1. 复旦大学办公室,上海 200433
2. 复旦大学计算机科学技术学院,上海 200438
3. 上海市数据科学重点实验室,上海 200438
[ "钱海红(1975- ),女,复旦大学研究员,复旦大学办公室主任,主要研究方向为高等教育管理、健康传播、医学人文。" ]
[ "王茂异(1990- ),男,复旦大学助理研究员,主要研究方向为教育信息化、高等教育管理。" ]
[ "熊贇(1980- ),女,复旦大学计算机科学技术学院教授,上海市数据科学重点实验室副主任,主要研究方向为大数据、数据科学、教育数字化。" ]
网络首发:2023-05,
纸质出版:2023-05-15
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钱海红, 王茂异, 熊贇. 高等教育数字化转型的现状与发展研究[J]. 大数据, 2023,9(3):56-70.
Haihong QIAN, Maoyi WANG, Yun XIONG. Digital transformation in higher education:a systematic review[J]. Big data research, 2023, 9(3): 56-70.
钱海红, 王茂异, 熊贇. 高等教育数字化转型的现状与发展研究[J]. 大数据, 2023,9(3):56-70. DOI: 10.11959/j.issn.2096-0271.2023032.
Haihong QIAN, Maoyi WANG, Yun XIONG. Digital transformation in higher education:a systematic review[J]. Big data research, 2023, 9(3): 56-70. DOI: 10.11959/j.issn.2096-0271.2023032.
推进数字化转型成为实现教育高质量发展的关键。基于国内外教育数字化现状的调研,分析了教育数字化转型的核心、发展阶段及其技术。梳理了我国高等教育数字化转型面临的挑战,聚焦教学和管理,从数据、技术、人才等角度提出建议,探索高等教育数字化转型发展解决方案,为促进教育数字化提供参考。
Promoting digital transformation becomes the key to achieving high-quality development of education.Based on the survey of the current situation of education digitalization
the essence
development
and related techniques of education digitalization transformation were analyzed.The challenges faced by the digital transformation of higher education in China were analyzed and suggestions on education and management from the perspectives of data
technology
and talent were presented.The results to explore solution on the digital transformation of higher education can provide reference to promote the digitalization of education.
祝智庭 , 胡姣 . 教育数字化转型的本质探析与研究展望 [J ] . 中国电化教育 , 2022 ( 4 ): 1 - 8 , 25 .
ZHU Z T , HU J . Exploring the essence of digital transformation in education and its research prospects [J ] . China Educational Technology , 2022 ( 4 ): 1 - 8 , 25 .
祝智庭 , 胡姣 . 教育数字化转型的理论框架 [J ] . 中国教育学刊 , 2022 ( 4 ): 41 - 49 .
ZHU Z T , HU J . Theoretical framework of digital transformation of education [J ] . Journal of the Chinese Society of Education , 2022 ( 4 ): 41 - 49 .
FERREIRA M J , SANTOS PEREIRA C , MOREIRA F , et al . Digital transformation at high education:are professors of the South European and South American countries prepared for that? [C ] // Proceedings of 13th International Technology,Education and Development Conference .[S.l.:s.n. ] , 2019 .
陈云龙 , 翟晓磊 . 教育数字化转型的构想与策略 [J ] . 中国电化教育 , 2022 ( 12 ): 101 - 106 .
CHEN Y L , ZHAI X L . The conception and strategy of education digitization transformation [J ] . China Educational Technology , 2022 ( 12 ): 101 - 106 .
王姝莉 , 黄漫婷 , 胡小勇 . 美国、欧盟、德国、法国和俄罗斯教育数字化转型分析 [J ] . 中国教育信息化 , 2022 ( 6 ): 13 - 19 .
WANG S L , HUANG M T , HU X Y . Analysis of digital transformation of education in the United States,European Union,Germany,France,and Russia [J ] . Chinese Journal of ICT in Education , 2022 ( 6 ): 13 - 19 .
杨宗凯 . 建设国家智慧教育平台推动高等教育高质量发展 [J ] . 中国教育信息化 , 2022 ( 4 ).
YANG Z K . Building national smart education platform for high-quality development of higher education in China [J ] . Chinese Journal of ICT in Education , 2022 ( 4 ).
