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ORIGINAL RESEARCH

The Feasibility of Deriving the Electronic Frailty Index from Australian General Practice Records

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Pages 1589-1598 | Received 02 Aug 2022, Accepted 04 Oct 2022, Published online: 13 Nov 2023

References

  • Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381:752–762.
  • Hoogendijk EO, Afilalo J, Ensrud KE, Kowal P, Onder G, Fried LP. Frailty: implications for clinical practice and public health. Lancet. 2019;394(10206):1365–1375. doi:10.1016/S0140-6736(19)31786-6
  • Lowthian JA, Jolley DJ, Curtis AJ, et al. The challenges of population ageing: accelerating demand for emergency ambulance services by older patients, 1995–2015. Med J Aust. 2011;194(11):574. doi:10.5694/j.1326-5377.2011.tb03107.x
  • Hollinghurst J, Fry R, Akbari A, et al. External validation of the electronic frailty index using the population of wales within the secure anonymised information linkage databank. Age Ageing. 2019;48(6):922–926. doi:10.1093/ageing/afz110
  • Lewis ET, Dent E, Alkhouri H, et al. Which frailty scale for patients admitted via emergency department? A cohort study. Arch Gerontol Geriatr. 2019;80:104–114. doi:10.1016/j.archger.2018.11.002
  • Pond CD, Regan C. Improving the delivery of primary care for older people. Med J Aust. 2019;211(2):60–62.e61. doi:10.5694/mja2.50236
  • Apóstolo J, Cooke R, Bobrowicz-Campos E, et al. Effectiveness of interventions to prevent pre-frailty and frailty progression in older adults: a systematic review. JBI Database Syst Rev Implement Rep. 2018;16(1):140–232. doi:10.11124/JBISRIR-2017-003382
  • Travers J, Romero-Ortuno R, Bailey J, Cooney MT. Delaying and reversing frailty: a systematic review of primary care interventions. Br J Gen Pract. 2019;69(678):e61–e69. doi:10.3399/bjgp18X700241
  • Dent E, Morley JE, Cruz-Jentoft AJ, et al. Physical frailty: ICFSR international clinical practice guidelines for identification and management. J Nutr Health Aging. 2019;23(9):771–787. doi:10.1007/s12603-019-1273-z
  • Callaghan S, Smith SM. Frailty in family practice. Fam Pract. 2017;34(5):508–510. doi:10.1093/fampra/cmx029
  • Abbasi M, Rolfson D, Khera AS, Dabravolskaj J, Dent E, Xia L. Identification and management of frailty in the primary care setting. CMAJ. 2018;190(38):E1134–E1140. doi:10.1503/cmaj.171509
  • Department of Health. About the Commonwealth Home Support Programme (CHSP). Australian Government; 2020. Available from: https://www.health.gov.au/initiatives-and-programs/commonwealth-home-support-programme-chsp/about-The-commonwealth-home-support-programme-chsp. Accessed October 27, 2022.
  • Lewin G, Allan J, Patterson C, Knuiman M, Boldy D, Hendrie D. A comparison of the home-care and healthcare service use and costs of older Australians randomised to receive a restorative or a conventional home‐care service. Health Soc Care Community. 2014;22(3):328–336. doi:10.1111/hsc.12092
  • Morley JE, Vellas B, Abellan van Kan G. Frailty consensus: a call to action. J Am Med Dir Assoc. 2013;14(6):392–397. doi:10.1016/j.jamda.2013.03.022
  • Cardona-Morrell M, Lewis E, Suman S, et al. Recognising older frail patients near the end of life: what next? Eur J Intern Med. 2017;17(S0953–6205):30376–X.
  • Walston J, Buta B, Xue Q-L. Frailty screening and interventions: considerations for clinical practice. Clin Geriatr Med. 2018;34(1):25–38. doi:10.1016/j.cger.2017.09.004
  • Clegg A, Bates C, Young J, et al. Development and validation of an electronic frailty index using routine primary care electronic health record data. Age Ageing. 2016;45(3):353–360. doi:10.1093/ageing/afw039
  • Mitnitski AB, Mogilner AJ, Rockwood K. Accumulation of deficits as a proxy measure of aging. Sci World. 2001;1:323–336.
