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Published in: BMC Geriatrics 1/2018

Open Access 01-12-2018 | Research article

Predictors of polypharmacy among elderly Thais with depressive and anxiety disorders: findings from the DAS study

Authors: Nahathai Wongpakaran, Tinakon Wongpakaran, Thanitha Sirirak, Rewadee Jenraumjit, Surin Jiraniramai, Peerasak Lerttrakarnnon

Published in: BMC Geriatrics | Issue 1/2018

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Abstract

Background

Polypharmacy is a geriatric syndrome defined variously as the use of potentially inappropriate drugs and/or the concurrent use of multiple medications including prescription and over-the-counter drugs. An association has been shown between polypharmacy and physical health, increased morbidity and increased mortality. However, there is little information regarding the association between polypharmacy and physical disease, personality trait and mental health problems in elderly. The aim of this study was to investigate potential predictive psychosocial factors related to polypharmacy in elderly Thai people.

Methods

The study analysed the secondary data from the Depressive Disorders, Anxiety Disorders, Suicide Risk and Associated Factors Among Elderly Thai People Program (DAS Study) which was funded by National Research Council of Thailand and conducted between January 2012 and April 2013. Demographic and baseline clinical characteristics including sex, age, education, living alone or with others, access to health care privilege and monthly income were described. The number of medication, physical diseases and mental health problems (i.e. depression, anxiety, and personality trait of neuroticism) were analyzed using descriptive statistics, chi-square and proportional odds logistic regression.

Results

The 803 participants consumed an average of 2.13 prescribed medicines daily (SD 1.46, median = 2). The largest group used 3 medications (18.6%). Predictors found to be associated with polypharmacy in the logistic regression model included hypertension (OR = 1.985, 95% CI = 1.420–2.775), anxiety disorder (OR = 4.402, 95% CI = 2.630–7.367), number of diseases (OR = 2.140, 95% CI = 1.874–2.445), depressive disorder (OR = 1.470, 95% CI = 1.080–2.001), diabetes mellitus (OR = 1.864, 95% CI = 1.122–3.098) and dyslipidemia (OR = 0.511, 95%CI = 0.325–0.803).

