Prevalence of polypharmacy in community-dwelling older adults from seven centres in five European countries: a cross-sectional study of DO-HEALTH

Caroline de Godoi Rezende Costa Molino, Patricia O Chocano-Bedoya, Angélique Sadlon, Robert Theiler, John E Orav, Bruno Vellas, Rene Rizzoli, Reto W Kressig, John A Kanis, Sophie Guyonnet, Wei Lang, Andreas Egli, Heike A Bischoff-Ferrari, DO-HEALTH Research Group, Caroline de Godoi Rezende Costa Molino, Patricia O Chocano-Bedoya, Angélique Sadlon, Robert Theiler, John E Orav, Bruno Vellas, Rene Rizzoli, Reto W Kressig, John A Kanis, Sophie Guyonnet, Wei Lang, Andreas Egli, Heike A Bischoff-Ferrari, DO-HEALTH Research Group

Abstract

Objective: To investigate the prevalence of polypharmacy and characteristics associated with polypharmacy in older adults from seven European cities.

Design: Cross-sectional study of baseline data from DO-HEALTH.

Setting and participants: DO-HEALTH enrolled 2157 community-dwelling adults age 70 and older from seven centres in Europe. Participants were excluded if they had major health problems or Mini-Mental State Examination Score <24 at baseline.

Primary outcome measures: Extensive information on prescription and over-the-counter medications were recorded. Polypharmacy was defined as the concomitant use of five or more medications, excluding vitamins or dietary supplements. Bivariate and multivariable logistic regression was used to test the association of sociodemographic factors (age, sex, years of education, living situation and city) and health-related indicators (number of comorbidities, cognitive function, frailty status, body mass index (BMI), prior fall, self-rated health and smoking status) with polypharmacy.

Results: 27.2% of participants reported polypharmacy ranging from 16.4% in Geneva to 60.8% in Coimbra. In the multivariable logistic regression analyses, older age (OR 1.07; 95% CI 1.04 to 1.10), greater BMI (OR 1.09; 95% CI 1.06 to 1.12) and increased number of comorbidities (OR 2.13; 95% CI 1.92 to 2.36) were associated with polypharmacy. Women were less likely to report polypharmacy than men (OR 0.65; 95% CI 0.51 to 0.84). In comparison to participants from Zurich, participants from Coimbra were more likely to report polypharmacy (OR 2.36; 95% CI 1.56 to 3.55), while participants from Geneva or Toulouse were less likely to report polypharmacy ((OR 0.36; 95% CI 0.22 to 0.59 and OR 0.64; 95% CI 0.42 to 0.96), respectively). Living situation, smoking status, years of education, prior fall, cognitive function, self-rated health and frailty status were not significantly associated with polypharmacy.

Conclusion: Polypharmacy is common among relatively healthy older adults, with moderate variability across seven European cities. Independent of several confounders, being a woman, older age, greater BMI and greater number of comorbidities were associated with increased odds for polypharmacy.

Trial registration number: NCT01745263.

Keywords: clinical pharmacology; geriatric medicine; primary care.

Conflict of interest statement

Competing interests: As part of the DO-HEALTH independent and investigator initiated clinical trial, HB-F reports as the PI of the DO-HEALTH trial, grants from European Commission, from University of Zurich, from NESTEC, from PFIZER Consumer Healthcare, from Streuli Pharma, plus nonfinancial support from DSM Nutritional Products and non-financial support from Roche Diagnostics. Further, HB-F reports speaker fees from Wild, Pfizer, Vifor, Mylan, Roche Diagnostics, and independent and investigator-initiated grants from Pfizer and from Vifor, outside the submitted work. BV reports personal fees from BIOGEN, CERECIN, ROCHE, MSD, outside the submitted work. RR reports personal fees from Abiogen, Danone, Echolight, EMF, Mithra, ObsEva, Pfizer Consumer Health, Theramex, outside the submitted work. JEO reports grants from Zurich University, during the conduct of the study. CdGRCM received funding from the National Council for Scientific and Technological Development (CNPq), with process Nos. 164700/2015-3, from the São Paulo Research Foundation (FAPESP), with process No. 2016/13700-9, and Coordination for the Improvement of Higher Education Personnel/PhD Sandwich Programs Abroad (PDSE), with process No. 88881.132169/2016-01. All other authors declare no competing interests.

© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Figures

Figure 1
Figure 1
Prevalence of polypharmacy in the total DO-HEALTH participants and by city.

References

    1. United Nations, Department of Economic and Social Affairs, Population Devision . World population prospects 2019. Available: [Accessed 10 Feb 2020].
    1. Guthrie B, Makubate B, Hernandez-Santiago V, et al. . The rising tide of polypharmacy and drug-drug interactions: population database analysis 1995-2010. BMC Med 2015;13:74. 10.1186/s12916-015-0322-7
    1. van den Akker M, Vaes B, Goderis G, et al. . Trends in multimorbidity and polypharmacy in the Flemish-Belgian population between 2000 and 2015. PLoS One 2019;14:e0212046. 10.1371/journal.pone.0212046
    1. 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;65:989–95. 10.1016/j.jclinepi.2012.02.018
    1. Masnoon N, Shakib S, Kalisch-Ellett L, et al. . What is polypharmacy? A systematic review of definitions. BMC Geriatr 2017;17:230. 10.1186/s12877-017-0621-2
    1. Kirchmayer U, Mayer F, Basso M, et al. . Polypharmacy in the elderly: a population based cross-sectional study in Lazio, Italy. Eur Geriatr Med 2016;7:484–7. 10.1016/j.eurger.2016.05.008
    1. Eiras A, Teixeira MA, González-Montalvo JI, et al. . [Consumption of drugs in over 65 in Porto (Portugal) and risk of potentially inappropriate medication prescribing]. Aten Primaria 2016;48:110–20. 10.1016/j.aprim.2015.03.005
    1. Moriarty F, Hardy C, Bennett K, et al. . Trends and interaction of polypharmacy and potentially inappropriate prescribing in primary care over 15 years in Ireland: a repeated cross-sectional study. BMJ Open 2015;5:e008656. 10.1136/bmjopen-2015-008656
    1. Cadogan CA, Ryan C, Hughes CM. Appropriate polypharmacy and medicine safety: when many is not too many. Drug Saf 2016;39:109–16. 10.1007/s40264-015-0378-5
    1. Boyd CM, Darer J, Boult C, et al. . Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance. JAMA 2005;294:716–24. 10.1001/jama.294.6.716
    1. Feng X, Tan X, Riley B, et al. . Prevalence and geographic variations of polypharmacy among West Virginia Medicaid beneficiaries. Ann Pharmacother 2017;51:981–9. 10.1177/1060028017717017
    1. Leendertse AJ, Egberts ACG, Stoker LJ, et al. . Frequency of and risk factors for preventable medication-related hospital admissions in the Netherlands. Arch Intern Med 2008;168:1890–6. 10.1001/archinternmed.2008.3
    1. Fried TR, O'Leary J, Towle V, et al. . Health outcomes associated with polypharmacy in community-dwelling older adults: a systematic review. J Am Geriatr Soc 2014;62:2261–72. 10.1111/jgs.13153
    1. Ernst R, Fischer K, de Godoi Rezende Costa Molino C, et al. . Polypharmacy and Kidney Function in Community-Dwelling Adults Age 60 Years and Older: A Prospective Observational Study. J Am Med Dir Assoc 2020;21:254–9. 10.1016/j.jamda.2019.07.007
    1. Bourgeois FT, Shannon MW, Valim C, et al. . Adverse drug events in the outpatient setting: an 11-year national analysis. Pharmacoepidemiol Drug Saf 2010;19:901–10. 10.1002/pds.1984
    1. Gómez C, Vega-Quiroga S, Bermejo-Pareja F, et al. . Polypharmacy in the elderly: a marker of increased risk of mortality in a population-based prospective study (NEDICES). Gerontology 2015;61:301–9. 10.1159/000365328
    1. Qato DM, Alexander GC, Conti RM, et al. . Use of prescription and over-the-counter medications and dietary supplements among older adults in the United States. JAMA 2008;300:2867–78. 10.1001/jama.2008.892
    1. Richardson K, Bennett K, Kenny RA. Polypharmacy including falls risk-increasing medications and subsequent falls in community-dwelling middle-aged and older adults. Age Ageing 2015;44:90–6. 10.1093/ageing/afu141
