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Published in: BMC Medicine 1/2015

Open Access 01-12-2015 | Research article

Predictive validity of a two-step tool to map frailty in primary care

Authors: Janneke A. L. van Kempen, Henk J. Schers, Ian Philp, Marcel G. M. Olde Rikkert, René J. F. Melis

Published in: BMC Medicine | Issue 1/2015

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Abstract

Background

EASY-Care Two step Older people Screening (EASY-Care TOS) is a stepped approach to identify frail older people at risk for negative health outcomes in primary care, and makes use of General Practitioners’ (GPs) readily-available information. We aimed to determine the predictive value of EASY-Care TOS for negative health outcomes within the year from assessment.

Methods

A total of 587 patients of four GP practices in and around Nijmegen (The Netherlands) consented to participate in a longitudinal primary care registry based cohort study. Participants’ frailty was judged by their GP following the EASY-Care TOS procedure and by a Comprehensive Geriatric Assessment (CGA) at baseline. After one year health outcomes of the participants were measured by reassessment with the EASY-Care TOS procedure.

Results

Follow up information was available for 520 of 587 participants. In the non-frail group 9 % showed any negative health outcomes (death, ADL decline, institutionalisation, too ill to undergo assessment), against 30 % in the frail group (95 % confidence interval of the difference (CI): 14 %–28 %). Area under the receiver operating curve (AUC) of the EASY-Care TOS frailty judgement for a composite of negative health outcomes mentioned was 0.67 (95 % CI: 0.62-0.73). Compared with discrimination on the basis of age, sex and GP practice (AUC 0.70), adding EASY-Care TOS frailty judgement increased the AUC to 0.75 (+0.05, p = 0.02). The AUC on the basis of a full CGA is almost comparable to the AUC of the model with age, sex, and frailty judgement with EASY-Care TOS: 0.76 (+0.07, p = 0.005).