Conclusions

The prevalence of polypharmacy among Thai elderly was relatively high compared to other related studies. Several aspects should be taken into consideration before starting an additional medication in elderly patients. In addition to the number of physical disease that leads to polypharmacy, general practitioners should be aware of anxiety, depression, and personality trait of neuroticism that may be related to polypharmacy. Early detection for such condition as well as non-pharmacological intervention could be one way to help reduce polypharmacy in the elderly.
Literature
1.
go back to reference Masnoon N, Shakib S, Kalisch-Ellett L, Caughey GE. What is polypharmacy? A systematic review of definitions. BMC Geriatr. 2017;17(1):230 http:// doi:10.1186/s12877-017-0621-2.CrossRef Masnoon N, Shakib S, Kalisch-Ellett L, Caughey GE. What is polypharmacy? A systematic review of definitions. BMC Geriatr. 2017;17(1):230 http:// doi:10.1186/s12877-017-0621-2.CrossRef
2.
go back to reference Bushardt RL, Massey EB, Simpson TW, Ariail JC, Simpson KN. Polypharmacy : misleading but manageable. Clin Interv Aging. 2008;3(2):383–9.CrossRef Bushardt RL, Massey EB, Simpson TW, Ariail JC, Simpson KN. Polypharmacy : misleading but manageable. Clin Interv Aging. 2008;3(2):383–9.CrossRef
3.
go back to reference Haider SI, Johnell K, Weitoft GR, Thorslund M, Fastbom J. The influence of educational level on polypharmacy and inappropriate drug use: a register-based study of more than 600,000 older people. J Am Geriatr Soc. 2009;57:62–9.CrossRef Haider SI, Johnell K, Weitoft GR, Thorslund M, Fastbom J. The influence of educational level on polypharmacy and inappropriate drug use: a register-based study of more than 600,000 older people. J Am Geriatr Soc. 2009;57:62–9.CrossRef
4.
go back to reference Cashion W, McClellan W, Howard G, et al. Geographic region and racial variations in polypharmacy in the United States. Annual of Epidemiology. 2015;25:433–8.CrossRef Cashion W, McClellan W, Howard G, et al. Geographic region and racial variations in polypharmacy in the United States. Annual of Epidemiology. 2015;25:433–8.CrossRef
5.
go back to reference Molokhia M, Majeed A. Current and future perspectives on the management of polypharmacy. BMC Fam Pract. 2017;18(1):70 http://doi:10.1186/s12875-017-0642-0.CrossRef Molokhia M, Majeed A. Current and future perspectives on the management of polypharmacy. BMC Fam Pract. 2017;18(1):70 http://​doi:10.1186/s12875-017-0642-0.CrossRef
6.
go back to reference Fried TR, Leary JO, Towle V, Goldstein MK, Trentalange M, Martin DK. Health outcomes associated with polypharmacy in community-dwelling older adults: a systematic review. J Am Geriatr Soc. 2014;62:2261–72.CrossRef Fried TR, Leary JO, Towle V, Goldstein MK, Trentalange M, Martin DK. Health outcomes associated with polypharmacy in community-dwelling older adults: a systematic review. J Am Geriatr Soc. 2014;62:2261–72.CrossRef
7.
go back to reference Lim LM, McStea M, Chung WW, et al. Prevalence, risk factors and health outcomes associated with polypharmacy among urban community-dwelling older adults in multiethnic Malaysia. PLoS ONE. 2017;12(3):e0173466: http:// e0173466.doi:10.1371 /journal.pone.0173466.CrossRef Lim LM, McStea M, Chung WW, et al. Prevalence, risk factors and health outcomes associated with polypharmacy among urban community-dwelling older adults in multiethnic Malaysia. PLoS ONE. 2017;12(3):e0173466: http:// e0173466.doi:10.1371 /journal.pone.0173466.CrossRef
8.
go back to reference Makboona K, Pongpaew W, Mit-tangkulra P. Polypharmacy situation in Thambol Tubteelek of Muang District, Suphanburi Province. Health Environ J. 2014;5(3):1–8. Makboona K, Pongpaew W, Mit-tangkulra P. Polypharmacy situation in Thambol Tubteelek of Muang District, Suphanburi Province. Health Environ J. 2014;5(3):1–8.
9.
go back to reference Bregnhoj L, Thirstrup S, Kristensen MB, Bjerrum L, Sonne J. Combined intervention programme reduces inappropriate prescribing in elderly patients exposed to polypharmacy in primary care. Eur J Clin Pharmacol. 2009;65:199–207.CrossRef Bregnhoj L, Thirstrup S, Kristensen MB, Bjerrum L, Sonne J. Combined intervention programme reduces inappropriate prescribing in elderly patients exposed to polypharmacy in primary care. Eur J Clin Pharmacol. 2009;65:199–207.CrossRef
10.
go back to reference Lu WH, Wen YW, Chen LK, Hsiao FY. Effect of polypharmacy, potentially inappropriate medications and anticholinergic burden on clinical outcomes: a retrospective cohort study. CMAJ. 2015;187(4):130–7.CrossRef Lu WH, Wen YW, Chen LK, Hsiao FY. Effect of polypharmacy, potentially inappropriate medications and anticholinergic burden on clinical outcomes: a retrospective cohort study. CMAJ. 2015;187(4):130–7.CrossRef
11.
