METHODS OF ELIMINATION OF INCOMPLETENESS OF THE ACCOUNTING DATA IN COMPLICATED SYSTEMS IN SPHERE OF PUBLIC HEALTH

被引:0
|
作者
Mochalkin, V. V. [1 ]
机构
[1] MIPT, Fac Informat Business Syst, St Kerch D 1A,Bldg 1, Moscow, Russia
来源
关键词
national project; data mining; public health; complicated systems; quality of clusterization; pattern recognition;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
In given article the problem of incompleteness of the accounting data in complicated systems in sphere of public health is considered. Principal causes of this problem are analyzed on an example of the system of monitoring of the PNP "Health" (Priority national project, "Health"). The solution for elimination of incompleteness of the accounting data is suggested with the help of application of methods of the Data Mining. Results of application of the offered method to the accounting data of system of monitoring of the PNP "Health" are received. The analysis of accuracy of the offered solution is carried out.
引用
收藏
页码:24 / +
页数:10
相关论文
共 50 条
  • [1] A Review of Data Quality Assessment Methods for Public Health Information Systems
    Chen, Hong
    Hailey, David
    Wang, Ning
    Yu, Ping
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2014, 11 (05) : 5170 - 5207
  • [2] Methods for assessing the quality of data in public health information systems: A critical review
    Chen, Hong
    Yu, Ping
    Hailey, David
    Wang, Ning
    [J]. INVESTING IN E-HEALTH: PEOPLE, KNOWLEDGE AND TECHNOLOGY FOR A HEALTHY FUTURE, 2014, 204 : 13 - 18
  • [3] Privacy protection and aggregate health data: a review of tabular cell suppression methods (not) employed in public health data systems
    Matthews, Gregory J.
    Harel, Ofer
    Aseltine, Robert H., Jr.
    [J]. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY, 2016, 16 (04) : 258 - 270
  • [4] Methods to Analyze Data in Health Monitoring Systems
    Kota, Venkata Krishna
    Mangali, Nagendra Kumar
    Velayutham, T.
    [J]. 2015 1ST INTERNATIONAL CONFERENCE ON NEXT GENERATION COMPUTING TECHNOLOGIES (NGCT), 2015, : 599 - 602
  • [5] Methods of Estimating or Accounting for Neighborhood Associations With Health Using Complex Survey Data
    Brumback, Babette A.
    Cai, Zhuangyu
    Dailey, Amy B.
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2014, 179 (10) : 1255 - 1263
  • [6] Big Data and Public Health Systems: Issues and Opportunities
    Rojas de la Escalera, David
    Gimenez de Azcarate, Javier Carnicero
    [J]. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2018, 4 (07): : 53 - 59
  • [7] Transforming Public Health Data Systems to Advance the Population's Health
    Kadakia, Kushal T. T.
    Desalvo, Karen B. B.
    [J]. MILBANK QUARTERLY, 2023, 101 : 674 - 699
  • [8] Methods in Public Health Services and Systems Research A Systematic Review
    Harris, Jenine K.
    Beatty, Kate E.
    Barbero, Colleen
    Howard, Alex F.
    Cheskin, Robin A.
    Shapiro, Robert M., II
    Mays, Glen P.
    [J]. AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2012, 42 (05) : S42 - S57
  • [9] Systems Science Methods in Public Health: Dynamics, Networks, and Agents
    Luke, Douglas A.
    Stamatakis, Katherine A.
    [J]. ANNUAL REVIEW OF PUBLIC HEALTH, VOL 33, 2012, 33 : 357 - +
  • [10] Toward Standardized, Comparable Public Health Systems Data: A Taxonomic Description of Essential Public Health Work
    Merrill, Jacqueline
    Keeling, Jonathan
    Gebbie, Kristine
    [J]. HEALTH SERVICES RESEARCH, 2009, 44 (05) : 1818 - 1841