Validation studies of Japanese administrative health care data: A scoping review

被引:24
|
作者
Yamana, Hayato [1 ,2 ,3 ,5 ]
Konishi, Takaaki [3 ,4 ]
Yasunaga, Hideo [3 ]
机构
[1] Jichi Med Univ, Data Sci Ctr, Shimotsuke, Japan
[2] Natl Hosp Org Headquarters, Clin Res Ctr, Dept Clin Data Management & Res, Meguro, Japan
[3] Univ Tokyo, Sch Publ Hlth, Dept Clin Epidemiol & Hlth Econ, Bunkyo, Japan
[4] Univ Tokyo, Grad Sch Med, Dept Breast & Endocrine Surg, Bunkyo, Japan
[5] Jichi Med Univ, Data Sci Ctr, 3311-1 Yakushiji, Shimotsuke, Tochigi 3290498, Japan
关键词
administrative health care data; database; Japan; validity; CLAIMS DATA; ACCURACY;
D O I
10.1002/pds.5636
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
PurposeLarge-scale administrative health care databases are increasingly being utilized for research. However, there has not been much literature that validated administrative data in Japan; a previous review identified six validation studies published between 2011 and 2017. We conducted a literature review of studies that assessed the validity of Japanese administrative health care data. MethodsWe searched for studies published by March 2022 that compared individual-level administrative data with a reference standard from another data source, as well as studies that validated administrative data using other data within the same database. The eligible studies were also summarized based on characteristics which included data types, settings, reference standard used, numbers of patients, and conditions validated. ResultsThere were 36 eligible studies, including 29 that used external reference standard and seven that validated administrative data using other data within the same database. Chart review was the reference standard in 21 studies (range of the numbers of patients, 72-1674; 11 studies conducted in single institutions and nine studies in 2-5 institutions). Five studies used a disease registry as the reference standard. Diagnoses of cardiovascular diseases, cancer, and diabetes were frequently evaluated. ConclusionsValidation studies are being conducted at an increasing rate in Japan, although most of them are small scale. Further large-scale comprehensive validation studies are necessary to effectively utilize the databases for research.
引用
收藏
页码:705 / 717
页数:13
相关论文
共 50 条
  • [1] Validation of administrative health data for the pediatric population: a scoping review
    Natalie J Shiff
    Sadia Jama
    Catherine Boden
    Lisa M Lix
    BMC Health Services Research, 14
  • [2] Validation of administrative health data for the pediatric population: a scoping review
    Shiff, Natalie J.
    Jama, Sadia
    Boden, Catherine
    Lix, Lisa M.
    BMC HEALTH SERVICES RESEARCH, 2014, 14
  • [3] Indigenous identity identification in administrative health care data globally: A scoping review
    Gray, Mandi
    Williams, Kienan
    Oster, Richard T.
    Bruno, Grant
    Cooper, Annelies
    Healy, Chyloe
    Rich, Rebecca
    Claringbold, Shayla Scott
    Teare, Gary
    Wessel, Samara
    Henderson, Rita I.
    JOURNAL OF HEALTH SERVICES RESEARCH & POLICY, 2024, 29 (03) : 210 - 221
  • [4] Administrative costs in health care-A scoping review
    Larjow, Eugenia
    HEALTH POLICY, 2018, 122 (11) : 1240 - 1248
  • [5] Major areas of interest of artificial intelligence research applied to health care administrative data: a scoping review
    Bukhtiyarova, Olga
    Abderrazak, Amna
    Chiu, Yohann
    Sparano, Stephanie
    Simard, Marc
    Sirois, Caroline
    FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [6] Use of Linked Administrative Adult Social Care Data for Research: A Scoping Review of Existing UK Studies
    Lugg-Widger, Fiona
    Sydenham, Mia
    Oatley, Rebecca
    Scourfield, Jonathan
    BRITISH JOURNAL OF SOCIAL WORK, 2024,
  • [7] Use of Linked Administrative Children's Social Care Data for Research: A Scoping Review of Existing UK Studies
    Allnatt, G.
    Elliott, M.
    Scourfield, J.
    Lee, A.
    Griffiths, L. J.
    BRITISH JOURNAL OF SOCIAL WORK, 2022, 52 (07): : 3923 - 3944
  • [8] A scoping review of patient-sharing network studies using administrative data
    DuGoff, Eva H.
    Fernandes-Taylor, Sara
    Weissman, Gary E.
    Huntley, Joseph H.
    Pollack, Craig Evan
    TRANSLATIONAL BEHAVIORAL MEDICINE, 2018, 8 (04) : 598 - 625
  • [9] A Systematic Review of Validation Studies of Administrative Data Used to Identify Infections
    Barber, Claire
    Lacaille, Diane V.
    Wither, Joan E.
    Fortin, Paul R.
    ARTHRITIS AND RHEUMATISM, 2011, 63 (10): : S733 - S733
  • [10] A Systematic Review of Network Studies Based on Administrative Health Data
    Karim, Shakir
    Uddin, Shahadat
    Imam, Tasadduq
    Moni, Mohammad Ali
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (07)