Skip to main content
Erschienen in: The European Journal of Health Economics 2/2019

05.07.2018 | Original Paper

The association of potentially inappropriate medication use on health outcomes and hospital costs in community-dwelling older persons: a longitudinal 12-year study

verfasst von: Virva Hyttinen, Johanna Jyrkkä, Leena K. Saastamoinen, Anna-Kaisa Vartiainen, Hannu Valtonen

Erschienen in: The European Journal of Health Economics | Ausgabe 2/2019

Einloggen, um Zugang zu erhalten

Abstract

Aims

To determine (1) whether potentially inappropriate medication (PIM) use defined by the Meds75 + database is associated with fracture-specific hospitalisations and all-cause mortality, and (2) the association between PIM use and all-cause hospitalisation costs in a 12-year follow-up of a nationwide sample of people aged ≥ 65 years in Finland.

Methods

This is a longitudinal study of 20,666 community-dwelling older persons with no prior purchases of PIMs within a 2-year period preceding the index date (1 Jan 2002), who were followed until the end of 2013. Data were obtained from the Finnish Prescription Register, and it was accompanied by information on inpatient care, causes of deaths and socioeconomic status from other national registers. Propensity score matching (PSM) analysis was used to account for potential selection effect in PIM use. Cox proportional hazards regression was used to identify the time to the first fracture or death by comparing PIM-users (n = 10,333) with non-users (n = 10,333). The association between PIM use and hospital costs was analysed with a fixed effects linear model.

Results

PIM use was weakly associated with an increased risk of fractures and death. The association was stronger in the first PIM-use periods. Hospitalised PIM-users had 15% higher hospital costs compared to non-users during the 12-year follow-up.