go back to reference Junius-Walker U, Theile G, Hummers-Pradier E. Prevalence and predictors of polypharmacy among older primary care patients in Germany. Fam Pract. 2007;24:14–9.CrossRef Junius-Walker U, Theile G, Hummers-Pradier E. Prevalence and predictors of polypharmacy among older primary care patients in Germany. Fam Pract. 2007;24:14–9.CrossRef
12.
go back to reference Kim HA, Shin JY, Kim MH, Park BJ. Prevalence and Predictors of Polypharmacy among Korean Elderly. PLoS ONE. 2014;9(6):e98043 http://doi:10.1371/journal.pone. 0098043.CrossRef Kim HA, Shin JY, Kim MH, Park BJ. Prevalence and Predictors of Polypharmacy among Korean Elderly. PLoS ONE. 2014;9(6):e98043 http://​doi:10.1371/journal.pone. 0098043.CrossRef
13.
go back to reference Golchin N, Frank SH, Vince A, Isham L, Meropol SB. Polypharmacy in the elderly. J Res Pharm Pract. 2015;4(2):85–8.CrossRef Golchin N, Frank SH, Vince A, Isham L, Meropol SB. Polypharmacy in the elderly. J Res Pharm Pract. 2015;4(2):85–8.CrossRef
14.
go back to reference Gomez C, Quiroga SV, Pareja FB, Medrano MJ, Louis ED, Leon JB. Polypharmacy in the elderly: a marker of increased risk of mortality in a population-based prospective study (NEDICES). Gerontology. 2015;61:301–9.CrossRef Gomez C, Quiroga SV, Pareja FB, Medrano MJ, Louis ED, Leon JB. Polypharmacy in the elderly: a marker of increased risk of mortality in a population-based prospective study (NEDICES). Gerontology. 2015;61:301–9.CrossRef
16.
go back to reference Pardo Cabello AJ, Del Pozo GE, Gomez Jimenez FJ, Moto Rodriguez C, Luna Del Castillo D, Puche CE. Drug-related mortality among inpatients: a retrospective observational study. Eur J Clin Pharmacol. 2016;72(6):731–6 https://doi: 10.1007/s00228-016-2026-0.CrossRef Pardo Cabello AJ, Del Pozo GE, Gomez Jimenez FJ, Moto Rodriguez C, Luna Del Castillo D, Puche CE. Drug-related mortality among inpatients: a retrospective observational study. Eur J Clin Pharmacol. 2016;72(6):731–6 https://​doi: 10.1007/s00228-016-2026-0.CrossRef
18.
go back to reference Hajjar ER, Cafiero AC, Hanlon JT. Polypharmacy in elderly patients. Am J Geriatr Pharmacother. 2007;5:345–51.CrossRef Hajjar ER, Cafiero AC, Hanlon JT. Polypharmacy in elderly patients. Am J Geriatr Pharmacother. 2007;5:345–51.CrossRef
19.
go back to reference Chan DC, Hao YT, Wu SC. Characteristics of outpatient prescriptions for frail Taiwanese elders with long-term care needs. Pharmacoepidemiol Drug Saf. 2009;18(14):327–34.CrossRef Chan DC, Hao YT, Wu SC. Characteristics of outpatient prescriptions for frail Taiwanese elders with long-term care needs. Pharmacoepidemiol Drug Saf. 2009;18(14):327–34.CrossRef
20.
go back to reference Limpawattana P, Kamolchai N, Theeranut A, Pimporm J. Potentially inappropriate prescribing of Thai older adults in and internal medicine outpatient clinic of a tertiary care hospital. Afr J Pharm Pharmacol. 2013;7(34):2417–22.CrossRef Limpawattana P, Kamolchai N, Theeranut A, Pimporm J. Potentially inappropriate prescribing of Thai older adults in and internal medicine outpatient clinic of a tertiary care hospital. Afr J Pharm Pharmacol. 2013;7(34):2417–22.CrossRef
21.
go back to reference Nobili A, Licata G, Salerno F, et al. Polypharmacy, length of hospital stay, and in-hospital mortality among elderly patients in internal medicine wards. The REPOSI study. Eur J Clin Pharmacol. 2011;67(5):507–19 https://doi:10.1007/s00228-010-0977-0.CrossRef Nobili A, Licata G, Salerno F, et al. Polypharmacy, length of hospital stay, and in-hospital mortality among elderly patients in internal medicine wards. The REPOSI study. Eur J Clin Pharmacol. 2011;67(5):507–19 https://​doi:10.1007/s00228-010-0977-0.CrossRef
22.
go back to reference Al-Hashar A, Al Sinawi H, Al Mahrizi A, Al-Hatrushi M. Prevalence and covariates of polypharmacy in elderly patients on discharge from a tertiary Care Hospital in Oman. Oman Med J. 2016;31(6):421–5 https://doi:10.5001/omj.2016.85.CrossRef Al-Hashar A, Al Sinawi H, Al Mahrizi A, Al-Hatrushi M. Prevalence and covariates of polypharmacy in elderly patients on discharge from a tertiary Care Hospital in Oman. Oman Med J. 2016;31(6):421–5 https://​doi:10.5001/omj.2016.85.CrossRef
23.
go back to reference Qato DM, Wilder J, Schumm LP, Gillet V, Alexander GC. Changes in prescription and over-the-counter medication and dietary supplement use among older adults in the United States, 2005 vs 2011. JAMA Intern Med. 2016;176(4):473–82 https:// doi:10.1001/jamainternmed.2015.8581.CrossRef Qato DM, Wilder J, Schumm LP, Gillet V, Alexander GC. Changes in prescription and over-the-counter medication and dietary supplement use among older adults in the United States, 2005 vs 2011. JAMA Intern Med. 2016;176(4):473–82 https:// doi:10.1001/jamainternmed.2015.8581.CrossRef
24.
