Web of Science: 16 cites, Scopus: 18 cites, Google Scholar: cites,
Validation of an electronic frailty index with electronic health records : eFRAGICAP index
Orfila, Francesc (Institut Universitari d'Investigació en Atenció Primària Jordi Gol)
Carrasco-Ribelles, Lucía Amalia (Institut Universitari d'Investigació en Atenció Primària Jordi Gol)
Abellana, Rosa (Universitat de Barcelona)
Roso-Llorach, Albert (Institut Universitari d'Investigació en Atenció Primària Jordi Gol)
Cegri, Francisco (Institut Català de la Salut)
Reyes, Carlen (Institut Universitari d'Investigació en Atenció Primària Jordi Gol)
Violán, Concepció (Institut Universitari d'Investigació en Atenció Primària Jordi Gol)
Universitat Autònoma de Barcelona

Data: 2022
Resum: To create an electronic frailty index (eFRAGICAP) using electronic health records (EHR) in Catalunya (Spain) and assess its predictive validity with a two-year follow-up of the outcomes: homecare need, institutionalization and mortality in the elderly. Additionally, to assess its concurrent validity compared to other standardized measures: the Clinical Frailty Scale (CFS) and the Risk Instrument for Screening in the Community (RISC). The eFRAGICAP was based on the electronic frailty index (eFI) developed in United Kingdom, and includes 36 deficits identified through clinical diagnoses, prescriptions, physical examinations, and questionnaires registered in the EHR of primary health care centres (PHC). All subjects 65 assigned to a PHC in Barcelona on 1st January, 2016 were included. Subjects were classified according to their eFRAGICAP index as: fit, mild, moderate or severe frailty. Predictive validity was assessed comparing results with the following outcomes: institutionalization, homecare need, and mortality at 24 months. Concurrent validation of the eFRAGICAP was performed with a sample of subjects (n = 333) drawn from the global cohort and the CFS and RISC. Discrimination and calibration measures for the outcomes of institutionalization, homecare need, and mortality and frailty scales were calculated. 253,684 subjects had their eFRAGICAP index calculated. Mean age was 76. 3 years (59. 5% women). Of these, 41. 1% were classified as fit, and 32. 2% as presenting mild, 18. 7% moderate, and 7. 9% severe frailty. The mean age of the subjects included in the validation subsample (n = 333) was 79. 9 years (57. 7% women). Of these, 12. 6% were classified as fit, and 31. 5% presented mild, 39. 6% moderate, and 16. 2% severe frailty. Regarding the outcome analyses, the eFRAGICAP was good in the detection of subjects who were institutionalized, required homecare assistance, or died at 24 months (c-statistic of 0. 841, 0. 853, and 0. 803, respectively). eFRAGICAP was also good in the detection of frail subjects compared to the CFS (AUC 0. 821) and the RISC (AUC 0. 848). The eFRAGICAP has a good discriminative capacity to identify frail subjects compared to other frailty scales and predictive outcomes. The online version contains supplementary material available at 10. 1186/s12877-022-03090-8.
Ajuts: Instituto de Salud Carlos III PI19/00535
Drets: Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, la comunicació pública de l'obra i la creació d'obres derivades, fins i tot amb finalitats comercials, sempre i quan es reconegui l'autoria de l'obra original. Creative Commons
Llengua: Anglès
Document: Article ; recerca ; Versió publicada
Matèria: Cohort Studies ; Electronic Health Records ; Frail Elderly ; Geriatric Assessment ; Primary Health Care ; Survival Analysis ; Validation Study
Publicat a: BMC geriatrics, Vol. 22 (may 2022) , ISSN 1471-2318

DOI: 10.1186/s12877-022-03090-8
PMID: 35525922


10 p, 1.1 MB

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