重點(diǎn)探討了其與新質(zhì)生產(chǎn)力、數(shù)字經(jīng)濟(jì)、經(jīng)濟(jì)社會(huì)發(fā)展等重大戰(zhàn)略間的緊密關(guān)系。在領(lǐng)域?qū)嵺`部分，對(duì)數(shù)據(jù)要素的應(yīng)用現(xiàn)狀和當(dāng)前難點(diǎn)問題加以深入分析，結(jié)合行業(yè)實(shí)踐具體案例，詳細(xì)分析數(shù)據(jù)要素與具體行業(yè)領(lǐng)域乘數(shù)效應(yīng)發(fā)揮的背景環(huán)境、運(yùn)行情況、成效研究，通過“數(shù)據(jù)要素×”在 12 個(gè)行業(yè)領(lǐng)域的應(yīng)用案例，展現(xiàn)其實(shí)際運(yùn)作模式和取得的顯著效果。 本書可作為企事業(yè)單位管理人員、數(shù)據(jù)資產(chǎn)和數(shù)據(jù)要素從業(yè)者、財(cái)務(wù)會(huì)計(jì)人員、大數(shù)據(jù)從業(yè)人員的培訓(xùn)教材，也可作為高等學(xué)校大數(shù)據(jù)科學(xué)、大數(shù)據(jù)技術(shù)、大數(shù)據(jù)管理與應(yīng)用、企業(yè)管理等相關(guān)專業(yè)的配套教材。
王鵬
---------------------------- 王鵬，副研究員，北京市社會(huì)科學(xué)院管理研究所，大數(shù)據(jù)業(yè)務(wù)分析師，數(shù)據(jù)資產(chǎn)評(píng)估師，主持多項(xiàng)國家社科基金，多項(xiàng)成果獲中央領(lǐng)導(dǎo)批示，參與國家發(fā)展改革委公共數(shù)據(jù)白皮書撰寫工作，參與北京市數(shù)據(jù)要素改革、數(shù)據(jù)要素試點(diǎn)相關(guān)工作，多次為數(shù)據(jù)要素主題進(jìn)行課程授課。
第1章 “數(shù)據(jù)要素×”的原理和思路 ......................................................................... 1
1.1 “數(shù)據(jù)要素×”的發(fā)展現(xiàn)狀與挑戰(zhàn) ............................................................... 2
1.1.1 “數(shù)據(jù)要素×”頂層設(shè)計(jì)初步建立 .............................................................. 2
1.1.2 “數(shù)據(jù)要素×”落地實(shí)施的組織管理架構(gòu) .................................................. 3
1.1.3 “數(shù)據(jù)要素×”當(dāng)前的發(fā)展環(huán)境 .................................................................. 4
1.1.4 數(shù)據(jù)交易所及其生態(tài)構(gòu)建.............................................................................. 5
1.1.5 “數(shù)據(jù)要素×”發(fā)展面臨的挑戰(zhàn) .................................................................. 7
1.2 “數(shù)據(jù)要素×”的理論基礎(chǔ) .......................................................................... 10
1.2.1 “數(shù)據(jù)要素×”與數(shù)據(jù)市場(chǎng)改革 ................................................................ 10
1.2.2 “數(shù)據(jù)要素×”與數(shù)字經(jīng)濟(jì) ........................................................................ 12
1.2.3 “數(shù)據(jù)要素×”與未來高質(zhì)量發(fā)展 ............................................................ 13
1.2.4 “數(shù)據(jù)要素×”與新質(zhì)生產(chǎn)力 .................................................................... 14
1.2.5 “數(shù)據(jù)要素×”與經(jīng)濟(jì)社會(huì)發(fā)展 ................................................................ 16
1.3 “數(shù)據(jù)要素×”的研究思路 .......................................................................... 17
1.4 本章小結(jié) ............................................................................................................... 18
第2章 數(shù)據(jù)要素×工業(yè)制造 ......................................................................................... 19
2.1 工業(yè)制造發(fā)展情況與政策介紹 ...................................................................... 20
2.1.1 工業(yè)制造的定義 ........................................................................................... 20
2.1.2 我國工業(yè)制造發(fā)展情況 ............................................................................... 20
2.1.3 工業(yè)制造相關(guān)政策梳理 ............................................................................... 21
2.2 工業(yè)制造目前發(fā)展難點(diǎn) .................................................................................... 23
2.2.1 宏觀層面發(fā)展難點(diǎn) ....................................................................................... 23
2.2.2 微觀層面發(fā)展難點(diǎn) ....................................................................................... 25
2.3 數(shù)據(jù)要素賦能工業(yè)制造 .................................................................................... 25
2.3 具體案例展示 ...................................................................................................... 27
2.4 本章小結(jié) ............................................................................................................... 31
第3章 數(shù)據(jù)要素×現(xiàn)代農(nóng)業(yè) ......................................................................................... 33
3.1 現(xiàn)代農(nóng)業(yè)發(fā)展情況與政策介紹 ...................................................................... 34
3.1.1 現(xiàn)代農(nóng)業(yè)發(fā)展情況 ....................................................................................... 34
3.1.2 現(xiàn)代企業(yè)政策介紹 ....................................................................................... 36
