Skip to main content
Top
Published in: BMC Public Health 1/2013

Open Access 01-12-2013 | Study protocol

High risk prescribing in older adults: prevalence, clinical and economic implications and potential for intervention at the population level

Authors: Danijela Gnjidic, David G Le Couteur, Sallie-Anne Pearson, Andrew J McLachlan, Rosalie Viney, Sarah N Hilmer, Fiona M Blyth, Grace Joshy, Emily Banks

Published in: BMC Public Health | Issue 1/2013

Login to get access

Abstract

Background

High risk prescribing can compromise independent wellbeing and quality of life in older adults. The aims of this project are to determine the prevalence, risk factors, clinical consequences, and costs of high risk prescribing, and to assess the impact of interventions on high risk prescribing in older people.

Methods

The proposed project will utilise data from the 45 and Up Study, a large scale cohort of 267,153 men and women aged 45 and over recruited during 2006–2009 from the state of New South Wales, Australia linked to a range of administrative health datasets. High risk prescribing will be assessed using three indicators: polypharmacy (use of five or more medicines); Beers Criteria (an explicit measure of potentially inappropriate medication use); and Drug Burden Index (a pharmacologic dose-dependent measure of cumulative exposure to anticholinergic and sedative medicines). Individual risk factors from the 45 and Up Study questionnaire, and health system characteristics from health datasets that are associated with the likelihood of high risk prescribing will be identified. The main outcome measures will include hospitalisation (first admission to hospital, total days in hospital, cause-specific hospitalisation); admission to institutionalised care; all-cause mortality, and, where possible, cause-specific mortality. Economic costs to the health care system and implications of high risk prescribing will be also investigated. In addition, changes in high risk prescribing will be evaluated in relation to certain routine medicines-related interventions. The statistical analysis will be conducted using standard pharmaco-epidemiological methods including descriptive analysis, univariate and multivariate regression analysis, controlling for relevant confounding factors, using a number of different approaches.

