Skip to main content
Top
Published in: BMC Geriatrics 1/2018

Open Access 01-12-2018 | Research Article

Variation of polypharmacy in older primary care attenders occurs at prescriber level

Authors: Su Miin Ong, Yvonne Mei Fong Lim, Sheamini Sivasampu, Ee Ming Khoo

Published in: BMC Geriatrics | Issue 1/2018

Login to get access

Abstract

Background

Polypharmacy is particularly important in older persons as they are more likely to experience adverse events compared to the rest of the population. Despite the relevance, there is a lack of studies on the possible association of patient, prescriber and practice characteristics with polypharmacy. Thus, the aim of this study was to determine the rate of polypharmacy among older persons attending public and private primary care clinics, and its association with patient, prescriber and practice characteristics.

Methods

We used data from The National Medical Care Survey (NMCS), a national cross-sectional survey of patients’ visits to primary care clinics in Malaysia. A weighted total of 22,832 encounters of patients aged ≥65 years were analysed. Polypharmacy was defined as concomitant use of five medications and above. Multilevel logistic regression was performed to examine the association of polypharmacy with patient, prescriber and practice characteristics.

Results

A total of 20.3% of the older primary care attenders experienced polypharmacy (26.7%% in public and 11.0% in private practice). The adjusted odds ratio (OR) of polypharmacy were 6.37 times greater in public practices. Polypharmacy was associated with patients of female gender (OR 1.49), primary education level (OR 1.61) and multimorbidity (OR 14.21). The variation in rate of polypharmacy was mainly found at prescriber level.

