#PAGE_PARAMS# #ADS_HEAD_SCRIPTS# #MICRODATA#

Pharmacy-based predictors of non-adherence, non-persistence and reinitiation of antihypertensive drugs among patients on oral diabetes drugs in the Netherlands


Autoři: Sofa D. Alfian aff001;  Petra Denig aff003;  André Coelho aff004;  Eelko Hak aff001
Působiště autorů: Unit Pharmaco-Therapy, -Epidemiology & -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands aff001;  Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia aff002;  Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff003;  Health & Technology Research Center (H&TRC), Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa (ESTeSL), Lisbon, Portugal aff004
Vyšlo v časopise: PLoS ONE 14(11)
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pone.0225390

Souhrn

Background

Adherence to antihypertensive drugs in patients with diabetes is important. To support adherence, attention should be paid to the dynamic process of implementation, persistence and reinitiation of these drugs. We assessed non-adherence, non-persistence and reinitiation patterns for antihypertensive drugs in patients on oral diabetes drugs and identified pharmacy-based predictors of these processes.

Methods

We conducted a cohort study in patients on oral diabetes drugs who initiated antihypertensive drugs between 1995–2015, as registered in the IADB.nl pharmacy database. Non-adherence was defined as a medication possession ratio < 80% and non-persistence as a gap > 180 days. We defined reinitiation as the dispensing of an antihypertensive drug within one year following discontinuation. We provide descriptive statistics for different time periods and applied logistic and Cox regressions to assess associations with sociodemographic and drug-related factors.

Results

Of 6,669 initiators, non-adherence rates in persistent patients decreased from 11.0% in the first year to 8.5% and 7.7% in the second and third years, respectively. Non-persistence rates decreased from 18.0% in the first year to 3.7% and 2.9% in the second and third years, respectively. Of the 1,201 patients who discontinued in the first year, 22.0% reinitiated treatment within one year. Non-adherence and non-persistence rates were lower in the more recent time period. Predictors of non-adherence were secondary prevention (OR: 1.45; 95% CI: 1.10–1.93) and diuretics as initial drug class (OR: 1.37; 95% CI: 1.08–1.74). Predictors of non-persistence were female gender (HR: 1.18; 95% CI: 1.05–1.32), older age (HR: 1.33; 95% CI: 1.08–1.63) and diuretics, beta-blocking agents or calcium channel blockers as initial drug class. Longer duration of persistence was a predictor of reinitiation.

Conclusions

Adherence to antihypertensive drugs in patients on oral diabetes drugs has improved over time. The first year after initiation is the most crucial with regard to non-adherence and non-persistence, and the risk groups are different for both processes. Early non-persistence is a risk factor for not reinitiating treatment.

Klíčová slova:

Drug therapy – Calcium channels – Antihypertensives – Antihypertensive drugs – Diuretics – Drug adherence


Zdroje

1. American Diabetes Association. 10. Cardiovascular Disease and Risk Management: Standards of Medical Care in Diabetes—2019. Diabetes Care. 2019;42: S103–S123. doi: 10.2337/dc19-S010 30559236

2. Stalman WAB, Scheltens T, Burgers JS, Hukkelhoven CWPM, Smorenburg SM, Banga JDet al. Dutch guideline cardiovascular risk management 2006 [Internet]. [cited 3 Jul 2019]. Available: http://www.nhg.org

3. Ledur PS, Leiria LF, Severo MD, Silveira DT, Massierer D, Becker AD, et al. Perception of uncontrolled blood pressure and non-adherence to anti-hypertensive agents in diabetic hypertensive patients. J Am Soc Hypertens. Elsevier; 2013;7: 477–483. doi: 10.1016/J.JASH.2013.07.006 23969287

4. Burke TA, Sturkenboom MC, Lu S, Wentworth CE, Lin Y, Rhoads GG. Discontinuation of antihypertensive drugs among newly diagnosed hypertensive patients in UK general practice. J Hypertens. 2006;24: 1193–1200. doi: 10.1097/01.hjh.0000226211.95936.f5 16685222

5. Sung SK, Lee SG, Lee KS, Kim DS, Kim KH, Kim KY. First-year treatment adherence among outpatients initiating antihypertensive medication in Korea: Results of a retrospective claims review. Clin Ther. 2009;31: 1309–1320. doi: 10.1016/j.clinthera.2009.06.011 19695396

6. Van Wijk BLG, Avorn J, Solomon DH, Klungel OH, Heerdink ER, De Boer A, et al. Rates and determinants of reinitiating antihypertensive therapy after prolonged stoppage: A population-based study. J Hypertens. 2007;25: 689–697. doi: 10.1097/HJH.0b013e3280148a58 17278986

7. Wijk Van BLG, Klungel OH, Heerdink ER, de Boer A. Rate and determinants of 10-year persistence with antihypertensive drugs. J Hypertens. 2005;23: 2101–2107. doi: 10.1097/01.hjh.0000187261.40190.2e 16208154

