Skip to main content
Log in

Development of CRIteria to Assess Appropriate Medication Use among Elderly Complex Patients (CRIME) Project

Rationale and Methodology

  • Review Article
  • Published:
Drugs & Aging Aims and scope Submit manuscript

Abstract

Pharmacological treatment of complex older adults with comorbidities, multiple impairments in function, cognition, social status and geriatric syndromes represents a challenge for prescribing physicians and often results in a high rate of iatrogenic illnesses. Clinical guidelines are commonly used to indicate appropriate prescription, but they are often based on the results of clinical trials that are conducted on young subjects with a low level of complexity. Therefore, the recommendations of clinical guidelines may be difficult to apply to older complex adults. In this paper we present the rationale and methodology of the Development of CRIteria to assess appropriate Medication use among Elderly complex patients (CRIME) project, a study aimed at producing recommendations to evaluate the appropriateness of pharmacological prescription in older complex patients, translating the recommendations of clinical guidelines to this type of patient. A literature search will be performed to integrate and revise the recommendations of disease-specific guidelines on the pharmacological treatment of patients with common chronic conditions. New recommendations will be provided and approved in a consensus meeting of international experts. Both data from randomized controlled trials and observational studies will be used to meet this aim. Recommendations provided by the CRIME project are not meant to replace existing clinical guidelines, but they may be used to help physicians in the prescribing process. Once completed these recommendations should be validated in interventional studies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Table I

Similar content being viewed by others

References

  1. Inouye SK, Studenski S, Tinetti M, et al. Geriatric syndromes: clinical, research, and policy implications of a core geriatric concept. J Am Geriatr Soc 2007; 55: 780–91

    Article  PubMed  Google Scholar 

  2. Lee PG, Cigolle C, Blaum C. The co-occurrence of chronic diseases and geriatric syndromes: the Health and Retirement Study. J Am Geriatr Soc 2009; 57: 511–16

    Article  PubMed  Google Scholar 

  3. Cesari M, Onder G, Russo A, et al. Comorbidity and physical function: results from the aging and longevity study in the Sirente geographic area (ilSIRENTE study). Gerontology 2006; 52(1): 24–32

    Article  PubMed  Google Scholar 

  4. Wolff JL, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med 2002; 162: 2269–76

    Article  PubMed  Google Scholar 

  5. Spinewine A, Schmader KE, Barber N, et al. Appropriate prescribing in elderly people: how well can it be measured and optimised? Lancet 2007; 370: 173–84

    Article  PubMed  Google Scholar 

  6. Onder G, Pedone C, Landi F, et al. Adverse drug reactions as cause of hospital admissions: results from the Italian Group of Pharmacoepidemiology in the Elderly (GIFA). J Am Geriatr Soc 2002; 50: 1962–8

    Article  PubMed  Google Scholar 

  7. Olivier P, Bertrand L, Tubery M, et al. Hospitalizations because of adverse drug reactions in elderly patients admitted through the emergency department: a prospective survey. Drugs Aging 2009; 26: 475–82

    Article  PubMed  Google Scholar 

  8. Zhang M, Holman CD, Price SD, et al. Comorbidity and repeat admission to hospital for adverse drug reactions in older adults: retrospective cohort study. BMJ 2009; 338: a2752. doi: 10.1136/bmj.a2752

    Article  PubMed  Google Scholar 

  9. Gurwitz JH, Rochon P. Improving the quality of medication use in elderly patients: a not-so-simple prescription. Arch Intern Med 2002; 162: 1670–2

    Article  PubMed  Google Scholar 

  10. Catananti C, Liperoti R, Settanni S, et al. Heart failure and adverse drug reactions among hospitalized older adults. Clin Pharmacol Ther 2009; 86: 307–10

    Article  PubMed  CAS  Google Scholar 

  11. Helldén A, Bergman U, von Euler M, et al. Adverse drug reactions and impaired renal function in elderly patients admitted to the emergency department: a retrospective study. Drugs Aging 2009; 26: 595–606

