Evidence map›Paper›PMID 31929105›Full record

ArticleJMIR research protocols2020

Evaluation of a Health Information Technology-Enabled Panel Management Platform to Improve Anticoagulation Control in a Low-Income Patient Population: Protocol for a Quasi-Experimental Design.

Valy Fontil, Dhruv Kazi, Roy Cherian, Shin-Yu Lee, Urmimala Sarkar

Open access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.2field-weighted citation impact, top 44% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Contemporary use of real-world data for clinical trial conduct in the United States: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2021
    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

5 authors at 3 institutions in 1 country.

Valy FontilCenter for Vulnerable Populations, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0003-0795-3237
Dhruv KaziSmith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard University, Boston, MA, United States.ORCID https://orcid.org/0000-0002-9510-2979
Roy CherianCenter for Vulnerable Populations, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0002-4257-8842
Shin-Yu LeeOutpatient Pharmacy, Zuckerberg San Francisco General Hospital, San Francisco, CA, United States.ORCID https://orcid.org/0000-0002-6887-1641
Urmimala SarkarCenter for Vulnerable Populations, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0003-4213-4405
University of California, San Francisco · USDeaconess Hospital · USSan Francisco General Hospital · US

Funding

Building an Ambulatory Patient Safety Learning Laboratory for Diverse PopulationsP30HS023558 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SARKAR, URMIMALA · 2014 to 2017
$3.9M
Bring it Down San Francisco: Harnessing cloud-based technology to improve hypertension management in a low-income underserved populationK23HL136899 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI FONTIL, VALY · 2018 to 2022
$887k
Measuring and Improving Ambulatory Patient Safety with an Electronic DashboardR21HS021322 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SARKAR, URMIMALA · 2012 to 2013
$297k
AHRQ HHS P30 HS023558AHRQ HHS R21 HS021322NHLBI NIH HHS K23 HL136899
6 · The paper itself

Abstract

backgroundWarfarin is one of the most commonly prescribed medications in the United States, and it causes a significant proportion of adverse drug events. Patients taking warfarin fall outside of the recommended therapeutic range 30% of the time, largely because of inadequate laboratory monitoring and dose adjustment. This leads to an increased risk of blood clots or bleeding events. We propose a comparative effectiveness study to examine whether a technology-enabled anticoagulation management program can improve long-term clinical outcomes compared with usual care.

objectiveOur proposed intervention is the implementation of an electronic dashboard (integrated into a preexisting electronic health record) and standardized workflow to track patients' laboratory results, identify patients requiring follow-up, and facilitate the use of a validated nomogram for dose adjustment. The primary outcome of this study is the time in therapeutic range (TTR) at 6 months post intervention (a validated metric of anticoagulation quality among patients receiving warfarin).

methodsWe will employ a pre-post quasi-experimental design with a nonequivalent usual-care comparison site and a difference-in-differences approach to compare the effectiveness of a technology-enabled anticoagulation management program compared with usual care at a large university-affiliated safety-net clinic.

resultsWe used a commercially available health information technology (HIT) platform to host a registry of patients on warfarin therapy and create the electronic dashboard for panel management. We developed the intervention with, and for, frontline clinician users, using principles of human-centered design. This study is funded until September 2020 and is approved by the University of California, San Francisco Institutional Review Board until June 22, 2020. We completed data collection in September 2019 and expect to complete our proposed analyses by February 2020.

conclusionsWe anticipate that the intervention will increase TTR among patients taking warfarin and that the use of this HIT platform will facilitate tracking and monitoring of patients on warfarin, which could enable outreach to those overdue for visits or laboratory monitoring. We will use these findings to iteratively improve the platform in preparation for a larger, multiple-site, pragmatic clinical trial. If successful, our study will demonstrate the integration of HIT platforms into existing electronic health records to improve patient care in real-world clinical settings. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/13835.

Indexed as

biomedical technologypopulation healthwarfarin

Identifiers

PMID31929105
PMCPMC6996764
OpenAlexW2971826216

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.