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Is the Drug Burden Index Related to Declining Functional Status at Follow-up in Community-Dwelling Seniors Consulting for Minor Injuries? Results from the Canadian Emergency Team Initiative Cohort Study

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Abstract

Background

The Canadian Emergency Team Initiative (CETI) cohort showed that minor injuries like sprained ankles or small fractures trigger a downward spiral of functional decline in 16% of independent seniors up to 6 months post-injury. Such seniors frequently receive medications with sedative or anticholinergic properties. The Drug Burden Index (DBI), which summarises the drug burden of these specific medications, has been associated with decreased physical and cognitive functioning in previous research.

Objectives

We aimed to assess the contribution of the DBI to functional decline in the CETI cohort.

Methods

CETI participants were assessed physically and cognitively at baseline during their consultations at emergency departments (EDs) for their injuries and up to 6 months thereafter. The medication data were used to calculate baseline DBI and functional status was measured with the Older Americans Resources and Services (OARS) scale. Multivariate linear regression models assessed the association between baseline DBI and functional status at 6 months, adjusting for age, sex, baseline OARS, frailty level, comorbidity count, and mild cognitive impairment.

Results

The mean age of the 846 participants was 77 years and their mean DBI at baseline was 0.24. Complete follow-up data at 3 or 6 months was available for 718 participants among whom a higher DBI at the time of injury contributed to a lower functional status at 6 months. Each additional point in the DBI lead to a loss of 0.5 points on the OARS functional scale, p < 0.001. Among those with a DBI ≥ 1, 27.4% were considered ‘patients who decline’ at 3 or 6 months’ follow-up, compared with 16.0% of those with a DBI of 0 (p = 0.06).

Conclusions

ED visits are considered missed opportunities for optimal care interventions in seniors; Identifying their DBI and adjusting treatment accordingly may help limit functional decline in those at risk after minor injury.

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References

  1. Canadian Institute for Health Information. Drug use among seniors in Canada, 2016. Ottawa: CIHI; 2018.

    Google Scholar 

  2. Ruxton K, Woodman RJ, Mangoni AA. Drugs with anticholinergic effects and cognitive impairment, falls and all-cause mortality in older adults: a systematic review and meta-analysis. Br J Clin Pharmacol. 2015;80(2):209–20.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Hilmer SN, McLachlan AJ, Le Couteur DG. Clinical pharmacology in the geriatric patient. Fundam Clin Pharmacol. 2007;21(3):217–30.

    Article  CAS  PubMed  Google Scholar 

  4. Kashyap M, Belleville S, Mulsant BH, et al. Methodological challenges in determining longitudinal associations between anticholinergic drug use and incident cognitive decline. J Am Geriatr Soc. 2014;62(2):336–41.

    Article  PubMed  Google Scholar 

  5. Shamseer L, Moher D, Clarke M, et al. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation. BMJ. 2015;349:g7647.

    Article  Google Scholar 

  6. Zulman DM, Sussman JB, Chen X, et al. Examining the evidence: a systematic review of the inclusion and analysis of older adults in randomized controlled trials. J Gen Intern Med. 2011;26(7):783–90.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Boyd CM, Darer J, Boult C, et al. Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance. JAMA. 2005;294(6):716–24.

    Article  CAS  PubMed  Google Scholar 

  8. Mangoni AA, Jackson SH. Age-related changes in pharmacokinetics and pharmacodynamics: basic principles and practical applications. Br J Clin Pharmacol. 2004;57(1):6–14.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Fulton MM, Allen ER. Polypharmacy in the elderly: a literature review. J Am Acad Nurse Practitioners. 2005;17(4):123–32.

    Article  Google Scholar 

  10. Ganjavi H, Herrmann N, Rochon PA, et al. Adverse drug events in cognitively impaired elderly patients. Dement Geriatr Cogn Disord. 2007;23(6):395–400.

    Article  PubMed  Google Scholar 

  11. Cherubini A, Ruggiero C, Gasperini B, et al. The prevention of adverse drug reactions in older subjects. Curr Drug Metab. 2011;12(7):652–7.

    Article  CAS  PubMed  Google Scholar 

  12. Chumney EC, Robinson LC. The effects of pharmacist interventions on patients with polypharmacy. Pharm Pract. 2006;4(3):103–9.

