Abstract
Background
Despite a higher risk for medication nonadherence among older adults residing in the community, few prospective studies have investigated the health outcomes associated with nonadherence in this population or the possible variations in risk in urban versus rural residents.
Objectives
The primary objective of this study was to examine, in a prospective manner, the risk for hospitalisation (including an emergency department visit) and/or mortality associated with medication nonadherence in older, at-risk adults residing in the community. A secondary objective was to examine differences in the prevalence, determinants and consequences of medication nonadherence between rural and urban home care clients.
Methods
Data were derived from a 1-year prospective study of home care clients aged ≥65 years (n = 319) randomly selected from urban and rural settings in southern Alberta, Canada. Trained nurses conducted in-home assessments including a comprehensive medication review, self-report measures of adherence and the Minimum Data Set for Home Care (MDS-HC) tool. Hospitalisation and mortality data during 12-month follow-up were obtained via linkages with regional administrative and vital statistics databases.
Results
Nonadherent clients showed an increased but nonsignificant risk for an adverse health outcome (hospitalisation, emergency department visit or death) during follow-up (hazard ratio [adjusted for relevant covariates] = 1.24, 95% CI 0.93, 1.65). Subgroup analyses suggested this risk may be higher for unintentional nonadherence (unadjusted hazard ratio = 1.55, 95% CI 0.97, 2.48). The prevalence of nonadherence was similar among rural (38.2%) and urban (38.9%) clients and was associated with the presence of vision problems, a history of smoking, depressive symptoms, a high drug regimen complexity score, residence in a private home (vs assisted-living setting) and absence of assistance with medication administration. In both settings, approximately 20% of clients received one or more inappropriate medications.
Conclusions
Although not associated with rural/urban residence, medication nonadherence was common in our study population, particularly among those with depressive symptoms and complex medication regimens. The absence of a significant association between overall medication nonadherence and health outcomes may reflect study limitations and/or the need to differentiate among types of nonadherent behaviours.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Bergob M. Drag use among Canadian seniors. Statistics Canada [online]. Available from URL: http://www.statcan.ca/english/ads/11-008-XIE7drugs.htm [Accessed 2005 Jul 6]
Stagnitti MN. Statistical Brief #21. Trends in outpatient prescription drag utilization and expenditures: 1997–2000. Medical Expenditure Panel Survey [online]. Available from URL: http://www.meps.ahrq.gov/papers/st21/stat21.pdf [Accessed 2004 Nov 1]
Vik SA, Maxwell CJ, Hogan DB. Measurement, correlates, and health outcomes of medication adherence among seniors. Ann Pharmacother 2004; 38(2): 303–12
Horwitz RI, Viscoli CM, Berkman L, et al. Treatment adherence and risk of death after a myocardial infarction. Lancet 1990; 336(8714): 542–5
Llewellyn-Thomas HA, McGreal MJ, Thiel EC, et al. Patients’ willingness to enter clinical trials: measuring the association with perceived benefit and preference for decision participation. Soc Sci Med 1991; 32(1): 35–42
Kessenich CR, Guyatt GH, Rosen CJ. Health-related quality of life and participation in osteoporosis clinical trials. Calcif Tissue Int 1998; 62(3): 189–92
Sociodemographic and clinical predictors of participation in two randomized trials: findings from the Collaborative Ocular Melanoma Study COMS report no. 7. Control Clin Trials 2001; 22(5): 526–37
Col N, Fanale JE, Kronholm P. The role of medication noncompliance and adverse drug reactions in hospitalizations of the elderly. Arch Intern Med 1990; 150(4): 841–5
Malhotra S, Karan RS, Pandhi P, et al. Drag related medical emergencies in the elderly: role of adverse drug reactions and non-compliance. Postgrad Med J 2001; 77: 703–7
Grymonpre RE, Mitenko PA, Sitar DS, et al. Drug-associated hospital admissions in older medical patients. J Am Geriatr Soc 1988; 36(12): 1092–8
McKenney JM, Harrison WL. Drug-related hospital admissions. Am J Hosp Pharm 1976; 33(8): 792–5
