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, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Lauffenburger, Julie C.
Fontanet, Constance P.
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Brigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Fontanet, Constance P.
Isaac, Thomas
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Atrius Hlth, Newton, MA USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Isaac, Thomas
Gopalakrishnan, Chandrasekar
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Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Gopalakrishnan, Chandrasekar
Sequist, Thomas D.
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Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Gen Internal Med, Boston, MA 02120 USA
Brigham & Womens Hosp, Dept Hlth Care Policy, 75 Francis St, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Sequist, Thomas D.
Gagne, Joshua J.
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Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Gagne, Joshua J.
Jackevicius, Cynthia A.
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Western Univ Hlth Sci, Pomona, CA USA
VA Greater Los Angeles Healthcare Syst, Los Angeles, CA USA
Univ Toronto, Inst Hlth Policy Management & Evaluat, Toronto, ON, Canada
Univ Hlth Network, ICES, Toronto, ON, CanadaBrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Jackevicius, Cynthia A.
Fischer, Michael A.
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Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Fischer, Michael A.
Solomon, Daniel H.
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Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Rheumatol, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Solomon, Daniel H.
Choudhry, Niteesh K.
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Brigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
Harvard Med Sch, Boston, MA 02120 USA
Brigham & Womens Hosp, Div Pharmacoepidemiol & Pharmacoecon, Dept Med, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Ctr Healthcare Delivery Sci C4HDS, Boston, MA 02120 USA
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Boston Med Ctr, Dept Surg, 88 E Newton St,Ste C515, Boston, MA 02118 USABoston Med Ctr, Dept Surg, 88 E Newton St,Ste C515, Boston, MA 02118 USA
Talutis, Stephanie D.
Chen, Qi
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Vet Affairs Boston Healthcare Syst, Ctr Healthcare Org & Implementat Res, Boston, MA USABoston Med Ctr, Dept Surg, 88 E Newton St,Ste C515, Boston, MA 02118 USA
Chen, Qi
Wang, Na
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Boston Univ, Sch Publ Hlth, Biostat & Epidemiol Data Analyt Ctr, Boston, MA USABoston Med Ctr, Dept Surg, 88 E Newton St,Ste C515, Boston, MA 02118 USA
Wang, Na
Rosen, Amy K.
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Boston Med Ctr, Dept Surg, 88 E Newton St,Ste C515, Boston, MA 02118 USA
Vet Affairs Boston Healthcare Syst, Ctr Healthcare Org & Implementat Res, Boston, MA USABoston Med Ctr, Dept Surg, 88 E Newton St,Ste C515, Boston, MA 02118 USA
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Luque, John S.
Matthew, Olayemi O.
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Matthew, Olayemi O.
Jackson, Deloria R.
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Jackson, Deloria R.
Vargas, Matthew A.
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Vargas, Matthew A.
Austin, Tifini
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Austin, Tifini
Ali, Askal
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Ali, Askal
Kiros, Gebre E.
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Kiros, Gebre E.
Harris, Cynthia M.
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Harris, Cynthia M.
Tawk, Rima
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Florida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA
Tawk, Rima
Gwede, Clement K.
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H Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Div Populat Sci, Tampa, FL 33612 USAFlorida A&M Univ, Coll Pharm & Pharmaceut Sci, Inst Publ Hlth, 1515 South Martin Luther King Jr Blvd, Tallahassee, FL 32307 USA