8. Bourgault C, Sénécal M, Brisson M, Marentette M, Grégoire J-P. Persistence and discontinuation patterns of antihypertensive therapy among newly treated patients: a population-based study. J Hum Hypertens. 2005;19: 607–613. doi: 10.1038/sj.jhh.1001873 15920457

9. Degli Esposti E, Sturani A, Falasca P, Novi M, Baio G, Buda S, et al. Long-term persistence with antihypertensive drugs in new patients. J Hum Hypertens. 2002;16: 439–444. doi: 10.1038/sj.jhh.1001418 12037702

10. Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, et al. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73: 691–705. doi: 10.1111/j.1365-2125.2012.04167.x 22486599

11. Halpern MT, Khan ZM, Schmier JK, Burnier M, Caro JJ, Cramer J, et al. Recommendations for evaluating compliance and persistence with hypertension therapy using retrospective data. Hypertension. 2006;47: 1039–1048. doi: 10.1161/01.HYP.0000222373.59104.3d 16651464

12. De Geest S, Zullig LL, Dunbar-Jacob J, Helmy R, Hughes DA, Wilson IB, et al. ESPACOMP medication adherence reporting guideline (EMERGE). Ann Intern Med. 2018;169: 30–35. doi: 10.7326/M18-0543 29946690

13. Sediq R, van der Schans J, Dotinga A, Alingh R, Wilffert B, Bos JH, et al. Concordance assessment of self-reported medication use in the Netherlands three-generation Lifelines Cohort Study with the pharmacy database IADB.nl: The PharmLines Initiative. Clin Epidemiol. Dove Press; 2018;10: 981–989. doi: 10.2147/CLEP.S163037 30147377

14. Overheid. N. Wet medisch wetenschappelijk onderzoek met mensen. [Internet]. [cited 1 Aug 2019]. Available: http://wetten.overheid.nl/BWBR0009408/2013-09-27/1

15. Alfian SD, Pradipta IS, Hak E, Denig P. A systematic review finds inconsistency in the measures used to estimate adherence and persistence to multiple cardiometabolic medications. J Clin Epidemiol. Pergamon; 2019;108: 44–53. doi: 10.1016/j.jclinepi.2018.12.003 30537541

16. Frans K, Jeroen B, Veldheer V. Neighbourhood status development in the Netherlands 1998–2010—SCP English [Internet]. 2012 [cited 27 Sep 2016]. Available: https://www.scp.nl/

17. Jansen T, Zwaanswijk M, Hek K, de Bakker D. To what extent does sociodemographic composition of the neighbourhood explain regional differences in demand of primary out-of-hours care: a multilevel study. BMC Fam Pract. 2015;16: 54. doi: 10.1186/s12875-015-0275-0 25943593

18. Pouwels KB, Voorham J, Hak E, Denig P. Identification of major cardiovascular events in patients with diabetes using primary care data. BMC Health Serv Res. 2016;16: 110. doi: 10.1186/s12913-016-1361-2 27038959

19. Nederlands Huisarten Genootschap. Multidisciplinaire Richtlijn Polyfarmacie bij ouderen 2012 [Internet]. 2012 [cited 1 Apr 2018]. Available: https://www.nhg.org/sites/default/files/content/nhg_org/uploads/polyfarmacie_bij_ouderen.pdf

20. Hedna K, Hakkarainen KM, Gyllensten H, Jönsson AK, Sundell KA, Petzold M, et al. Adherence to antihypertensive therapy and elevated blood pressure: should we consider the use of multiple medications? PLoS One. 2015;10: 1–14. doi: 10.1371/journal.pone.0137451 26359861

21. Friedman O, McAlister FA, Yun L, Campbell NRC, Tu K. Antihypertensive drug persistence and compliance among newly treated elderly hypertensives in Ontario. Am J Med. 2010;123: 173–181. doi: 10.1016/j.amjmed.2009.08.008 20103027

22. Lee JL, Maciejewski ML, Raju SS, Shrank WH, Choudhry NK. Value-Based Insurance Design: Quality Improvement But No Cost Savings. Health Aff. 2013;32: 1251–1257. doi: 10.1377/hlthaff.2012.0902 23836741

23. Alfian SD, Worawutputtapong P, Schuiling-Veninga CCM, van der Schans J, Bos JHJ, Hak E, et al. Pharmacy-based predictors of non-persistence with and non-adherence to statin treatment among patients on oral diabetes medication in the Netherlands. Curr Med Res Opin. 2018;34: 1013–1019. doi: 10.1080/03007995.2017.1417242 29292657

24. Wiersma T, Smulders YM, Stehouwer CD, Konings KT, Lanphen J. Summary of the multidisciplinary guideline on cardiovascular risk management (revision 2011). Ned Tijdschr Geneeskd. 2012;156: A5104. 22951134