Conclusions

GPs applying the EASY-Care TOS procedure, where they only perform additional assessment when they judge this as necessary, can predict negative health outcomes in their older populations efficiently and almost as accurately as a complete specialist CGA.
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Literature
1.
go back to reference Kodner DL. The quest for integrated systems of care for frail older persons. Aging Clin Exp Res. 2002;14(4):307–13.CrossRefPubMed Kodner DL. The quest for integrated systems of care for frail older persons. Aging Clin Exp Res. 2002;14(4):307–13.CrossRefPubMed
2.
go back to reference Erler A, Bodenheimer T, Baker R, Goodwin N, Spreeuwenberg C, Vrijhoef HJ, et al. Preparing primary care for the future - perspectives from the Netherlands, England, and USA. Z Evid Fortbild Qual Gesundhwes. 2011;105(8):571–80.CrossRefPubMed Erler A, Bodenheimer T, Baker R, Goodwin N, Spreeuwenberg C, Vrijhoef HJ, et al. Preparing primary care for the future - perspectives from the Netherlands, England, and USA. Z Evid Fortbild Qual Gesundhwes. 2011;105(8):571–80.CrossRefPubMed
3.
go back to reference Wilhelmson K, Duner A, Eklund K, Gosman-Hedstrom G, Blomberg S, Hasson H, et al. Design of a randomized controlled study of a multi-professional and multidimensional intervention targeting frail elderly people. BMC Geriatr. 2011;11:24.PubMedCentralCrossRefPubMed Wilhelmson K, Duner A, Eklund K, Gosman-Hedstrom G, Blomberg S, Hasson H, et al. Design of a randomized controlled study of a multi-professional and multidimensional intervention targeting frail elderly people. BMC Geriatr. 2011;11:24.PubMedCentralCrossRefPubMed
4.
go back to reference Boeckxstaens P, De Graaf P. Primary care and care for older persons: position paper of the European Forum for Primary Care. Qual Prim Care. 2011;19(6):369–89.PubMed Boeckxstaens P, De Graaf P. Primary care and care for older persons: position paper of the European Forum for Primary Care. Qual Prim Care. 2011;19(6):369–89.PubMed
5.
6.
go back to reference Ellis G, Whitehead MA, Robinson D, O’Neill D, Langhorne P. Comprehensive geriatric assessment for older adults admitted to hospital: meta-analysis of randomised controlled trials. BMJ. 2011;343:d6553.PubMedCentralCrossRefPubMed Ellis G, Whitehead MA, Robinson D, O’Neill D, Langhorne P. Comprehensive geriatric assessment for older adults admitted to hospital: meta-analysis of randomised controlled trials. BMJ. 2011;343:d6553.PubMedCentralCrossRefPubMed
7.
go back to reference Cohen HJ, Feussner JR, Weinberger M, Carnes M, Hamdy RC, Hsieh F, et al. A controlled trial of inpatient and outpatient geriatric evaluation and management. N Engl J Med. 2002;346(12):905–12.CrossRefPubMed Cohen HJ, Feussner JR, Weinberger M, Carnes M, Hamdy RC, Hsieh F, et al. A controlled trial of inpatient and outpatient geriatric evaluation and management. N Engl J Med. 2002;346(12):905–12.CrossRefPubMed
8.
go back to reference Fletcher AE, Price GM, Ng ES, Stirling SL, Bulpitt CJ, Breeze E, et al. Population-based multidimensional assessment of older people in UK general practice: a cluster-randomised factorial trial. Lancet. 2004;364(9446):1667–77.CrossRefPubMed Fletcher AE, Price GM, Ng ES, Stirling SL, Bulpitt CJ, Breeze E, et al. Population-based multidimensional assessment of older people in UK general practice: a cluster-randomised factorial trial. Lancet. 2004;364(9446):1667–77.CrossRefPubMed
9.
go back to reference Monteserin R, Brotons C, Moral I, Altimir S, San Jose A, Santaeugenia S, et al. Effectiveness of a geriatric intervention in primary care: a randomized clinical trial. Fam Pract. 2010;27(3):239–45.CrossRefPubMed Monteserin R, Brotons C, Moral I, Altimir S, San Jose A, Santaeugenia S, et al. Effectiveness of a geriatric intervention in primary care: a randomized clinical trial. Fam Pract. 2010;27(3):239–45.CrossRefPubMed
10.
go back to reference Pialoux T, Goyard J, Lesourd B. Screening tools for frailty in primary health care: a systematic review. Geriatr Gerontol Int. 2012;12(2):189–97.CrossRefPubMed Pialoux T, Goyard J, Lesourd B. Screening tools for frailty in primary health care: a systematic review. Geriatr Gerontol Int. 2012;12(2):189–97.CrossRefPubMed
12.
go back to reference Daniels R, van Rossum E, Beurskens A, van den Heuvel W, de Witte L. The predictive validity of three self-report screening instruments for identifying frail older people in the community. BMC Public Health. 2012;12:69.PubMedCentralCrossRefPubMed Daniels R, van Rossum E, Beurskens A, van den Heuvel W, de Witte L. The predictive validity of three self-report screening instruments for identifying frail older people in the community. BMC Public Health. 2012;12:69.PubMedCentralCrossRefPubMed
13.