Huybrechts KF, Ishak KJ, Caro JJ. Assessment of compliance with osteoporosis treatment and its consequences in a managed care population. Bone 2005. Epub 2005 Dec 1
Maronde RF, Chan LS, Larsen FJ, et al. Underutilization of antihypertensive drags and associated hospitalization. Med Care 1989; 27(12): 1159–66
Sokol MC, McGuigan KA, Verbrugge RR, et al. Impact of medication adherence on hospitalization risk and healthcare cost. Med Care 2005; 43(6): 521–30
Mojtabai R, Olfson M. Medication costs, adherence, and health outcomes among Medicare beneficiaries. Health Aff (Millwood) 2003; 22(4): 220–9
Billups SJ, Malone DC, Carter BL. The relationship between drug therapy noncompliance and patient characteristics, health-related quality of life, and health care costs. Pharmacotherapy 2000; 20(8): 941–9
Matuszewski MS, Velayudhan MA, Flint N, et al. Noncompliance with drag therapy for chronic obstructive pulmonary disease: a risk factor for hospitalization? Value Health 1999; 2(6): 446–51
Garcia-Aymerich J, Monso E, Marrades RM, et al. Risk factors for hospitalization for a chronic obstructive pulmonary disease exacerbation: EFRAM study. Am J Respir Crit Care Med 2001; 164(6): 1002–7
Aparasu RR, Sitzman SJ. Inappropriate prescribing for elderly outpatients. Am J Health Syst Pharm 1999; 56(5): 433–9
Innovations in rural and community health: Federal budget information. Ottawa (ON): Health Canada, 1999
Government of Alberta. Municipal Government Act, Statutes of Alberta: consolidated to June 9, 1999. Edmonton (AB): Queen’s Printer for Alberta, 1999: M-26, Part 4
Ramachandran H, Shastri GS. Movement for medical treatment: a study in contact patterns of rural population. Soc Sci Med 1983; 17(3): 177–87
Lucas CA, Rosenthal TC. Access to health care in rural western New York State. N Y State J Med 1992; 92: 465–8
Hawe P, Higgins G. Can medication education improve the drug compliance of the elderly? Evaluation of an in hospital program. Patient Educ Couns 1990; 16(2): 151–60
Rich MW, Gray DB, Beckham V, et al. Effect of a multidisciplinary intervention on medication compliance in elderly patients with congestive heart failure. Am J Med 1996; 101(3): 270–6
Vik SA, Maxwell CJ, Hogan DB, et al. Determinants and health related outcomes associated with nonadherence to prescribed drug regimens: a comparison of rural and urban home care clients. Institute of Health Economics Working Paper 03-02, Edmonton, AB [online]. Available from URL: http://www.ihe.ca/publications/papers/index.cfm?.year=2003 [Accessed 2003 Jan]
Morris JN, Fries BE, Steel K, et al. Comprehensive clinical assessment in community setting: applicability of the MDS-HC. J Am Geriatr Soc 1997; 45(8): 1017–24
Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care 1986; 24(1): 67–74
Vik SA, Maxwell CJ, Hogan DB, et al. Assessing medication adherence among older persons in community settings. Can J Clin Pharmacol 2005; 12(1): e152–64
Hirdes JP, Frijters DH, Teare GF. The MDS-CHESS scale: a new measure to predict mortality in institutionalized older people. J Am Geriatr Soc 2003; 51(1): 96–100
Morris JN, Fries BE, Morris SA. Scaling ADLs within the MDS. J Gerontol A Biol Sci Med Sci 1999; 54(11): M546–53
Hartmaier SL, Sloane PD, Guess HA, et al. Validation of the Minimum Data Set Cognitive Performance Scale: agreement with the Mini-Mental State Examination. J Gerontol A Biol Sci Med Sci 1995; 50(2): M128–33
Burrows AB, Morris JN, Simon SE, et al. Development of a Minimum Data Set-based Depression Rating Scale for use in nursing homes. Age Ageing 2000; 29(2): 165–72
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(22): 2716–24
Conn VS, Taylor SG, Kelley S. Medication regimen complexity and adherence among older adults. Image J Nurs Sch 1991; 23(4): 231–5
Kroenke K, Pinholt EM. Reducing polypharmacy in the elderly: a controlled trial of physician feedback. J Am Geriatr Soc 1990; 38: 31–6
Kleinbaum DG. Evaluating the proportional hazards assumption. In: Dietz K, Gail M, Krickeberg K, et al., editors. Survival analysis: a self-learning text. New York: Springer Verlag, 1996
Stata Statistical Software. Release 8.0 ed. College Station (TX): Stata Corporation, 2003
Lau HS, de Boer A, Beuning KS, et al. Validation of pharmacy records in drug exposure. J Clin Epidemiol 1997; 21: 294–300
Grymonpre RE, Didur CD, Montgomery PR, et al. Pill count, self-report, and pharmacy claims data to measure medication adherence in the elderly. Ann Pharmacother 1998; 32(7–8): 749–54