Conclusion

PIM initiation was associated with an increased risk of fracture-specific hospitalisation and mortality and PIM-users had higher hospital costs than non-users. Health care providers should carefully consider these issues when prescribing PIM for older persons.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Beers, M.H., Ouslander, J.G., Rollingher, I., Reuben, D.B., Brooks, J., Beck, J.C.: Explicit criteria for determining inappropriate medication use in nursing home residents. UCLA Division of Geriatric Medicine. Arch. Intern. Med. 151(9), 1825–1832 (1991)CrossRefPubMed Beers, M.H., Ouslander, J.G., Rollingher, I., Reuben, D.B., Brooks, J., Beck, J.C.: Explicit criteria for determining inappropriate medication use in nursing home residents. UCLA Division of Geriatric Medicine. Arch. Intern. Med. 151(9), 1825–1832 (1991)CrossRefPubMed
2.
Zurück zum Zitat Tommelein, E., Mehuys, E., Petrovic, M., Somers, A., Colin, P., Boussery, K.: Potentially inappropriate prescribing in community-dwelling older people across Europe: a systematic literature review. Eur. J. Clin. Pharmacol. 71(12), 1415–1427 (2015)CrossRefPubMed Tommelein, E., Mehuys, E., Petrovic, M., Somers, A., Colin, P., Boussery, K.: Potentially inappropriate prescribing in community-dwelling older people across Europe: a systematic literature review. Eur. J. Clin. Pharmacol. 71(12), 1415–1427 (2015)CrossRefPubMed
3.
Zurück zum Zitat Leikola, S., Dimitrow, M., Lyles, A., Pitkälä, K., Airaksinen, M.: Potentially inappropriate medication use among Finnish non-institutionalized people aged ≥ 65 years: a register-based, cross-sectional, national study. Drugs Aging 28(3), 227–236 (2011)CrossRefPubMed Leikola, S., Dimitrow, M., Lyles, A., Pitkälä, K., Airaksinen, M.: Potentially inappropriate medication use among Finnish non-institutionalized people aged ≥ 65 years: a register-based, cross-sectional, national study. Drugs Aging 28(3), 227–236 (2011)CrossRefPubMed
4.
Zurück zum Zitat Bell, J.S., Ahonen, J., Lavikainen, P., Hartikainen, S.: Potentially inappropriate drug use among older persons in Finland: application of a new national categorization. Eur. J. Clin. Pharmacol. 69(3), 657–664 (2013)CrossRefPubMed Bell, J.S., Ahonen, J., Lavikainen, P., Hartikainen, S.: Potentially inappropriate drug use among older persons in Finland: application of a new national categorization. Eur. J. Clin. Pharmacol. 69(3), 657–664 (2013)CrossRefPubMed
5.
Zurück zum Zitat By the 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. 63(11), 2227–2246 (2015)CrossRef By the 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. 63(11), 2227–2246 (2015)CrossRef
6.
Zurück zum Zitat O’Mahony, D., O’Sullivan, D., Byrne, S., O’Connor, M.N., Ryan, C., Gallagher, P.: STOPP/START criteria for potentially inappropriate prescribing in older people: version 2. Age Ageing 44(2), 213–218 (2015)CrossRefPubMed O’Mahony, D., O’Sullivan, D., Byrne, S., O’Connor, M.N., Ryan, C., Gallagher, P.: STOPP/START criteria for potentially inappropriate prescribing in older people: version 2. Age Ageing 44(2), 213–218 (2015)CrossRefPubMed
7.
Zurück zum Zitat Holt, S., Schmiedl, S., Thürmann, P.A.: Potentially inappropriate medications in the elderly: the PRISCUS list. Dtsch. Arztebl. Int. 107(31–32), 543–551 (2010)PubMedCentralPubMed Holt, S., Schmiedl, S., Thürmann, P.A.: Potentially inappropriate medications in the elderly: the PRISCUS list. Dtsch. Arztebl. Int. 107(31–32), 543–551 (2010)PubMedCentralPubMed
8.
Zurück zum Zitat Renom-Guiteras, A., Meyer, G., Thürmann, P.A.: The EU(7)-PIM list: a list of potentially inappropriate medications for older people consented by experts from seven European countries. Eur. J. Clin. Pharmacol. 71(7), 861–875 (2015)CrossRefPubMedCentralPubMed Renom-Guiteras, A., Meyer, G., Thürmann, P.A.: The EU(7)-PIM list: a list of potentially inappropriate medications for older people consented by experts from seven European countries. Eur. J. Clin. Pharmacol. 71(7), 861–875 (2015)CrossRefPubMedCentralPubMed
10.
