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Prescriber and pharmacy variation in patient adherence to five medication classes measured using implementation during persistent episodes
Author(s) -
Genberg Becky L.,
Rogers William H.,
Lee Yoojin,
Qato Danya M.,
Dore David D.,
Hutchins David S.,
Brennan Troyen,
Matlin Olga S.,
Wilson Ira B.
Publication year - 2016
Publication title -
pharmacoepidemiology and drug safety
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.023
H-Index - 96
eISSN - 1099-1557
pISSN - 1053-8569
DOI - 10.1002/pds.4025
Subject(s) - medicine , pharmacy , intraclass correlation , medical prescription , drug , psychological intervention , emergency medicine , family medicine , pharmacology , nursing , clinical psychology , psychometrics
Purpose The objective of this study was to determine the fraction of variance in patient‐level medication adherence accounted for by prescribers and pharmacies. Methods We used prescription drug claims paid between January 2010 and July 2011 to a national pharmacy benefits manager to define implementation during persistent episodes. Patients in Massachusetts or Rhode Island covered by Blue Cross Blue Shield of Rhode Island and their prescribers were included. Five drug classes were analyzed: angiotensin converting enzyme (ACE) inhibitors, antihyperglycemics (ANHGs), drugs for prostatic hyperplasia (PH), statins, and levothyroxine (THYR). We performed mixed models with random intercepts (drug, patient, prescriber, and pharmacy) and examined the fraction of variance explained at each level using intraclass correlations. Results Overall implementation ranged from 87 to 91%. The fraction of the explained variance in implementation to ACEs, ANHG, PH, statins, and THYR accounted for by prescribers was 16.4%, 12.6%, 14.6%, 15.6%, and 15% respectively; and for pharmacies 20.4%, 20%, 15.2%, 10.6%, and 9.4%, respectively. Conclusions Prescriber and pharmacy effects accounted for a substantial amount of the explained variance in implementation across all five drug classes. Adherence interventions for chronic conditions that target prescribers and pharmacies, in addition to patients, could be effective and efficient. Copyright © 2016 John Wiley & Sons, Ltd.