3.2 現(xiàn)代農(nóng)業(yè)目前發(fā)展難點(diǎn) .................................................................................... 38
3.2.1 農(nóng)業(yè)生產(chǎn)體系發(fā)展難點(diǎn) ............................................................................... 38
3.2.2 農(nóng)業(yè)經(jīng)營體系發(fā)展難點(diǎn) ............................................................................... 39
3.3 數(shù)據(jù)要素賦能現(xiàn)代農(nóng)業(yè) .................................................................................... 40
3.3.1 數(shù)據(jù)要素賦能農(nóng)業(yè)生產(chǎn)體系 ........................................................................ 40
3.3.2 數(shù)據(jù)要素賦能農(nóng)業(yè)經(jīng)營體系 ........................................................................ 41
3.4 具體案例展示 ...................................................................................................... 42
3.5 本章小結(jié) ............................................................................................................... 48
第4章 數(shù)據(jù)要素×商貿(mào)流通 ......................................................................................... 49
4.1 商貿(mào)流通發(fā)展情況與政策介紹 ...................................................................... 50
4.2 商貿(mào)流通目前發(fā)展難點(diǎn) .................................................................................... 52
4.3 數(shù)據(jù)要素賦能商貿(mào)流通 .................................................................................... 53
4.4 具體案例展示 ...................................................................................................... 55
4.5 本章小結(jié) ............................................................................................................... 60
第5章 數(shù)據(jù)要素×交通運(yùn)輸 ......................................................................................... 63
5.1 交通運(yùn)輸發(fā)展情況與政策介紹 ...................................................................... 64
5.1.1 交通運(yùn)輸發(fā)展概述 ....................................................................................... 64
5.1.2 交通運(yùn)輸政策介紹 ....................................................................................... 65
5.2 交通運(yùn)輸目前發(fā)展難點(diǎn) .................................................................................... 67
5.2.1 宏觀層面發(fā)展難點(diǎn) ....................................................................................... 67
5.2.2 微觀層面發(fā)展難點(diǎn) ....................................................................................... 68
5.3 數(shù)字要素賦能交通運(yùn)輸 .................................................................................... 70
5.3.1 宏觀層面發(fā)展難點(diǎn)的數(shù)字要素解決方案 .................................................... 71
5.3.2 微觀層面發(fā)展難點(diǎn)的數(shù)字要素解決方案 .................................................... 73
5.4 具體案例展示 ...................................................................................................... 74
5.5 本章小結(jié) ............................................................................................................... 83
第6章 數(shù)據(jù)要素×金融服務(wù) ......................................................................................... 85
6.1 金融服務(wù)發(fā)展情況與政策介紹 ...................................................................... 86
6.1.1 我國金融業(yè)的蓬勃發(fā)展與深刻變革 ............................................................ 86
6.1.2 我國金融業(yè)穩(wěn)健高效發(fā)展的政策展望 ........................................................ 88
6.2 金融服務(wù)目前發(fā)展難點(diǎn) .................................................................................... 89
6.2.1 宏觀層面發(fā)展難點(diǎn) ....................................................................................... 89
6.2.2 微觀層面發(fā)展難點(diǎn) ....................................................................................... 90
6.3 數(shù)據(jù)要素賦能金融服務(wù) .................................................................................... 91
6.3.1 數(shù)據(jù)要素應(yīng)對(duì)消費(fèi)需求收縮與推出個(gè)性化服務(wù) ........................................ 91
6.3.2 數(shù)據(jù)要素強(qiáng)化風(fēng)險(xiǎn)管理與市場(chǎng)穩(wěn)健新路徑 ................................................ 91
6.3.3 數(shù)據(jù)要素加強(qiáng)數(shù)據(jù)加密與多層次防御策略 ................................................ 92
6.3.4 數(shù)據(jù)要素助力基層監(jiān)管與提升市場(chǎng)透明度 ................................................ 93