    1. Dhalwani NN, Fahami R, Sathanapally H, et al. . Association between polypharmacy and falls in older adults: a longitudinal study from England. BMJ Open 2017;7:e016358. 10.1136/bmjopen-2017-016358
    1. Castioni J, Marques-Vidal P, Abolhassani N, et al. . Prevalence and determinants of polypharmacy in Switzerland: data from the CoLaus study. BMC Health Serv Res 2017;17:840. 10.1186/s12913-017-2793-z
    1. Mielke N, Huscher D, Douros A, et al. . Self-reported medication in community-dwelling older adults in Germany: results from the Berlin initiative study. BMC Geriatr 2020;20:22. 10.1186/s12877-020-1430-6
    1. Midão L, Giardini A, Menditto E, et al. . Polypharmacy prevalence among older adults based on the survey of health, ageing and retirement in Europe. Arch Gerontol Geriatr 2018;78:213–20. 10.1016/j.archger.2018.06.018
    1. 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. 10.1093/fampra/cml067
    1. WHO . Medication safety in polypharmacy. Geneva: World Health Organization, 2019.
    1. Bischoff-Ferrari HA, Vellas B, Rizzoli R, et al. . Effect of vitamin D supplementation, omega-3 fatty acid supplementation, or a strength-training exercise program on clinical outcomes in older adults: the DO-HEALTH randomized clinical trial. JAMA 2020;324:1855–68. 10.1001/jama.2020.16909
    1. Bischoff-Ferrari HA, CdGRC M, Rival S. DO-HEALTH: Vitamin D3 - Omega3 - Home exercise - Healthy aging and longevity trial - Design of a multinational clinical trial on healthy aging among European seniors. Contemporary Clin Trial 2020;106124.
    1. Gagesch M, Chocano-Bedoya PO, Abderhalden LA, et al. . Prevalence of physical frailty: results from the DO-HEALTH study. J Frailty Aging 2021:1–8. 10.14283/jfa.2021.18
    1. Folstein MF, Folstein SE, McHugh PR. "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 1975;12:189–98. 10.1016/0022-3956(75)90026-6
    1. Sangha O, Stucki G, Liang MH, et al. . The self-administered comorbidity questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 2003;49:156–63. 10.1002/art.10993
    1. Nasreddine ZS, Phillips NA, Bédirian V, et al. . The Montreal cognitive assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc 2005;53:695–9. 10.1111/j.1532-5415.2005.53221.x
    1. Markwick A, Zamboni G, de Jager CA. Profiles of cognitive subtest impairment in the Montreal Cognitive Assessment (MoCA) in a research cohort with normal Mini-Mental state examination (MMSE) scores. J Clin Exp Neuropsychol 2012;34:750–7. 10.1080/13803395.2012.672966
    1. Fried LP, Tangen CM, Walston J, et al. . Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci 2001;56:M146–56. 10.1093/gerona/56.3.m146
    1. EuroQol Group . EuroQol--a new facility for the measurement of health-related quality of life. Health Policy 1990;16:199–208. 10.1016/0168-8510(90)90421-9
    1. WHO . Anatomical therapeutic chemical (ATC) classification system Oslo: WHO collaborating centre for drug statistics methodology, 2018. Available: [Accessed Feb 2018].
    1. Sirois C, Domingues NS, Laroche M-L, et al. . Polypharmacy definitions for Multimorbid older adults need stronger foundations to guide research, clinical practice and public health. Pharmacy 2019;7:7030126 10.3390/pharmacy7030126
    1. Pazan F, Wehling M. Polypharmacy in older adults: a narrative review of definitions, epidemiology and consequences. Eur Geriatr Med 2021;12:443–52. 10.1007/s41999-021-00479-3
    1. Molokhia M, Majeed A. Current and future perspectives on the management of polypharmacy. BMC Fam Pract 2017;18:70. 10.1186/s12875-017-0642-0
    1. Saum K-U, Schöttker B, Meid AD, et al. . Is polypharmacy associated with frailty in older people? results from the ESTHER cohort study. J Am Geriatr Soc 2017;65:e27–32. 10.1111/jgs.14718