    Article  PubMed  Google Scholar 

  12. Corsonello A, Pedone C, Corica F, et al., Gruppo Italiano di Farmacovigilanza nell’Anziano (GIFA) Investigators. Concealed renal insufficiency and adverse drug reactions in elderly hospitalized patients. Arch Intern Med 2005; 165: 790–5

    Article  PubMed  Google Scholar 

  13. Rochon PA, Gurwitz JH. Optimising drug treatment for elderly people: the prescribing cascade. BMJ 1997; 315: 1096–9

    Article  PubMed  CAS  Google Scholar 

  14. Tulner LR, Frankfort SV, Gijsen GJ, et al. Drug-drug interactions in a geriatric outpatient cohort: prevalence and relevance. Drugs Aging 2008; 25: 343–55

    Article  PubMed  Google Scholar 

  15. Becker ML, Visser LE, van Gelder T, et al. Increasing exposure to drug-drug interactions between 1992 and 2005 in people aged > or =55 years. Drugs Aging 2008; 25: 145–52

    Article  PubMed  Google Scholar 

  16. Fialová D, Onder G. Medication errors in elderly people: contributing factors and future perspectives. Br J Clin Pharmacol 2009; 67: 641–5

    Article  PubMed  Google Scholar 

  17. Corsonello A, Pedone C, Lattanzio F, et al., PharmacosurVeillance in the Elderly Care Study Group. Potentially inappropriate medications and functional decline in elderly hospitalized patients. J Am Geriatr Soc 2009; 57: 1007–14

    Article  PubMed  Google Scholar 

  18. Stuijt CC, Franssen EJ, Egberts AC, et al. Appropriateness of prescribing among elderly patients in a Dutch residential home: observational study of outcomes after a pharmacistled medication review. Drugs Aging 2008; 25: 947–54

    Article  PubMed  Google Scholar 

  19. Hosia-Randell HM, Muurinen SM, Pitkälä KH. Exposure to potentially inappropriate drugs and drug-drug interactions in elderly nursing home residents in Helsinki, Finland: a cross-sectional study. Drugs Aging 2008; 25: 683–92

    Article  PubMed  CAS  Google Scholar 

  20. Fialová D, Topinková E, Gambassi G, et al., AdHOC Project Research Group. Potentially inappropriate medication use among elderly home care patients in Europe. JAMA 2005; 293: 1348–58

    Article  PubMed  Google Scholar 

  21. Onder G, Landi F, Liperoti R, et al. Impact of inappropriate drug use among hospitalized older adults. Eur J Clin Pharmacol 2005; 61: 453–9

    Article  PubMed  Google Scholar 

  22. Agashivala N, Wu WK. Effects of potentially inappropriate psychoactive medications on falls in US nursing home residents: analysis of the 2004 National Nursing Home Survey database. Drugs Aging 2009; 26: 853–60

    Article  PubMed  CAS  Google Scholar 

  23. Onder G, Landi F, Cesari M, et al., Investigators of the GIFA Study. Inappropriate medication use among hospitalized older adults in Italy: results from the Italian Group of Pharmacoepidemiology in the Elderly. Eur J Clin Pharmacol 2003; 59: 157–62

    PubMed  Google Scholar 

  24. Fick DM, Cooper JW, Wade WE, et al. Updating the Beers criteria for potentially inappropriate medication use in older adults: results of a US consensus panel of experts. Arch Intern Med 2003; 163: 2716–24

    Article  PubMed  Google Scholar 

  25. Hanlon JT, Schmader KE, Samsa GP, et al. A method for assessing drug therapy appropriateness. J Clin Epidemiol 1992; 45: 1045–51

    Article  PubMed  CAS  Google Scholar 

  26. Wenger NS, Shekelle PG. Assessing care of vulnerable elders: ACOVE project overview. Ann Intern Med 2001; 135: 642–6

    PubMed  CAS  Google Scholar 

  27. Gallagher P, Ryan C, Byrne S, et al. STOPP (Screening Tool of Older Person’s Prescriptions) and START (Screening Tool to Alert doctors to Right Treatment). Consensus validation. Int J Clin Pharmacol Ther 2008; 46: 72–83