Zurück zum Zitat Hedna, K., Hakkarainen, K.M., Gyllensten, H., Jonsson, A.K., Petzold, M., Hagg, S.: Potentially inappropriate prescribing and adverse drug reactions in the elderly: a population-based study. Eur. J. Clin. Pharmacol. 71, 1525–1533 (2015)CrossRefPubMedCentralPubMed Hedna, K., Hakkarainen, K.M., Gyllensten, H., Jonsson, A.K., Petzold, M., Hagg, S.: Potentially inappropriate prescribing and adverse drug reactions in the elderly: a population-based study. Eur. J. Clin. Pharmacol. 71, 1525–1533 (2015)CrossRefPubMedCentralPubMed
11.
Zurück zum Zitat Berdot, S., Bertrand, M., Dartigues, J., Fourrier, A., Tavernier, B., Ritchie, K., Alpérovitch, A.: Inappropriate medication use and risk of falls—a prospective study in a large community-dwelling elderly cohort. BMC Geriatr. 9, 30–30 (2009)CrossRefPubMedCentralPubMed Berdot, S., Bertrand, M., Dartigues, J., Fourrier, A., Tavernier, B., Ritchie, K., Alpérovitch, A.: Inappropriate medication use and risk of falls—a prospective study in a large community-dwelling elderly cohort. BMC Geriatr. 9, 30–30 (2009)CrossRefPubMedCentralPubMed
12.
Zurück zum Zitat Narayan, S.W., Nishtala, P.S.: Associations of potentially inappropriate medicine use with fall-related hospitalisations and primary care visits in older New Zealanders: a population-level study using the updated 2012 beers criteria. Drugs Real World Outcomes 2(2), 137–141 (2015)CrossRefPubMedCentralPubMed Narayan, S.W., Nishtala, P.S.: Associations of potentially inappropriate medicine use with fall-related hospitalisations and primary care visits in older New Zealanders: a population-level study using the updated 2012 beers criteria. Drugs Real World Outcomes 2(2), 137–141 (2015)CrossRefPubMedCentralPubMed
13.
Zurück zum Zitat Endres, H.G., Kaufmann-Kolle, P., Steeb, V., Bauer, E., Böttner, C., Thürmann, P.: 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 12(2), e0146811 (2015)CrossRef Endres, H.G., Kaufmann-Kolle, P., Steeb, V., Bauer, E., Böttner, C., Thürmann, P.: 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 12(2), e0146811 (2015)CrossRef
14.
Zurück zum Zitat Henschel, F., Redaelli, M., Siegel, M., Stock, S.: Correlation of incident potentially inappropriate medication prescriptions and hospitalization: an analysis based on the PRISCUS list. Drugs Real World Outcomes 2(3), 249–259 (2015)CrossRefPubMedCentralPubMed Henschel, F., Redaelli, M., Siegel, M., Stock, S.: Correlation of incident potentially inappropriate medication prescriptions and hospitalization: an analysis based on the PRISCUS list. Drugs Real World Outcomes 2(3), 249–259 (2015)CrossRefPubMedCentralPubMed
15.
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 54(10), 950–964 (2016)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 54(10), 950–964 (2016)CrossRefPubMed
16.
Zurück zum Zitat Heider, D., Matschinger, H., Meid, A.D., Quinzler, R., Adler, J.B., Günster, C., Haefeli, W.E., König, H.H.: Health service use, costs, and adverse events associated with potentially inappropriate medication in old age in Germany: Retrospective Matched Cohort Study. Drugs Aging 34(4), 289–301 (2017)CrossRefPubMed Heider, D., Matschinger, H., Meid, A.D., Quinzler, R., Adler, J.B., Günster, C., Haefeli, W.E., König, H.H.: Health service use, costs, and adverse events associated with potentially inappropriate medication in old age in Germany: Retrospective Matched Cohort Study. Drugs Aging 34(4), 289–301 (2017)CrossRefPubMed
17.
Zurück zum Zitat do Nascimento, M.,M., Mambrini, J.V., Lima-Costa, M.F., Firmo, J.O., Peixoto, S.W., de Loyola Filho, A.I.: Potentially inappropriate medications: predictor for mortality in a cohort of community-dwelling older adults. Eur. J. Clin. Pharmacol. 73(5), 615–621 (2017)CrossRefPubMed do Nascimento, M.,M., Mambrini, J.V., Lima-Costa, M.F., Firmo, J.O., Peixoto, S.W., de Loyola Filho, A.I.: Potentially inappropriate medications: predictor for mortality in a cohort of community-dwelling older adults. Eur. J. Clin. Pharmacol. 73(5), 615–621 (2017)CrossRefPubMed
18.
Zurück zum Zitat Klarin, I., Wimo, A., Fastbom, J.: The association of inappropriate drug use with hospitalisation and mortality: a population-based study of the very old. Drugs Aging 22(1), 69–82 (2005)CrossRefPubMed Klarin, I., Wimo, A., Fastbom, J.: The association of inappropriate drug use with hospitalisation and mortality: a population-based study of the very old. Drugs Aging 22(1), 69–82 (2005)CrossRefPubMed
19.
