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Published in: Drugs & Aging 8/2014

01-08-2014 | Original Research Article

Polypharmacy and Medication Regimen Complexity as Factors Associated with Hospital Discharge Destination Among Older People: A Prospective Cohort Study

Authors: Barbara Caecilia Wimmer, Elsa Dent, Renuka Visvanathan, Michael David Wiese, Kristina Johnell, Ian Chapman, J. Simon Bell

Published in: Drugs & Aging | Issue 8/2014

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Abstract

Background

Older people often take multiple medications. It is a policy priority to facilitate older people to stay at home longer. Three-quarters of nursing home placements in the US are preceded by a hospitalization.

Objective

To investigate the association between polypharmacy and medication regimen complexity with hospital discharge destination among older people.

Methods

This prospective cohort study comprised patients aged ≥70 years consecutively admitted to the Geriatric Evaluation and Management unit at a tertiary hospital in Adelaide, Australia, between October 2010 and December 2011. Medication regimen complexity at discharge was calculated using the 65-item validated Medication Regimen Complexity Index (MRCI). Unadjusted and adjusted relative risks (RRs) with 95 % confidence intervals (CIs) were calculated for medication-related factors associated with discharge directly to home versus non-community settings (rehabilitation, transition care, and residential aged care).

Results

From 163 eligible patients, 87 were discharged directly to home (mean age 84.6 years, standard deviation [SD] 6.9; mean MRCI 26.1, SD 9.7), while 76 were discharged to non-community settings (mean age 85.8 years, SD 5.8; mean MRCI 29.9, SD 13.2). After adjusting for age, sex, comorbidity, and activities of daily living, having a high medication regimen complexity (MRCI >35) was inversely associated with discharge directly to home (RR 0.39; 95 % CI 0.20–0.73), whereas polypharmacy (≥9 medications) was not significantly associated with discharge directly to home (RR 0.97; 95 % CI 0.53–1.58).

