The Role of Big Data in Aging and Older People's Health Research: A Systematic Review and Ecological Framework
文献类型：期刊论文
| 作者 | Zhang, Xinyue1,4; Gao, Xiaolu1,4; Wu, Danxian1,2,4; Xu, Zening3; Wang, Hongjie1,4 |
| 刊名 | SUSTAINABILITY
 |
| 出版日期 | 2021-11-01 |
| 卷号 | 13期号:21页码:19 |
| 关键词 | aging big data older people's health ecological framework systematic review |
| DOI | 10.3390/su132111587 |
| 通讯作者 | Gao, Xiaolu(gaoxl@igsnrr.ac.cn) |
| 英文摘要 | Big data has been prominent in studying aging and older people's health. It has promoted modeling and analyses in biological and geriatric research (like cellular senescence), developed health management platforms, and supported decision-making in public healthcare and social security. However, current studies are still limited within a single subject, rather than flourished as interdisciplinary research in the context of big data. The research perspectives have not changed, nor has big data brought itself out of the role as a modeling tool. When embedding big data as a data product, analysis tool, and resolution service into different spatial, temporal, and organizational scales of aging processes, it would present as a connection, integration, and interaction simultaneously in conducting interdisciplinary research. Therefore, this paper attempts to propose an ecological framework for big data based on aging and older people's health research. Following the scoping process of PRISMA, 35 studies were reviewed to validate our ecological framework. Although restricted by issues like digital divides and privacy security, we encourage researchers to capture various elements and their interactions in the human-environment system from a macro and dynamic perspective rather than simply pursuing accuracy. |
| WOS关键词 | FREE-RADICAL THEORY ; LIFE-SPACE ; ELDERLY-PEOPLE ; CARE ; IOT ; INTERNET ; DISEASE ; THINGS ; CLOUD ; ACCESSIBILITY |
| 资助项目 | National Natural Science Foundation of China (NSFC)[41871171] ; Key Projects of Social Sciences Foundation of Beijing[19YTA004] |
| WOS研究方向 | Science & Technology - Other Topics ; Environmental Sciences & Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:000720032300001 |
| 出版者 | MDPI |
| 资助机构 | National Natural Science Foundation of China (NSFC) ; Key Projects of Social Sciences Foundation of Beijing |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/167797]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Gao, Xiaolu |
| 作者单位 | 1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 2.Real Estate & Urban Construct Dev Res Ctr, Shenzhen 518031, Peoples R China 3.Shanghai Jiao Tong Univ, China Inst Urban Governance, Shanghai 200030, Peoples R China 4.Chinese Acad Sci, Key Lab Reg Sustainable Dev Modeling, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Xinyue,Gao, Xiaolu,Wu, Danxian,et al. The Role of Big Data in Aging and Older People's Health Research: A Systematic Review and Ecological Framework[J]. SUSTAINABILITY,2021,13(21):19. |
| APA | Zhang, Xinyue,Gao, Xiaolu,Wu, Danxian,Xu, Zening,&Wang, Hongjie.(2021).The Role of Big Data in Aging and Older People's Health Research: A Systematic Review and Ecological Framework.SUSTAINABILITY,13(21),19. |
| MLA | Zhang, Xinyue,et al."The Role of Big Data in Aging and Older People's Health Research: A Systematic Review and Ecological Framework".SUSTAINABILITY 13.21(2021):19. |
入库方式： OAI收割
来源：地理科学与资源研究所
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