go back to reference van Kempen JA, Schers HJ, Jacobs A, Zuidema SU, Ruikes F, Robben SH, 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):e225–31.PubMedCentralCrossRefPubMed van Kempen JA, Schers HJ, Jacobs A, Zuidema SU, Ruikes F, Robben SH, 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):e225–31.PubMedCentralCrossRefPubMed
14.
go back to reference Melis RJ, van Eijken MI, Teerenstra S, van Achterberg T, Parker SG, Borm GF, et al. A randomized study of a multidisciplinary program to intervene on geriatric syndromes in vulnerable older people who live at home (Dutch EASYcare Study). J Gerontol A Biol Sci Med Sci. 2008;63(3):283–90.CrossRefPubMed Melis RJ, van Eijken MI, Teerenstra S, van Achterberg T, Parker SG, Borm GF, et al. A randomized study of a multidisciplinary program to intervene on geriatric syndromes in vulnerable older people who live at home (Dutch EASYcare Study). J Gerontol A Biol Sci Med Sci. 2008;63(3):283–90.CrossRefPubMed
15.
go back to reference Gobbens RJ, van Assen MA, Luijkx KG, Wijnen-Sponselee MT, Schols JM. The Tilburg Frailty Indicator: psychometric properties. J Am Med Dir Assoc. 2010;11(5):344–55.CrossRefPubMed Gobbens RJ, van Assen MA, Luijkx KG, Wijnen-Sponselee MT, Schols JM. The Tilburg Frailty Indicator: psychometric properties. J Am Med Dir Assoc. 2010;11(5):344–55.CrossRefPubMed
16.
go back to reference Suijker JJ, Buurman BM, van Rijn M, van Dalen MT, ter Riet G, van Geloven N, et al. A simple validated questionnaire predicted functional decline in community-dwelling older persons: prospective cohort studies. J Clin Epidemiol. 2014;67(10):1121–30.CrossRefPubMed Suijker JJ, Buurman BM, van Rijn M, van Dalen MT, ter Riet G, van Geloven N, et al. A simple validated questionnaire predicted functional decline in community-dwelling older persons: prospective cohort studies. J Clin Epidemiol. 2014;67(10):1121–30.CrossRefPubMed
17.
go back to reference Raiche M, Hebert R, Dubois MF. PRISMA-7: a case-finding tool to identify older adults with moderate to severe disabilities. Arch Gerontol Geriatr. 2008;47(1):9–18.CrossRefPubMed Raiche M, Hebert R, Dubois MF. PRISMA-7: a case-finding tool to identify older adults with moderate to severe disabilities. Arch Gerontol Geriatr. 2008;47(1):9–18.CrossRefPubMed
18.
go back to reference Drubbel I, de Wit NJ, Bleijenberg N, Eijkemans RJ, Schuurmans MJ, Numans ME. Prediction of adverse health outcomes in older people using a frailty index based on routine primary care data. J Gerontol A Biol Sci Med Sci. 2013;68(3):301–8.CrossRefPubMed Drubbel I, de Wit NJ, Bleijenberg N, Eijkemans RJ, Schuurmans MJ, Numans ME. Prediction of adverse health outcomes in older people using a frailty index based on routine primary care data. J Gerontol A Biol Sci Med Sci. 2013;68(3):301–8.CrossRefPubMed
19.
go back to reference van Kempen JA, Schers HJ, Melis RJ, Olde Rikkert MG. Construct validity and reliability of a two-step tool for the identification of frail older people in primary care. J Clin Epidemiol. 2014;67(2):176–83.CrossRefPubMed van Kempen JA, Schers HJ, Melis RJ, Olde Rikkert MG. Construct validity and reliability of a two-step tool for the identification of frail older people in primary care. J Clin Epidemiol. 2014;67(2):176–83.CrossRefPubMed
20.
go back to reference Keiren SM, van Kempen JA, Schers HJ, Rikkert MG, Perry M, Melis RJ. Feasibility evaluation of a stepped procedure to identify community-dwelling frail older people in general practice. A mixed methods study. Eur J Gen Pract. 2014;20(2):107–13.CrossRefPubMed Keiren SM, van Kempen JA, Schers HJ, Rikkert MG, Perry M, Melis RJ. Feasibility evaluation of a stepped procedure to identify community-dwelling frail older people in general practice. A mixed methods study. Eur J Gen Pract. 2014;20(2):107–13.CrossRefPubMed
21.
go back to reference van Kempen JA, Melis RJ, Perry M, Schers HJ, Rikkert MG. Diagnosis of frailty after a Comprehensive Geriatric Assessment: differences between family phyisicans and geriatricians. J Am Board Fam Med. 2015;28(2):240–8.CrossRefPubMed van Kempen JA, Melis RJ, Perry M, Schers HJ, Rikkert MG. Diagnosis of frailty after a Comprehensive Geriatric Assessment: differences between family phyisicans and geriatricians. J Am Board Fam Med. 2015;28(2):240–8.CrossRefPubMed
22.
go back to reference Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged. The index of ADL: a standardized measure of biological and psychosocial function. JAMA. 1963;185:914–9.CrossRefPubMed Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged. The index of ADL: a standardized measure of biological and psychosocial function. JAMA. 1963;185:914–9.CrossRefPubMed
23.
go back to reference Glas AS, Lijmer JG, Prins MH, Bonsel GJ, Bossuyt PM. The diagnostic odds ratio: a single indicator of test performance. J Clin Epidemiol. 2003;56(11):1129–35.CrossRefPubMed Glas AS, Lijmer JG, Prins MH, Bonsel GJ, Bossuyt PM. The diagnostic odds ratio: a single indicator of test performance. J Clin Epidemiol. 2003;56(11):1129–35.CrossRefPubMed