Discussion

The availability of large-scale data is useful to identify opportunities for improving prescribing, and health in older adults. The size of the 45 and Up Study, along with linkage to health databases provides an important opportunity to investigate the relationship between high risk prescribing and adverse outcomes in a real-world population of older adults.
Appendix
Available only for authorised users
Literature
1.
go back to reference Hilmer SN, Gnjidic D: The effects of polypharmacy in older adults. Clin Pharmacol Ther. 2009, 85 (1): 86-88. 10.1038/clpt.2008.224.CrossRefPubMed Hilmer SN, Gnjidic D: The effects of polypharmacy in older adults. Clin Pharmacol Ther. 2009, 85 (1): 86-88. 10.1038/clpt.2008.224.CrossRefPubMed
2.
go back to reference Hilmer SN, Gnjidic D, Abernethy DR: Pharmacoepidemiology in the postmarketing assessment of the safety and efficacy of drugs in older adults. J Gerontol A Biol Sci Med Sci. 2012, 67 (2): 181-188.CrossRefPubMed Hilmer SN, Gnjidic D, Abernethy DR: Pharmacoepidemiology in the postmarketing assessment of the safety and efficacy of drugs in older adults. J Gerontol A Biol Sci Med Sci. 2012, 67 (2): 181-188.CrossRefPubMed
3.
go back to reference McLean AJ, Le Couteur DG: Aging biology and geriatric clinical pharmacology. Pharmacol Rev. 2004, 56 (2): 163-184. 10.1124/pr.56.2.4.CrossRefPubMed McLean AJ, Le Couteur DG: Aging biology and geriatric clinical pharmacology. Pharmacol Rev. 2004, 56 (2): 163-184. 10.1124/pr.56.2.4.CrossRefPubMed
4.
go back to reference Morgan TK, Williamson M, Pirotta M, Stewart K, Myers SP, Barnes J: A national census of medicines use: a 24-hour snapshot of Australians aged 50 years and older. Med J Aust. 2012, 196 (1): 50-53.CrossRefPubMed Morgan TK, Williamson M, Pirotta M, Stewart K, Myers SP, Barnes J: A national census of medicines use: a 24-hour snapshot of Australians aged 50 years and older. Med J Aust. 2012, 196 (1): 50-53.CrossRefPubMed
5.
go back to reference Gnjidic D, Hilmer SN, Blyth F, Naganathan V, Cumming RG, Handelsman D, McLachlan AJ, Abernethy DR, Banks E, Le Couteur DG: High risk prescribing and incidence of frailty among older community-dwelling men. Clin Pharmacol Ther. 2012, 91: 521-528. 10.1038/clpt.2011.258.CrossRefPubMed Gnjidic D, Hilmer SN, Blyth F, Naganathan V, Cumming RG, Handelsman D, McLachlan AJ, Abernethy DR, Banks E, Le Couteur DG: High risk prescribing and incidence of frailty among older community-dwelling men. Clin Pharmacol Ther. 2012, 91: 521-528. 10.1038/clpt.2011.258.CrossRefPubMed
6.
go back to reference Jyrkka J, Enlund H, Lavikainen P, Sulkava R, Hartikainen S: Association of polypharmacy with nutritional status, functional ability and cognitive capacity over a three-year period in an elderly population. Pharmacoepidemiol Drug Saf. 2011, 20 (5): 514-522. 10.1002/pds.2116.CrossRefPubMed Jyrkka J, Enlund H, Lavikainen P, Sulkava R, Hartikainen S: Association of polypharmacy with nutritional status, functional ability and cognitive capacity over a three-year period in an elderly population. Pharmacoepidemiol Drug Saf. 2011, 20 (5): 514-522. 10.1002/pds.2116.CrossRefPubMed
7.
go back to reference Fick DM, Cooper JW, Wade WE, Waller JL, Maclean JR, Beers MH: 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): 2716-2724. 10.1001/archinte.163.22.2716.CrossRefPubMed Fick DM, Cooper JW, Wade WE, Waller JL, Maclean JR, Beers MH: 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): 2716-2724. 10.1001/archinte.163.22.2716.CrossRefPubMed
8.
go back to reference American geriatrics society updated beers criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2012, 60 (4): 616-631. American geriatrics society updated beers criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2012, 60 (4): 616-631.
9.
