Application of an electronic Frailty Index in Australian primary care: data quality and feasibility assessment

被引:30
作者
Ambagtsheer, Rachel C. [1 ,2 ]
Beilby, Justin [1 ,2 ]
Dabravolskaj, Julia [3 ,4 ]
Abbasi, Marjan [3 ,4 ]
Archibald, Mandy M. [2 ,5 ]
Dent, Elsa [1 ,6 ]
机构
[1] Torrens Univ Australia, 220 Victoria Sq, Adelaide, SA 5000, Australia
[2] Natl Hlth & Med Res Council Ctr Res Excellence Tr, Adelaide, SA, Australia
[3] Univ Alberta, Edmonton, AB, Canada
[4] Edmonton Oliver Primary Care Network, Edmonton, AB, Canada
[5] Flinders Univ S Australia, Coll Nursing & Hlth Sci, Adelaide, SA, Australia
[6] Baker Heart & Diabet Inst, Melbourne, Vic, Australia
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会; 加拿大健康研究院;
关键词
Electronic health records; Frailty; Aged; 80 and over; Geriatric assessment; Primary health care; PRACTICE GUIDELINES; CLINICAL-PRACTICE; HEALTH RECORDS; OLDER-ADULTS; PREVALENCE; COMMUNITY; VALIDATION; MANAGEMENT; MORTALITY; OUTCOMES;
D O I
10.1007/s40520-018-1023-9
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
030301 [社会学]; 100201 [内科学];
摘要
BackgroundThe primary care setting is the ideal location for identifying the condition of frailty in older adults.AimsThe aim of this pragmatic study was twofold: (1) to identify data items to extract the data required for an electronic Frailty Index (eFI) from electronic health records (EHRs); and (2) test the ability of an eFI to accurately and feasibly identify frailty in older adults.MethodsIn a rural South Australian primary care clinic, we derived an eFI from routinely collected EHRs using methodology described by Clegg et al. We assessed feasibility and accuracy of the eFI, including complexities in data extraction. The reference standard for comparison was Fried's frailty phenotype.ResultsThe mean (SD) age of participants was 80.2 (4.8) years, with 36 (60.0%) female (n=60). Frailty prevalence was 21.7% by Fried's frailty phenotype, and 35.0% by eFI (scores>0.21). When deriving the eFI, 85% of EHRs were perceived as easy or neutral difficulty to extract the required data from. Complexities in data extraction were present in EHRs of patients with multiple health problems and/or where the majority of data items were located other than on the patient's summary problem list.DiscussionThis study demonstrated that it is entirely feasible to extract an eFI from routinely collected Australian primary care data. We have outlined a process for extracting an eFI from EHRs without needing to modify existing infrastructure. Results from this study can inform the development of automated eFIs, including which data items to best access data from.
引用
收藏
页码:653 / 660
页数:8
相关论文
共 34 条
[1]
Feasibility, acceptability and diagnostic test accuracy of frailty screening instruments in community-dwelling older people within the Australian general practice setting: a study protocol for a cross-sectional study [J].
Ambagtsheer, Rachel ;
Visvanathan, Renuka ;
Cesari, Matter ;
Yu, Solomon ;
Archibald, Mandy ;
Schultz, Timothy ;
Karnon, Jonathon ;
Kitson, Alison ;
Beilby, Justin .
BMJ OPEN, 2017, 7 (08)
[2]
Comparing clinician descriptions of frailty and geriatric syndromes using electronic health records: a retrospective cohort study [J].
Anzaldi, Laura J. ;
Davison, Ashwini ;
Boyd, Cynthia M. ;
Leff, Bruce ;
Kharrazi, Hadi .
BMC GERIATRICS, 2017, 17
[3]
Chronic Noncommunicable Diseases in 6 Low-and Middle-Income Countries: Findings From Wave 1 of the World Health Organization's Study on Global Ageing and Adult Health (SAGE) [J].
