- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT03022266
A Behavioral Economics-Based Telehealth Intervention to Improve Post-MI Medication Adherence
Study Overview
Status
Intervention / Treatment
Detailed Description
Medication adherence is a quantifiable parameter detailing when and how consistently doses are taken. Elements of medication adherence include: 1) the proportion of prescribed drug taken or %PDT (primary outcome); 2) the proportion of days with the correct number of doses taken; 3) the proportion of doses taken on time, in relation to a prescription-defined time interval between successive doses; 4) the distribution of inter-dose intervals; 5) the number of drug holidays; and 6) the longest interval between two doses [Vrijens et al. British journal of clinical pharmacology. 2012;73(5):691-705]. Medication adherence will be assessed in all participants using EM technology manufactured by CleverCaps®. Electronic Monitoring (EM) is more sensitive, reliable and valid than other measurement techniques such as pill counts, self-reports, or clinical judgment [Vrijens et al. Expert review of clinical pharmacology. 2014;7(5):633-644]. In this study the investigators will monitor a single drug, aspirin, in MI patients prescribed aspirin on hospital discharge.
In addition to measurement of medication adherence using an EM device, the investigators will measure adherence using the Wellth cell phone app in the intervention arm. Participants in the intervention arm will also be asked to track their medication-taking habits by uploading photos of their medications at the appropriate dosage times using the Wellth app.
Readmissions will be measured using the EMR and by interview to capture events outside the Penn system. Events will be classified according to timing (e.g. 30-day readmission) and cause (e.g. cardiac, all-cause). This study is not designed to detect a statistically significant difference in readmissions.
Study Type
Enrollment (Actual)
Phase
- Not Applicable
Contacts and Locations
Study Locations
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Pennsylvania
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Philadelphia, Pennsylvania, United States, 19104
- University of Pennsylvania
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Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- Over 21 years of age
- Admitted to one of the University of Pennsylvania hospitals for acute myocardial infarction (ICD-10 codes I21.xx) or unstable angina (ICD 10 codes I20.xxx)
- Prescribed once-per-day aspirin at discharge
- The patient administers his or her own medications
- Own a smartphone with a sufficient data plan or home Wi-Fi to enable app use and avoid overage charges
- Able to speak and understand English
Exclusion Criteria:
- Diagnosis of MI following non-cardiac admission
- Discharge to any facility other than the patient's home
- Cognitive impairment that limits ability to understand and complete questionnaires
- Inability to operate a mobile phone and the Wellth app
- Physician-estimated life expectancy less than 6 months
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Other
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: Single
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
|---|---|
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Experimental: Intervention Arm
Participants receiving the Financial Incentive and Mobile Phone App will be given an smartphone app offering pill reminders and $50/month financial incentives for three months to upload photos of medication each day for 90 days.
Medication adherence will be measured via a CleverCap(R) electronic monitoring pillbox.
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Subjects receiving the Financial Incentive and Mobile Phone App will each participate in a 90-day adherence promotion program.
When users first log in to the app, the screen will display an incentive of $150 that participants have earned by enrolling in the program.
Participants will be told that each missed medication check-in will result in a $2 deduction from the account before it is paid out.
Each $50 portion (minus any penalties) of the $150 incentive will be paid out in 30-day installments by remotely crediting a previously distributed debit card.
Adherence will be measured simultaneously by app photos and CleverCap(R) electronic monitoring (EM) devices filled with a 90-day supply of aspirin.
Claims data will be analyzed for a 90 day period to account for any hospital admissions.
Other Names:
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No Intervention: Usual Care Control Arm
Participants in the usual care control arm will receive the usual education about medications provided by hospital staff.
Medication adherence will be measured via a CleverCap(R) electronic monitoring pillbox.
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What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Medication Adherence
Time Frame: 90 Days
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Better medication adherence at 90 days as Percentage of Doses Taken (%PDT) using CleverCap(R) electronic monitoring devices
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90 Days
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Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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30-Day All-cause Readmissions
Time Frame: 30 Days
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Average rates of hospital readmissions within 30 days assessed by medical record review and patient interviews
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30 Days
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90-Day All-cause Readmissions
Time Frame: 90 Days
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Average rates of hospital readmissions within 90 days assessed by medical record review and patient interviews
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90 Days
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Medication adherence assessed using patient smartphone photos
Time Frame: 90 Days
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% PDT will not differ between the app and electronic monitoring measurement approaches
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90 Days
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Self-reported self-care
Time Frame: 90 Days
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Self-care of coronary heart disease inventory
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90 Days
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Collaborators and Investigators
Sponsor
Collaborators
Investigators
- Principal Investigator: Barbara J Riegel, PhD, RN, University of Pennsylvania
Publications and helpful links
General Publications
- Chaudhry SI, Mattera JA, Curtis JP, Spertus JA, Herrin J, Lin Z, Phillips CO, Hodshon BV, Cooper LS, Krumholz HM. Telemonitoring in patients with heart failure. N Engl J Med. 2010 Dec 9;363(24):2301-9. doi: 10.1056/NEJMoa1010029. Epub 2010 Nov 16. Erratum In: N Engl J Med. 2011 Feb 3;364(5):490. N Engl J Med. 2013 Nov 7;369(19):1869.