    Google Scholar 

  13. Tamura BK, Bell CL, Inaba M, et al. Outcomes of polypharmacy in nursing home residents. Clin Geriatr Med. 2012;28(2):217–36.

    Article  PubMed  Google Scholar 

  14. Zed PJ, Abu-Laban RB, Balen RM, et al. Incidence, severity and preventability of medication-related visits to the emergency department: a prospective study. CMAJ. 2008;178(12):1563–9.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Ambrose AF, Paul G, Hausdorff JM. Risk factors for falls among older adults: a review of the literature. Maturitas. 2013;75(1):51–61.

    Article  PubMed  Google Scholar 

  16. Bennett A, Gnjidic D, Gillett M, et al. Prevalence and impact of fall-risk-increasing drugs, polypharmacy, and drug-drug interactions in robust versus frail hospitalised falls patients: a prospective cohort study. Drugs Aging. 2014;31(3):225–32.

    Article  PubMed  Google Scholar 

  17. Farrell B, Eisener-Parsche P, Dalton D. Turning over the rocks: role of anticholinergics and benzodiazepines in cognitive decline and falls. Can Fam Physician. 2014;60(4):345–50.

    PubMed  PubMed Central  Google Scholar 

  18. Fried TR, O’Leary J, Towle V, et al. Health outcomes associated with polypharmacy in community-dwelling older adults: a systematic review. J Am Geriatr Soc. 2014;62(12):2261–72.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Maher RL, Hanlon J, Hajjar ER. Clinical consequences of polypharmacy in elderly. Expert Opin Drug Saf. 2014;13(1):57–65.

    Article  PubMed  Google Scholar 

  20. Jano E, Aparasu RR. Healthcare outcomes associated with beers’ criteria: a systematic review. Ann Pharmacother. 2007;41(3):438–47.

    Article  PubMed  Google Scholar 

  21. Wennie Huang WN, Perera S, VanSwearingen J, et al. Performance measures predict onset of activity of daily living difficulty in community-dwelling older adults. J Am Geriatr Soc. 2010;58(5):844–52.

    Article  PubMed  Google Scholar 

  22. Lau DT, Briesacher BA, Touchette DR, et al. Medicare part D and quality of prescription medication use in older adults. Drugs Aging. 2011;28(10):797–807.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Peron EP, Gray SL, Hanlon JT. Medication use and functional status decline in older adults: a narrative review. Am J Geriatr Pharmacother. 2011;9(6):378–91.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Gnjidic D, Bell JS, Hilmer SN, et al. Drug Burden Index associated with function in community-dwelling older people in Finland: a cross-sectional study. Ann Med. 2012;44:458–67.

    Article  CAS  PubMed  Google Scholar 

  25. Taipale HT, Bell JS, Gnjidic D, et al. Sedative load among community-dwelling people aged 75 years or older: association with balance and mobility. J Clin Psychopharmacol. 2012;32(2):218–24.

    Article  PubMed  Google Scholar 

  26. Hilmer SN, Mager DE, Simonsick EM, et al. A drug burden index to define the functional burden of medications in older people. Arch Intern Med. 2007;167(8):781–7.

    Article  PubMed  Google Scholar 

  27. Hilmer SN, Mager DE, Simonsick EM, et al. Drug burden index score and functional decline in older people. Am J Med. 2009;122(12):1142–1149.e1–2.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Gnjidic D, Cumming RG, Le Couteur DG, et al. Drug Burden Index and physical function in older Australian men. Br J Clin Pharmacol. 2009;68:97–105.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Cardwell K, Hughes CM, Ryan C. The association between anticholinergic medication burden and health related outcomes in the ‘oldest old’: a systematic review of the literature. Drugs Aging. 2015;32(10):835–48.

    Article  CAS  PubMed  Google Scholar 

  30. Tannenbaum C, Farrell B, Shaw J, et al. An ecological approach to reducing potentially inappropriate medication use: Canadian Deprescribing Network. Can J Aging. 2017;36(1):97–107.

    Article  PubMed  Google Scholar 

  31. Ioannidis G, Papaioannou A, Hopman WM, et al. Relation between fractures and mortality: results from the Canadian Multicentre Osteoporosis Study. CMAJ. 2009;181(5):265–71.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Canadian Institute for Health Information. Seniors’ use of emergency departments in Ontario, 2004–2005 to 2008–2009. Ottawa: CIHI; 2010.