Conclusion

Polypharmacy is common among older persons visiting primary care practices. Given the possible adverse outcomes, interventions to reduce the burden of polypharmacy are best to be directed at individual prescribers.
Literature
2.
go back to reference Payne RA, Avery AJ, Duerden M, Saunders CL, Simpson CR, Abel GA. Prevalence of polypharmacy in a Scottish primary care population. Eur J Clin Pharmacol. 2014;70:575–81.CrossRefPubMed Payne RA, Avery AJ, Duerden M, Saunders CL, Simpson CR, Abel GA. Prevalence of polypharmacy in a Scottish primary care population. Eur J Clin Pharmacol. 2014;70:575–81.CrossRefPubMed
3.
go back to reference Statens institut för folkhälsan (Sweden). Healthy ageing: a challenge for Europe. Sweden, Stockholm: National Institute of Public Health; 2007. Statens institut för folkhälsan (Sweden). Healthy ageing: a challenge for Europe. Sweden, Stockholm: National Institute of Public Health; 2007.
4.
go back to reference Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380:37–43.CrossRefPubMed Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380:37–43.CrossRefPubMed
6.
go back to reference Ziere G, Dieleman JP, Hofman A, Pols HAP, van der Cammen TJM, Stricker BHC. Polypharmacy and falls in the middle age and elderly population. Br J Clin Pharmacol. 2006;61:218–23.CrossRefPubMed Ziere G, Dieleman JP, Hofman A, Pols HAP, van der Cammen TJM, Stricker BHC. Polypharmacy and falls in the middle age and elderly population. Br J Clin Pharmacol. 2006;61:218–23.CrossRefPubMed
7.
go back to reference Flaherty JH, Perry HM, Lynchard GS, Morley JE. Polypharmacy and hospitalization among older home care patients. J Gerontol A Biol Sci Med Sci. 2000;55:M554–9.CrossRefPubMed Flaherty JH, Perry HM, Lynchard GS, Morley JE. Polypharmacy and hospitalization among older home care patients. J Gerontol A Biol Sci Med Sci. 2000;55:M554–9.CrossRefPubMed
8.
go back to reference Maher RL, Hanlon J, Hajjar ER. Clinical consequences of polypharmacy in elderly. Expert Opin Drug Saf. 2014;13:57–65.CrossRefPubMed Maher RL, Hanlon J, Hajjar ER. Clinical consequences of polypharmacy in elderly. Expert Opin Drug Saf. 2014;13:57–65.CrossRefPubMed
10.
go back to reference Parameswaran Nair N, Chalmers L, Peterson GM, Bereznicki BJ, Castelino RL, Bereznicki LR. Hospitalization in older patients due to adverse drug reactions –the need for a prediction tool. Clin Interv Aging. 2016;11:497–505.CrossRefPubMedPubMedCentral Parameswaran Nair N, Chalmers L, Peterson GM, Bereznicki BJ, Castelino RL, Bereznicki LR. Hospitalization in older patients due to adverse drug reactions –the need for a prediction tool. Clin Interv Aging. 2016;11:497–505.CrossRefPubMedPubMedCentral
11.
go back to reference Byles JE, Heinze R, Nair BK, Parkinson L. Medication use among older Australian veterans and war widows. Intern Med J. 2003;33:388–92.CrossRefPubMed Byles JE, Heinze R, Nair BK, Parkinson L. Medication use among older Australian veterans and war widows. Intern Med J. 2003;33:388–92.CrossRefPubMed
12.
go back to reference Chan M, Nicklason F, Vial JH. Adverse drug events as a cause of hospital admission in the elderly. Intern Med J. 2001;31:199–205.CrossRefPubMed Chan M, Nicklason F, Vial JH. Adverse drug events as a cause of hospital admission in the elderly. Intern Med J. 2001;31:199–205.CrossRefPubMed
13.
go back to reference Wimmer BC, Bell JS, Fastbom J, Wiese MD, Johnell K. Medication regimen complexity and polypharmacy as factors associated with all-cause mortality in older people. Ann Pharmacother. 2016;50:89–95.CrossRefPubMedPubMedCentral Wimmer BC, Bell JS, Fastbom J, Wiese MD, Johnell K. Medication regimen complexity and polypharmacy as factors associated with all-cause mortality in older people. Ann Pharmacother. 2016;50:89–95.CrossRefPubMedPubMedCentral
14.
go back to reference Wimmer BC, Bell JS, Fastbom J, Wiese MD, Johnell K. Medication regimen complexity and number of medications as factors associated with unplanned hospitalizations in older people: a population-based cohort study. J Gerontol A Biol Sci Med Sci. 2016;71:831–7.CrossRefPubMed Wimmer BC, Bell JS, Fastbom J, Wiese MD, Johnell K. Medication regimen complexity and number of medications as factors associated with unplanned hospitalizations in older people: a population-based cohort study. J Gerontol A Biol Sci Med Sci. 2016;71:831–7.CrossRefPubMed
15.
go back to reference Turner JP, Jamsen KM, Shakib S, Singhal N, Prowse R, Bell JS. Polypharmacy cut-points in older people with cancer: how many medications are too many? Support Care Cancer. 2016;24:1831–40.CrossRefPubMed Turner JP, Jamsen KM, Shakib S, Singhal N, Prowse R, Bell JS. Polypharmacy cut-points in older people with cancer: how many medications are too many? Support Care Cancer. 2016;24:1831–40.CrossRefPubMed
17.