25. Baggarly SA, Kemp RJ, Wang X, Magoun AD. Factors associated with medication adherence and persistence of treatment for hypertension in a Medicaid population. Res Soc Adm Pharm. Elsevier Inc; 2014;10: 99–112. doi: 10.1016/j.sapharm.2014.02.002 24731547

26. Erkens JA, Panneman MMJ, Klungel OH, Boom G van den, Prescott MF, Herings RMC. Differences in antihypertensive drug persistence associated with drug class and gender: a PHARMO study. Pharmacoepidemiol Drug Saf. John Wiley & Sons, Ltd.; 2005;14: 795–803. doi: 10.1002/pds.1156 16178043

27. Kronish IM, Woodward M, Sergie Z, Ogedegbe G, Falzon L, Mann DM. Meta-analysis: impact of drug class on adherence to antihypertensives. Circulation. 2011;123: 1611–1621. doi: 10.1161/CIRCULATIONAHA.110.983874 21464050

28. Siegel D, Lopez J, Meier J. Antihypertensive medication adherence in the Department of Veterans Affairs. Am J Med. 2007;120: 26–32. doi: 10.1016/j.amjmed.2006.06.028 17208076

29. Elliott WJ, Plauschinat CA, Skrepnek GH, Gause D. Persistence, adherence, and risk of discontinuation associated with commonly prescribed antihypertensive drug monotherapies. J Am Board Fam Med. American Board of Family Medicine; 2007;20: 72–80. doi: 10.3122/jabfm.2007.01.060094 17204738

30. Naderi SH, Bestwick JP, Wald DS. Adherence to drugs that prevent cardiovascular disease: Meta-analysis on 376,162 patients. Am J Med. Elsevier Inc.; 2012;125: 882–887. doi: 10.1016/j.amjmed.2011.12.013 22748400

31. Cramer JA. A systematic review of adherence with medications for diabetes. Diabetes Care. 2004;27: 1218–1224. doi: 10.2337/diacare.27.5.1218 15111553

32. Tu K, Anderson LN, Butt DA, Quan H, Hemmelgarn BR, Campbell NR, et al. Antihypertensive drug prescribing and persistence among new elderly users: Implications for persistence improvement interventions. Can J Cardiol. Canadian Cardiovascular Society; 2014;30: 647–652. doi: 10.1016/j.cjca.2014.03.017 24882536

33. Klotz U. Pharmacokinetics and drug metabolism in the elderly. Drug Metab Rev. 2009;41: 67–76. doi: 10.1080/03602530902722679 19514965

34. Hasford J, Schröder-bernhardi D, Rottenkolber M, Kostev K, Dietlein G. Persistence with antihypertensive treatments: results of a 3-year follow-up cohort study. Eur J Clin Pharmacol. 2007;63: 1055–1061. doi: 10.1007/s00228-007-0340-2 17701032

35. Poluzzi E, Strahinja P, Vargiu A, Chiabrando G, Silvani MC, Motola D, et al. Initial treatment of hypertension and adherence to therapy in general practice in Italy. Eur J Clin Pharmacol. Springer-Verlag; 2005;61: 603–609. doi: 10.1007/s00228-005-0957-y 16082539

36. Centraal Bureau voor de Statistiek. More and more people with diabetes [Internet]. 2014 [cited 21 May 2019]. Available: https://www.cbs.nl/en-gb/news/2014/46/more-and-more-people-with-diabetes

37. Wroe AL. Intentional and unintentional nonadherence: a study of decision making. J Behav Med. Kluwer Academic Publishers-Plenum Publishers; 2002;25: 355–372. doi: 10.1023/a:1015866415552 12136497

38. Clifford S, Barber N, Horne R. Understanding different beliefs held by adherers, unintentional nonadherers, and intentional nonadherers: Application of the Necessity-Concerns Framework. J Psychosom Res. 2008;64: 41–46. doi: 10.1016/j.jpsychores.2007.05.004 18157998

39. McHorney C. Individual patients hold different beliefs to prescription medications to which they persist vs nonpersist and persist vs nonfulfill. Patient Prefer Adherence. 2010; 187. doi: 10.2147/PPA.S10603


Článok vyšiel v časopise

PLOS One


2019 Číslo 11
Najčítanejšie tento týždeň
Najčítanejšie v tomto čísle
Kurzy

Zvýšte si kvalifikáciu online z pohodlia domova

Aktuální možnosti diagnostiky a léčby litiáz
nový kurz
Autori: MUDr. Tomáš Ürge, PhD.

Všetky kurzy
Prihlásenie
Zabudnuté heslo

Zadajte e-mailovú adresu, s ktorou ste vytvárali účet. Budú Vám na ňu zasielané informácie k nastaveniu nového hesla.

Prihlásenie

Nemáte účet?  Registrujte sa

#ADS_BOTTOM_SCRIPTS#