    Google Scholar 

  33. Bawa H, Brussoni M, De Gagné D, et al. Emergency Department Surveillance System: Seniors injury data report 2001–2003. Vancouver: BC Injury Research and Prevention Unit; 2004.

    Google Scholar 

  34. Sirois MJ, Emond M, Ouellet MC, et al. Cumulative incidence of functional decline after minor injuries in previously independent older Canadian individuals in the emergency department. J Am Geriatr Soc. 2013;61(10):1661–8.

    Article  PubMed  Google Scholar 

  35. Hoogerduijn JG, Schuurmans MJ, Duijnstee MS, et al. A systematic review of predictors and screening instruments to identify older hospitalized patients at risk for functional decline. J Clin Nurs. 2007;16(1):46–57.

    Article  PubMed  Google Scholar 

  36. Williams M, Soiza R, Jenkinson AM, et al. Exercising with computers in later life (EXCELL)—pilot and feasibility study of the acceptability of the Nintendo™ WiiFit in community dwelling. Biomed Cent Res Notes. 2010;3(238):1–8.

    Google Scholar 

  37. Salvi F, Morichi VGA, Giorgi R, et al. The elderly in the emergency department: a critical review of problems and solutions. Intern Emerg Med. 2007;2:292–301.

    Article  CAS  PubMed  Google Scholar 

  38. Platts-Mills TF, Owens ST, McBride JM. A modern-day purgatory: older adults in the emergency department with nonoperative injuries. J Am Geriatr Soc. 2014;62(3):525–8.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Provencher V, Sirois MJ, Ouellet MC, et al. Decline in basic activities of daily living following visits to Canadian emergency department for minor injuries among independent seniors: Are frail older adults with cognitive impairments at greater risk? J Am Geriatr Soc. 2015;63(5):860–8.

    Article  PubMed  Google Scholar 

  40. Lee J, Sirois MJ, Moore L, et al. Return to the ED and hospitalisation following minor injuries among older persons treated in the emergency department: predictors among independent seniors within 6 months. Age Ageing. 2015;44(4):624–9.

    Article  PubMed  PubMed Central  Google Scholar 

  41. Fillenbaum G. Multidimensional functional assessment: the OARS methodology—a manual. Durham: Center for the Study of Aging and Human development, Duke University; 1975. p. 134.

  42. Agrément Canada, Institut canadien d’information sur la santé, Institut canadien pour la sécurité des patients, et al. Bilan comparatif des médicaments au Canada: hausser la barre—Progrès à ce jour et chemin à parcourir. Ottawa, ON: Agrément Canada; 2012. p. 24.

  43. World Health Organization. WHO Collaborating Center for Drug Statistics Methodology. 2009 [Internet]. Available from: http://apps.who.int/whosis/data/Search.jsp.

  44. Dispennette R, Elliott D, Nguyen L, et al. Drug Burden Index score and anticholinergic risk scale as predictors of readmission to the hospital. Consultant Pharm. 2014;29(3):158–68.

    Article  Google Scholar 

  45. Compendium of Pharmaceuticals and Specialties, online version (e-CPS). © Canadian Pharmacists Association, 2014. Available from: https://www-e-therapeutics-ca.acces.bibl.ulaval.ca/legacy/cps.showMonograph.action.

  46. Martindale: The Complete Drug Reference. 37th edition [Internet]. The Pharmaceutical Press. MedicinesComplete © 2015. 2015. Available from: https://www-medicinescomplete-com.acces.bibl.ulaval.ca/mc/martindale/current/.

  47. Gnjidic D, Hilmer SN, Hartikainen S, et al. Impact of high risk drug use on hospitalization and mortality in older people with and without Alzheimer’s disease: a national population cohort study. PLoS One. 2014;9(1):e83224.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Haywood KL, Garratt AM, Fitzpatrick R. Quality of life in older people: a structured review of generic self-assessed health instruments. Qual Life Res. 2005;14(7):1651–68.

    Article  CAS  PubMed  Google Scholar 

  49. Haywood KL, Garratt AM, Fitzpatrick R. Older people specific health status and quality of life: a structured review of self-assessed instruments. J Eval Clin Pract. 2005;11(4):315–27.

    Article  PubMed  Google Scholar 

  50. McCusker J, Bellavance F, Cardin S, et al. Detection of older people at increased risk of adverse health outcomes after an emergency visit: the ISAR screening tool. J Am Geriatr Soc. 1999;47(10):1229–37.

