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The impact of potentially inappropriate medication on the development of health care costs and its moderation by the number of prescribed substances. Results of a retrospective matched cohort study

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  • Dirk Heider
  • Herbert Matschinger
  • Andreas D Meid
  • Renate Quinzler
  • Jürgen-Bernhard Adler
  • Christian Günster
  • Walter E Haefeli
  • Hans-Helmut König

Abstract

Background: In the growing population of the elderly, drug-related problems are considered an important health care safety issue. One aspect of this is the prescription of potentially inappropriate medication (PIM) which is considered to increase health care costs. Objective: Using data from the Health Economics of Potentially Inappropriate Medication (HEPIME) study, we aimed to analyze how the number of prescribed substances moderates the association of PIM use as defined by the German PRISCUS list and health care costs applying a longitudinal perspective. Methods: An initial number of 6,849,622 insurants aged 65+ of a large German health insurance company were included in a retrospective matched cohort study. Based on longitudinal claims data from the four separate quarters of a 12-month pre-period, 3,860,842 individuals with no exposure to PIM in 2011 were matched to 508,212 exposed individuals. Exposure effects of PIM use on health care costs and the number of prescribed substances were measured based on longitudinal claims data from the four separate quarters of the 12-month post-period. Results: After successful balancing for the development of numerous matching variables during the four quarters of the pre-period, exposed individuals consumed 2.1 additional prescribed substances and had higher total health care costs of 1,237 € when compared to non-exposed individuals in the 1st quarter of the post-period. Controlling for the number of prescribed substances, the difference in total health care costs between both study groups was 401 €. The average effect of one additionally prescribed substance (other than PIM) on total health care costs was increased by an amount of 137 € for those being exposed to a PIM. In quarters 2–4 of the post-period, the differences between both study groups tended to decrease sequentially. Conclusions: PIM use has an increasing effect on the development of health care costs. This cost-increasing effect of PIM use is moderated by the number of prescribed substances.

Suggested Citation

  • Dirk Heider & Herbert Matschinger & Andreas D Meid & Renate Quinzler & Jürgen-Bernhard Adler & Christian Günster & Walter E Haefeli & Hans-Helmut König, 2018. "The impact of potentially inappropriate medication on the development of health care costs and its moderation by the number of prescribed substances. Results of a retrospective matched cohort study," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-12, July.
  • Handle: RePEc:plo:pone00:0198004
    DOI: 10.1371/journal.pone.0198004
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    References listed on IDEAS

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    1. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    2. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    3. Cathal A. Cadogan & Cristín Ryan & Carmel M. Hughes, 2016. "Appropriate Polypharmacy and Medicine Safety: When Many is not Too Many," Drug Safety, Springer, vol. 39(2), pages 109-116, February.
    4. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    5. Andrew C. Eggers & Anthony Fowler & Jens Hainmueller & Andrew B. Hall & James M. Snyder, 2015. "On the Validity of the Regression Discontinuity Design for Estimating Electoral Effects: New Evidence from Over 40,000 Close Races," American Journal of Political Science, John Wiley & Sons, vol. 59(1), pages 259-274, January.
    6. Heinz G Endres & Petra Kaufmann-Kolle & Valerie Steeb & Erik Bauer & Caroline Böttner & Petra Thürmann, 2016. "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 Alternati," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-15, February.
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    1. Chauvin, Pauline & Fustinoni, Sarah & Seematter-Bagnoud, Laurence & Herr, Marie & Santos Eggimann, Brigitte, 2021. "Potentially inappropriate prescriptions: Associations with the health insurance contract and the quality of the patient–physician relationship?," Health Policy, Elsevier, vol. 125(9), pages 1146-1157.

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