Zurück zum Zitat Chen, C.C., Cheng, S.H.: Potentially inappropriate medication and health care outcomes: an instrumental variable approach. Health Serv. Res. 51(4), 1670–1691 (2016)CrossRefPubMed Chen, C.C., Cheng, S.H.: Potentially inappropriate medication and health care outcomes: an instrumental variable approach. Health Serv. Res. 51(4), 1670–1691 (2016)CrossRefPubMed
20.
Zurück zum Zitat Malmivaara, A.: Benchmarking controlled trial—a novel concept covering all observational effectiveness studies. Ann. Med. 47(4), 332–340 (2015)CrossRefPubMedCentralPubMed Malmivaara, A.: Benchmarking controlled trial—a novel concept covering all observational effectiveness studies. Ann. Med. 47(4), 332–340 (2015)CrossRefPubMedCentralPubMed
24.
Zurück zum Zitat Li, M.: Using the propensity score method to estimate causal effects: a review and practical guide. Organ. Res. Methods 16(2), 188–226 (2013)CrossRef Li, M.: Using the propensity score method to estimate causal effects: a review and practical guide. Organ. Res. Methods 16(2), 188–226 (2013)CrossRef
25.
Zurück zum Zitat Caliendo, M., Kopeinig, S.: Some practical guidance for the implementation of propensity score matching. J. Econ. Surv. 22(1), 31–72 (2008)CrossRef Caliendo, M., Kopeinig, S.: Some practical guidance for the implementation of propensity score matching. J. Econ. Surv. 22(1), 31–72 (2008)CrossRef
26.
Zurück zum Zitat Hyttinen, V., Taipale, H., Tanskanen, A., Tiihonen, J., Tolppanen, A.M., Hartikainen, S., Valtonen, H.: Risk factors for initiation of potentially inappropriate medications in community-dwelling older adults with and without Alzheimer’s disease. Drugs Aging 34(1), 67–77 (2017)CrossRefPubMed Hyttinen, V., Taipale, H., Tanskanen, A., Tiihonen, J., Tolppanen, A.M., Hartikainen, S., Valtonen, H.: Risk factors for initiation of potentially inappropriate medications in community-dwelling older adults with and without Alzheimer’s disease. Drugs Aging 34(1), 67–77 (2017)CrossRefPubMed
27.
Zurück zum Zitat Bradburn, M.J., Clark, T.G., Love, S.B., Altman, D.G.: Survival analysis Part II: multivariate data analysis—an introduction to concepts and methods. Br. J. Cancer 89(3), 431–436 (2003)CrossRefPubMedCentralPubMed Bradburn, M.J., Clark, T.G., Love, S.B., Altman, D.G.: Survival analysis Part II: multivariate data analysis—an introduction to concepts and methods. Br. J. Cancer 89(3), 431–436 (2003)CrossRefPubMedCentralPubMed
28.
Zurück zum Zitat Forma, L., Rissanen, P., Aaltonen, M., Raitanen, J., Jylha, M.: Age and closeness of death as determinants of health and social care utilization: a case-control study. Eur. J. Pub. Health 19(3), 313–318 (2009)CrossRef Forma, L., Rissanen, P., Aaltonen, M., Raitanen, J., Jylha, M.: Age and closeness of death as determinants of health and social care utilization: a case-control study. Eur. J. Pub. Health 19(3), 313–318 (2009)CrossRef
29.
Zurück zum Zitat Reich, O., Rosemann, T., Rapold, R., Blozik, E., Senn, O.: Potentially inappropriate medication use in older patients in Swiss managed care plans: prevalence, determinants and association with hospitalization. PLoS One 9(8), e105425 (2014)CrossRefPubMedCentralPubMed Reich, O., Rosemann, T., Rapold, R., Blozik, E., Senn, O.: Potentially inappropriate medication use in older patients in Swiss managed care plans: prevalence, determinants and association with hospitalization. PLoS One 9(8), e105425 (2014)CrossRefPubMedCentralPubMed
30.
Zurück zum Zitat Varga, S., Alcusky, M., Keith, S.W., Hegarty, S.E., Canale, D., Lombardi, S., Maio, M.V.: Hospitalization rates during potentially inappropriate medication use in a large population-based cohort of older adults. Br J Clin Pharmacol 83, 2572–2580 (2017)CrossRefPubMedCentralPubMed Varga, S., Alcusky, M., Keith, S.W., Hegarty, S.E., Canale, D., Lombardi, S., Maio, M.V.: Hospitalization rates during potentially inappropriate medication use in a large population-based cohort of older adults. Br J Clin Pharmacol 83, 2572–2580 (2017)CrossRefPubMedCentralPubMed
31.