6.4 具體案例展示 ...................................................................................................... 94
6.5 本章小結(jié) ............................................................................................................. 100
第7章 數(shù)據(jù)要素×科技創(chuàng)新 ....................................................................................... 101
7.1 科技創(chuàng)新發(fā)展情況與政策介紹 .................................................................... 102
7.1.1 科技創(chuàng)新行業(yè)發(fā)展現(xiàn)狀 ............................................................................. 102
7.1.2 科技創(chuàng)新行業(yè)相關(guān)政策和法律法規(guī)介紹 .................................................. 103
7.2 科技創(chuàng)新目前發(fā)展難點(diǎn) .................................................................................. 105
7.3 數(shù)據(jù)要素賦能科技創(chuàng)新 .................................................................................. 106
7.4 具體案例展示 .................................................................................................... 108
7.5 本章小結(jié) ............................................................................................................. 117
第8章 數(shù)據(jù)要素×醫(yī)療健康 ....................................................................................... 119
8.1 醫(yī)療健康發(fā)展情況與政策介紹 .................................................................... 120
8.2 醫(yī)療健康目前發(fā)展難點(diǎn) .................................................................................. 121
8.3 數(shù)據(jù)要素賦能醫(yī)療健康 .................................................................................. 122
8.3.1 數(shù)據(jù)基礎(chǔ)：生物醫(yī)學(xué)大數(shù)據(jù)資源建設(shè)與整合 .......................................... 122
8.3.2 價(jià)值模型：構(gòu)建健康醫(yī)療大數(shù)據(jù)價(jià)值鏈 .................................................. 123
8.3.3 數(shù)據(jù)管理：健康醫(yī)學(xué)科學(xué)數(shù)據(jù)管理平臺(tái)的研究框架 .............................. 123
8.4 具體案例展示 .................................................................................................... 125
8.5 本章小結(jié) ............................................................................................................. 129
第9章 數(shù)據(jù)要素×應(yīng)急管理 ....................................................................................... 131
9.1 應(yīng)急管理發(fā)展情況與政策介紹 .................................................................... 132
9.1.1 我國的應(yīng)急管理體系 ................................................................................. 132
9.1.2 應(yīng)急管理體系政策背景 ............................................................................. 134
9.2 應(yīng)急管理目前發(fā)展難點(diǎn) .................................................................................. 135
9.3 數(shù)據(jù)要素賦能應(yīng)急管理領(lǐng)域 ........................................................................ 136
9.3.1 數(shù)據(jù)要素賦能應(yīng)急管理應(yīng)用場(chǎng)景 .............................................................. 136
9.3.2 數(shù)據(jù)要素完善應(yīng)急管理體系 ...................................................................... 137
9.4 具體案例展示 .................................................................................................... 138
9.5 本章小結(jié) ............................................................................................................. 142
第10章 數(shù)據(jù)要素×氣象服務(wù)..................................................................................... 145
10.1 氣象服務(wù)發(fā)展情況與政策介紹 ................................................................. 146
10.1.1 氣象服務(wù)發(fā)展情況 ................................................................................... 146
10.1.2 氣象服務(wù)政策介紹 ................................................................................... 147
10.2 氣象服務(wù)目前發(fā)展難點(diǎn) ............................................................................... 148
10.3 數(shù)據(jù)要素賦能氣象服務(wù) ............................................................................... 149
10.4 具體案例展示 .................................................................................................. 151
10.5 本章小結(jié) ........................................................................................................... 155
第11章 數(shù)據(jù)要素×城市治理 ..................................................................................... 157
11.1 城市治理發(fā)展情況與政策介紹 .................................................................. 158