Conclusion

Having high medication regimen complexity was inversely associated with discharge directly to home, while polypharmacy was not associated with discharge destination.
Literature
4.
go back to reference Goodwin JS, Howrey B, Zhang DD, et al. Risk of continued institutionalization after hospitalization in older adults. J Gerontol A Biol Sci Med Sci. 2011;66(12):1321–7.PubMedCrossRef Goodwin JS, Howrey B, Zhang DD, et al. Risk of continued institutionalization after hospitalization in older adults. J Gerontol A Biol Sci Med Sci. 2011;66(12):1321–7.PubMedCrossRef
5.
go back to reference Jarman B, Aylin P, Bottle A. Discharge destination and length of stay: differences between US and English hospitals for people aged 65 and over. BMJ. 2004;328(7440):605.PubMedCentralPubMedCrossRef Jarman B, Aylin P, Bottle A. Discharge destination and length of stay: differences between US and English hospitals for people aged 65 and over. BMJ. 2004;328(7440):605.PubMedCentralPubMedCrossRef
7.
go back to reference Rudberg MA, Sager MA, Zhang J. Risk factors for nursing home use after hospitalization for medical illness. J Gerontol A Biol Sci Med Sci. 1996;51(5):M189–94.PubMedCrossRef Rudberg MA, Sager MA, Zhang J. Risk factors for nursing home use after hospitalization for medical illness. J Gerontol A Biol Sci Med Sci. 1996;51(5):M189–94.PubMedCrossRef
8.
go back to reference Van Craen K, Braes T, Wellens N, et al. The effectiveness of inpatient geriatric evaluation and management units: a systematic review and meta-analysis. J Am Geriatr Soc. 2010;58(1):83–92.PubMedCrossRef Van Craen K, Braes T, Wellens N, et al. The effectiveness of inpatient geriatric evaluation and management units: a systematic review and meta-analysis. J Am Geriatr Soc. 2010;58(1):83–92.PubMedCrossRef
9.
go back to reference Heppenstall CP, Keeling S, Hanger HC, et al. Perceived factors which shape decision-making around the time of residential care admission in older adults: a qualitative study. Aust J Ageing. 2014;33(1):9–13.CrossRef Heppenstall CP, Keeling S, Hanger HC, et al. Perceived factors which shape decision-making around the time of residential care admission in older adults: a qualitative study. Aust J Ageing. 2014;33(1):9–13.CrossRef
10.
go back to reference Budnitz DS, Lovegrove MC, Shehab N, et al. Emergency hospitalizations for adverse drug events in older Americans. N Engl J Med. 2011;365(21):2002–12.PubMedCrossRef Budnitz DS, Lovegrove MC, Shehab N, et al. Emergency hospitalizations for adverse drug events in older Americans. N Engl J Med. 2011;365(21):2002–12.PubMedCrossRef
11.
go back to reference Hajjar ER, Cafiero AC, Hanlon JT. Polypharmacy in elderly patients. Am J Geriatr Pharmacother. 2007;5(4):345–51.PubMedCrossRef Hajjar ER, Cafiero AC, Hanlon JT. Polypharmacy in elderly patients. Am J Geriatr Pharmacother. 2007;5(4):345–51.PubMedCrossRef
12.
go back to reference Hanlon JT, Schmader KE, Ruby CM, et al. Suboptimal prescribing in older inpatients and outpatients. J Am Geriatr Soc. 2001;49(2):200–9.PubMedCrossRef Hanlon JT, Schmader KE, Ruby CM, et al. Suboptimal prescribing in older inpatients and outpatients. J Am Geriatr Soc. 2001;49(2):200–9.PubMedCrossRef
13.
go back to reference Hajjar ER, Hanlon JT, Sloane RJ, et al. Unnecessary drug use in frail older people at hospital discharge. J Am Geriatr Soc. 2005;53(9):1518–23.PubMedCrossRef Hajjar ER, Hanlon JT, Sloane RJ, et al. Unnecessary drug use in frail older people at hospital discharge. J Am Geriatr Soc. 2005;53(9):1518–23.PubMedCrossRef
14.
go back to reference Mansur N, Weiss A, Beloosesky Y. Looking beyond polypharmacy: quantification of medication regimen complexity in the elderly. Am J Geriatr Pharmacother. 2012;10(4):223–9.PubMedCrossRef Mansur N, Weiss A, Beloosesky Y. Looking beyond polypharmacy: quantification of medication regimen complexity in the elderly. Am J Geriatr Pharmacother. 2012;10(4):223–9.PubMedCrossRef
15.
go back to reference Harris CM, Sridharan A, Landis R, et al. What happens to the medication regimens of older adults during and after an acute hospitalization? J Patient Saf. 2013;9(3):150–3.PubMedCrossRef Harris CM, Sridharan A, Landis R, et al. What happens to the medication regimens of older adults during and after an acute hospitalization? J Patient Saf. 2013;9(3):150–3.PubMedCrossRef
16.
go back to reference Elliott RA, Ross-Degnan D, Adams AS, et al. Strategies for coping in a complex world: adherence behavior among older adults with chronic illness. J Gen Intern Med. 2007;22(6):805–10.PubMedCentralPubMedCrossRef Elliott RA, Ross-Degnan D, Adams AS, et al. Strategies for coping in a complex world: adherence behavior among older adults with chronic illness. J Gen Intern Med. 2007;22(6):805–10.PubMedCentralPubMedCrossRef
17.
