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Erschienen in: Drugs & Aging 4/2017

21.02.2017 | Original Research Article

Health Service Use, Costs, and Adverse Events Associated with Potentially Inappropriate Medication in Old Age in Germany: Retrospective Matched Cohort Study

verfasst von: Dirk Heider, Herbert Matschinger, Andreas D. Meid, Renate Quinzler, Jürgen-Bernhard Adler, Christian Günster, Walter E. Haefeli, Hans-Helmut König

Erschienen in: Drugs & Aging | Ausgabe 4/2017

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Abstract

Background

Drug-related problems are an important healthcare safety concern in the growing population of older people. Prescription of potentially inappropriate medication (PIM) is one aspect of this concern that is considered to increase the risk of adverse health outcomes.

Objective

The aim of the Health Economics of Potentially Inappropriate Medication (HEPIME) study was to analyze the association between the prescription of PIMs according to the German PRISCUS list and healthcare utilization, healthcare costs, and the occurrence of adverse events in old age.

Methods

Insurants of a large German health insurance company aged 65+ years were included in a retrospective matched cohort study. A total of 3,953,423 individuals with no exposure to PIM in 2011 were matched to 521,644 exposed individuals and compared in terms of outpatient healthcare utilization, healthcare costs, and the occurrence of adverse events in outpatient, hospital, and rehabilitation sectors during a 12-month follow-up.

Results

On average, individuals in the exposed group had additional 143 [95% confidence interval (CI) 140–146] daily defined doses of pharmaceuticals and 4.5 (95% CI 4.4–4.6) days in hospital. Mean annual total healthcare costs per individual in the exposed group exceeded those in the non-exposed group by €2321 (95% CI 2269–2372), resulting mainly from differences in hospitalization costs of €1718 (95% CI 1678–1759). Odds ratios for the occurrence of adverse events in the exposed group were 1.32 (95% CI 1.32–1.34) in the outpatient sector, 1.76 (95% CI 1.73–1.79) in the hospital sector, and 1.82 (95% CI 1.76–1.89) in the rehabilitation sector.

