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Using the national electronic prescription system to determine the primary non-adherence to medication in the Czech Republic

. 2023 ; 14 () : 1128457. [epub] 20230322

Status PubMed-not-MEDLINE Language English Country Switzerland Media electronic-ecollection

Document type Journal Article

The primary medication non-adherence occurs when a patient does not collect his or her newly prescribed medication. Various studies give estimates that this occurs between 0.2 percent and 74 percent. Recently, this topic has been researched by analyzing data in national electronic prescription systems. The database of the Czech electronic prescription system was used to obtain the number of all prescriptions issued and collected in 2021 for fifty particular substances (associated with six medication groups). Additionally, a similar query was performed with an additional criterion that the same substance had not been prescribed within the last 365 days. The data were obtained separately in five age categories. The total number of prescriptions analyzed in this study was over 21 million, which represents almost 30 percent of all prescriptions issued in the Czech Republic in 2021. The primary medication non-adherence in the selected substances was 4.56 percent, which negatively correlates (rxy = 0.707) with the age of a patient. There is a higher primary non-adherence in the Psychoanaleptics and Lipid modifying medication groups than in the whole studied sample (p < 0.05). Lipid-modifying medication group and several other particular substances showed a larger difference between primary non-adherence and overall non-adherence, indicating issues in the initiation of these drugs. The results of our study are following earlier studies with similar methodologies from other countries. However, the difference between primary non-adherence and overall non-adherence had not been observed in other studies before. The electronic prescription system proved to be a valuable tool for conducting this type of research.

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Aarnio E., Huupponen R., Martikainen J. E., Korhonen M. J. (2019). First insight to the Finnish nationwide electronic prescription database as a data source for pharmacoepidemiology research. Res. Soc. Adm. Pharm. 16, 553–559. S1551741119303687. 10.1016/j.sapharm.2019.06.012 PubMed DOI

Adams A. J., Stolpe S. F. (2016). Defining and measuring primary medication nonadherence: Development of a quality measure. J. Manag. Care Spec. Pharm. 22, 516–523. 10.18553/jmcp.2016.22.5.516 PubMed DOI PMC

Adamson A. S., Glass D. A., Suarez E. A. (2017). Patient-provider race and sex concordance and the risk for medication primary nonadherence. J. Am. Acad. Dermatol 76, 1193–1195. 10.1016/j.jaad.2017.01.039 PubMed DOI

Aznar-Lou I., Fernández A., Gil-Girbau M., Fajó-Pascual M., Moreno-Peral P., Peñarrubia-María M. T., et al. (2017). Initial medication non-adherence: Prevalence and predictive factors in a cohort of 1.6 million primary care patients. Br. J. Clin. Pharmacol. 83, 1328–1340. 10.1111/bcp.13215 PubMed DOI PMC

Bauer A. M., Schillinger D., Parker M. M., Katon W., Adler N., Adams A. S., et al. (2013). Health literacy and antidepressant medication adherence among adults with diabetes: The diabetes study of northern California (DISTANCE). J. Gen. Intern Med. 28, 1181–1187. 10.1007/s11606-013-2402-8 PubMed DOI PMC

Brown M. T., Bussell J. K. (2011). Medication adherence: WHO cares? Mayo Clin. Proc. 86, 304–314. 10.4065/mcp.2010.0575 PubMed DOI PMC

Bruthans J. (2019). The past and current state of the Czech outpatient electronic prescription (eRecept). Int. J. Med. Inf. 123, 49–53. 10.1016/j.ijmedinf.2019.01.003 PubMed DOI

Bruthans J. (2020). The state of national electronic prescription systems in the EU in 2018 with special consideration given to interoperability issues. Int. J. Med. Inf. 141, 104205. 10.1016/j.ijmedinf.2020.104205 PubMed DOI

Cheen M. H. H., Tan Y. Z., Oh L. F., Wee H. L., Thumboo J. (2019). Prevalence of and factors associated with primary medication non‐adherence in chronic disease: A systematic review and meta‐analysis. Int. J. Clin. Pract. 73, e13350. 10.1111/ijcp.13350 PubMed DOI

da Costa F. A., Pedro A. R., Teixeira I., Bragança F., da Silva J. A., Cabrita J. (2015). Primary non-adherence in Portugal: Findings and implications. Int. J. Clin. Pharm. 37, 626–635. 10.1007/s11096-015-0108-1 PubMed DOI

