Evidence map›Paper›PMID 33993727›Full record

Trial reportCirculation. Cardiovascular quality and outcomes2021

Text Message Medication Adherence Reminders Automated and Delivered at Scale Across Two Institutions: Testing the Nudge System: Pilot Study.

Phat Luong, Thomas J Glorioso, Gary K Grunwald, Pamela Peterson, Larry A Allen, Amber Khanna, Joy Waughtal, Lisa Sandy, P Michael Ho, Sheana Bull

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Circulation. Cardiovascular quality and outcomes, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03973931 (Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications), which is not on this map. Cited by 16 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT03973931 nacompletednot on this map

Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications (The Nudge Study)

TypeinterventionalSponsorUniversity of Colorado, DenverRan2019 to 2023Enrolled9,501ConditionsCardiovascular Diseases, Adherence, Medication, Medication Adherence, Diabetes MellitusArmsNudge
3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  4. Description of patient questions received by clinical pharmacists in the Nudge Study.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2023
    Trial
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  6. Beyond medication: factors contributing to uncontrolled hypertension from the 2023 Indonesian health survey.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Phat LuongUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Thomas J GloriosoVeteran Affairs Eastern Colorado Health Care System, Aurora, CO (T.J.G., G.K.G., P.M.H.).
Gary K GrunwaldUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Pamela PetersonUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Larry A AllenUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Amber KhannaUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Joy WaughtalUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Lisa SandyUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
P Michael HoUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).
Sheana BullUniversity of Colorado Anschutz Medical Campus, Aurora, CO (P.L., G.K.G., P.P., L.A.A., A.K., J.W., L.S., P.M.H., S.B.).

Funding

NIH Health Care Systems Research Collaboratory-Coordinating Center (U24)U24AT009676 · NCCIH · DUKE UNIVERSITY · PI LESLEY H CURTIS, Adrian Hernandez · 2017 to 2026
$21.5M
Personalized Patient data and behavioral nudges to improve adherence to chronic cardiovascular medicationsUH3HL144163 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI ALLEN, LARRY ALEXANDER, BULL, SHEANA S · 2019 to 2022
$5.7M
Personalized Patient data and behavioral nudges to improve adherence to chronic cardiovascular medicationsUG3HL144163 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI BULL, SHEANA S, HO, P. MICHAEL · 2018 to 2018
$789k
NCCIH NIH HHS U24 AT009676NHLBI NIH HHS UG3 HL144163NHLBI NIH HHS UH3 HL144163
6 · The paper itself

Abstract

backgroundMedication refill behavior in patients with cardiovascular diseases is suboptimal. Brief behavioral interventions called Nudges may impact medication refill behavior and can be delivered at scale to patients using text messaging.

methodsPatients who were prescribed and filled at least one medication for hypertension, hyperlipidemia, diabetes, atrial fibrillation, and coronary artery disease were identified for the pilot study. Patients eligible for the pilot (N=400) were enrolled with an opportunity to opt out. In phase I of the pilot, we tested text message delivery to 60 patients. In phase II, we tested intervention feasibility by identifying those with refill gap of ≥7 days and randomized them to intervention or control arms. Patients were texted Nudges and assessed whether they refilled their medications.

resultsOf 400 patients sent study invitations, 56 (14%) opted out. In phase I, we successfully delivered text messages to 58 of 60 patients and captured patient responses via text. In phase II, 207 of 286 (72.4%) patients had a medication gap ≥7 days for one or more cardiovascular medications and were randomized to intervention or control. Enrolled patients averaged 61.7 years old, were primarily male (69.1%) and White (72.5%) with hypertension being the most prevalent qualifying condition (78.7%). There was a trend towards intervention patients being more likely to refill at least 1 gapping medication (30.6% versus 18.0%;

conclusionsIt is possible to set up automated processes within health care delivery systems to identify patients with gaps in medication adherence and send Nudges to facilitate medication refills. Text message Nudges could potentially be a feasible and effective method to facilitate medication refills. A large multi-site randomized trial to determine the impact of text-based Nudges on overall CVD morbidity and mortality is now underway to explore this further. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03973931.

Indexed as

Cardiovascular DiseasesHypertensionText MessagingHumansMaleMedication AdherenceMiddle AgedPilot Projectscardiovascular diseasescoronary artery diseasehyperlipidemiamedication adherencetext messaging

Identifiers

PMID33993727
PMCPMC8153195

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.