The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework

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, curr...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Xinyue Zhang, Xiaolu Gao, Danxian Wu, Zening Xu, Hongjie Wang
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	aging big data older people’s health ecological framework systematic review Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350
Acceso en línea:	https://doaj.org/article/418513ce633c4f1393ee00574576d3c1
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:418513ce633c4f1393ee00574576d3c1
record_format	dspace
spelling	oai:doaj.org-article:418513ce633c4f1393ee00574576d3c12021-11-11T19:21:19ZThe Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework10.3390/su1321115872071-1050https://doaj.org/article/418513ce633c4f1393ee00574576d3c12021-10-01T00:00:00Zhttps://www.mdpi.com/2071-1050/13/21/11587https://doaj.org/toc/2071-1050Big 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.Xinyue ZhangXiaolu GaoDanxian WuZening XuHongjie WangMDPI AGarticleagingbig dataolder people’s healthecological frameworksystematic reviewEnvironmental effects of industries and plantsTD194-195Renewable energy sourcesTJ807-830Environmental sciencesGE1-350ENSustainability, Vol 13, Iss 11587, p 11587 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	aging big data older people’s health ecological framework systematic review Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350
spellingShingle	aging big data older people’s health ecological framework systematic review Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 Xinyue Zhang Xiaolu Gao Danxian Wu Zening Xu Hongjie Wang The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework
description	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.
format	article
author	Xinyue Zhang Xiaolu Gao Danxian Wu Zening Xu Hongjie Wang
author_facet	Xinyue Zhang Xiaolu Gao Danxian Wu Zening Xu Hongjie Wang
author_sort	Xinyue Zhang
title	The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework
title_short	The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework
title_full	The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework
title_fullStr	The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework
title_full_unstemmed	The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework
title_sort	role of big data in aging and older people’s health research: a systematic review and ecological framework
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/418513ce633c4f1393ee00574576d3c1
work_keys_str_mv	AT xinyuezhang theroleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT xiaolugao theroleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT danxianwu theroleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT zeningxu theroleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT hongjiewang theroleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT xinyuezhang roleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT xiaolugao roleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT danxianwu roleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT zeningxu roleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework AT hongjiewang roleofbigdatainagingandolderpeopleshealthresearchasystematicreviewandecologicalframework
_version_	1718431524261462016

The Role of Big Data in Aging and Older People’s Health Research: A Systematic Review and Ecological Framework

Ejemplares similares