Fernández A., Quan J., Moffet H., Parker M. M., Schillinger D., Karter A. J. (2017). Adherence to newly prescribed diabetes medications among insured latino and white patients with diabetes. JAMA Intern Med. 177, 371–379. 10.1001/jamainternmed.2016.8653 PubMed DOI PMC

Fischer M. A., Stedman M. R., Lii J., Vogeli C., Shrank W. H., Brookhart M. A., et al. (2010). Primary medication non-adherence: Analysis of 195,930 electronic prescriptions. J. Gen. Intern Med. 25, 284–290. 10.1007/s11606-010-1253-9 PubMed DOI PMC

Harsha N., Kőrösi L., Pálinkás A., Bíró K., Boruzs K., Ádány R., et al. (2019). Determinants of primary nonadherence to medications prescribed by general practitioners among adults in Hungary: Cross-sectional evaluation of health insurance data. Front. Pharmacol. 10, 1280. 10.3389/fphar.2019.01280 PubMed DOI PMC

Hempenius M., Rijken S., Groenwold R. H. H., Hek K., de Boer A., Klungel O. H., et al. (2022). Primary nonadherence to drugs prescribed by general practitioners: A Dutch database study. Br. J. Clin. Pharmacol. 89, 268–278. 10.1111/bcp.15472 PubMed DOI PMC

Kardas P., Cieszyński J., Czech M., Banaś I., Lewek P. (2019). Primary non-adherence to medication and its drivers of in Poland: Findings of the analysis of the e-prescription pilot. Pol. Arch. Intern Med. 130, 8–16. 10.20452/pamw.14994 PubMed DOI

Kardas G., Panek M., Kuna P., Cieszyński J., Kardas P. (2020). Primary non-adherence to antihistamines—conclusions from E-prescription pilot data in Poland. Front. Pharmacol. 11, 783. 10.3389/fphar.2020.00783 PubMed DOI PMC

Karter A. J., Parker M. M., Moffet H. H., Ahmed A. T., Schmittdiel J. A., Selby J. V. (2009). New prescription medication gaps: A comprehensive measure of adherence to new prescriptions. Health Serv. Res. 44, 1640–1661. 10.1111/j.1475-6773.2009.00989.x PubMed DOI PMC

Laius O., Pisarev H., Volmer D., Kõks S., Märtson A., Maasalu K. (2018). Use of a national database as a tool to identify primary medication non-adherence: The Estonian ePrescription system. Res. Soc. Adm. Pharm. 14, 776–783. 10.1016/j.sapharm.2017.10.003 PubMed DOI

Raebel M. A., Ellis J. L., Carroll N. M., Bayliss E. A., McGinnis B., Schroeder E. B., et al. (2012). Characteristics of patients with primary non-adherence to medications for hypertension, diabetes, and lipid disorders. J. Gen. Intern Med. 27, 57–64. 10.1007/s11606-011-1829-z PubMed DOI PMC

Raebel M. A., Schmittdiel J., Karter A. J., Konieczny J. L., Steiner J. F. (2013). Standardizing terminology and definitions of medication adherence and persistence in research employing electronic databases. Med. Care 51, S11–S21. 10.1097/MLR.0b013e31829b1d2a PubMed DOI PMC

Rodriguez-Bernal C. L., Peiró S., Hurtado I., García-Sempere A., Sanfélix-Gimeno G. (2018). Primary nonadherence to oral anticoagulants in patients with atrial fibrillation: Real-world data from a population-based cohort. J. Manag. Care Spec. Pharm. 24, 440–448. 10.18553/jmcp.2018.24.5.440 PubMed DOI PMC

Singer A. G., LaBine L., Katz A., Yogendran M., Lix L. (2022). Primary medication nonadherence in a large primary care population: Observational study from Manitoba. Can. Fam. Physician 68, 520–527. 10.46747/cfp.6807520 PubMed DOI PMC

Vrijens B., De Geest S., Hughes D. A., Przemyslaw K., Demonceau J., Ruppar T., et al. (2012). A new taxonomy for describing and defining adherence to medications: New taxonomy for adherence to medications. Br. J. Clin. Pharmacol. 73, 691–705. 10.1111/j.1365-2125.2012.04167.x PubMed DOI PMC

Wamala S., Merlo J., Bostrom G., Hogstedt C., Agren G. (2007). Socioeconomic disadvantage and primary non-adherence with medication in Sweden. Int. J. Qual. Health Care 19, 134–140. 10.1093/intqhc/mzm011 PubMed DOI

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