    PubMed  CAS  Google Scholar 

  28. 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: 716–24

    Article  PubMed  CAS  Google Scholar 

  29. Tinetti ME, Bogardus Jr ST, Agostini JV. Potential pitfalls of disease-specific guidelines for patients with multiple conditions. N Engl J Med 2004; 351: 2870–4

    Article  PubMed  CAS  Google Scholar 

  30. Rhalimi M, Helou R, Jaecker P. Medication use and increased risk of falls in hospitalized elderly patients: a retrospective, case-control study. Drugs Aging 2009; 26: 847–52

    Article  PubMed  CAS  Google Scholar 

  31. Nishtala PS, Hilmer SN, McLachlan AJ, et al. Impact of residential medication management reviews on drug burden index in aged-care homes: a retrospective analysis. Drugs Aging 2009; 26: 677–86

    Article  PubMed  Google Scholar 

  32. Cayea D, Boyd C, Durso SC. Individualising therapy for older adults with diabetes mellitus. Drugs Aging 2007; 24: 851–63

    Article  PubMed  CAS  Google Scholar 

  33. Holmes HM, Hayley DC, Alexander GC, et al. Reconsidering medication appropriateness for patients late in life. Arch Intern Med 2006; 166: 605–9

    Article  PubMed  Google Scholar 

  34. Marengoni A, von Strauss E, Rizzuto D, et al. The impact of chronic multimorbidity and disability on functional decline and survival in elderly persons. A community-based, longitudinal study. J Intern Med 2009; 265: 288–95

    Article  PubMed  CAS  Google Scholar 

  35. Verbrugge LM, Lepkowski JM, Imanaka Y. Comorbidity and its impact on disability. Milbank Q 1989; 67: 450–84

    Article  PubMed  CAS  Google Scholar 

  36. Yancik R, Ershler W, Satariano W, et al. Report of the national institute on aging task force on comorbidity. J Gerontol A Biol Sci Med Sci 2007; 62: 275–80

    Article  PubMed  Google Scholar 

  37. Lee SJ, Lindquist K, Segal MR, et al. Development and validation of a prognostic index for 4-year mortality in older adults. JAMA 2006; 295: 801–8

    Article  PubMed  CAS  Google Scholar 

  38. Huang ES. Appropriate application of evidence to the care of elderly patients with diabetes. Curr Diabetes Rev 2007; 3: 260–3

    Article  PubMed  Google Scholar 

  39. Gage BF, Birman-Deych E, Kerzner R, et al. Incidence of intracranial hemorrhage in patients with atrial fibrillation who are prone to fall. Am J Med 2005; 118: 612–17

    Article  PubMed  Google Scholar 

  40. Fedorowski A, Stavenow L, Hedblad B, et al. Orthostatic hypotension predicts all-cause mortality and coronary events in middle-aged individuals (The Malmo Preventive Project). Eur Heart J 2009 Aug 20; [Epub ahead of print]

    Google Scholar 

  41. Arlt S, Lindner R, Rösler A, et al. Adherence to medication in patients with dementia: predictors and strategies for improvement. Drugs Aging 2008; 25: 1033–47

    Article  PubMed  Google Scholar 

  42. Brauner DJ, Muir JC, Sachs GA. Treating nondementia illnesses in patients with dementia. JAMA 2000; 283: 3230–5

    Article  PubMed  CAS  Google Scholar 

  43. Nikolaus T, Kruse W, Bach M, et al. Elderly patients’ problems with medication: an in-hospital and follow-up study. Eur J Clin Pharmacol 1996; 49: 255–9

    Article  PubMed  CAS  Google Scholar 

  44. Beckman AG, Parker MG, Thorslund M. Can elderly people take their medicine? Patient Educ Couns 2005; 59: 186–91

    Article  PubMed  Google Scholar 

  45. American Diabetes Association. Standards of medical care in diabetes — 2009. Diabetes Care 2009; 32Suppl. 1: S13–61

    Article  Google Scholar 

  46. Brown AF, Mangione CM, Saliba D, et al. Guidelines for improving the care of the older person with diabetes mellitus. J Am Geriatr Soc 2003; 51 (5 Suppl.): S265–80