go back to reference Wungthanakorn S, Phatidumrongkul C, Khomchan P. Factors affecting medication taking behaviors in hypertensive patients. Songkla Med J. 2008;26(6):539–47. Wungthanakorn S, Phatidumrongkul C, Khomchan P. Factors affecting medication taking behaviors in hypertensive patients. Songkla Med J. 2008;26(6):539–47.
26.
go back to reference Atari M, Yaghoubirad M. The big five personality dimensions and mental health: the mediating role of alexithymia. Asian J Psychiatr. 2016;24:59–64.CrossRef Atari M, Yaghoubirad M. The big five personality dimensions and mental health: the mediating role of alexithymia. Asian J Psychiatr. 2016;24:59–64.CrossRef
28.
29.
go back to reference Chen CY, Lee CW, Chien SC, SU MI, Lin SI, Cheng CW, et al. Dyslipidemia management for elderly people with metabolic syndrome. 2018;12(1):7–11.doi:http://doi.org/10/1016/j.ijge.2017.07.001. Chen CY, Lee CW, Chien SC, SU MI, Lin SI, Cheng CW, et al. Dyslipidemia management for elderly people with metabolic syndrome. 2018;12(1):7–11.doi:http://​doi.​org/​10/​1016/​j.​ijge.​2017.​07.​001.​
31.
go back to reference Virtanen M, Ferrie JE, Akbaraly T, et al. Metabolic syndrome and symptom resolution in depression: a 5-year follow-up of older adults. J Clin Psychiatry. 2017;78(1):e1–7.CrossRef Virtanen M, Ferrie JE, Akbaraly T, et al. Metabolic syndrome and symptom resolution in depression: a 5-year follow-up of older adults. J Clin Psychiatry. 2017;78(1):e1–7.CrossRef
32.
go back to reference Valkanova V, Ebmeier KP. Vascular risk factors and depression in later life: a systematic review and meta-analysis. Biol Psychiatry. 2013;73(5):406–13.CrossRef Valkanova V, Ebmeier KP. Vascular risk factors and depression in later life: a systematic review and meta-analysis. Biol Psychiatry. 2013;73(5):406–13.CrossRef
33.
go back to reference Liu CP, Leung DS, Chi I. Social functioning, polypharmacy and depression in older Chinese primary care patients. Aging Ment Health. 2011;15(6):732–41.CrossRef Liu CP, Leung DS, Chi I. Social functioning, polypharmacy and depression in older Chinese primary care patients. Aging Ment Health. 2011;15(6):732–41.CrossRef
34.
go back to reference Sanglier T, Saragoussi D, Milea D, Tournier M. Depressed older adults may be less cared for than depressed younger ones. Psychiatry Res. 2015;229(3):905–12.CrossRef Sanglier T, Saragoussi D, Milea D, Tournier M. Depressed older adults may be less cared for than depressed younger ones. Psychiatry Res. 2015;229(3):905–12.CrossRef
35.
go back to reference Mourad G, Jaarsma T, Strömberg A, Svensson E, Johansson P. The associations between psychological distress and healthcare use in patients with non-cardiac chest pain: does a history of cardiac disease matter ? BMC Psychiatry. 2018;18(1):172.CrossRef Mourad G, Jaarsma T, Strömberg A, Svensson E, Johansson P. The associations between psychological distress and healthcare use in patients with non-cardiac chest pain: does a history of cardiac disease matter ? BMC Psychiatry. 2018;18(1):172.CrossRef
36.
go back to reference Nakagami Y, Sugihara G, Takei N, Fujii T, Hashimoto M, Murakami K, et al. Effect of physical state on pain mediated through emotional health in rheumatoid arthritis. Arthritis Care Res (Hoboken). 2018; doi.org/10.1002/arc.23779. Nakagami Y, Sugihara G, Takei N, Fujii T, Hashimoto M, Murakami K, et al. Effect of physical state on pain mediated through emotional health in rheumatoid arthritis. Arthritis Care Res (Hoboken). 2018; doi.org/10.1002/arc.23779.
38.
go back to reference American Geriatrics Society 2015 Beers Criteria Update Expert Panel. American Geriatrics Society 2015 Updated Beers Criteria for Potentially Inappropriate Medication Use in Older Adults. J Am Geriatr Soc. 2015;63:2227–46.CrossRef American Geriatrics Society 2015 Beers Criteria Update Expert Panel. American Geriatrics Society 2015 Updated Beers Criteria for Potentially Inappropriate Medication Use in Older Adults. J Am Geriatr Soc. 2015;63:2227–46.CrossRef
39.
go back to reference O’Mahony D, O’Sullivan D, Byrne S, O’Connor MN, Ryan C, Gallagher P. STOPP/START criteria for potentially inappropriate prescribing in older people: version 2. Age Ageing. 2015;44(2):213–8 https://doi:10.1093/ageing/afu145.CrossRef O’Mahony D, O’Sullivan D, Byrne S, O’Connor MN, Ryan C, Gallagher P. STOPP/START criteria for potentially inappropriate prescribing in older people: version 2. Age Ageing. 2015;44(2):213–8 https://​doi:10.1093/ageing/afu145.CrossRef
Metadata
Title
Predictors of polypharmacy among elderly Thais with depressive and anxiety disorders: findings from the DAS study
Authors
Nahathai Wongpakaran
Tinakon Wongpakaran
Thanitha Sirirak
Rewadee Jenraumjit
Surin Jiraniramai
Peerasak Lerttrakarnnon
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/s12877-018-1001-2

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