Arokiasamy, Perianayagam ;
Uttamacharya ;
Kowal, Paul ;
Capistrant, Benjamin D. ;
Gildner, Theresa E. ;
Thiele, Elizabeth ;
Biritwum, Richard B. ;
Yawson, Alfred E. ;
Mensah, George ;
Maximova, Tamara ;
Wu, Fan ;
Guo, Yanfei ;
Zheng, Yang ;
Kalula, Sebastiana Zimba ;
Rodriguez, Aaron Salinas ;
Espinoza, Betty Manrique ;
Liebert, Melissa A. ;
Eick, Geeta ;
Sterner, Kirstin N. ;
Barrett, Tyler M. ;
Duedu, Kwabena ;
Gonzales, Ernest ;
Ng, Nawi ;
Negin, Joel ;
Jiang, Yong ;
Byles, Julie ;
Madurai, Savathree Lorna ;
Minicuci, Nadia ;
Snodgrass, J. Josh ;
Naidoo, Nirmala ;
Chatterji, Somnath .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2017, 185 (06) :414-428
[4]
Consistency of denominator data in electronic health records in Australian primary healthcare services: enhancing data quality [J].
Bailie, Ross ;
Bailie, Jodie ;
Chakraborty, Amal ;
Swift, Kevin .
AUSTRALIAN JOURNAL OF PRIMARY HEALTH, 2015, 21 (04) :450-459
[5]
Uses of Electronic Health Records for Public Health Surveillance to Advance Public Health [J].
Birkhead, Guthrie S. ;
Klompas, Michael ;
Shah, Nirav R. .
ANNUAL REVIEW OF PUBLIC HEALTH, VOL 36, 2015, 36 :345-359
[6]
Frailty in NHANES: Comparing the frailty index and phenotype [J].
Blodgett, Joanna ;
Theou, Olga ;
Kirkland, Susan ;
Andreou, Pantelis ;
Rockwood, Kenneth .
ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2015, 60 (03) :464-470
[7]
Development and validation of an electronic frailty index using routine primary care electronic health record data (vol 45, pg 353, 2016) [J].
Clegg, Andrew ;
Bates, Chris ;
Young, John ;
Ryan, Ronan ;
Nichols, Linda ;
Teale, Elizabeth Ann ;
Mohammed, Mohammed A. ;
Parry, John ;
Marshall, Tom .
AGE AND AGEING, 2018, 47 (02) :319-319
[8]
Development and validation of an electronic frailty index using routine primary care electronic health record data [J].
Clegg, Andrew ;
Bates, Chris ;
Young, John ;
Ryan, Ronan ;
Nichols, Linda ;
Teale, Elizabeth Ann ;
Mohammed, Mohammed A. ;
Parry, John ;
Marshall, Tom .
AGE AND AGEING, 2016, 45 (03) :353-360
[9]
Frailty in elderly people [J].
Clegg, Andrew ;
Young, John ;
Iliffe, Steve ;
Rikkert, Marcel Olde ;
Rockwood, Kenneth .
LANCET, 2013, 381 (9868) :752-762
[10]
The Asia-Pacific Clinical Practice Guidelines for the Management of Frailty [J].
Dent, Elsa ;
Lien, Christopher ;
Lim, Wee Shiong ;
Wong, Wei Chin ;
Wong, Chek Hooi ;
Ng, Tze Pin ;
Woo, Jean ;
Dong, Birong ;
de la Vega, Shelley ;
Poi, Philip Jun Hua ;
Kamaruzzaman, Shahrul Bahyah Binti ;
Won, Chang ;
Chen, Liang-Kung ;
Rockwood, Kenneth ;
Arai, Hidenori ;
Rodriguez-Manas, Leocadio ;
Cao, Li ;
Cesari, Matteo ;
Chan, Piu ;
Leung, Edward ;
Landi, Francesco ;
Fried, Linda P. ;
Morley, John E. ;
Vellas, Bruno ;
Flicker, Leon .
JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION, 2017, 18 (07) :564-575