Evidence map›Paper›PMID 33927025›Full record

ArticleBMJ quality & safety2022

Effects of a refined evidence-based toolkit and mentored implementation on medication reconciliation at 18 hospitals: results of the MARQUIS2 study.

Jeffrey L Schnipper, Harry Reyes Nieva, Meghan Mallouk, Amanda Mixon, Stephanie Rennke, Eugene Chu, Stephanie Mueller, Gregory Randy R Smith, Mark V Williams, Tosha B Wetterneck and 16 more

Open access · greenAbstract readMulticenter Study
In one paragraph

Article in BMJ quality & safety, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
4.8field-weighted citation impact, top 4% 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

23 citing papers in PubMed, 1 synthesis or guideline pooled it, 52 citations in OpenAlex.

  1. Pooled it
  2. Effect of digital tools to promote hospital quality and safety on adverse events after discharge.Journal of the American Medical Informatics Association : JAMIA · 2024
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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

26 authors at 11 institutions in 1 country.

Jeffrey L SchnipperHospital Medicine Unit, Brigham Health, Boston, MA, USA jschnipper@bwh.harvard.edu.ORCID 0000-0001-7072-0781
Harry Reyes NievaDivision of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.ORCID 0000-0001-7774-2561
Meghan MalloukCenter for Quality Improvement, Society of Hospital Medicine, Philadelphia, PA, USA.
Amanda MixonSection of Hospital Medicine, Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Stephanie RennkeDivision of Hospital Medicine, Department of Medicine, University of California San Francisco Medical Center, San Francisco, CA, USA.
Eugene ChuDivision of Hospital Medicine, Parkland Health and Hospital System and Department of Internal Medicine, University of Texas Southwestern School of Medicine, Dallas, TX, USA.
Stephanie MuellerHospital Medicine Unit, Brigham Health, Boston, MA, USA.
Gregory Randy R SmithDivision of Hospital Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0000-0002-1296-4881
Mark V WilliamsDivision of Hospital Medicine, Department of Internal Medicine, University of Kentucky Medical Center, Lexington, KY, USA.
Tosha B WetterneckDivision of General Internal Medicine, Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.
Jason Stein1Unit, Atlanta, GA, USA.
Anuj DalalHospital Medicine Unit, Brigham Health, Boston, MA, USA.
Stephanie LabonvilleDepartment of Pharmacy Services, Brigham and Women's Hospital, Boston, MA, USA.
Anirudh SridharanHoward County General Hospital Inc, Columbia, MD, USA.
Deonni P StolldorfSchool of Nursing, Vanderbilt University, Nashville, TN, USA.ORCID 0000-0002-1352-5397
E John OravDivision of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Brian LevinDivision of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Marcus GreshamDivision of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Cathy YoonDivision of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Jenna GoldsteinCenter for Quality Improvement, Society of Hospital Medicine, Philadelphia, PA, USA.
Sara PlattCenter for Quality Improvement, Society of Hospital Medicine, Philadelphia, PA, USA.
Christopher Tugbéh NyenpanCenter for Quality Improvement, Society of Hospital Medicine, Philadelphia, PA, USA.
Eric HowellSociety of Hospital Medicine, Philadelphia, PA, USA.
Sunil KripalaniSection of Hospital Medicine, Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
MARQUIS2 Site Leaders
MARQUIS2 Study Group
Brigham and Women's Hospital · USSociety of Critical Care Medicine · USVanderbilt University · USHoward County General Hospital · USJohns Hopkins University · USNorthwestern University · USParkland Health & Hospital System · USUniversity of California San Francisco Medical Center · USUniversity of Kentucky · USUniversity of Wisconsin–Madison · USVA Tennessee Valley Healthcare System · US

Funding

VANDERBILT UNIVERSITY CTSA FOR PEDIATRIC RESEARCHUL1RR024975 · NCRR · VANDERBILT UNIVERSITY · PI BERNARD, GORDON RAPHAEL · 2007 to 2011
$45.7M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
AHRQ HHS K01 HS025486AHRQ HHS R18 HS023757NCATS NIH HHS UL1 TR000445NCRR NIH HHS UL1 RR024975
6 · The paper itself

Abstract

backgroundThe first Multicenter Medication Reconciliation Quality Improvement (QI) Study (MARQUIS1) demonstrated that mentored implementation of a medication reconciliation best practices toolkit decreased total unintentional medication discrepancies in five hospitals, but results varied by site. The objective of this study was to determine the effects of a refined toolkit on a larger group of hospitals.

methodsWe conducted a pragmatic quality improvement study (MARQUIS2) at 18 North American hospitals or hospital systems from 2016 to 2018. Incorporating lessons learnt from MARQUIS1, we implemented a refined toolkit, offering 17 system-level and 6 patient-level interventions. One of eight physician mentors coached each site via monthly calls and performed one to two site visits. The primary outcome was number of unintentional medication discrepancies in admission or discharge orders per patient. Time series analysis used multivariable Poisson regression.

resultsA total of 4947 patients were sampled, including 1229 patients preimplementation and 3718 patients postimplementation. Both the number of system-level interventions adopted per site and the proportion of patients receiving patient-level interventions increased over time. During the intervention, patients experienced a steady decline in their medication discrepancy rate from 2.85 discrepancies per patient to 0.98 discrepancies per patient. An interrupted time series analysis of the 17 sites with sufficient data for analysis showed the intervention was associated with a 5% relative decrease in discrepancies per month over baseline temporal trends (adjusted incidence rate ratio: 0.95, 95% CI 0.93 to 0.97, p<0.001). Receipt of patient-level interventions was associated with decreased discrepancy rates, and these associations increased over time as sites adopted more system-level interventions.

conclusionA multicentre medication reconciliation QI initiative using mentored implementation of a refined best practices toolkit, including patient-level and system-level interventions, was associated with a substantial decrease in unintentional medication discrepancies over time. Future efforts should focus on sustainability and spread.

Indexed as

Medication ReconciliationMentorsHospitalsHumansPatient DischargeQuality Improvementhealthcare quality improvementmedication reconciliationpatient safetypharmaciststransitions in care

Identifiers

PMID33927025
PMCPMC10964422
OpenAlexW3159915572

What OpenQuestion holds

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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.