李敏辉 , 李铭 , 曾冰然 , 等 . 后疫情时代发展中国家高等教育数字化转型:内涵、困境与路径 [J ] . 北京工业大学学报(社会科学版) , 2022 , 22 ( 1 ): 35 - 46 .
LI M H , LI M , ZENG B R , et al . Digital transformation of higher education in developing countries in the postepidemic era:connotation,dilemma and path [J ] . Journal of Beijing University of Technology (Social Sciences Edition) , 2022 , 22 ( 1 ): 35 - 46 .
张地珂 , 车伟民 . 欧盟教育数字化转型:政策演进、关键举措及启示研究 [J ] . 国家教育行政学院学报 , 2022 ( 12 ): 64 - 71 .
ZHANG D K , CHE W M . The digital transformation of education in European union:policy evolution,key initiatives and implications [J ] . Journal of National Academy of Education Administration , 2022 ( 12 ): 64 - 71 .
王文礼 , 吴伟伟 . 面向数字时代重置教育和培训:欧盟《数字教育行动计划(2021—2027)》的要点和启示 [J ] . 中国教育信息化 , 2022 ( 4 ): 24 - 34 .
WANG W L , WU W W . Resetting education and training for the digital age:the key points and enlightenment of the EU’s digital education action plan(20212027) [J ] . Chinese Journal of ICT in Education , 2022 ( 4 ): 24 - 34 .
常桐善 . 推进高等教育数字化转型强化治理效能:美国的实践经验及其对中国的启示 [J ] . 中国教育信息化 , 2022 ( 2 ): 13 - 26 .
CHANG T S . Accelerating digital transformation to enhance effectiveness of governance in higher education:the USA’s experience and its implications for China [J ] . Chinese Journal of ICT in Education , 2022 ( 2 ): 13 - 26 .
卢琳 , 王萍 , 罗江华 . 教育数字化全球治理目标、行动领域和举措:《联合国教科文组织教育信息技术研究所中期战略(2022—2025年)》解读 [J ] . 中国教育信息化 , 2022 ( 7 ): 25 - 31 .
LU L , WANG P , LUO J H . Global governance goals,action areas and measures for digitalization in education:interpretation of the UNESCO institute for information technologies in education medium-term strategy 2022-2025 [J ] . Chinese Journal of ICT in Education , 2022 ( 7 ): 25 - 31 .
兰国帅 , 魏家财 , 黄春雨 , 等 . 高等教育数据分析领域的宏观趋势、技术实践和未来场景:美国《EDUCAUSE地平线报告2022(数据分析版)》解读 [J ] . 中国教育信息化 , 2022 ( 10 ): 1830 .
LAN G S , WEI J C , HUANG C Y , et al . Digital transformation in the field of higher education data and analytics:macro trends,technical practices and future scenarios:interpretation of US 2022 EDUCAUSE horizon report,data and analytics edition [J ] . Chinese Journal of ICT in Education , 2022 ( 10 ): 18 - 30 .
祝智庭 , 胡姣 . 教育数字化转型的实践逻辑与发展机遇 [J ] . 电化教育研究 , 2022 , 43 ( 1 ): 5 - 15 .
ZHU Z T , HU J . The logic of practice and opportunities for digital transformation in education [J ] . E-education Research , 2022 , 43 ( 1 ): 5 - 15 .
吴砥 , 李环 , 尉小荣 . 教育数字化转型:国际背景、发展需求与推进路径 [J ] . 中国远程教育 , 2022 ( 7 ): 21 - 27 , 58 , 79 .
WU D , LI H , YU X R . Digital transformation of education:international perspective,development needs and implementation strategy [J ] . Distance Education in China , 2022 ( 7 ): 21 - 27 , 58 , 79 .
李铭 , 韩锡斌 , 李梦 , 等 . 高等教育教学数字化转型的愿景、挑战与对策 [J ] . 中国电化教育 , 2022 ( 7 ): 23 - 30 .
LI M , HAN X B , LI M , et al . Digital transformation in higher education teaching and learning:vision,challenges and responses [J ] . China Educational Technology , 2022 ( 7 ): 23 - 30 .
MIRZA A A , AL-ABDULKAREEM M . Models of e-learning adopted in the middle east [J ] . Applied Computing and Informatics , 2011 , 9 ( 2 ): 83 - 93 .