Conclusions

Increased healthcare utilization and costs as well as an increased probability for adverse events in individuals exposed to PIM demonstrate the health economic relevance of PIM prescriptions. Whether avoiding PIM listed on the PRISCUS list may potentially improve the quality and efficiency of healthcare is currently unknown.
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Literatur
1.
Zurück zum Zitat Bundesamt Statistisches, editor. Bevökerung Deutschlands bis 2060: 12. Koordinierte Bevölkerungsvorausberechnung12. Wiesbaden: Statistisches Bundesamt; 2009. Bundesamt Statistisches, editor. Bevökerung Deutschlands bis 2060: 12. Koordinierte Bevölkerungsvorausberechnung12. Wiesbaden: Statistisches Bundesamt; 2009.
2.
Zurück zum Zitat van den Akker M, Buntinx F, Metsemakers JF, et al. Multimorbidity in general practice: prevalence, incidence, and determinants of co-occurring chronic and recurrent diseases. J Clin Epidemiol. 1998;51:367–75.CrossRefPubMed van den Akker M, Buntinx F, Metsemakers JF, et al. Multimorbidity in general practice: prevalence, incidence, and determinants of co-occurring chronic and recurrent diseases. J Clin Epidemiol. 1998;51:367–75.CrossRefPubMed
3.
Zurück zum Zitat van den Bussche H, Koller D, Kolonko T, et al. Which chronic diseases and disease combinations are specific to multimorbidity in the elderly? Results of a claims data based cross-sectional study in Germany. BMC Public Health. 2011;11:101.CrossRefPubMedPubMedCentral van den Bussche H, Koller D, Kolonko T, et al. Which chronic diseases and disease combinations are specific to multimorbidity in the elderly? Results of a claims data based cross-sectional study in Germany. BMC Public Health. 2011;11:101.CrossRefPubMedPubMedCentral
4.
Zurück zum Zitat Schaufler J, Telschow C. Arzneimittelverordnungen nach Alter und Geschlecht. In: Schwab U, Paffrath D, editors. Arzneiverordnungsreport 2013. Heidelberg: Springer Medizin; 2013. Schaufler J, Telschow C. Arzneimittelverordnungen nach Alter und Geschlecht. In: Schwab U, Paffrath D, editors. Arzneiverordnungsreport 2013. Heidelberg: Springer Medizin; 2013.
5.
Zurück zum Zitat Corsonello A, Pedone C, Incalzi RA. Age-related pharmacokinetic and pharmacodynamic changes and related risk of adverse drug reactions. Curr Med Chem. 2010;17:571–84.CrossRefPubMed Corsonello A, Pedone C, Incalzi RA. Age-related pharmacokinetic and pharmacodynamic changes and related risk of adverse drug reactions. Curr Med Chem. 2010;17:571–84.CrossRefPubMed
6.
Zurück zum Zitat Schneeweiss S, Hasford J, Göttler M, et al. Admissions caused by adverse drug events to internal medicine and emergency departments in hospitals: a longitudinal population-based study. Eur J Clin Pharmacol. 2002;58:285–91.CrossRefPubMed Schneeweiss S, Hasford J, Göttler M, et al. Admissions caused by adverse drug events to internal medicine and emergency departments in hospitals: a longitudinal population-based study. Eur J Clin Pharmacol. 2002;58:285–91.CrossRefPubMed
7.
Zurück zum Zitat Fick DM, Mion LC, Beers MH, et al. Health outcomes associated with potentially inappropriate medication use in older adults. Res Nurs Health. 2008;31:42–51.CrossRefPubMedPubMedCentral Fick DM, Mion LC, Beers MH, et al. Health outcomes associated with potentially inappropriate medication use in older adults. Res Nurs Health. 2008;31:42–51.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Zint K, Haefeli WE, Glynn RJ, et al. Impact of drug interactions, dosage, and duration of therapy on the risk of hip fracture associated with benzodiazepine use in older adults. Pharmacoepidemiol Drug Saf. 2010;19:1248–55.CrossRefPubMedPubMedCentral Zint K, Haefeli WE, Glynn RJ, et al. Impact of drug interactions, dosage, and duration of therapy on the risk of hip fracture associated with benzodiazepine use in older adults. Pharmacoepidemiol Drug Saf. 2010;19:1248–55.CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Cancelli I, Beltrame M, Gigli GL, et al. Drugs with anticholinergic properties: cognitive and neuropsychiatric side-effects in elderly patients. Neurol Sci. 2009;30:87–92.CrossRefPubMed Cancelli I, Beltrame M, Gigli GL, et al. Drugs with anticholinergic properties: cognitive and neuropsychiatric side-effects in elderly patients. Neurol Sci. 2009;30:87–92.CrossRefPubMed