go back to reference Aparasu RR, Mort JR: Inappropriate prescribing for the elderly: beers criteria-based review. Ann Pharmacother. 2000, 34 (3): 338-346.CrossRefPubMed Aparasu RR, Mort JR: Inappropriate prescribing for the elderly: beers criteria-based review. Ann Pharmacother. 2000, 34 (3): 338-346.CrossRefPubMed
10.
go back to reference Opondo D, Eslami S, Visscher S, de Rooij SE, Verheij R, Korevaar JC, Abu-Hanna A: Inappropriateness of medication prescriptions to elderly patients in the primary care setting: a systematic review. PLoS One. 2012, 7 (8): e43617-10.1371/journal.pone.0043617.CrossRefPubMedPubMedCentral Opondo D, Eslami S, Visscher S, de Rooij SE, Verheij R, Korevaar JC, Abu-Hanna A: Inappropriateness of medication prescriptions to elderly patients in the primary care setting: a systematic review. PLoS One. 2012, 7 (8): e43617-10.1371/journal.pone.0043617.CrossRefPubMedPubMedCentral
11.
go back to reference Hilmer SN, Mager DE, Simonsick EM, Cao Y, Ling SM, Windham BG, Harris TB, Hanlon JT, Rubin SM, Shorr RI, et al: A drug burden index to define the functional burden of medications in older people. Arch Intern Med. 2007, 167 (8): 781-787. 10.1001/archinte.167.8.781.CrossRefPubMed Hilmer SN, Mager DE, Simonsick EM, Cao Y, Ling SM, Windham BG, Harris TB, Hanlon JT, Rubin SM, Shorr RI, et al: A drug burden index to define the functional burden of medications in older people. Arch Intern Med. 2007, 167 (8): 781-787. 10.1001/archinte.167.8.781.CrossRefPubMed
12.
go back to reference Gnjidic D, Cumming RG, Le Couteur DG, Handelsman DJ, Naganathan V, Abernethy DR, Hilmer SN: Drug burden index and physical function in older Australian men. Br J Clin Pharmacol. 2009, 68 (1): 97-105. 10.1111/j.1365-2125.2009.03411.x.CrossRefPubMedPubMedCentral Gnjidic D, Cumming RG, Le Couteur DG, Handelsman DJ, Naganathan V, Abernethy DR, Hilmer SN: Drug burden index and physical function in older Australian men. Br J Clin Pharmacol. 2009, 68 (1): 97-105. 10.1111/j.1365-2125.2009.03411.x.CrossRefPubMedPubMedCentral
13.
go back to reference Wilson NM, Hilmer SN, March LM, Cameron ID, Lord SR, Seibel MJ, Mason RS, Chen JS, Cumming RG, Sambrook PN: Associations between Drug Burden Index and falls in older people in residential aged care. J Am Geriatr Soc. 2011, 59 (5): 875-880. 10.1111/j.1532-5415.2011.03386.x.CrossRefPubMed Wilson NM, Hilmer SN, March LM, Cameron ID, Lord SR, Seibel MJ, Mason RS, Chen JS, Cumming RG, Sambrook PN: Associations between Drug Burden Index and falls in older people in residential aged care. J Am Geriatr Soc. 2011, 59 (5): 875-880. 10.1111/j.1532-5415.2011.03386.x.CrossRefPubMed
14.
go back to reference Hilmer SN, Mager DE, Simonsick EM, Ling SM, Windham BG, Harris TB, Shorr RI, Bauer DC, Abernethy DR: Drug burden index score and functional decline in older people. Am J Med. 2009, 122 (12): 1142-1149. 10.1016/j.amjmed.2009.02.021. e1142CrossRefPubMedPubMedCentral Hilmer SN, Mager DE, Simonsick EM, Ling SM, Windham BG, Harris TB, Shorr RI, Bauer DC, Abernethy DR: Drug burden index score and functional decline in older people. Am J Med. 2009, 122 (12): 1142-1149. 10.1016/j.amjmed.2009.02.021. e1142CrossRefPubMedPubMedCentral
15.
go back to reference Gnjidic D, Le Couteur DG, Abernethy DR, Hilmer SN: Drug burden index and beers criteria: impact on functional outcomes in older people living in self-care retirement villages. J Clin Pharm. 2012, 52: 258-265. 10.1177/0091270010395591.CrossRef Gnjidic D, Le Couteur DG, Abernethy DR, Hilmer SN: Drug burden index and beers criteria: impact on functional outcomes in older people living in self-care retirement villages. J Clin Pharm. 2012, 52: 258-265. 10.1177/0091270010395591.CrossRef
16.
go back to reference Gnjidic D, Bell JS, Hilmer SN, Lonnroos E, Sulkava R, Hartikainen S: Drug burden index associated with function in community dwelling older people living in finland: a cross-sectional study. Ann Med. 2012, 44: 458-467. 10.3109/07853890.2011.573499.CrossRefPubMed Gnjidic D, Bell JS, Hilmer SN, Lonnroos E, Sulkava R, Hartikainen S: Drug burden index associated with function in community dwelling older people living in finland: a cross-sectional study. Ann Med. 2012, 44: 458-467. 10.3109/07853890.2011.573499.CrossRefPubMed
