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ArticleJMIR research protocols2021

A Behavioral Economics-Electronic Health Record Module to Promote Appropriate Diabetes Management in Older Adults: Protocol for a Pragmatic Cluster Randomized Controlled Trial.

Hayley M Belli, Andrea B Troxel, Saul B Blecker, Judd Anderman, Christina Wong, Tiffany R Martinez, Devin M Mann

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04181307 (A Randomized Trial of a BE-EHR Module to Guide the Care of Older Adults With Diabetes), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.6field-weighted citation impact, top 18% of its field
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.

NCT04181307 nacompletednot on this map

A Randomized Trial of a BE-EHR Module to Guide the Care of Older Adults With Diabetes

TypeinterventionalSponsorNYU Langone HealthRan2020 to 2022Enrolled7,630ConditionsDiabetesArmsBE-EHR module
3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. Article
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

7 authors at 2 institutions in 1 country.

Hayley M BelliDivision of Biostatistics, Department of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0002-0816-6844
Andrea B TroxelDivision of Biostatistics, Department of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0002-1393-3075
Saul B BleckerDivision of Healthcare Delivery Science, Department of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0003-4460-1046
Judd AndermanMedical Center Information Technology, New York University Langone Health, New York, NY, United States.ORCID https://orcid.org/0000-0003-0682-9445
Christina WongMedical Center Information Technology, New York University Langone Health, New York, NY, United States.ORCID https://orcid.org/0000-0002-8812-1565
Tiffany R MartinezDivision of Healthcare Delivery Science, Department of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0001-8038-307X
Devin M MannDivision of Healthcare Delivery Science, Department of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0002-2099-0852
New York University · USNYU Langone Health · US

Funding

New York Regional Center for Diabetes Translation Research - Translational Intervention Methodology CoreP30DK111022 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI JEFFREY GONZALEZ · 2016 to 2026
$7.8M
EHR nudges: Development and testing of a behavioral economics electronic health record moduleR33AG057382 · NIA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI MANN, DEVIN M, TROXEL, ANDREA B · 2019 to 2021
$2.2M
EHR nudges: Development and testing of a behavioral economics electronic health record moduleR21AG057382 · NIA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI MANN, DEVIN M, TROXEL, ANDREA B · 2017 to 2018
$459k
NIA NIH HHS R21 AG057382NIA NIH HHS R33 AG057382NIDDK NIH HHS P30 DK111022
6 · The paper itself

Abstract

backgroundThe integration of behavioral economics (BE) principles and electronic health records (EHRs) using clinical decision support (CDS) tools is a novel approach to improving health outcomes. Meanwhile, the American Geriatrics Society has created the Choosing Wisely (CW) initiative to promote less aggressive glycemic targets and reduction in pharmacologic therapy in older adults with type 2 diabetes mellitus. To date, few studies have shown the effectiveness of combined BE and EHR approaches for managing chronic conditions, and none have addressed guideline-driven deprescribing specifically in type 2 diabetes. We previously conducted a pilot study aimed at promoting appropriate CW guideline adherence using BE nudges and EHRs embedded within CDS tools at 5 clinics within the New York University Langone Health (NYULH) system. The BE-EHR module intervention was tested for usability, adoption, and early effectiveness. Preliminary results suggested a modest improvement of 5.1% in CW compliance.

objectiveThis paper presents the protocol for a study that will investigate the effectiveness of a BE-EHR module intervention that leverages BE nudges with EHR technology and CDS tools to reduce overtreatment of type 2 diabetes in adults aged 76 years and older, per the CW guideline.

methodsA pragmatic, investigator-blind, cluster randomized controlled trial was designed to evaluate the BE-EHR module. A total of 66 NYULH clinics will be randomized 1:1 to receive for 18 months either (1) a 6-component BE-EHR module intervention + standard care within the NYULH EHR, or (2) standard care only. The intervention will be administered to clinicians during any patient encounter (eg, in person, telemedicine, medication refill, etc). The primary outcome will be patient-level CW compliance. Secondary outcomes will measure the frequency of intervention component firings within the NYULH EHR, and provider utilization and interaction with the BE-EHR module components.

resultsStudy recruitment commenced on December 7, 2020, with the activation of all 6 BE-EHR components in the NYULH EHR.

conclusionsThis study will test the effectiveness of a previously developed, iteratively refined, user-tested, and pilot-tested BE-EHR module aimed at providing appropriate diabetes care to elderly adults, compared to usual care via a cluster randomized controlled trial. This innovative research will be the first pragmatic randomized controlled trial to use BE principles embedded within the EHR and delivered using CDS tools to specifically promote CW guideline adherence in type 2 diabetes. The study will also collect valuable information on clinician workflow and interaction with the BE-EHR module, guiding future research in optimizing the timely delivery of BE nudges within CDS tools. This work will address the effectiveness of BE-inspired interventions in diabetes and chronic disease management.

trial registrationClinicalTrials.gov NCT04181307; https://clinicaltrials.gov/ct2/show/NCT04181307. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/28723.

Indexed as

behavioral economicsclinical decision supportdiabeteselectronic health recordspragmaticrandomized controlled trial

Identifiers

PMID34704959
PMCPMC8581753
OpenAlexW3209926530

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.