10.
Zurück zum Zitat Beers MH, Ouslander JG, Rollingher I, et al. Explicit criteria for determining inappropriate medication use in nursing home residents: UCLA Division of Geriatric Medicine. Arch Intern Med. 1991;151:1825–32.CrossRefPubMed Beers MH, Ouslander JG, Rollingher I, et al. Explicit criteria for determining inappropriate medication use in nursing home residents: UCLA Division of Geriatric Medicine. Arch Intern Med. 1991;151:1825–32.CrossRefPubMed
11.
Zurück zum Zitat Fick D, Cooper J, Wade W, et al. Updating the Beers criteria for potentially inappropriate medication use in older adults: results of a US consensus panel of experts. Arch Intern Med. 2003;163:2716–24.CrossRefPubMed Fick D, Cooper J, Wade W, et al. Updating the Beers criteria for potentially inappropriate medication use in older adults: results of a US consensus panel of experts. Arch Intern Med. 2003;163:2716–24.CrossRefPubMed
12.
Zurück zum Zitat Laroche M-L, Charmes J-P, Merle L. Potentially inappropriate medications in the elderly: a French consensus panel list. Eur J Clin Pharmacol. 2007;63:725–31.CrossRefPubMed Laroche M-L, Charmes J-P, Merle L. Potentially inappropriate medications in the elderly: a French consensus panel list. Eur J Clin Pharmacol. 2007;63:725–31.CrossRefPubMed
13.
Zurück zum Zitat Rognstad S, Brekke M, Fetveit A, et al. The Norwegian General Practice (NORGEP) criteria for assessing potentially inappropriate prescriptions to elderly patients: a modified Delphi study. Scand J Prim Health Care. 2009;27:153–9.CrossRefPubMedPubMedCentral Rognstad S, Brekke M, Fetveit A, et al. The Norwegian General Practice (NORGEP) criteria for assessing potentially inappropriate prescriptions to elderly patients: a modified Delphi study. Scand J Prim Health Care. 2009;27:153–9.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Holt S, Schmiedl S, Thürmann PA. Potentially inappropriate medications in the elderly: the PRISCUS list. Dtsch Arztebl Int. 2010;107:543–51.PubMedPubMedCentral Holt S, Schmiedl S, Thürmann PA. Potentially inappropriate medications in the elderly: the PRISCUS list. Dtsch Arztebl Int. 2010;107:543–51.PubMedPubMedCentral
15.
Zurück zum Zitat Amann U, Schmedt N, Garbe E. Prescribing of potentially inappropriate medications for the elderly. Dtsch Arztebl Int. 2012;109:69–75.PubMedPubMedCentral Amann U, Schmedt N, Garbe E. Prescribing of potentially inappropriate medications for the elderly. Dtsch Arztebl Int. 2012;109:69–75.PubMedPubMedCentral
16.
Zurück zum Zitat Fu AZ, Liu GG, Christensen DB. Inappropriate medication use and health outcomes in the elderly. J Am Geriatr Soc. 2004;52:1934–9.CrossRefPubMed Fu AZ, Liu GG, Christensen DB. Inappropriate medication use and health outcomes in the elderly. J Am Geriatr Soc. 2004;52:1934–9.CrossRefPubMed
17.
Zurück zum Zitat Fu AZ, Jiang JZ, Reeves JH, et al. Potentially inappropriate medication use and healthcare expenditures in the US community-dwelling elderly. Med Care. 2007;45:472–6.CrossRefPubMed Fu AZ, Jiang JZ, Reeves JH, et al. Potentially inappropriate medication use and healthcare expenditures in the US community-dwelling elderly. Med Care. 2007;45:472–6.CrossRefPubMed
18.
Zurück zum Zitat Stockl KM, Le L, Zhang S, et al. Clinical and economic outcomes associated with potentially inappropriate prescribing in the elderly. Am J Manag Care. 2010;16:e1–10.PubMed Stockl KM, Le L, Zhang S, et al. Clinical and economic outcomes associated with potentially inappropriate prescribing in the elderly. Am J Manag Care. 2010;16:e1–10.PubMed