17.
go back to reference Gnjidic D, Hilmer S, Le Couteur D: High risk prescribing in older adults: more harm than good?. Aging Health. 2012, 8 (4): 325-327. 10.2217/ahe.12.35.CrossRef Gnjidic D, Hilmer S, Le Couteur D: High risk prescribing in older adults: more harm than good?. Aging Health. 2012, 8 (4): 325-327. 10.2217/ahe.12.35.CrossRef
18.
go back to reference Lonnroos E, Gnjidic D, Hilmer SN, Bell JS, Kautiainen H, Sulkava R, Hartikainen S: Drug burden index and hospitalization among community-dwelling older people. Drugs Aging. 2012, 29 (5): 395-404. 10.2165/11631420-000000000-00000.CrossRefPubMed Lonnroos E, Gnjidic D, Hilmer SN, Bell JS, Kautiainen H, Sulkava R, Hartikainen S: Drug burden index and hospitalization among community-dwelling older people. Drugs Aging. 2012, 29 (5): 395-404. 10.2165/11631420-000000000-00000.CrossRefPubMed
19.
go back to reference Lowry E, Woodman RJ, Soiza RL, Hilmer SN, Mangoni AA: Drug burden index, physical function, and adverse outcomes in older hospitalized patients. J Clin Pharmacol. 2012, 52 (10): 1584-1591. 10.1177/0091270011421489.CrossRefPubMed Lowry E, Woodman RJ, Soiza RL, Hilmer SN, Mangoni AA: Drug burden index, physical function, and adverse outcomes in older hospitalized patients. J Clin Pharmacol. 2012, 52 (10): 1584-1591. 10.1177/0091270011421489.CrossRefPubMed
20.
go back to reference Nishtala PS, McLachlan AJ, Bell JS, Chen TF: Psychotropic prescribing in long-term care facilities: impact of medication reviews and educational interventions. Am J Geriatr Psychiatry. 2008, 16 (8): 621-632. 10.1097/JGP.0b013e31817c6abe.CrossRefPubMed Nishtala PS, McLachlan AJ, Bell JS, Chen TF: Psychotropic prescribing in long-term care facilities: impact of medication reviews and educational interventions. Am J Geriatr Psychiatry. 2008, 16 (8): 621-632. 10.1097/JGP.0b013e31817c6abe.CrossRefPubMed
21.
go back to reference Crotty M, Halbert J, Rowett D, Giles L, Birks R, Williams H, Whitehead C: An outreach geriatric medication advisory service in residential aged care: a randomised controlled trial of case conferencing. Age Ageing. 2004, 33 (6): 612-617. 10.1093/ageing/afh213.CrossRefPubMed Crotty M, Halbert J, Rowett D, Giles L, Birks R, Williams H, Whitehead C: An outreach geriatric medication advisory service in residential aged care: a randomised controlled trial of case conferencing. Age Ageing. 2004, 33 (6): 612-617. 10.1093/ageing/afh213.CrossRefPubMed
22.
go back to reference Patterson SM, Hughes C, Kerse N, Cardwell CR, Bradley MC: Interventions to improve the appropriate use of polypharmacy for older people. Cochrane Database Syst Rev. 2012, 5: CD008165-PubMed Patterson SM, Hughes C, Kerse N, Cardwell CR, Bradley MC: Interventions to improve the appropriate use of polypharmacy for older people. Cochrane Database Syst Rev. 2012, 5: CD008165-PubMed
23.
go back to reference Iyer S, Naganathan V, McLachlan AJ, Le Couteur DG: Medication withdrawal trials in people aged 65 years and older: a systematic review. Drugs Aging. 2008, 25 (12): 1021-1031. 10.2165/0002512-200825120-00004.CrossRefPubMed Iyer S, Naganathan V, McLachlan AJ, Le Couteur DG: Medication withdrawal trials in people aged 65 years and older: a systematic review. Drugs Aging. 2008, 25 (12): 1021-1031. 10.2165/0002512-200825120-00004.CrossRefPubMed
24.
go back to reference Gnjidic D, Le Couteur DG, Kouladjian L, Hilmer SN: Deprescribing trials: methods to reduce polypharmacy and the impact on prescribing and clinical outcomes. Clin Geriatr Med. 2012, 28: 237-253. 10.1016/j.cger.2012.01.006.CrossRefPubMed Gnjidic D, Le Couteur DG, Kouladjian L, Hilmer SN: Deprescribing trials: methods to reduce polypharmacy and the impact on prescribing and clinical outcomes. Clin Geriatr Med. 2012, 28: 237-253. 10.1016/j.cger.2012.01.006.CrossRefPubMed
