Abstract
Purpose
To compare the geographical differences in the prevalence of chronic polypharmacy in community-dwelling older people over 11 years.
Methods
This study analyzed nearly two million patients aged 65–94 years recorded in the Drug Administrative Database of the Lombardy Region (Northern Italy) from 2000 to 2010. Chronic polypharmacy was defined as taking five or more drugs in 1 month for at least 6 months (consecutive or not) in a year.
Results
There was a significant spatial autocorrelation that increased at the municipality level from 2000 (Moran’s I Index = 0.26, z score = 16.91, p < 0.0001) to 2010 (Moran’s I Index = 0.36, z score = 23.78, p < 0.0001). Clusters of high (Z(G) > 1.96) and low (Z(G) < −1.96) prevalence rates of chronic polypharmacy were found and were not influenced by age. Chronic polypharmacy weakly correlated with hospital admission (2000: ρ = 0.08, p = 0.0032; 2005: ρ = 0.11, p < 0.0001; 2010: ρ = 0.18, p < 0.0001), but not with mortality.
Conclusions
There were geographical differences in the prevalence of older people with chronic polypharmacy that were only partly explained by health indicators. Targeted activities on prescription practice to ensure that the prescribing of chronic polypharmacy is appropriate are required.
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References
Qato DM, Alexander GC, Conti RM, Johnson M, Schumm P, Lindau ST (2008) Use of prescription and over-the-counter medications and dietary supplements among older adults in the United States. JAMA 300:2867–2878
Hovstadius B, Petersson G (2012) Factors leading to excessive polypharmacy. Clin Geriatr Med 28:159–172
Veehof L, Stewart R, Haaijer-Ruskamp F et al (2000) The development of polypharmacy. A longitudinal study. Fam Pract 17:261–267
Bjerrum L, Rosholm JU, Hallas J et al (1997) Methods for estimating the occurrence of polypharmacy by means of a prescription database. Eur J Clin Pharmacol 53:7–11
Jyrkka J, Enlund H, Lavikainen P et al (2011) Association of polypharmacy with nutritional status, functional ability and cognitive capacity over a three-year period in an elderly population. Pharmacoepidemiol Drug Saf 20:514–522
Haider SI, Johnell K, Weitoft GR, Thorslund M, Fastbom J (2009) 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 57:62–69
Johnell K, Fastbom J, Rosen M, Leimanis A (2007) Inappropriate drug use in the elderly: a nationwide register-based study. Ann Pharmacother 41:1243–1248
Johnell K, Klarin I (2007) The relationship between number of drugs and potential drug-drug interactions in the elderly: a study of over 600,000 elderly patients from the Swedish Prescribed Drug Register. Drug Saf 30:911–918
Fincke BG, Snyder K, Cantillon C, Gaehde S, Standring P, Fiore L, Brophy M, Gagnon DR (2005) Three complementary definitions of polypharmacy: methods, application and comparison of findings in a large prescription database. Pharmacoepidemiol Drug Saf 14:121–128
Hallas J (2005) Drug utilization statistics for individual-level pharmacy dispensing data. Pharmacoepidemiol Drug Saf 14:455–463
Mantel-Teeuwisse AK, Klungel OH, Verschuren WM, Porsius A, de Boer A (2001) Comparison of different methods to estimate prevalence of drug use by using pharmacy records. J Clin Epidemiol 54:1181–1186
Viktil KK, Blix HS, Moger TA, Reikvam A (2007) Polypharmacy as commonly defined is an indicator of limited value in the assessment of drug-related problems. Br J Clin Pharmacol 63:187–195
Gnjidic D, Hilmer SN, Blyth FM, Naganathan V, Waite L, Seibel MJ, McLachlan AJ, Cumming RG, Handelsman DJ, Le Couteur DG (2012) 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 65(9):989–995
Shah BM, Hajjar ER (2012) Polypharmacy, adverse drug reactions, and geriatric syndromes. Clin Geriatr Med 28:173–186
Tamura BK, Bell CL, Inaba M, Masaki KH (2012) Outcomes of polypharmacy in nursing home residents. Clin Geriatr Med 28:217–236
Patterson SM, Hughes CM, Kerse N, Cardwell C, Bradley M (2012) Interventions to improve appropriate polypharmacy for older people. (Review). Cochrane Database Syst Rev (5)
Aronson JK (2004) In defence of polypharmacy. Br J Clin Pharmacol 57(2):119–120
Barry PJ, Gallagher P, Ryan C, O’Mahony D (2007) START (Screening tool to alert doctors to the right treatment)—an evidence based screening tool to detect prescribing omissions in elderly patients. Age Ageing 36:632–638
Nobili A, Franchi C, Pasina L, Tettamanti M, Baviera M, Monesi L, Roncaglioni C, Riva E, Lucca U, Bortolotti A, Fortino I, Merlino L (2011) Drug utilization and polypharmacy in an Italian elderly population: the EPIFARM-Elderly Project. Pharmacoepidemiol Drug Saf 20:488–496
Hovstadius B, Astrand B, Petersson G (2010) Assessment of regional variation in polypharmacy. Pharmacoepidemiol Drug Saf 19:375–383
Franchi C, Sequi M, Bonati M, Nobili A, Pasina L, Bortolotti A, Fortino I, Merlino L, Clavenna A (2011) Differences in outpatient antibiotic prescription in Italy’s Lombardy region. Infection 39:299–308
Franchi C, Tettamanti M, Marengoni A, Bonometti F, Pasina L, Cortesi L, Fortino I, Bortolotti A, Merlino L, Lucca U, Riva E, Nobili A (2012) Changes in trend of antipsychotics prescription in patients treated with cholinesterase inhibitors after warnings from Italian Medicines Agency. Results from the EPIFARM-Elderly Project. Eur Neuropsychopharmacol 22(8):569–577
WHO Collaborating Centre for Drug Statistics Methodology. The Anatomical Therapeutic Chemical (ATC) classification. About the ATC/DDD system. http://www.whocc.no/atcddd/. Accessed 15 June 2012
Istituto Nazionale di Statistica (ISTAT). http://www.istat.it/it/archivio/44523. Accessed 15 July 2012
Getis A, Ord JK (1992) The analysis of spatial association by use of distance statistics. Geogr Anal 24:3
Anderson GF (2005) Medicare and chronic conditions. N Engl J Med 353:305–309
Milton JC, Hill-Smith I, Jackson SHD (2008) Prescribing for older people. BMJ 336:606–609
Omar RZ, O’Sullivan C, Petersen I, Islam A, Majeed A (2008) A model based on age, sex, and morbidity to explain variation in UK general practice prescribing: cohort study. Br Med J 337:238
Grimmsmann T, Himmel W (2009) Polypharmacy in primary care practices: an analysis using a large health insurance database. Pharmacoepidemiol Drug Saf 18:1206–1213
Bjerrum L, Søgaard J, Hallas J, Kragstrup J (1999) Polypharmacy in general practice: differences between practitioners. Br J Gen Pract 49(440):195–198
Progetto ARNO: Rapporto sul profilo prescrittivo della popolazione anziana. Rapporto 2001. CINECA. Centauro Editore, Bologna 2002
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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 69, 1477–1483 (2013). https://doi.org/10.1007/s00228-013-1495-7
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DOI: https://doi.org/10.1007/s00228-013-1495-7