  • NPS MedicineWise. MedicineInsight Data Book Version 3.0. NPS MedicineWise; 2020.
  • Busingye D, Gianacas C, Pollack A, et al. Data resource profile: medicineinsight, an Australian national primary health care database. Int J Epidemiol. 2019;48(6):1741–1741h. doi:10.1093/ije/dyz147
  • NPS MedicineWise. General Practice Insights Report July 2018–June 2019. Sydney: NPS MedicineWise; 2020.
  • Nwadiugwu MC. Frailty and the risk of polypharmacy in the older person: enabling and preventative approaches. J Aging Res. 2020;2020:6759521. doi:10.1155/2020/6759521
  • Australian Bureau of Statistics. Census of Population and Housing: socio-Economic Indexes for Areas (SEIFA), Australia. ABS; 2011. Available from: https://www.abs.gov.au/websitedbs/censushome.nsf/home/seifa2011?opendocument&navpos=260. Accessed October 27, 2022.
  • Australian Bureau of Statistics. Australian Statistical Geography Standard (ASGS): volume 5 - remoteness structure. ABS; 2018. Available from: https://www.abs.gov.au/ausstats/[email protected]/mf/1270.0.55.005. Accessed October 27, 2022.
  • Searle SD, Mitnitski A, Gahbauer EA, Gill TM, Rockwood K. A standard procedure for creating a frailty index. BMC Geriatr. 2008;8. doi:10.1186/1471-2318-8-24
  • Department of Health. Health assessment for people aged 75 years and older. Australian Government; 2014. Available from: https://www1.health.gov.au/internet/main/publishing.nsf/Content/mbsprimarycare_mbsitem_75andolder. Accessed October 27, 2022.
  • Drubbel I, Numans ME, Kranenburg G, Bleijenberg N, de Wit NJ, Schuurmans MJ. Screening for frailty in primary care: a systematic review of the psychometric properties of the frailty index in community-dwelling older people. BMC Geriatr. 2014;14(1):27. doi:10.1186/1471-2318-14-27
  • National Health Service. Supporting routine frailty identification and frailty through the GP Contract 2017/2018. NHS England; 2019. Available from: https://www.england.nhs.uk/wp-content/uploads/2017/04/gms-contract-batch-coding-statement-v1.pdf. Accessed October 27, 2022.
  • Boyd PJ, Nevard M, Ford JA, Khondoker M, Cross JL, Fox C. The electronic frailty index as an indicator of community healthcare service utilisation in the older population. Age Ageing. 2018;48(2):273–277. doi:10.1093/ageing/afy181
  • Hoogendijk EO, Rijnhart JJM, Kowal P, et al. Socioeconomic inequalities in frailty among older adults in six low- and middle-income countries: results from the WHO Study on global AGEing and adult health (SAGE). Maturitas. 2018;115:56–63. doi:10.1016/j.maturitas.2018.06.011
  • Hoogendijk EO, Heymans MW, Deeg DJH, Huisman M. Socioeconomic inequalities in frailty among older adults: results from a 10-year longitudinal study in the Netherlands. Gerontology. 2018;64(2):157–164. doi:10.1159/000481943
  • Brunner EJ, Shipley MJ, Ahmadi-Abhari S, et al. Midlife contributors to socioeconomic differences in frailty during later life: a prospective cohort study. Lancet Public Health. 2018;3(7):e313–e322. doi:10.1016/S2468-2667(18)30079-3
  • Mendonça N, Kingston A, Yadegarfar M, et al. Transitions between frailty states in the very old: the influence of socioeconomic status and multi-morbidity in the Newcastle 85+ cohort study. Age Ageing. 2020;49(6):974–981. doi:10.1093/ageing/afaa054
  • Franse CB, van Grieken A, Qin L, Melis RJF, Rietjens JAC, Raat H. Socioeconomic inequalities in frailty and frailty components among community-dwelling older citizens. PLoS One. 2017;12(11):e0187946. doi:10.1371/journal.pone.0187946