19.
Zurück zum Zitat Hyttinen V, Jyrkkä J, Valtonen H. A systematic review of the impact of potentially inappropriate medication on health care utilization and costs among older adults. Med Care. 2016;54:950–64.CrossRefPubMed Hyttinen V, Jyrkkä J, Valtonen H. A systematic review of the impact of potentially inappropriate medication on health care utilization and costs among older adults. Med Care. 2016;54:950–64.CrossRefPubMed
20.
Zurück zum Zitat Hefner G, Stieffenhofer V, Gabriel S, et al. Side effects related to potentially inappropriate medications in elderly psychiatric patients under everyday pharmacotherapy. Eur J Clin Pharmacol. 2015;71:165–72.CrossRefPubMed Hefner G, Stieffenhofer V, Gabriel S, et al. Side effects related to potentially inappropriate medications in elderly psychiatric patients under everyday pharmacotherapy. Eur J Clin Pharmacol. 2015;71:165–72.CrossRefPubMed
21.
Zurück zum Zitat Montastruc F, Duguet C, Rousseau V, et al. Potentially inappropriate medications and adverse drug reactions in the elderly: a study in a PharmacoVigilance database. Eur J Clin Pharmacol. 2014;70:1123–7.CrossRefPubMed Montastruc F, Duguet C, Rousseau V, et al. Potentially inappropriate medications and adverse drug reactions in the elderly: a study in a PharmacoVigilance database. Eur J Clin Pharmacol. 2014;70:1123–7.CrossRefPubMed
22.
Zurück zum Zitat Onda M, Imai H, Takada Y, et al. Identification and prevalence of adverse drug events caused by potentially inappropriate medication in homebound elderly patients: a retrospective study using a nationwide survey in Japan. BMJ Open. 2015;5:e007581.CrossRefPubMedPubMedCentral Onda M, Imai H, Takada Y, et al. Identification and prevalence of adverse drug events caused by potentially inappropriate medication in homebound elderly patients: a retrospective study using a nationwide survey in Japan. BMJ Open. 2015;5:e007581.CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Endres HG, Kaufmann-Kolle P, Steeb V, et al. Association between potentially inappropriate medication (PIM) use and risk of hospitalization in older adults: an observational study based on routine data comparing PIM use with use of PIM alternatives. PLoS One. 2016;11:e0146811.CrossRefPubMedPubMedCentral Endres HG, Kaufmann-Kolle P, Steeb V, et al. Association between potentially inappropriate medication (PIM) use and risk of hospitalization in older adults: an observational study based on routine data comparing PIM use with use of PIM alternatives. PLoS One. 2016;11:e0146811.CrossRefPubMedPubMedCentral
24.
Zurück zum Zitat Wehling M, Burkhardt H, Kuhn-Thiel A, et al. VALFORTA: a randomised trial to validate the FORTA (Fit fOR The Aged) classification. Age Ageing. 2016;45:262–7.CrossRefPubMed Wehling M, Burkhardt H, Kuhn-Thiel A, et al. VALFORTA: a randomised trial to validate the FORTA (Fit fOR The Aged) classification. Age Ageing. 2016;45:262–7.CrossRefPubMed
25.
Zurück zum Zitat Hainmueller J. Entropy balancing for causal effects: a multivariate reweighting method to produce balanced samples in observational studies. Polit Anal. 2012;20:25–46.CrossRef Hainmueller J. Entropy balancing for causal effects: a multivariate reweighting method to produce balanced samples in observational studies. Polit Anal. 2012;20:25–46.CrossRef
26.
Zurück zum Zitat World Health Organization. Guidelines for ATC classification and DDD assignment 2016. Oslo: World Health Organization; 2016. World Health Organization. Guidelines for ATC classification and DDD assignment 2016. Oslo: World Health Organization; 2016.
27.