    1. Abolhassani N, Castioni J, Marques-Vidal P, et al. . Determinants of change in polypharmacy status in Switzerland: the population-based CoLaus study. Eur J Clin Pharmacol 2017;73:1187–94. 10.1007/s00228-017-2288-1
    1. Bjerrum L, Søgaard J, Hallas J, et al. . Polypharmacy in general practice: differences between practitioners. Br J Gen Pract 1999;49:195–8.
    1. Franchi C, Cartabia M, Risso P, et al. . Geographical differences in the prevalence of chronic polypharmacy in older people: eleven years of the EPIFARM-Elderly project. Eur J Clin Pharmacol 2013;69:1477–83. 10.1007/s00228-013-1495-7
    1. Guthrie B, Donnan PT, Murphy DJ, et al. . 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. 10.1136/bmjopen-2015-008270
    1. Onder G, Liperoti R, Fialova D, et al. . Polypharmacy in nursing home in Europe: results from the SHELTER study. J Gerontol A Biol Sci Med Sci 2012;67:698–704. 10.1093/gerona/glr233
    1. Fried TR, Tinetti ME, Iannone L. Primary care clinicians' experiences with treatment decision making for older persons with multiple conditions. Arch Intern Med 2011;171:75–80. 10.1001/archinternmed.2010.318
    1. Sinnige J, Korevaar JC, van Lieshout J, et al. . Medication management strategy for older people with polypharmacy in general practice: a qualitative study on prescribing behaviour in primary care. Br J Gen Pract 2016;66:e540–51. 10.3399/bjgp16X685681
    1. Ong SM, Lim YMF, Sivasampu S, et al. . Variation of polypharmacy in older primary care attenders occurs at prescriber level. BMC Geriatr 2018;18:59. 10.1186/s12877-018-0750-2
    1. Cahir C, Fahey T, Teljeur C, et al. . Prescriber variation in potentially inappropriate prescribing in older populations in Ireland. BMC Fam Pract 2014;15:59. 10.1186/1471-2296-15-59
    1. OECD . European Observatory on health systems and policies. Portugal: country health profile 2017, state of health in the EU. Brussels: OECD Publishing, Paris/European Observatory on Health Systems and Policies, 2017.
    1. Sadana R, Blas E, Budhwani S, et al. . Healthy ageing: raising awareness of inequalities, determinants, and what could be done to improve health equity. Gerontologist 2016;56:S178–93. 10.1093/geront/gnw034
    1. Guthrie B, Payne K, Alderson P, et al. . Adapting clinical guidelines to take account of multimorbidity. BMJ 2012;345:e6341. 10.1136/bmj.e6341
    1. Marengoni A, Onder G. Guidelines, polypharmacy, and drug-drug interactions in patients with multimorbidity. BMJ 2015;350:h1059. 10.1136/bmj.h1059
    1. Dumbreck S, Flynn A, Nairn M, et al. . Drug-disease and drug-drug interactions: systematic examination of recommendations in 12 UK national clinical guidelines. BMJ 2015;350:h949. 10.1136/bmj.h949
    1. Guthrie B, Thompson A, Dumbreck S, et al. . Better guidelines for better care: accounting for multimorbidity in clinical guidelines – structured examination of exemplar guidelines and health economic modelling. Health Serv Deliv Res 2017;5:1–150. 10.3310/hsdr05160
    1. Bayer A, Tadd W. Unjustified exclusion of elderly people from studies submitted to research ethics committee for approval: descriptive study. BMJ 2000;321:992–3. 10.1136/bmj.321.7267.992
    1. Cherubini A, Oristrell J, Pla X, et al. . The persistent exclusion of older patients from ongoing clinical trials regarding heart failure. Arch Intern Med 2011;171:550–6. 10.1001/archinternmed.2011.31
    1. Maher RL, Hanlon J, Hajjar ER. Clinical consequences of polypharmacy in elderly. Expert Opin Drug Saf 2014;13:57–65. 10.1517/14740338.2013.827660
    1. Chan FW-kin, Wong FY-yan, So WY, et al. . How much do elders with chronic conditions know about their medications? BMC Geriatr 2013;13:59. 10.1186/1471-2318-13-59
    1. Kaminaga M, Komagamine J, Tatsumi S. The effects of in-hospital deprescribing on potential prescribing omission in hospitalized elderly patients with polypharmacy. Sci Rep 2021;11:8898. 10.1038/s41598-021-88362-w