go back to reference Dent E, Visvanathan R, Piantadosi C, et al. Use of the mini nutritional assessment to detect frailty in hospitalised older people. J Nutr Health Aging. 2012;16(9):764–7.PubMedCrossRef Dent E, Visvanathan R, Piantadosi C, et al. Use of the mini nutritional assessment to detect frailty in hospitalised older people. J Nutr Health Aging. 2012;16(9):764–7.PubMedCrossRef
19.
go back to reference George J, Phun YT, Bailey MJ, et al. Development and validation of the medication regimen complexity index. Ann Pharmacother. 2004;38(9):1369–76.PubMedCrossRef George J, Phun YT, Bailey MJ, et al. Development and validation of the medication regimen complexity index. Ann Pharmacother. 2004;38(9):1369–76.PubMedCrossRef
20.
go back to reference Libby AM, Fish DN, Hosokawa PW, et al. Patient-level medication regimen complexity across populations with chronic disease. Clin Ther. 2013;35(4):385–98.e1. Libby AM, Fish DN, Hosokawa PW, et al. Patient-level medication regimen complexity across populations with chronic disease. Clin Ther. 2013;35(4):385–98.e1.
21.
go back to reference Rettig SM, Wood Y, Hirsch JD. Medication regimen complexity in patients with uncontrolled hypertension and/or diabetes. J Am Pharm Assoc. 2013;53(4):427–31.CrossRef Rettig SM, Wood Y, Hirsch JD. Medication regimen complexity in patients with uncontrolled hypertension and/or diabetes. J Am Pharm Assoc. 2013;53(4):427–31.CrossRef
22.
go back to reference Charlson ME, Pompei P, Ales KL, et al. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.PubMedCrossRef Charlson ME, Pompei P, Ales KL, et al. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.PubMedCrossRef
23.
go back to reference Beloosesky Y, Weiss A, Mansur N. Validity of the medication-based Disease Burden Index compared with the Charlson Comorbidity Index and the Cumulative Illness Rating Scale for geriatrics: a cohort study. Drugs Aging. 2011;28(12):1007–14.PubMedCrossRef Beloosesky Y, Weiss A, Mansur N. Validity of the medication-based Disease Burden Index compared with the Charlson Comorbidity Index and the Cumulative Illness Rating Scale for geriatrics: a cohort study. Drugs Aging. 2011;28(12):1007–14.PubMedCrossRef
24.
go back to reference Hartigan I. A comparative review of the Katz ADL and the Barthel Index in assessing the activities of daily living of older people. Int J Older People Nurs. 2007;2(3):204–12.PubMedCrossRef Hartigan I. A comparative review of the Katz ADL and the Barthel Index in assessing the activities of daily living of older people. Int J Older People Nurs. 2007;2(3):204–12.PubMedCrossRef
26.
go back to reference Luppa M, Luck T, Weyerer S, et al. Prediction of institutionalization in the elderly: a systematic review. Age Ageing. 2010;39(1):31–8.PubMedCrossRef Luppa M, Luck T, Weyerer S, et al. Prediction of institutionalization in the elderly: a systematic review. Age Ageing. 2010;39(1):31–8.PubMedCrossRef
27.
go back to reference Hilmer SN, Gnjidic D. The effects of polypharmacy in older adults. Clin Pharmacol Ther. 2009;85(1):86–8.PubMedCrossRef Hilmer SN, Gnjidic D. The effects of polypharmacy in older adults. Clin Pharmacol Ther. 2009;85(1):86–8.PubMedCrossRef
28.
go back to reference Fulton MM, Allen ER. Polypharmacy in the elderly: a literature review. J Am Acad Nurse Pract. 2005;17(4):123–32.PubMedCrossRef Fulton MM, Allen ER. Polypharmacy in the elderly: a literature review. J Am Acad Nurse Pract. 2005;17(4):123–32.PubMedCrossRef
29.
go back to reference Dierich MT, Mueller C, Westra BL. Medication regimens in older home care patients. J Gerontol Nurs. 2011;37(12):45–55.PubMedCrossRef Dierich MT, Mueller C, Westra BL. Medication regimens in older home care patients. J Gerontol Nurs. 2011;37(12):45–55.PubMedCrossRef
30.
go back to reference Fröhlich SE, Zaccolo AV, da Silva SLC, et al. Association between drug prescribing and quality of life in primary care. Pharm World Sci. 2010;32(6):744–51.PubMedCrossRef Fröhlich SE, Zaccolo AV, da Silva SLC, et al. Association between drug prescribing and quality of life in primary care. Pharm World Sci. 2010;32(6):744–51.PubMedCrossRef
31.
go back to reference Mansur N, Weiss A, Beloosesky Y. Relationship of in-hospital medication modifications of elderly patients to postdischarge medications, adherence, and mortality. Ann Pharmacother. 2008;42(6):783–9.PubMedCrossRef Mansur N, Weiss A, Beloosesky Y. Relationship of in-hospital medication modifications of elderly patients to postdischarge medications, adherence, and mortality. Ann Pharmacother. 2008;42(6):783–9.PubMedCrossRef
32.
go back to reference Betteridge TM, Frampton CM, Jardine DL. Polypharmacy—we make it worse! A cross-sectional study from an acute admissions unit. Intern Med J. 2012;42(2):208–11.PubMedCrossRef Betteridge TM, Frampton CM, Jardine DL. Polypharmacy—we make it worse! A cross-sectional study from an acute admissions unit. Intern Med J. 2012;42(2):208–11.PubMedCrossRef
33.
go back to reference Saad M, Harisingani R, Katinas L. Impact of geriatric consultation on the number of medications in hospitalized older patients. Consult Pharm. 2012;27(1):42–8.PubMedCrossRef Saad M, Harisingani R, Katinas L. Impact of geriatric consultation on the number of medications in hospitalized older patients. Consult Pharm. 2012;27(1):42–8.PubMedCrossRef