PORTER G , HAMPSHIRE K , MILNER J , et al . Mobile phones and education in subSaharan Africa:from youth practice to public policy [J ] . Journal of International Development , 2016 , 28 ( 1 ): 22 - 39 .
MULHANGA M M , LIMA S R . Building sustainable NRENs in Africa - a technological and e-education perspective [C ] // Proceedings of World Conference on Information Systems and Technologies . Cham:Springer , 2018 : 348 - 357 .
HILLIER M . Bridging the digital divide with off-line e-learning [J ] . Distance Education , 2018 , 39 ( 1 ): 110 - 121 .
MHLANGA D , MOLOI T . COVID-19 and the digital transformation of education:what are we learning on 4IR in South Africa? [J ] . Education Sciences , 2020 , 10 ( 7 ): 180 .
ABEYSEKERA L , DAWSON P . Motivation and cognitive load in the flipped classroom:definition,rationale and a call for research [J ] . Higher Education Research &Development , 2015 , 34 ( 1 ): 1 - 14 .
FOX A , PATTERSON D . Software engineering curriculum technology transfer:lessons learned from ebooks,MOOCs,and SPOCs [R ] . 2013 .
张纯刚 . 教育现代化视域下的网络直播教学实践与发展前瞻 [J ] . 理论与现代化 , 2022 ( 1 ): 74 - 82 .
ZHANG C G . Live-streaming teaching from the perspective of educational modernization:practices and prospect [J ] . Theory and Modernization , 2022 ( 1 ): 74 - 82 .
祝智庭 . 智慧教育新发展:从翻转课堂到智慧课堂及智慧学习空间 [J ] . 开放教育研究 , 2016 , 22 ( 1 ): 18 - 26 , 49 .
ZHU Z T . New developments of smarter education:from flipped classroom to smart classroom and smart learning space [J ] . Open Education Research , 2016 , 22 ( 1 ): 18 - 26 , 49 .
刘革平 , 王星 , 高楠 , 等 . 从虚拟现实到元宇宙:在线教育的新方向 [J ] . 现代远程教育研究 , 2021 ( 6 ): 12 - 22 .
LIU G P , WANG X , GAO N , et al . From virtual reality to metaverse:a new direction of online education [J ] . Modern Distance Education Research , 2021 ( 6 ): 12 - 22 .
NAVARIDAS-NALDA F , CLAVELSAN EMETERIO M , FERNÁNDEZORTIZ R , , et al . The strategic influence of school principal leadership in the digital transformation of schools [J ] . Computers in Human Behavior , 2020 ,112:106481.
ALQAHTANI A Y , RAJKHAN A A . E-learning critical success factors during the COVID-19 pandemic:a comprehensive analysis of E-learning managerial perspectives [J ] . Education Sciences , 2020 , 10 ( 9 ): 216 .
ABOAGYE E , YAWSON J A , APPIAH K N . COVID-19 and E-learning:the challenges of students in tertiary institutions [J ] . Social Education Research , 2020 : 1 - 8 .
KAPUTA V , LOUČANOVÁ E , TEJERINA-GAITE F A . Digital transformation in higher education institutions as a driver of social oriented innovations [M ] // Social innovation in higher education . Cham : Springer , 2022 : 61 - 85 .
韩锡斌 , 陈香妤 , 刁均峰 , 等 . 高等教育教学数字化转型核心要素分析:基于学生和教师的视角 [J ] . 中国电化教育 , 2022 ( 7 ): 37 - 42 .
HAN X B , CHEN X Y , DIAO J F , et al . Analysis on the core elements of digital transformation in higher education teaching and learning—from the perspectives of students and teachers [J ] . China Educational Technology , 2022 ( 7 ): 37 - 42 .
ALAM A . Cloud-based E-learning:scaffolding the environment for adaptive E-learning ecosystem based on cloud computing infrastructure [M ] // Computer communication,networking and IoT . Singapore : Springer Singapore , 2023 : 1 - 9 .
杨宗凯 . 大数据驱动教育变革与创新 [J ] . 大数据时代 , 2017 ( 5 ): 6 - 9 .
YANG Z K . Big data:the next frontier for education reform and innovation [J ] . Big Data Time , 2017 ( 5 ): 6 - 9 .