    1. Motter FR, Cantuaria NM, Lopes LC. Healthcare professionals’ knowledge, attitudes and practices toward deprescribing: a protocol of cross-sectional study (Desmedica Study-Brazil). BMJ Open 2021;11:e044312. 10.1136/bmjopen-2020-044312
    1. Kua C-H, Reeve E, Tan DSY, et al. . Patients’ and caregivers’ attitudes toward deprescribing in Singapore. J Gerontol A Biol Sci Med Sci 2021;76:1053–60. 10.1093/gerona/glaa018
    1. Martin P, Tamblyn R, Benedetti A, et al. . Effect of a pharmacist-led educational intervention on inappropriate medication prescriptions in older adults: the D-PRESCRIBE randomized clinical trial. JAMA 2018;320:1889–98. 10.1001/jama.2018.16131
    1. Tannenbaum C, Martin P, Tamblyn R, et al. . Reduction of inappropriate benzodiazepine prescriptions among older adults through direct patient education: the EMPOWER cluster randomized trial. JAMA Intern Med 2014;174:890–8. 10.1001/jamainternmed.2014.949
    1. Romano S, Figueira D, Teixeira I, et al. . Deprescribing for community-dwelling elderly: a systematic review of economic evaluations. Eur J Public Health 2021;31. 10.1093/eurpub/ckab165.302
    1. Junius-Walker U, Viniol A, Michiels-Corsten M, et al. . MediQuit, an electronic deprescribing tool for patients on polypharmacy: results of a feasibility study in German general practice. Drugs Aging 2021;38:725–33. 10.1007/s40266-021-00861-7
    1. Simões PA, Santiago LM, Simões JA. Deprescribing in primary care in Portugal (DePil17-20): a three-phase observational and experimental study protocol. BMJ Open 2018;8:e019542. 10.1136/bmjopen-2017-019542
    1. Cateau D, Ballabeni P, Niquille A. Effects of an interprofessional deprescribing intervention in Swiss nursing homes: the individual deprescribing intervention (IDeI) randomised controlled trial. BMC Geriatr 2021;21:655. 10.1186/s12877-021-02465-7
    1. Zechmann S, Senn O, Valeri F, et al. . Effect of a patient-centred deprescribing procedure in older multimorbid patients in Swiss primary care - A cluster-randomised clinical trial. BMC Geriatr 2020;20:471. 10.1186/s12877-020-01870-8
    1. Tegegn HG, Tefera YG, Erku DA, et al. . Older patients’ perception of deprescribing in resource-limited settings: a cross-sectional study in an Ethiopia university hospital. BMJ Open 2018;8:e020590. 10.1136/bmjopen-2017-020590
    1. Jungo KT, Mantelli S, Rozsnyai Z, et al. . General practitioners’ deprescribing decisions in older adults with polypharmacy: a case vignette study in 31 countries. BMC Geriatr 2021;21:19. 10.1186/s12877-020-01953-6
    1. Grimmsmann T, Himmel W. Polypharmacy in primary care practices: an analysis using a large health insurance database. Pharmacoepidemiol Drug Saf 2009;18:1206–13. 10.1002/pds.1841
    1. Morin L, Johnell K, Laroche M-L, et al. . The epidemiology of polypharmacy in older adults: register-based prospective cohort study. Clin Epidemiol 2018;10:289–98. 10.2147/CLEP.S153458
    1. Kardas P, Urbański F, Lichwierowicz A, et al. . Prevalence and Age Structure of Polypharmacy in Poland: Results of the Analysis of the National Real-World Database of 38 Million Citizens. Front Pharmacol 2021;12. 10.3389/fphar.2021.655364
    1. Al Hamid A, Aslanpour Z, Aljadhey H, et al. . Hospitalisation resulting from medicine-related problems in adult patients with cardiovascular diseases and diabetes in the United Kingdom and Saudi Arabia. Int J Environ Res Public Health 2016;13:479. 10.3390/ijerph13050479
    1. Veronese N, Stubbs B, Noale M, et al. . Polypharmacy is associated with higher frailty risk in older people: an 8-year longitudinal cohort study. J Am Med Dir Assoc 2017;18:624–8. 10.1016/j.jamda.2017.02.009

Source: PubMed

3
구독하다