  • Steptoe A, Zaninotto P. Lower socioeconomic status and the acceleration of aging: an outcome-wide analysis. Proc Natl Acad Sci. 2020;117(26):14911–14917. doi:10.1073/pnas.1915741117
  • Pradhananga S, Regmi K, Razzaq N, Ettefaghian A, Dey AB, Hewson D. Ethnic differences in the prevalence of frailty in the United Kingdom assessed using the electronic Frailty Index. Aging Medicine. 2019;2(3):168–173. doi:10.1002/agm2.12083
  • Lewis ET, Howard L, Cardona M, et al. Frailty in indigenous populations: a scoping review. Public Health Front. 2021;9:785460. doi:10.3389/fpubh.2021.785460
  • Dent E, Dal Grande E, Price K, Taylor AW. Frailty and usage of health care systems: results from the South Australian Monitoring and Surveillance System (SAMSS). Maturitas. 2017;104:36–43. doi:10.1016/j.maturitas.2017.07.003
  • Yu P, Song X, Shi J, et al. Frailty and survival of older Chinese adults in urban and rural areas: results from the Beijing Longitudinal Study of Aging. Arch Gerontol Geriatr. 2012;54(1):3–8. doi:10.1016/j.archger.2011.04.020
  • Brundle C, Heaven A, Brown L, et al. Convergent validity of the electronic frailty index. Age Ageing. 2018;48(1):152–156. doi:10.1093/ageing/afy162
  • Abbasi M, Khera S, Dabravolskaj J, et al. A cross-sectional study examining convergent validity of a frailty index based on electronic medical records in a Canadian primary care program. BMC Geriatr. 2019;19(1):109. doi:10.1186/s12877-019-1119-x
  • Ambagtsheer RC, Beilby J, Dabravolskaj J, Abbasi M, Archibald MM, Dent E. Application of an electronic Frailty Index in Australian primary care: data quality and feasibility assessment. Aging Clin Exp Res. 2018;31. doi:10.1007/s40520-018-1023-9
  • Welstead M, Jenkins ND, Russ TC, Luciano M, Muniz-Terrera G, Systematic A. Review of frailty trajectories: their shape and influencing factors. Gerontologist. 2020;61(8):e463–e475.
  • Savitz DA, Wellenius GA. Can cross-sectional studies contribute to causal inference? It Depends. Am J Epidemiol. 2022. doi:10.1093/aje/kwac037
  • Shahar E, Shahar DJ. Causal diagrams and the cross-sectional study. Clin Epidemiol. 2013;5:57–65. doi:10.2147/CLEP.S42843
  • Millares-Martin P. Large retrospective analysis on frailty assessment in primary care: electronic Frailty Index versus frailty coding. BMJ Health Care Inform. 2019;26(1):1. doi:10.1136/bmjhci-2019-000024
  • Gwyther H, Shaw R, Jaime Dauden EA, et al. Understanding frailty: a qualitative study of European healthcare policy-makers’ approaches to frailty screening and management. BMJ Open. 2018;8(1):e018653. doi:10.1136/bmjopen-2017-018653
  • van Kempen JA, Schers HJ, Jacobs A, et al. Development of an instrument for the identification of frail older people as a target population for integrated care. Br J Gen Pract. 2013;63(608):e225–e231. doi:10.3399/bjgp13X664289
  • Ruiz JG, Priyadarshni S, Rahaman Z, et al. Validation of an automatically generated screening score for frailty: the care assessment need (CAN) score. BMC Geriatr. 2018;18(1):106. doi:10.1186/s12877-018-0802-7
  • Lee PH, Lee YS, Chan DC. Interventions targeting geriatric frailty: a systemic review. J Clin Gerontol Geriatr. 2012;3(2):47–52. doi:10.1016/j.jcgg.2012.04.001
  • Boreskie KF, Hay JL, Boreskie PE, Arora RC, Duhamel TA. Frailty-aware care: giving value to frailty assessment across different healthcare settings. BMC Geriatr. 2022;22(1):13. doi:10.1186/s12877-021-02722-9
  • Canaway R, Boyle DI, Manski-Nankervis JAE, et al. Gathering data for decisions: best practice use of primary care electronic records for research. Med J Aust. 2019;210(S6):S12–S16. doi:10.5694/mja2.50026