Big Data and Its Utility in Social Work: Learning from the Big Data Revolution in Business and Healthcare

被引:10
|
作者
Zetino, Jeffrey [1 ]
Mendoza, Natasha [1 ]
机构
[1] Arizona State Univ, Sch Social Work, 10035 E Tamery Ave, Tempe, AZ 85212 USA
关键词
Big data; computational social science; data analytics; social work; ANALYTICS;
D O I
10.1080/19371918.2019.1614508
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The big data revolution and the advanced data analytics drive innovation in the diagnosis of disease, coordination of care, improved health outcomes and cost savings. The technological advancements in storing, merging and analyzing data have revolutionized the business and health-care sectors. Descriptive, predictive, diagnostic and prescriptive analyses are creating better ways to address old problems. These new tools can also revolutionize how social workers develop and deploy more efficacious strategies to address complex social challenges. The authors offer a primer on big data, data analytics, and the implications for its utility in social work.
引用
收藏
页码:409 / 417
页数:9
相关论文
共 50 条
  • [21] What's holding up the big data revolution in healthcare?
    Dhindsa, Kiret
    Bhandari, Mohit
    Sonnadara, Ranil R.
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2018, 363
  • [22] The role of administrative data in the big data revolution in social science research
    Connelly, Roxanne
    Playford, Christopher J.
    Gayle, Vernon
    Dibben, Chris
    [J]. SOCIAL SCIENCE RESEARCH, 2016, 59 : 1 - 12
  • [23] Chinese Social Media and Big Data: Big Data, Big Brother, Big Profit?
    Jiang, Min
    Fu, King-Wa
    [J]. POLICY AND INTERNET, 2018, 10 (04): : 372 - 392
  • [24] IS BIG DATA IN HEALTHCARE ABOUT BIG HOPE OR BIG HYPE? EARLY HEALTH TECHNOLOGY ASSESSMENT OF BIG DATA ANALYTICS IN HEALTHCARE
    Bakker, L. J.
    Aarts, J.
    Redekop, W. K.
    [J]. VALUE IN HEALTH, 2016, 19 (07) : A705 - A705
  • [25] Big data: The revolution is digitized
    Charles Seife
    [J]. Nature, 2015, 518 (7540) : 480 - 481
  • [26] Big data in medicine and healthcare [Big Data in Medizin und Gesundheitswesen]
    Rüping S.
    [J]. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz, 2015, 58 (8) : 794 - 798
  • [27] Big Data Analysis in a Social Learning Platform
    Huang, Lan
    Wei, Yunfeng
    Zamboni, Alessio
    Zhang, Jing
    Xu, Hao
    [J]. PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER, MECHATRONICS, CONTROL AND ELECTRONIC ENGINEERING (ICCMCEE 2015), 2015, 37 : 1474 - 1477
  • [28] National Healthcare Service and Its Big Data Analytics
    Nam, Da Jeong
    Kwon, Hyuk Won
    Lee, Haeyeon
    Ahn, Eun Kyung
    [J]. HEALTHCARE INFORMATICS RESEARCH, 2018, 24 (03) : 247 - 249
  • [29] Big Data Analytics in Healthcare
    Ambigavathi, M.
    Sridharan, D.
    [J]. 2018 10TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC), 2018, : 269 - 276
  • [30] Big Data Analytics for Healthcare
    Sun, Jimeng
    Reddy, Chandan K.
    [J]. 19TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD'13), 2013, : 1524 - 1524