    Article  PubMed  Google Scholar 

  47. IDF Clinical Guidelines Task Force. Global Guideline for Type 2 Diabetes: recommendations for standard, comprehensive, and minimal care. Diabet Med 2006; 23: 579–93

    Article  Google Scholar 

  48. The UK Prospective Diabetes Study (UKPDS) Group. Intensive blood glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 1998; 352: 837–53

    Article  Google Scholar 

  49. Gerstein HC, Miller ME, Byington RP, et al., Action to Control Cardiovascular Risk in Diabetes Study Group. Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med 2008; 358: 2545–59

    Article  PubMed  CAS  Google Scholar 

  50. Patel A, MacMahon S, Chalmers J, et al., ADVANCE Collaborative Group. Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med 2008; 358: 2560–72

    Article  PubMed  CAS  Google Scholar 

  51. Duckworth W, Abraira C, Moritz T, et al. Intensive glucose control and complications in American veterans with type 2 diabetes. N Engl J Med 2009; 360: 129–39

    Article  PubMed  CAS  Google Scholar 

  52. Ray KK, Seshasai SR, Wijesuriya S, et al. Effect of intensive control of glucose on cardiovascular outcomes and death in patients with diabetes mellitus: a meta-analysis of randomised controlled trials. Lancet 2009; 373: 1765–72

    Article  PubMed  CAS  Google Scholar 

  53. Bremer JP, Jauch-Chara K, Hallschmid M, et al. Hypoglycemia unawareness in older compared with middle-aged patients with type 2 diabetes. Diabetes Care 2009; 32(8): 1513–7

    Article  PubMed  CAS  Google Scholar 

  54. Chelliah A, Burge MR. Hypoglycaemia in Elderly Patients with Diabetes Mellitus. Causes and Strategies for Prevention. Drugs Aging 2004; 21(8): 511–30

    Article  PubMed  CAS  Google Scholar 

  55. Vijan S, Hofer TP, Hayward RA. Estimated benefits of glycemic control in microvascular complications in type 2 diabetes. Ann Intern Med 1997; 127: 788–95

    PubMed  CAS  Google Scholar 

  56. Huang ES, Zhang Q, Gandra N, et al. The effect of comorbid illness and functional status on the expected benefits of intensive glucose control in older patients with type 2 diabetes: a decision analysis. Ann Intern Med 2008; 149: 11–9

    PubMed  Google Scholar 

  57. Durso SC. Using clinical guidelines designed for older adults with diabetes mellitus and complex health status. JAMA 2006; 295: 1935–40

    Article  PubMed  CAS  Google Scholar 

  58. Schwartz AV, Vittinghoff E, Sellmeyer DE. Diabetes-related complications, glycemic control, and falls in older adults. Diabetes Care 2008; 31: 391–6

    Article  PubMed  Google Scholar 

  59. Monami M, Cresci B, Colombini A. Bone fractures and hypoglycemic treatment in type 2 diabetic patients: a case-control study. Diabetes Care 2008; 31: 199–203

    Article  PubMed  Google Scholar 

  60. Volpato S, Leveille SG, Blaum C. Risk Factors for Falls in Older Disabled Women With Diabetes: The Women’s Health and Aging Study. J Gerontol A Biol Sci Med Sci 2005 Dec; 60(12): 1539–45

    Article  PubMed  Google Scholar 

  61. Nelson JM, Dufraux K, Cook PF. The relationship between glycemic control and falls in older adults. J Am Geriatr Soc 2007; 55: 2041–4

    Article  PubMed  Google Scholar 

  62. Heisler M, Cole I, Weir D, et al. Does physician communication influence older patients’ diabetes self-management and glycemic control? Results from the Health and Retirement Study (HRS). J Gerontol A Biol Sci Med Sci 2007; 62(12): 1435–42