Zurück zum Zitat Lu, W.H., Wen, Y.W., Chen, L.K., Hsiao, F.Y.: Effect of polypharmacy, potentially inappropriate medications and anticholinergic burden on clinical outcomes: a retrospective cohort study. CMAJ 187(4), E130–E137 (2015)CrossRefPubMedCentralPubMed Lu, W.H., Wen, Y.W., Chen, L.K., Hsiao, F.Y.: Effect of polypharmacy, potentially inappropriate medications and anticholinergic burden on clinical outcomes: a retrospective cohort study. CMAJ 187(4), E130–E137 (2015)CrossRefPubMedCentralPubMed
32.
Zurück zum Zitat Hyttinen, V., Taipale, H., Tolppanen, A.M., Tanskanen, A., Tiihonen, J., Hartikainen, S., Valtonen, H.: Incident use of a potentially inappropriate medication and hip fracture in community-dwelling older persons with Alzheimer’s Disease. Ann. Pharmacother. 51(9), 725–734 (2017)CrossRefPubMed Hyttinen, V., Taipale, H., Tolppanen, A.M., Tanskanen, A., Tiihonen, J., Hartikainen, S., Valtonen, H.: Incident use of a potentially inappropriate medication and hip fracture in community-dwelling older persons with Alzheimer’s Disease. Ann. Pharmacother. 51(9), 725–734 (2017)CrossRefPubMed
33.
Zurück zum Zitat Jano, E., Aparasu, R.R.: Healthcare outcomes associated with Beers’ criteria: a systematic review. Ann. Pharmacother. 41(3), 438–448 (2007)CrossRefPubMed Jano, E., Aparasu, R.R.: Healthcare outcomes associated with Beers’ criteria: a systematic review. Ann. Pharmacother. 41(3), 438–448 (2007)CrossRefPubMed
34.
Zurück zum Zitat Muhlack, D.C., Hoppe, L.K., Weberpals, J., Brenner, H., Schottker, B.: The association of potentially inappropriate medication at older age with cardiovascular events and overall mortality: a systematic review and meta-analysis of cohort studies. J. Am. Med. Dir. Assoc. 18(3), 211–220 (2017)CrossRefPubMed Muhlack, D.C., Hoppe, L.K., Weberpals, J., Brenner, H., Schottker, B.: The association of potentially inappropriate medication at older age with cardiovascular events and overall mortality: a systematic review and meta-analysis of cohort studies. J. Am. Med. Dir. Assoc. 18(3), 211–220 (2017)CrossRefPubMed
35.
Zurück zum Zitat Fu, A.Z., Jiang, J.Z., Reeves, J.H., Fincham, J.E., Liu, G.G., Perri, M.: Potentially inappropriate medication use and healthcare expenditures in the US community-dwelling elderly. Med Care 45(5), 472–476 (2007)CrossRefPubMed Fu, A.Z., Jiang, J.Z., Reeves, J.H., Fincham, J.E., Liu, G.G., Perri, M.: Potentially inappropriate medication use and healthcare expenditures in the US community-dwelling elderly. Med Care 45(5), 472–476 (2007)CrossRefPubMed
36.
Zurück zum Zitat Furu, K., Wettermark, B., Andersen, M., Martikainen, J.E., Almarsdottir, A.B., Sorensen, H.T.: The Nordic countries as a cohort for pharmacoepidemiological research. Basic Clin. Pharmacol. Toxicol. 106(2), 86–94 (2010)CrossRefPubMed Furu, K., Wettermark, B., Andersen, M., Martikainen, J.E., Almarsdottir, A.B., Sorensen, H.T.: The Nordic countries as a cohort for pharmacoepidemiological research. Basic Clin. Pharmacol. Toxicol. 106(2), 86–94 (2010)CrossRefPubMed
37.
Zurück zum Zitat Ray, W.A.: Evaluating medication effects outside of clinical trials: new-user designs. Am J Epidemiol 158(9), 915–920 (2003)CrossRefPubMed Ray, W.A.: Evaluating medication effects outside of clinical trials: new-user designs. Am J Epidemiol 158(9), 915–920 (2003)CrossRefPubMed
38.
Zurück zum Zitat Rikala, M., Hartikainen, S., Sulkava, R., Korhonen, M.J.: Validity of the finnish prescription register for measuring psychotropic drug exposures among elderly Finns: a population-based intervention study. Drugs Aging 27(4), 337–349 (2010)CrossRefPubMed Rikala, M., Hartikainen, S., Sulkava, R., Korhonen, M.J.: Validity of the finnish prescription register for measuring psychotropic drug exposures among elderly Finns: a population-based intervention study. Drugs Aging 27(4), 337–349 (2010)CrossRefPubMed
Metadaten
Titel
The association of potentially inappropriate medication use on health outcomes and hospital costs in community-dwelling older persons: a longitudinal 12-year study
verfasst von
Virva Hyttinen
Johanna Jyrkkä
Leena K. Saastamoinen
Anna-Kaisa Vartiainen
Hannu Valtonen
Publikationsdatum
05.07.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
The European Journal of Health Economics / Ausgabe 2/2019
Print ISSN: 1618-7598
Elektronische ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-018-0992-0

Weitere Artikel der Ausgabe 2/2019

The European Journal of Health Economics 2/2019 Zur Ausgabe