Zurück zum Zitat Quinzler R, Schmitt SPW, Szecsenyi J, et al. Optimizing information on drug exposure by collection of package code information in questionnaire surveys. Pharmacoepidemiol Drug Saf. 2007;16:1024–30.CrossRefPubMed Quinzler R, Schmitt SPW, Szecsenyi J, et al. Optimizing information on drug exposure by collection of package code information in questionnaire surveys. Pharmacoepidemiol Drug Saf. 2007;16:1024–30.CrossRefPubMed
28.
Zurück zum Zitat Aronson JK. Meyler’s side effects of drugs: the international encyclopedia of adverse drug reactions and interactions. 15th edn. Amsterdam, Boston: Elsevier; 2006. Aronson JK. Meyler’s side effects of drugs: the international encyclopedia of adverse drug reactions and interactions. 15th edn. Amsterdam, Boston: Elsevier; 2006.
29.
Zurück zum Zitat World Health Organization. International statistical classification of diseases and related health problems. Tenth Revision, German Modification. Geneva: World Health Organization; 1992. World Health Organization. International statistical classification of diseases and related health problems. Tenth Revision, German Modification. Geneva: World Health Organization; 1992.
30.
Zurück zum Zitat Elixhauser A, Steiner C, Harris DR, et al. Comorbidity measures for use with administrative data. Med Care. 1998;36:8–27.CrossRefPubMed Elixhauser A, Steiner C, Harris DR, et al. Comorbidity measures for use with administrative data. Med Care. 1998;36:8–27.CrossRefPubMed
31.
Zurück zum Zitat Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43:1130–9.CrossRefPubMed Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43:1130–9.CrossRefPubMed
32.
Zurück zum Zitat van Walraven C, Austin PC, Jennings A, et al. A modification of the Elixhauser comorbidity measures into a point system for hospital death using administrative data. Med Care. 2009;47:626–33.CrossRefPubMed van Walraven C, Austin PC, Jennings A, et al. A modification of the Elixhauser comorbidity measures into a point system for hospital death using administrative data. Med Care. 2009;47:626–33.CrossRefPubMed
33.
Zurück zum Zitat Roy AD. Some thoughts on the distribution of earnings. Oxf Econ Pap. 1951;3:135–46.CrossRef Roy AD. Some thoughts on the distribution of earnings. Oxf Econ Pap. 1951;3:135–46.CrossRef
34.
Zurück zum Zitat Rubin DB. Estimating causal effects of treatments in randomized and nonrandomized studies. J Educ Psychol. 1974;66:688–701.CrossRef Rubin DB. Estimating causal effects of treatments in randomized and nonrandomized studies. J Educ Psychol. 1974;66:688–701.CrossRef
35.
Zurück zum Zitat Eggers AC, Fowler A, Hainmueller J, et al. On the validity of the regression discontinuity design for estimating electoral effects: new evidence from over 40,000 close races. Am J Polit Sci. 2015;59:259–74.CrossRef Eggers AC, Fowler A, Hainmueller J, et al. On the validity of the regression discontinuity design for estimating electoral effects: new evidence from over 40,000 close races. Am J Polit Sci. 2015;59:259–74.CrossRef
36.
Zurück zum Zitat Hainmueller J, Xu J. ebalance: a STATA package for entropy balancing. J Stat Softw. 2013;54:1–18.CrossRef Hainmueller J, Xu J. ebalance: a STATA package for entropy balancing. J Stat Softw. 2013;54:1–18.CrossRef
37.
Zurück zum Zitat StataCorp. Stata statistical software: Release 14. College Station, TX: StataCorp; 2015. StataCorp. Stata statistical software: Release 14. College Station, TX: StataCorp; 2015.
38.
Zurück zum Zitat Greene WH. Econometric analysis. International ed. ed. Edinburgh Gate, Harlow: Pearson Education Limited; 2012. Greene WH. Econometric analysis. International ed. ed. Edinburgh Gate, Harlow: Pearson Education Limited; 2012.
39.
Zurück zum Zitat Wooldridge J. Econometric analysis of cross section and panel data, vol. 2. Cambridge: The MIT Press; 2010. Wooldridge J. Econometric analysis of cross section and panel data, vol. 2. Cambridge: The MIT Press; 2010.
41.