34.
go back to reference Corsonello A, Pedone C, Corica F, et al. Polypharmacy in elderly patients at discharge from the acute care hospital. Ther Clin Risk Manag. 2007;3(1):197–203.PubMedCentralPubMedCrossRef Corsonello A, Pedone C, Corica F, et al. Polypharmacy in elderly patients at discharge from the acute care hospital. Ther Clin Risk Manag. 2007;3(1):197–203.PubMedCentralPubMedCrossRef
35.
go back to reference Elliott RA, O’Callaghan CJ. Impact of hospitalisation on the complexity of older patients’ medication regimens and potential for regimen simplification. J Pharm Pract Res. 2011;41:21–5. Elliott RA, O’Callaghan CJ. Impact of hospitalisation on the complexity of older patients’ medication regimens and potential for regimen simplification. J Pharm Pract Res. 2011;41:21–5.
36.
go back to reference Witticke D, Seidling HM, Lohmann K, et al. Opportunities to reduce medication regimen complexity. Drug Saf. 2012;36(1):31–41.CrossRef Witticke D, Seidling HM, Lohmann K, et al. Opportunities to reduce medication regimen complexity. Drug Saf. 2012;36(1):31–41.CrossRef
37.
go back to reference Hope CJ, Wu J, Tu W, et al. Association of medication adherence, knowledge, and skills with emergency department visits by adults 50 years or older with congestive heart failure. Am J Health Syst Pharm. 2004;61(19):2043–9.PubMed Hope CJ, Wu J, Tu W, et al. Association of medication adherence, knowledge, and skills with emergency department visits by adults 50 years or older with congestive heart failure. Am J Health Syst Pharm. 2004;61(19):2043–9.PubMed
38.
go back to reference Stange D, Kriston L, von-Wolff A, et al. Reducing cardiovascular medication complexity in a German university hospital: effects of a structured pharmaceutical management intervention on adherence. J Manag Care Pharm. 2013;19(5):396–407.PubMed Stange D, Kriston L, von-Wolff A, et al. Reducing cardiovascular medication complexity in a German university hospital: effects of a structured pharmaceutical management intervention on adherence. J Manag Care Pharm. 2013;19(5):396–407.PubMed
39.
go back to reference Gnjidic D, Hilmer SN, Blyth FM, et al. Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiol. 2012;65(9):989–95.PubMedCrossRef Gnjidic D, Hilmer SN, Blyth FM, et al. Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiol. 2012;65(9):989–95.PubMedCrossRef
40.
go back to reference Brown SH, Abdelhafiz AH. Institutionalization of older people: prediction and prevention. Aging Health. 2011;7(2):187–203.CrossRef Brown SH, Abdelhafiz AH. Institutionalization of older people: prediction and prevention. Aging Health. 2011;7(2):187–203.CrossRef
41.
go back to reference Campbell SE, Seymour DG, Primrose WR, et al. A systematic literature review of factors affecting outcome in older medical patients admitted to hospital. Age Ageing. 2004;33(2):110–5.PubMedCrossRef Campbell SE, Seymour DG, Primrose WR, et al. A systematic literature review of factors affecting outcome in older medical patients admitted to hospital. Age Ageing. 2004;33(2):110–5.PubMedCrossRef
42.
go back to reference Meyer C, Stern M, Woolley W, et al. How reliable are patient-completed medication reconciliation forms compared with pharmacy lists? Am J Emerg Med. 2011;30:1048–54.PubMedCrossRef Meyer C, Stern M, Woolley W, et al. How reliable are patient-completed medication reconciliation forms compared with pharmacy lists? Am J Emerg Med. 2011;30:1048–54.PubMedCrossRef
43.
go back to reference Bell JS, Johnell K, Wimmer BC, et al. Multidose drug dispensing and optimising drug use in older people. Age Ageing. 2013;42(5):556–8.PubMedCrossRef Bell JS, Johnell K, Wimmer BC, et al. Multidose drug dispensing and optimising drug use in older people. Age Ageing. 2013;42(5):556–8.PubMedCrossRef
44.
go back to reference Lau HS, Florax C, Porsius AJ, et al. The completeness of medication histories in hospital medical records of patients admitted to general internal medicine wards. Br J Clin Pharmacol. 2000;49(6):597–603.PubMedCentralPubMedCrossRef Lau HS, Florax C, Porsius AJ, et al. The completeness of medication histories in hospital medical records of patients admitted to general internal medicine wards. Br J Clin Pharmacol. 2000;49(6):597–603.PubMedCentralPubMedCrossRef
Metadata
Title
Polypharmacy and Medication Regimen Complexity as Factors Associated with Hospital Discharge Destination Among Older People: A Prospective Cohort Study
Authors
Barbara Caecilia Wimmer
Elsa Dent
Renuka Visvanathan
Michael David Wiese
Kristina Johnell
Ian Chapman
J. Simon Bell
Publication date
01-08-2014
Publisher
Springer International Publishing
Published in
Drugs & Aging / Issue 8/2014
Print ISSN: 1170-229X
Electronic ISSN: 1179-1969
DOI
https://doi.org/10.1007/s40266-014-0185-1

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