- Mozaffarian D, Benjamin EJ, Go AS, Arnett DK, Blaha MJ, Cushman M, de Ferranti S, Despres JP, Fullerton HJ, Howard VJ, Huffman MD, Judd SE, Kissela BM, Lackland DT, Lichtman JH, Lisabeth LD, Liu S, Mackey RH, Matchar DB, McGuire DK, Mohler ER 3rd, Moy CS, Muntner P, Mussolino ME, Nasir K, Neumar RW, Nichol G, Palaniappan L, Pandey DK, Reeves MJ, Rodriguez CJ, Sorlie PD, Stein J, Towfighi A, Turan TN, Virani SS, Willey JZ, Woo D, Yeh RW, Turner MB; American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Heart disease and stroke statistics--2015 update: a report from the American Heart Association. Circulation. 2015 Jan 27;131(4):e29-322. doi: 10.1161/CIR.0000000000000152. Epub 2014 Dec 17. No abstract available. Erratum In: Circulation. 2015 Jun 16;131(24):e535. Circulation. 2016 Feb 23;133(8):e417.
- Jackevicius CA, Li P, Tu JV. Prevalence, predictors, and outcomes of primary nonadherence after acute myocardial infarction. Circulation. 2008 Feb 26;117(8):1028-36. doi: 10.1161/CIRCULATIONAHA.107.706820.
- Ho PM, Spertus JA, Masoudi FA, Reid KJ, Peterson ED, Magid DJ, Krumholz HM, Rumsfeld JS. Impact of medication therapy discontinuation on mortality after myocardial infarction. Arch Intern Med. 2006 Sep 25;166(17):1842-7. doi: 10.1001/archinte.166.17.1842.
- Volpp KG, Loewenstein G, Troxel AB, Doshi J, Price M, Laskin M, Kimmel SE. A test of financial incentives to improve warfarin adherence. BMC Health Serv Res. 2008 Dec 23;8:272. doi: 10.1186/1472-6963-8-272.
- Kimmel SE, Troxel AB, Loewenstein G, Brensinger CM, Jaskowiak J, Doshi JA, Laskin M, Volpp K. Randomized trial of lottery-based incentives to improve warfarin adherence. Am Heart J. 2012 Aug;164(2):268-74. doi: 10.1016/j.ahj.2012.05.005.
- Ho PM, Bryson CL, Rumsfeld JS. Medication adherence: its importance in cardiovascular outcomes. Circulation. 2009 Jun 16;119(23):3028-35. doi: 10.1161/CIRCULATIONAHA.108.768986.
- Zhang Y, Kaplan CM, Baik SH, Chang CC, Lave JR. Medication adherence and readmission after myocardial infarction in the Medicare population. Am J Manag Care. 2014;20(11):e498-505.
- Choudhry NK, Avorn J, Glynn RJ, Antman EM, Schneeweiss S, Toscano M, Reisman L, Fernandes J, Spettell C, Lee JL, Levin R, Brennan T, Shrank WH; Post-Myocardial Infarction Free Rx Event and Economic Evaluation (MI FREEE) Trial. Full coverage for preventive medications after myocardial infarction. N Engl J Med. 2011 Dec 1;365(22):2088-97. doi: 10.1056/NEJMsa1107913. Epub 2011 Nov 14.
- Choudhry NK, Avorn J, Antman EM, Schneeweiss S, Shrank WH. Should patients receive secondary prevention medications for free after a myocardial infarction? An economic analysis. Health Aff (Millwood). 2007 Jan-Feb;26(1):186-94. doi: 10.1377/hlthaff.26.1.186.
- Granger BB, Bosworth HB. Medication adherence: emerging use of technology. Curr Opin Cardiol. 2011 Jul;26(4):279-87. doi: 10.1097/HCO.0b013e328347c150.
- Riegel B, Jaarsma T, Stromberg A. A middle-range theory of self-care of chronic illness. ANS Adv Nurs Sci. 2012 Jul-Sep;35(3):194-204. doi: 10.1097/ANS.0b013e318261b1ba.
- Galloway GP, Coyle JR, Guillen JE, Flower K, Mendelson JE. A simple, novel method for assessing medication adherence: capsule photographs taken with cellular telephones. J Addict Med. 2011 Sep;5(3):170-4. doi: 10.1097/ADM.0b013e3181fcb5fd.
- Patel MS, Asch DA, Volpp KG. Framing Financial Incentives to Increase Physical Activity Among Overweight and Obese Adults. Ann Intern Med. 2016 Oct 18;165(8):600. doi: 10.7326/L16-0280. No abstract available.
Helpful Links
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Actual)
Study Completion (Actual)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Estimate)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
- W000001
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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