Zurück zum Zitat Bradley MC, Fahey T, Cahir C, et al. Potentially inappropriate prescribing and cost outcomes for older people: a cross-sectional study using the Northern Ireland Enhanced Prescribing Database. Eur J Clin Pharmacol. 2012;68:1425–33.CrossRefPubMed Bradley MC, Fahey T, Cahir C, et al. Potentially inappropriate prescribing and cost outcomes for older people: a cross-sectional study using the Northern Ireland Enhanced Prescribing Database. Eur J Clin Pharmacol. 2012;68:1425–33.CrossRefPubMed
42.
Zurück zum Zitat Dedhiya SD, Hancock E, Craig BA, et al. Incident use and outcomes associated with potentially inappropriate medication use in older adults. Am J Geriatr Pharmacother. 2010;8:562–70.CrossRefPubMed Dedhiya SD, Hancock E, Craig BA, et al. Incident use and outcomes associated with potentially inappropriate medication use in older adults. Am J Geriatr Pharmacother. 2010;8:562–70.CrossRefPubMed
43.
Zurück zum Zitat Akazawa M, Imai H, Igarashi A, et al. Potentially inappropriate medication use in elderly Japanese patients. Am J Geriatr Pharmacother. 2010;8:146–60.CrossRefPubMed Akazawa M, Imai H, Igarashi A, et al. Potentially inappropriate medication use in elderly Japanese patients. Am J Geriatr Pharmacother. 2010;8:146–60.CrossRefPubMed
44.
Zurück zum Zitat Lund BC, Schroeder MC, Middendorff G, et al. Effect of hospitalization on inappropriate prescribing in elderly Medicare beneficiaries. J Am Geriatr Soc. 2015;63:699–707.CrossRefPubMed Lund BC, Schroeder MC, Middendorff G, et al. Effect of hospitalization on inappropriate prescribing in elderly Medicare beneficiaries. J Am Geriatr Soc. 2015;63:699–707.CrossRefPubMed
45.
Zurück zum Zitat Schnee M. Sozioökonomische Strukturen und Morbidität in den gesetzlichen Krankenkassen. In: Böcken J, Braun B, Amhof R, editors. Gesundheitsmonitor 2008. Gesundheitsversorgung und Gestaltungsoptionen aus der Perspektive der Bevölkerung. Gütersloh: Verlag Bertelsmann-Stiftung; 2008. p. 88–104. Schnee M. Sozioökonomische Strukturen und Morbidität in den gesetzlichen Krankenkassen. In: Böcken J, Braun B, Amhof R, editors. Gesundheitsmonitor 2008. Gesundheitsversorgung und Gestaltungsoptionen aus der Perspektive der Bevölkerung. Gütersloh: Verlag Bertelsmann-Stiftung; 2008. p. 88–104.
47.
Zurück zum Zitat Hanlon JT, Weinberger M, Samsa GP, et al. A randomized, controlled trial of a clinical pharmacist intervention to improve inappropriate prescribing in elderly outpatients with polypharmacy. Am J Med. 1996;100:428–37.CrossRefPubMed Hanlon JT, Weinberger M, Samsa GP, et al. A randomized, controlled trial of a clinical pharmacist intervention to improve inappropriate prescribing in elderly outpatients with polypharmacy. Am J Med. 1996;100:428–37.CrossRefPubMed
48.
Zurück zum Zitat Lang PO, Vogt-Ferrier N, Hasso Y, et al. Interdisciplinary geriatric and psychiatric care reduces potentially inappropriate prescribing in the hospital: interventional study in 150 acutely ill elderly patients with mental and somatic comorbid conditions. J Am Med Dir Assoc. 2012;13(406):e1–7. Lang PO, Vogt-Ferrier N, Hasso Y, et al. Interdisciplinary geriatric and psychiatric care reduces potentially inappropriate prescribing in the hospital: interventional study in 150 acutely ill elderly patients with mental and somatic comorbid conditions. J Am Med Dir Assoc. 2012;13(406):e1–7.
Metadaten
Titel
Health Service Use, Costs, and Adverse Events Associated with Potentially Inappropriate Medication in Old Age in Germany: Retrospective Matched Cohort Study
verfasst von
Dirk Heider
Herbert Matschinger
Andreas D. Meid
Renate Quinzler
Jürgen-Bernhard Adler
Christian Günster
Walter E. Haefeli
Hans-Helmut König
Publikationsdatum
21.02.2017
Verlag
Springer International Publishing
Erschienen in
Drugs & Aging / Ausgabe 4/2017
Print ISSN: 1170-229X
Elektronische ISSN: 1179-1969
DOI
https://doi.org/10.1007/s40266-017-0441-2

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