24.
go back to reference El Khouli RH, Macura KJ, Barker PB, Habba MR, Jacobs MA, Bluemke DA. Relationship of temporal resolution to diagnostic performance for dynamic contrast enhanced MRI of the breast. J Magn Reson Imag. 2009;30(5):999–1004.CrossRef El Khouli RH, Macura KJ, Barker PB, Habba MR, Jacobs MA, Bluemke DA. Relationship of temporal resolution to diagnostic performance for dynamic contrast enhanced MRI of the breast. J Magn Reson Imag. 2009;30(5):999–1004.CrossRef
25.
go back to reference Woo J, Leung J, Morley JE. Comparison of frailty indicators based on clinical phenotype and the multiple deficit approach in predicting mortality and physical limitation. J Am Geriatr Soc. 2012;60(8):1478–86.CrossRefPubMed Woo J, Leung J, Morley JE. Comparison of frailty indicators based on clinical phenotype and the multiple deficit approach in predicting mortality and physical limitation. J Am Geriatr Soc. 2012;60(8):1478–86.CrossRefPubMed
26.
go back to reference Hoogerduijn JG, Buurman BM, Korevaar JC, Grobbee DE, de Rooij SE, Schuurmans MJ. The prediction of functional decline in older hospitalised patients. Age Ageing. 2012;41(3):381–7.CrossRefPubMed Hoogerduijn JG, Buurman BM, Korevaar JC, Grobbee DE, de Rooij SE, Schuurmans MJ. The prediction of functional decline in older hospitalised patients. Age Ageing. 2012;41(3):381–7.CrossRefPubMed
27.
go back to reference Pijpers E, Ferreira I, Stehouwer CD, Nieuwenhuijzen Kruseman AC. The frailty dilemma. Review of the predictive accuracy of major frailty scores. Eur J Intern Med. 2012;23(2):118–23.CrossRefPubMed Pijpers E, Ferreira I, Stehouwer CD, Nieuwenhuijzen Kruseman AC. The frailty dilemma. Review of the predictive accuracy of major frailty scores. Eur J Intern Med. 2012;23(2):118–23.CrossRefPubMed
28.
go back to reference De Saint-Hubert M, Schoevaerdts D, Cornette P, D’Hoore W, Boland B, Swine C. Predicting functional adverse outcomes in hospitalized older patients: a systematic review of screening tools. J Nutr Health Aging. 2010;14(5):394–9.CrossRefPubMed De Saint-Hubert M, Schoevaerdts D, Cornette P, D’Hoore W, Boland B, Swine C. Predicting functional adverse outcomes in hospitalized older patients: a systematic review of screening tools. J Nutr Health Aging. 2010;14(5):394–9.CrossRefPubMed
29.
go back to reference Sourial N, Bergman H, Karunananthan S, Wolfson C, Payette H, Gutierrez-Robledo LM, et al. Implementing frailty into clinical practice: a cautionary tale. J Gerontol A Biol Sci Med Sci. 2013;68(12):1505–11.CrossRefPubMed Sourial N, Bergman H, Karunananthan S, Wolfson C, Payette H, Gutierrez-Robledo LM, et al. Implementing frailty into clinical practice: a cautionary tale. J Gerontol A Biol Sci Med Sci. 2013;68(12):1505–11.CrossRefPubMed
30.
go back to reference Drewes YM, Blom JW, Assendelft WJ, Stijnen T, den Elzen WP, Gussekloo J. Variability in vulnerability assessment of older people by individual general practitioners: a cross-sectional study. PLoS One. 2014;9(11):e108666.PubMedCentralCrossRefPubMed Drewes YM, Blom JW, Assendelft WJ, Stijnen T, den Elzen WP, Gussekloo J. Variability in vulnerability assessment of older people by individual general practitioners: a cross-sectional study. PLoS One. 2014;9(11):e108666.PubMedCentralCrossRefPubMed
31.
go back to reference Weinberger M, Samsa GP, Schmader K, Greenberg SM, Carr DB, Wildman DS. Comparing proxy and patients’ perceptions of patients’ functional status: results from an outpatient geriatric clinic. J Am Geriatr Soc. 1992;40(6):585–8.CrossRefPubMed Weinberger M, Samsa GP, Schmader K, Greenberg SM, Carr DB, Wildman DS. Comparing proxy and patients’ perceptions of patients’ functional status: results from an outpatient geriatric clinic. J Am Geriatr Soc. 1992;40(6):585–8.CrossRefPubMed
32.
go back to reference Brooke P, Bullock R. Validation of a 6 item cognitive impairment test with a view to primary care usage. Int J Geriatr Psychiatry. 1999;14(11):936–40.CrossRefPubMed Brooke P, Bullock R. Validation of a 6 item cognitive impairment test with a view to primary care usage. Int J Geriatr Psychiatry. 1999;14(11):936–40.CrossRefPubMed
33.
go back to reference van der Zee K, Sanderman R. Het meten van de algemene gezondheidstoestand met de rand-36, een handleiding. 2002. van der Zee K, Sanderman R. Het meten van de algemene gezondheidstoestand met de rand-36, een handleiding. 2002.
Metadata
Title
Predictive validity of a two-step tool to map frailty in primary care
Authors
Janneke A. L. van Kempen
Henk J. Schers
Ian Philp
Marcel G. M. Olde Rikkert
René J. F. Melis
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2015
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-015-0519-9

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