25.
go back to reference Banks E, Redman S, Jorm L, Armstrong B, Bauman A, Beard J, Beral V, Byles J, Corbett S, Cumming R, et al: Cohort profile: the 45 and up study. Int J Epidemiol. 2008, 37 (5): 941-947.CrossRefPubMed Banks E, Redman S, Jorm L, Armstrong B, Bauman A, Beard J, Beral V, Byles J, Corbett S, Cumming R, et al: Cohort profile: the 45 and up study. Int J Epidemiol. 2008, 37 (5): 941-947.CrossRefPubMed
27.
go back to reference Australian Bureau of Statistics: National Health Survey 2004–05: Summary of results, cat. no. 4364.0. 2006, Canberra: ABS Australian Bureau of Statistics: National Health Survey 2004–05: Summary of results, cat. no. 4364.0. 2006, Canberra: ABS
31.
go back to reference Choicemaker (software) ChoiceMaker Technologies. 2006, USA: New York Choicemaker (software) ChoiceMaker Technologies. 2006, USA: New York
32.
go back to reference Gnjidic D, Hilmer SN, Blyth F, Naganathan V, Waite L, Seibel MJ, McLachlan AJ, Cumming RG, Handelsman D, Le Couteur DG: Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiology. 2012, 65: 989-995. 10.1016/j.jclinepi.2012.02.018.CrossRef Gnjidic D, Hilmer SN, Blyth F, Naganathan V, Waite L, Seibel MJ, McLachlan AJ, Cumming RG, Handelsman D, Le Couteur DG: Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiology. 2012, 65: 989-995. 10.1016/j.jclinepi.2012.02.018.CrossRef
33.
go back to reference Pearson SA, Ringland C, Kelman C, Mant A, Lowinger J, Stark H, Nichol G, Day R, Henry D: Patterns of analgesic and anti-inflammatory medicine use by Australian veterans. Intern Med J. 2007, 37 (12): 798-805. 10.1111/j.1445-5994.2007.01516.x.CrossRefPubMed Pearson SA, Ringland C, Kelman C, Mant A, Lowinger J, Stark H, Nichol G, Day R, Henry D: Patterns of analgesic and anti-inflammatory medicine use by Australian veterans. Intern Med J. 2007, 37 (12): 798-805. 10.1111/j.1445-5994.2007.01516.x.CrossRefPubMed
34.
37.
go back to reference Ponsonby AL, Dwyer T, Couper D: Is this finding relevant? Generalisation and epidemiology. Aust N Z J Public Health. 1996, 20 (1): 54-56. 10.1111/j.1467-842X.1996.tb01336.x.CrossRefPubMed Ponsonby AL, Dwyer T, Couper D: Is this finding relevant? Generalisation and epidemiology. Aust N Z J Public Health. 1996, 20 (1): 54-56. 10.1111/j.1467-842X.1996.tb01336.x.CrossRefPubMed
39.
go back to reference Mealing NM, Banks E, Jorm LR, Steel DG, Clements MS, Rogers KD: Investigation of relative risk estimates from studies of the same population with contrasting response rates and designs. BMC Med Res Methodol. 2010, 10: 26-10.1186/1471-2288-10-26.CrossRefPubMedPubMedCentral Mealing NM, Banks E, Jorm LR, Steel DG, Clements MS, Rogers KD: Investigation of relative risk estimates from studies of the same population with contrasting response rates and designs. BMC Med Res Methodol. 2010, 10: 26-10.1186/1471-2288-10-26.CrossRefPubMedPubMedCentral
40.
go back to reference Doll R, Peto R, Wheatley K, Gray R, Sutherland I: Mortality in relation to smoking: 40 years' observations on male British doctors. BMJ. 1994, 309 (6959): 901-911. 10.1136/bmj.309.6959.901.CrossRefPubMedPubMedCentral Doll R, Peto R, Wheatley K, Gray R, Sutherland I: Mortality in relation to smoking: 40 years' observations on male British doctors. BMJ. 1994, 309 (6959): 901-911. 10.1136/bmj.309.6959.901.CrossRefPubMedPubMedCentral
Metadata
Title
High risk prescribing in older adults: prevalence, clinical and economic implications and potential for intervention at the population level
Authors
Danijela Gnjidic
David G Le Couteur
Sallie-Anne Pearson
Andrew J McLachlan
Rosalie Viney
Sarah N Hilmer
Fiona M Blyth
Grace Joshy
Emily Banks
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2013
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-115

Other articles of this Issue 1/2013

BMC Public Health 1/2013 Go to the issue