    Article  PubMed  Google Scholar 

  63. Schillinger D, Grumbach K, Piette J. Association of health literacy with diabetes outcomes. JAMA 2002; 288(4): 475–82

    Article  PubMed  Google Scholar 

  64. Cavanaugh K, Huizinga MM, Wallston KA. Association of numeracy and diabetes control. Ann Intern Med 2008; 148: 737–46

    PubMed  Google Scholar 

  65. ADVANCE Collaborative Group. Effects of a fixed combination of perindopril and indapamide on macrovascular and microvascular outcomes in patients with type 2 diabetes mellitus (the ADVANCE trial): a randomised controlled trial. Lancet 2007; 370: 829–40

    Article  Google Scholar 

  66. The Heart Outcomes Prevention Evaluation (HOPE) Study investigators. Effects of ramipril on cardiovascular and microvascular outcomes in MICROHOPE substudy. Lancet 2000; 355: 253–9

    Article  Google Scholar 

  67. Zanchetti A, Grassi G, Mancia G. When should antihypertensive drug treatment be initiated and to what levels should systolic blood pressure be lowered? A critical reappraisal. J Hypertens 2009; 27: 923–34

    Article  PubMed  CAS  Google Scholar 

  68. Zanchetti A, Mancia G, Black HR. Facts and fallacies of blood pressure control in recent trials: implications in the management of patients with hypertension. J Hypertens 2009, 27: 673–9

    Article  PubMed  CAS  Google Scholar 

  69. Wu JS, Yang YC, Lu FH. Population-based study on the prevalence and risk factors of orthostatic hypotension in subjects with pre-diabetes and diabetes. Diabetes Care 2009; 32: 69–74

    Article  PubMed  Google Scholar 

  70. Luukinen H, Koski K, Laippala P, Kivelä SL. Prognosis of diastolic and systolic orthostatic hypotension in older persons. Arch Intern Med 1999; 159: 273–80

    Article  PubMed  CAS  Google Scholar 

  71. Hiitola P, Enlund H, Kettunen R, Postural changes in blood pressure and the prevalence of orthostatic hypotension among home-dwelling elderly aged 75 years or older. J Hum Hypertens 2009 Jan; 23: 33–9

    Article  PubMed  CAS  Google Scholar 

  72. Mangoni AA, Jackson HD. The implications of a growing evidence base for drug use in elderly patients. Part 1. Statins for primary and secondary cardiovascular prevention. Br J Clin Pharmacol 2006; 61(5): 494–501

    Article  PubMed  CAS  Google Scholar 

  73. Brugts JJ, Yetgin T, Hoeks SE. The benefits of statins in people without established cardiovascular disease but with cardiovascular risk factors: meta-analysis of randomised controlled trials. BMJ 338: b2376. doi: 10.1136/bmj.b2376

  74. Cholesterol Treatment Trialists’ (CTT) Collaborators Efficacy of cholesterol-lowering therapy in 18 686 people with diabetes in 14 randomised trials of statins: a meta-analysis. Lancet 2008; 371: 117–25

    Article  Google Scholar 

  75. Cholesterol Treatment Trialists’ (CTT) Collaborators Efficacy and safety of cholesterol-lowering treatment: prospective meta-analysis of data from 90056 participants in 14 randomised trials of statins. Lancet 2005; 366: 1267–78

    Article  Google Scholar 

Download references

Acknowledgements

The CRIME project was funded by a grant from the Italian Ministry of Labour, Health and Social Policy (Bando Giovani Ricercatori 2007, convenzione no. 4). The authors have no conflicts of interest that are directly relevant to this review.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Graziano Onder.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Fusco, D., Lattanzio, F., Tosato, M. et al. Development of CRIteria to Assess Appropriate Medication Use among Elderly Complex Patients (CRIME) Project. Drugs Aging 26 (Suppl 1), 3–13 (2009). https://doi.org/10.2165/11534620-000000000-00000

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.2165/11534620-000000000-00000

Keywords

Navigation