go back to reference Scott IA, Hilmer SN, Reeve E, Potter K, Le Couteur D, Rigby D, et al. Reducing inappropriate polypharmacy: the process of deprescribing. JAMA Intern Med. 2015;175:827–34.CrossRefPubMed Scott IA, Hilmer SN, Reeve E, Potter K, Le Couteur D, Rigby D, et al. Reducing inappropriate polypharmacy: the process of deprescribing. JAMA Intern Med. 2015;175:827–34.CrossRefPubMed
18.
go back to reference He W, Goodkind D, Kowal PR. An aging world: 2015. United States Census Bureau; 2016. He W, Goodkind D, Kowal PR. An aging world: 2015. United States Census Bureau; 2016.
21.
go back to reference Mimi O, Tong SF, Nordin S, Teng CL, Khoo EM, Abdul-Rahman A, et al. A comparison of morbidity patterns in public and private primary care clinics in Malaysia. Malays Fam Physician. 2011;6:7. Mimi O, Tong SF, Nordin S, Teng CL, Khoo EM, Abdul-Rahman A, et al. A comparison of morbidity patterns in public and private primary care clinics in Malaysia. Malays Fam Physician. 2011;6:7.
22.
go back to reference Aparasu RR, Mort JR, Brandt H. Polypharmacy trends in office visits by the elderly in the United States, 1990 and 2000. Res Soc Adm Pharm. 2005;1:446–59.CrossRef Aparasu RR, Mort JR, Brandt H. Polypharmacy trends in office visits by the elderly in the United States, 1990 and 2000. Res Soc Adm Pharm. 2005;1:446–59.CrossRef
24.
go back to reference O’Dwyer M, Peklar J, McCallion P, McCarron M, Henman MC. Factors associated with polypharmacy and excessive polypharmacy in older people with intellectual disability differ from the general population: a cross-sectional observational nationwide study. BMJ Open. 2016;6:e010505.CrossRefPubMedPubMedCentral O’Dwyer M, Peklar J, McCallion P, McCarron M, Henman MC. Factors associated with polypharmacy and excessive polypharmacy in older people with intellectual disability differ from the general population: a cross-sectional observational nationwide study. BMJ Open. 2016;6:e010505.CrossRefPubMedPubMedCentral
25.
go back to reference Guthrie B, Donnan PT, Murphy DJ, Makubate B, Dreischulte T. Bad apples or spoiled barrels? Multilevel modelling analysis of variation in high-risk prescribing in Scotland between general practitioners and between the practices they work in. BMJ Open. 2015;5:e008270.CrossRefPubMedPubMedCentral Guthrie B, Donnan PT, Murphy DJ, Makubate B, Dreischulte T. Bad apples or spoiled barrels? Multilevel modelling analysis of variation in high-risk prescribing in Scotland between general practitioners and between the practices they work in. BMJ Open. 2015;5:e008270.CrossRefPubMedPubMedCentral
26.
go back to reference Cahir C, Fahey T, Teljeur C, Bennett K. Prescriber variation in potentially inappropriate prescribing in older populations in Ireland. BMC Fam Pract. 2014;15:59.CrossRefPubMedPubMedCentral Cahir C, Fahey T, Teljeur C, Bennett K. Prescriber variation in potentially inappropriate prescribing in older populations in Ireland. BMC Fam Pract. 2014;15:59.CrossRefPubMedPubMedCentral
27.
go back to reference Britt HA. New coding tool for computerised clinical systems in primary care--ICPC plus. Aust Fam Physician. 1997;26(Suppl 2):S79–82.PubMed Britt HA. New coding tool for computerised clinical systems in primary care--ICPC plus. Aust Fam Physician. 1997;26(Suppl 2):S79–82.PubMed
28.
go back to reference WHO Collaborating Centre for Drug Statistics Methodology. Guidelines for ATC classification a nd DDD assignment 2011. Oslo; 2010. WHO Collaborating Centre for Drug Statistics Methodology. Guidelines for ATC classification a nd DDD assignment 2011. Oslo; 2010.
29.
go back to reference O’Halloran J, Miller GC, Britt H. Defining chronic conditions for primary care with ICPC-2. Fam Pract. 2004;21:381–6.CrossRefPubMed O’Halloran J, Miller GC, Britt H. Defining chronic conditions for primary care with ICPC-2. Fam Pract. 2004;21:381–6.CrossRefPubMed
30.
go back to reference Merlo J. A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health. 2006;60:290–7.CrossRefPubMedPubMedCentral Merlo J. A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health. 2006;60:290–7.CrossRefPubMedPubMedCentral
31.
go back to reference StataCorp. Stata Statistical Software. College Station, TX: StataCorp LP; 2015. StataCorp. Stata Statistical Software. College Station, TX: StataCorp LP; 2015.
33.
go back to reference Wu Y-H, Chen C-C, Wu T-Y. Geriatric polypharmacy in Taiwan. J Formos Med Assoc. 2015; Wu Y-H, Chen C-C, Wu T-Y. Geriatric polypharmacy in Taiwan. J Formos Med Assoc. 2015;
34.
go back to reference Kew Y, Chia YL, Lai SM, Chong KY, Ho XL, Liew DW, et al. Traditional and complementary medicine (TCM) among study population with cardiovascular risk; use and substitution for conventional medicine in Pahang, Malaysia. Med J Malays. 2015;70:86–92. Kew Y, Chia YL, Lai SM, Chong KY, Ho XL, Liew DW, et al. Traditional and complementary medicine (TCM) among study population with cardiovascular risk; use and substitution for conventional medicine in Pahang, Malaysia. Med J Malays. 2015;70:86–92.