    Article  CAS  PubMed  Google Scholar 

  51. Abdulaziz K, Perry JJ, Taljaard M, et al. National survey of geriatricians to define functional decline in elderly people with minor trauma. Can Geriatr J. 2016;19(1):2–8.

    Article  Google Scholar 

  52. Ensrud KE, Ewing SK, Cawthon PM, et al. A comparison of frailty indexes for the prediction of falls, disability, fractures, and mortality in older men. J Am Geriatr Soc. 2009;57(3):492–8.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Rockwood K, Song X, MacKnight C, et al. A global clinical measure of fitness and frailty in elderly people. CMAJ. 2005;173(5):489–95.

    Article  PubMed  PubMed Central  Google Scholar 

  54. Canadian Study of Health and Aging Working Group. Canadian Study of Health and Aging: study methods and prevalence of dementia. CMAJ. 1994;150(6):899–913.

    Google Scholar 

  55. Nasreddine ZS, Phillips NA, Bedirian V, et al. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.

    Article  PubMed  Google Scholar 

  56. Brandt J, Spencer M, Folstein M. The telephone interview for cognitive status. Cogn Behav Neurol. 1988;1(2):111–8.

    Google Scholar 

  57. Lacruz M, Emeny R, Bickel H, et al. Feasibility, internal consistency and covariates of TICS-m (telephone interview for cognitive status-modified) in a population-based sample: findings from the KORA-Age study. Int J Geriatr Psychiatry. 2013;28(9):971–8.

    Article  PubMed  Google Scholar 

  58. Knopman DS, Roberts RO, Geda YE, et al. Validation of the telephone interview for cognitive status-modified in subjects with normal cognition, mild cognitive impairment, or dementia. Neuroepidemiology. 2010;34(1):34–42.

    Article  PubMed  Google Scholar 

  59. Lee JY, Dong Woo L, Cho SJ, et al. Brief screening for mild cognitive impairment in elderly outpatient clinic: validation of the Korean version of the Montreal Cognitive Assessment. J Geriatr Psychiatry Neurol. 2008;21(2):104–10.

    Article  PubMed  Google Scholar 

  60. Luis CA, Keegan AP, Mullan M. Cross validation of the Montreal Cognitive Assessment in community dwelling older adults residing in the Southeastern US. Int J Geriatr Psychiatry. 2009;24(2):197–201.

    Article  PubMed  Google Scholar 

  61. Gallo JJ, Breitner JC. Alzheimer’s disease in the NAS-NRC Registry of aging twin veterans, IV. Performance characteristics of a two-stage telephone screening procedure for Alzheimer’s dementia. Psychol Med. 1995;25(6):1211–9.

  62. Vercambre MN, Cuvelier H, Gayon YA, et al. Validation study of a French version of the modified telephone interview for cognitive status (F-TICS-m) in elderly women. Int J Geriatr Psychiatry. 2010;25(11):1142–9.

    Article  PubMed  Google Scholar 

  63. Whitney SL, Marchetti GF, Schade A, et al. The sensitivity and specificity of the Timed “Up & Go” and the Dynamic Gait Index for self-reported falls in persons with vestibular disorders. J Vestib Res. 2004;14(5):397–409.

    PubMed  Google Scholar 

  64. Tinetti M, Williams C. Falls, injuries due to falls, and the risk of admission to a nursing home. N Engl J Med. 1997;337(18):1279–84.

    Article  CAS  PubMed  Google Scholar 

  65. Ontario Injury Prevention Resource Center. Injuries among seniors in Ontario: a descriptive analysis of emergency department and hospitalization Data. Toronto: Ontario Injury Prevention Resource Centre; 2007.

    Google Scholar 

  66. Paniagua MA, Malphurs JE, Phelan EA. Older patients presenting to a county hospital ED after a fall: missed opportunities for prevention. Am J Emerg Med. 2006;24(4):413–7.

  67. Yardley L, Beyer N, Hauer K, et al. Development and initial validation of the Falls Efficacy Scale-International (FES-I). Age Ageing. 2005;34(6):614.

    Article  PubMed  Google Scholar 

  68. Salahudeen MS, Chyou TY, Nishtala PS. Serum anticholinergic activity and cognitive and functional adverse outcomes in older people: a systematic review and meta-analysis of the Literature. PLoS One. 2016;11(3):e0151084.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Salahudeen MS, Hilmer SN, Nishtala PS. Comparison of anticholinergic risk scales and associations with adverse health outcomes in older people. J Am Geriatr Soc. 2015;63(1):85–90.