11.1.1 城市治理發(fā)展情況 .................................................................................... 158
11.1.2 城市治理政策介紹 .................................................................................... 160
11.2 城市治理目前發(fā)展難點(diǎn) ............................................................................... 161
11.3 數(shù)據(jù)要素賦能城市治理 ............................................................................... 164
11.3.1 數(shù)據(jù)要素是重要資源 ................................................................................ 164
11.3.2 數(shù)據(jù)要素提供數(shù)字化解決方案 ................................................................ 165
11.3.3 數(shù)據(jù)要素實(shí)現(xiàn)數(shù)字化效果 ........................................................................ 167
11.4 具體案例展示 .................................................................................................. 169
11.5 本章小結(jié) ........................................................................................................... 175
第12章 數(shù)據(jù)要素×文化旅游..................................................................................... 177
12.1 文化旅游發(fā)展情況與政策介紹 ................................................................. 178
12.1.1 我國文旅產(chǎn)業(yè)政策總體情況 .................................................................... 178
12.1.2 相關(guān)政策舉例 ........................................................................................... 178
12.2 文化旅游目前發(fā)展難點(diǎn) ............................................................................... 180
12.2.1 宏觀層面發(fā)展難點(diǎn) ................................................................................... 180
12.2.2 微觀層面發(fā)展難點(diǎn) ................................................................................... 181
12.3 數(shù)據(jù)要素賦能文化旅游 ............................................................................... 183
12.3.1 文化旅游中的數(shù)據(jù)要素 ........................................................................... 183
12.3.2 數(shù)字文旅 ................................................................................................... 184
12.4 具體案例展示 .................................................................................................. 185
12.5 本章小結(jié) ........................................................................................................... 190
第13章 數(shù)據(jù)要素×綠色低碳..................................................................................... 193
13.1 綠色低碳的發(fā)展情況與政策介紹 ............................................................. 194
13.1.1 數(shù)據(jù)要素與綠色低碳轉(zhuǎn)型的深度融合 .................................................... 194
13.1.2 數(shù)據(jù)要素驅(qū)動(dòng)下的“雙碳”目標(biāo)政策措施 ............................................ 194
13.1.3 “數(shù)據(jù)要素×綠色低碳”對(duì)技術(shù)跨行業(yè)綠色協(xié)作的融合作用 ............ 195
13.2 綠色低碳目前發(fā)展難點(diǎn) ............................................................................... 196
13.2.1 傳統(tǒng)能源與低碳能源整合的挑戰(zhàn) ............................................................ 196
13.2.2 綠色低碳技術(shù)普及中的不確定性 ............................................................ 197
13.2.3 綠色低碳產(chǎn)業(yè)數(shù)字化轉(zhuǎn)型融資中的挑戰(zhàn) ................................................ 197
13.2.4 數(shù)字化轉(zhuǎn)型的挑戰(zhàn)與綠色消費(fèi)意識(shí)的缺失性 ........................................ 198
13.3 數(shù)字要素賦能綠色低碳 ............................................................................... 198
13.3.1 數(shù)字政府建設(shè)與綠色低碳發(fā)展的協(xié)同路徑 ............................................ 199
13.3.2 數(shù)據(jù)要素賦能與產(chǎn)業(yè)低碳發(fā)展的協(xié)同路徑 ............................................ 199
13.3.3 數(shù)據(jù)要素在社會(huì)層面推動(dòng)綠色低碳轉(zhuǎn)型的效能 .................................... 200
13.4 具體案例展示 .................................................................................................. 201
13.5 本章小結(jié) ........................................................................................................... 206
后記 .......................................................................................................................................... 207
參考文獻(xiàn) ........................................................................................................................
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