35.
go back to reference Sellappans R, Lai PSM, Ng CJ. Challenges faced by primary care physicians when prescribing for patients with chronic diseases in a teaching hospital in Malaysia: a qualitative study. BMJ Open. 2015;5:e007817.CrossRefPubMedPubMedCentral Sellappans R, Lai PSM, Ng CJ. Challenges faced by primary care physicians when prescribing for patients with chronic diseases in a teaching hospital in Malaysia: a qualitative study. BMJ Open. 2015;5:e007817.CrossRefPubMedPubMedCentral
36.
go back to reference Ee MK, Ai TC, Su ML, Wai KL, Samad AA, Hanafiah AN, et al. The changing face of primary care: a cross sectional study in Malaysia. Sains Malays. 2015;44:741–6.CrossRef Ee MK, Ai TC, Su ML, Wai KL, Samad AA, Hanafiah AN, et al. The changing face of primary care: a cross sectional study in Malaysia. Sains Malays. 2015;44:741–6.CrossRef
38.
go back to reference McKinlay JB, Trachtenberg F, Marceau LD, Katz JN, Fischer MA. EFFECTS OF PATIENT MEDICATION REQUESTS ON PHYSICIAN PRESCRIBING BEHAVIOR: RESULTS OF A FACTORIAL EXPERIMENT. Med Care. 2014;52:294–9.CrossRefPubMedPubMedCentral McKinlay JB, Trachtenberg F, Marceau LD, Katz JN, Fischer MA. EFFECTS OF PATIENT MEDICATION REQUESTS ON PHYSICIAN PRESCRIBING BEHAVIOR: RESULTS OF A FACTORIAL EXPERIMENT. Med Care. 2014;52:294–9.CrossRefPubMedPubMedCentral
39.
go back to reference Arab M, Torabipour A, Rahimifrooshani A, Rashidian A, Fadai N, Askari R. Factors affecting family physicians’ drug prescribing: a cross-sectional study in Khuzestan, Iran. Int J Health Policy Manag. 2014;3:377–81.CrossRefPubMedPubMedCentral Arab M, Torabipour A, Rahimifrooshani A, Rashidian A, Fadai N, Askari R. Factors affecting family physicians’ drug prescribing: a cross-sectional study in Khuzestan, Iran. Int J Health Policy Manag. 2014;3:377–81.CrossRefPubMedPubMedCentral
40.
go back to reference Tan NC, Tay IH, Ngoh A, Tan M. Factors influencing family physicians’ drug prescribing behaviour in asthma management in primary care. Singap Med J. 2009;50:312. Tan NC, Tay IH, Ngoh A, Tan M. Factors influencing family physicians’ drug prescribing behaviour in asthma management in primary care. Singap Med J. 2009;50:312.
41.
go back to reference Petty DR, Zermansky AG, Alldred DP. The scale of repeat prescribing–time for an update. BMC Health Serv Res. 2014;14(1) Petty DR, Zermansky AG, Alldred DP. The scale of repeat prescribing–time for an update. BMC Health Serv Res. 2014;14(1)
42.
go back to reference Lesén E, Andersson K, Petzold M, Carlsten A. Socioeconomic determinants of psychotropic drug utilisation among elderly: a national population-based cross-sectional study. BMC Public Health. 2010;10:118.CrossRefPubMedPubMedCentral Lesén E, Andersson K, Petzold M, Carlsten A. Socioeconomic determinants of psychotropic drug utilisation among elderly: a national population-based cross-sectional study. BMC Public Health. 2010;10:118.CrossRefPubMedPubMedCentral
43.
go back to reference Mort JR, Aparasu RR. Prescribing potentially inappropriate psychotropic medications to the ambulatory elderly. Arch Intern Med. 2000;160:2825–31.CrossRefPubMed Mort JR, Aparasu RR. Prescribing potentially inappropriate psychotropic medications to the ambulatory elderly. Arch Intern Med. 2000;160:2825–31.CrossRefPubMed
45.
go back to reference Sivasampu S, Mohd Noh K, Chin M. MHSR report on QUALICOPC survey in Malaysia. Ministry of Health: Malaysia and Harvard T.H. Chan School of Public Health, Harvard University; 2016. Sivasampu S, Mohd Noh K, Chin M. MHSR report on QUALICOPC survey in Malaysia. Ministry of Health: Malaysia and Harvard T.H. Chan School of Public Health, Harvard University; 2016.
46.
go back to reference Barkin RL, Beckerman M, Blum SL, Clark FM, Koh E-K, Wu DS. Should nonsteroidal anti-inflammatory drugs (NSAIDs) be prescribed to the older adult? Drugs Aging. 2010;27:775–89.CrossRefPubMed Barkin RL, Beckerman M, Blum SL, Clark FM, Koh E-K, Wu DS. Should nonsteroidal anti-inflammatory drugs (NSAIDs) be prescribed to the older adult? Drugs Aging. 2010;27:775–89.CrossRefPubMed
47.
go back to reference Khoo EM, Lee WK, Sararaks S, Samad AA, Liew SM, Cheong AT, et al. Medical errors in primary care clinics–a cross sectional study. BMC Fam Pract. 2012;13:127.CrossRefPubMedPubMedCentral Khoo EM, Lee WK, Sararaks S, Samad AA, Liew SM, Cheong AT, et al. Medical errors in primary care clinics–a cross sectional study. BMC Fam Pract. 2012;13:127.CrossRefPubMedPubMedCentral
Metadata
Title
Variation of polypharmacy in older primary care attenders occurs at prescriber level
Authors
Su Miin Ong
Yvonne Mei Fong Lim
Sheamini Sivasampu
Ee Ming Khoo
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Geriatrics / Issue 1/2018
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-018-0750-2

Other articles of this Issue 1/2018

BMC Geriatrics 1/2018 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.