    Article  PubMed  Google Scholar 

  70. Wouters H, van der Meer H, Taxis K. Quantification of anticholinergic and sedative drug load with the Drug Burden Index: a review of outcomes and methodological quality of studies. Eur J Clin Pharmacol. 2017;73(3):257–66.

    Article  CAS  PubMed  Google Scholar 

  71. Melady D, Perry A. Ten best practices for the older patient in the emergency department. Clin Geriatr Med. 2018;34(3):313–26.

    Article  PubMed  Google Scholar 

  72. Tsunoda K, Uchida H, Suzuki T, et al. Effects of discontinuing benzodiazepine-derivative hypnotics on postural sway and cognitive functions in the elderly. Int J Geriatr Psychiatry. 2010;25(12):1259–65.

    Article  PubMed  Google Scholar 

  73. Curran HV, Collins R, Fletcher S, et al. Older adults and withdrawal from benzodiazepine hypnotics in general practice: effects on cognitive function, sleep, mood and quality of life. Psychol Med. 2003;33(7):1223–37.

    Article  CAS  PubMed  Google Scholar 

  74. Barker MJ, Greenwood KM, Jackson M, et al. Persistence of cognitive effects after withdrawal from long-term benzodiazepine use: a meta-analysis. Arch Clin Neuropsychol. 2004;19(3):437–54.

    Article  PubMed  Google Scholar 

  75. Salahudeen M, Duffull S, Nishtala P. Impact of anticholinergic discontinuation on cognitive outcomes in older people: a systematic review. Drugs Aging. 2014;31(3):185–92.

    Article  CAS  PubMed  Google Scholar 

  76. Kersten H, Molden E, Tolo IK, et al. Cognitive effects of reducing anticholinergic drug burden in a frail elderly population: a randomized controlled trial. J Gerontol A Biol Sci Med Sci. 2013;68(3):271–8.

    Article  CAS  PubMed  Google Scholar 

  77. Boye NDA, van der Velde N, de Vries OJ, et al. Effectiveness of medication withdrawal in older fallers: results from the Improving Medication Prescribing to reduce Risk Of FALLs (IMPROveFALL) trial. Age Ageing. 2016;46(1):142–6.

    Google Scholar 

  78. Hilmer SN, Gnjidic D, Le Couteur DG. Thinking through the medication list - appropriate prescribing and deprescribing in robust and frail older patients. Aust Fam Physician. 2012;41(12):924–8.

    PubMed  Google Scholar 

  79. Tannenbaum C, Martin P, Tamblyn R, et al. Reduction of inappropriate benzodiazepine prescriptions among older adults through direct patient education: the EMPOWER cluster randomized trial. JAMA Intern Med. 2014;174(6):890–8.

    Article  CAS  PubMed  Google Scholar 

  80. Campbell AJ, Robertson MC, Gardner MM, et al. Psychotropic medication withdrawal and a home-based exercise program to prevent falls: a randomized, controlled trial. J Am Geriatr Soc. 1999;47(7):850–3.

    Article  CAS  PubMed  Google Scholar 

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Correspondence to Edeltraut Kröger.

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Funding

This study received financial and logistic support from the Réseau québécois de recherche sur le vieillissement du Fonds de recherche québecois—santé (MJS and study team) and the Quebec Centre for Excellence in Aging of the Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale (CIUSSSCN) (EK, MJS and study team) and from the Centre de recherche du CHU de Québec. None of the financial contributors participated in collection, analysis, or interpretation of data, or in writing the manuscript.

Conflict of interest

Edeltraut Kröger, Marilyn Simard, Marie-Josée Sirois, Marianne Giroux, Caroline Sirois, Lisa Kouladjian-O’Donnell, Emily Reeve, Sarah Hilmer, Pierre-Hugues Carmichael and Marcel Émond declare that they have no conflict of interest relevant to the content of this publication.

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Kröger, E., Simard, M., Sirois, MJ. et al. Is the Drug Burden Index Related to Declining Functional Status at Follow-up in Community-Dwelling Seniors Consulting for Minor Injuries? Results from the Canadian Emergency Team Initiative Cohort Study. Drugs Aging 36, 73–83 (2019). https://doi.org/10.1007/s40266-018-0604-9

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