BACKGROUND: Pharmacy fill data are a practical tool for assessing medication nonadherence. However, previous studies have not compared the accuracy of pharmacy fill data to measurement of plasma drug levels, or chemical adherence testing (CAT). METHODS AND RESULTS: We performed a cross-sectional study in patients with uncontrolled hypertension in outpatient clinics in a safety net health system. Plasma samples were obtained for measurement of common cardiovascular drugs, including calcium channel blockers, thiazide diuretics, beta blockers, angiotensin-converting enzyme inhibitors/angiotensin receptor blockers, and statins, using liquid chromatography mass spectrometry. Proportion of days covered (PDC), a method for tracking pharmacy fill data, was calculated via linkages with Surescripts, and its diagnostic test characteristics were compared with CAT. Among 77 patients with uncontrolled hypertension, 13 (17%) were nonadherent to at least 1 antihypertensive drug and 23 (37%) were nonadherent to statins by CAT. PDC was significantly lower in the nonadherent versus the adherent group by CAT only among patients prescribed an angiotensin-converting enzyme inhibitor/angiotensin receptor blocker or statin (all P<0.05) but not in patients prescribed other drug classes. The sensitivity and specificity of PDC in detecting nonadherence to angiotensin-converting enzyme inhibitors/angiotensin receptor blockers and statin drugs by CAT were 75% to 82% and 56% to 79%, respectively. The positive predictive value of PDC in detecting nonadherence was only 11% to 27% for antihypertensive drugs and 45% for statins. CONCLUSIONS: PDC is useful in detecting nonadherence to angiotensin-converting enzyme inhibitors/angiotensin receptor blockers and statins but has limited usefulness in detecting nonadherence to calcium channel blockers, beta blockers, or thiazide diuretics and has a low positive predictive value for all drug classes.
机构:
Brigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Fontanet, Constance P.
Choudhry, Niteesh K.
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Brigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Choudhry, Niteesh K.
Isaac, Thomas
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Atrius Hlth, Dept Internal Med, Newton, MA USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Isaac, Thomas
Sequist, Thomas D.
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Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Gen Internal Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Hlth Care Policy, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Sequist, Thomas D.
Gopalakrishnan, Chandrasekar
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Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Gopalakrishnan, Chandrasekar
Gagne, Joshua J.
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Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Gagne, Joshua J.
Jackevicius, Cynthia A.
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Western Univ Hlth Sci, Pharm Practice & Adm Dept, Pomona, CA USA
VA Greater Angeles Healthcare Syst, Dept Cardiol, Los Angeles, CA USA
Univ Toronto, Inst Hlth Policy Management & Evaluat, Toronto, ON, Canada
Univ Hlth Network, ICES, Toronto, ON, CanadaBrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Jackevicius, Cynthia A.
Fischer, Michael A.
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Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Fischer, Michael A.
Solomon, Daniel H.
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Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Rheumatol Inflammat & Immun, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Solomon, Daniel H.
Lauffenburger, Julie C.
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Brigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, Boston, MA 02115 USABrigham & Womens Hosp, Ctr Healthcare Delivery Sci C4HDS, Dept Med, Boston, MA 02115 USA