LUO D . Guide teaching system based on artificial intelligence [J ] . International Journal of Emerging Technologies in Learning , 2018 : 90 - 102 .
DANIEL B . Big data and analytics in higher education:opportunities and challenges [J ] . British Journal of Educational Technology , 2015 , 46 ( 5 ): 904 - 920 .
TREVISAN L V , EUSTACHIO J H P P , DIAS B G , et al . Digital transformation towards sustainability in higher education:state-of-the-art and future research insights [J ] . Environment,Development and Sustainability , 2023 : 1 - 22 .
CASTRO BENAVIDES L M , TAMAYO ARIAS J A , ARANGO SERNA M D , et al . Digital transformation in higher education institutions:a systematic literature review [J ] . Sensors (Basel,Switzerland) , 2020 , 20 ( 11 ): 3291 .
余娟 . 教育部教育信息化专家、首都师范大学教授方海光:共享教育大数据实现教育数字化转型发展 [J ] . 在线学习 , 2022 ( 9 ): 17 - 19 .
YU J . Sharing big data in education to achieve the transformation of digitalization in education [J ] . E-Learning , 2022 ( 9 ): 17 - 19 .
LAM T Y , DONGOL B . A blockchainenabled e-learning platform [J ] . Interactive Learning Environments , 2022 , 30 ( 7 ): 1229 - 1251 .
陈迎春 . 构建教育大数据治理框架探析 [J ] . 中国信息技术教育 , 2022 ( 6 ): 84 - 86 .
CHEN Y C . Analysis on building the governance framework of education big data [J ] . China Information Technology Education , 2022 ( 6 ): 84 - 86 .
VARMA R B , UMESH I M , NAGARAJAPPA N , et al . Digital transformation in higher education institutions - an overview [J ] . International Journal of Applied Engineering Research , 2021 , 16 ( 4 ): 278 - 282 .
HINOJO-LUCENA F J , AZNARDÍAZ I , CÁCERES-RECHE M P , et al . Artificial intelligence in higher education:a bibliometric study on its impact in the scientific literature [J ] . Education Sciences , 2019 , 9 ( 1 ): 51 .
ZEIDE E . Artificial intelligence in higher education:applications,promise and perils,and ethical questions [J ] . Educause Review . 2019 54 ( 3 ).
CHEN Z , TANG W , MA L , et al . Research on knowledge graph in education field from the perspective of knowledge graph.Intelligent computing and block chain [J ] . Communications in Computer and Information Science , 2020 .
秦红斌 . 面向教育数字化转型的学科知识图谱理论溯源、构建与应用 [J ] . 教育传播与技术 , 2022 ( S1 ): 4 - 11 .
QIN H B . Theory origin,construction,application of discipline knowledge in transformation of digitalization in education [J ] . Educational Communications and Technology , 2022 ( S1 ): 4 - 11 .
DAMURI A , ISNAIN N , RAHMATIKA R , et al . E-learning proposal system in public secondary school learning [J ] . International Journal of Educational Research & Social Sciences , 2021 , 2 ( 2 ): 270 - 275 .
WU E H K , LIN C H , OU Y Y , et al . Advantages and constraints of a hybrid model K-12 E-learning assistant chatbot [J ] . IEEE Access , 2020 , 8 : 77788 - 77801 .
CHIU W K . Pedagogy of emerging technologies in chemical education during the era of digitalization and artificial intelligence:a systematic review [J ] . Education Sciences , 2021 , 11 ( 11 ): 709 .
梅广 , 邹恒华 , 张甜 , 等 . 主数据管理驱动的高校信息化SOA建设 [J ] . 计算机应用 , 2019 , 39 ( 9 ): 2675 - 2682 .
MEI G , ZOU H H , ZHANG T , et al . SOA based education informatization driven by master data management [J ] . Journal of Computer Applications , 2019 , 39 ( 9 ): 2675 - 2682 .
章浩 , 刘波 , 邹恒华 , 等 . 高校数据治理的探索与实践 [J ] . 电子技术与软件工程 , 2017 ( 21 ): 181 - 183 .
ZHANG H , LIU B , ZOU H H , et al . Exploration and practice of data governance in higher education [J ] . Electronic Technology & Software Engineering , 2017 ( 21 ): 181 - 183 .
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