Flaherty JH, Perry III HM, Lynchard GS, et al. Polypharmacy and hospitalization among older home care patients. J Gerontol A Biol Sci Med Sci 2000; 55(10): M554–9
Weintraub M. Intelligent noncompliance with special emphasis in the elderly. Contemp Pharm Pract 1981; 4(1): 8–11
Inui TS, Carter WB, Pecoraro RE. Screening for noncompliance among patients with hypertension: is self-report the best available measure? Med Care 1981; 19(10): 1061–4
Cargill JM. Medication compliance in elderly people: influencing variables and interventions. J Adv Nurs 1992; 17(4): 422–6
Raffoul PR, Cooper JK, Love DW. Drug misuse in older people. Gerontologist 1981; 21(2): 146–50
Monane M, Bohn RL, Gurwitz JH, et al. Noncompliance with congestive heart failure therapy in the elderly. Arch Intern Med 1994; 154(4): 433–7
Monane M, Bohn RL, Gurwitz JH, et al. The effects of initial drug choice and comorbidity on antihypertensive therapy compliance: results from a population-based study in the elderly. Am J Hypertens 1997; 10 (7 Pt 1): 697–704
Carney RM, Freedland KE, Eisen SA, et al. Major depression and medication adherence in elderly patients with coronary artery disease. Health Psychology 1995; 14(1): 88–90
Coons SJ, Sheahan SL, Martin SS, et al. Predictors of medication noncompliance in a sample of older adults. Clin Ther 1994; 16(1): 110–7
Spiers MV, Kutzik DM. Self-reported memory of medication use by the elderly. Am J Health Syst Pharm 1995; 52: 985–90
Gurwitz JH, Field TS, Harrold LR, et al. Incidence and preventability of adverse drug events among older persons in the ambulatory setting. JAMA 2003; 289(9): 1107–16
Hanlon JT, Schmader KE, Samsa GP, et al. A method for assessing drug therapy appropriateness. J Clin Epidemiol 1992; 45(10): 1045–51
Tamblyn RM, McLeod PJ, Abrahamowicz M, et al. Questionable prescribing for elderly patients in Quebec. CMAJ 1994; 150(11): 1801–9
Higgins N, Regan C. A systematic review of the effectiveness of interventions to help older people adhere to medication regimes. Age Ageing 2004; 33(3): 224–9
Metlay JP, Cohen A, Polsky D, et al. Medication safety in older adults: home-based practice patterns. J Am Geriatr Soc 2005; 53(6): 976–82
Acknowledgements
The RAI-HC (Resident Assessment Instrument for Home Care) study/initiative was supported by an unrestricted grant from The Merck Company Foundation, the philanthropic arm of Merck & Co. Inc., Whitehouse Station, NJ, USA to the Institute of Health Economics.
We are most grateful to the four home care nurses (Michelle Copeland and Sue Couchman from the Calgary Health Region and Bonnie Matson and Trudy Harbidge from the Chinook Health Region) for their data collection efforts and clinical input into the RAI-HC study. We wish to also acknowledge Chad Mitchell for his clinical input and assistance with drug coding. Special thanks is also given to the 330 home care clients and their caregivers (formal and informal) who graciously gave of their time to participate in this important study.
Shelly Vik is currently a PhD candidate, funded by the Canadian Institutes of Health Research — Skeletal Health, and Alberta Bone and Joint Training Programs. Dr Maxwell is funded by a New Investigator Award from the Canadian Institutes of Health Research — Institute on Aging and a Population Health Investigator Award from the Alberta Heritage Foundation for Medical Research (AHFMR). Dr Hogan is the holder of the Brenda Strafford Foundation Chair in Geriatric Medicine, University of Calgary. The Chair provides financial support to Drs Maxwell and Hogan. Dr Johnson holds a Government of Canada Research Chair in Diabetes Health Outcomes and an AHFMR Health Scholar Award. Dr Patten also holds an AHFMR Health Scholar Award.
Over the past 5 years, Dr Hogan has given presentations, consulted and participated in dementia studies sponsored by the following companies: Janssen-Ortho, Merck, Neurochem, Novartis and Pfizer. The other authors have no conflicts of interest that are directly relevant to the content of this study.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Vik, S.A., Hogan, D.B., Patten, S.B. et al. Medication Nonadherence and Subsequent Risk of Hospitalisation and Mortality among Older Adults. Drugs Aging 23, 345–356 (2006). https://doi.org/10.2165/00002512-200623040-00007
Published:
Issue Date:
DOI: https://doi.org/10.2165/00002512-200623040-00007