Evidence map›Paper›PMID 35568931›Full record

ArticleImplementation science communications2022

Best-worst scaling methodology to evaluate constructs of the Consolidated Framework for Implementation Research: application to the implementation of pharmacogenetic testing for antidepressant therapy.

Ramzi G Salloum, Jeffrey R Bishop, Amanda L Elchynski, D Max Smith, Elizabeth Rowe, Kathryn V Blake, Nita A Limdi, Christina L Aquilante, Jill Bates, Amber L Beitelshees and 18 more

Open access · goldAbstract read
In one paragraph

Article in Implementation science communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.3field-weighted citation impact, top 8% 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

6 citing papers in PubMed, 12 citations in OpenAlex.

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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

28 authors at 20 institutions in 1 country.

Ramzi G SalloumUniversity of Florida Clinical and Translational Science Institute, Gainesville, FL, USA.
Jeffrey R BishopUniversity of Minnesota Medical School, Minneapolis, MN, USA.
Amanda L ElchynskiUniversity of Florida College of Pharmacy, Gainesville, FL, USA.
D Max SmithMedStar Health, Georgetown University Medical Center, Washington, DC, USA.
Elizabeth RoweIndiana University School of Medicine, Indianapolis, IN, USA.
Kathryn V BlakeNemours Children's Health, Jacksonville, FL, USA.
Nita A LimdiUniversity of Alabama Heersink School of Medicine, Birmingham, AL, USA.
Christina L AquilanteSchool of Medicine and Pharmacy, University of Colorado, Aurora, CO, USA.
Jill BatesDurham VA Healthcare System, Durham, NC, USA.
Amber L BeitelsheesUniversity of Maryland School of Medicine, Baltimore, MD, USA.
Amber CiprianiUniversity of North Carolina Medical Center, Chapel Hill, NC, USA.
Benjamin Q DuongNemours Children's Health, Wilmington, DE, USA.
Philip E EmpeyUniversity of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA.
Christine M FormeaIntermountain Healthcare, Salt Lake City, UT, USA.
J Kevin HicksMoffitt Cancer Center, Tampa, FL, USA.
Pawel MrozUniversity of Minnesota Medical School, Minneapolis, MN, USA.
David OslinCorporal Michael J. Cresenz VA Medical Center, Philadelphia, PA, USA.
Amy L PasternakUniversity of Michigan College of Pharmacy, Ann Arbor, MI, USA.
Natasha PetryNorth Dakota State University/Sanford Health, Fargo, ND, USA.
Laura B RamseyCincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Allyson SchlichteFairview Pharmacy Services, Minneapolis, MN, USA.
Sandra M SwainMedStar Health, Georgetown University Medical Center, Washington, DC, USA.
Kristen M WardUniversity of Michigan College of Pharmacy, Ann Arbor, MI, USA.
Kristin WiisanenUniversity of Florida College of Pharmacy, Gainesville, FL, USA.
Todd C SkaarIndiana University School of Medicine, Indianapolis, IN, USA.
Sara L Van DriestVanderbilt University Medical Center, Nashville, TN, USA.
Larisa H CavallariUniversity of Florida Clinical and Translational Science Institute, Gainesville, FL, USA.
Sony TutejaUniversity of Pennsylvania Perelman School of Medicine, Smilow Center for Translational Research, 3400 Civic Center Boulevard, Bldg. 421 11th Floor, Room 143, Philadelphia, PA, 19104-5158, USA. sonyt@pennmedicine.upenn.edu.ORCID http://orcid.org/0000-0001-7007-3289
University of Florida · USGeorgetown University · USIndiana University School of MedicineNemours Children's Health System · USUniversity of Michigan · USCincinnati Children's Hospital Medical Center · USDurham VA Health Care System · USFairview Health Services · USIntermountain Healthcare · USMoffitt Cancer Center · USPhiladelphia VA Medical Center · USSanford Health · USTranslational Therapeutics (United States) · USUniversity of Alabama at Birmingham · USUniversity of Colorado Anschutz Medical Campus · USUniversity of Maryland, Baltimore · USUniversity of Minnesota · USUniversity of Minnesota Medical Center · USUniversity of North Carolina at Chapel Hill · USUniversity of Pittsburgh · US

Funding

University of Pittsburgh Clinical and Translational Science InstituteUL1TR001857 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E · 2016 to 2025
$129.3M
Using social networks to map and evaluate team science across CTSA hubsUL1TR001427 · NCATS · UNIVERSITY OF FLORIDA · PI MITCHELL, DUANE A. · 2015 to 2024
$37.2M
Sparking Advancements in Genomic MedicineU01HG007269 · NHGRI · UNIVERSITY OF FLORIDA · PI CAVALLARI, LARISA HUMMA, JOHNSON, JULIE A. · 2013 to 2024
$17.0M
Implementing genomic medicine through pragmatic trials in diverse and underserved populations across Indiana.U01HG010245 · NHGRI · INDIANA UNIVERSITY INDIANAPOLIS · PI DEXTER, PAUL, SKAAR, TODD C. · 2018 to 2024
$9.4M
Integrated, Individualized, and Intelligent Prescribing (I3P) Clinical Trial NetworkU01HG010232 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CAVANAUGH, KERRI, PETERSON, JOSEPH F. · 2018 to 2024
$8.2M
Institutional Career Development CoreKL2TR002492 · NCATS · UNIVERSITY OF MINNESOTA · PI INGBAR, DAVID H · 2018 to 2022
$6.3M
Genomic Diagnosis and Individualized Therapy of Highly Penetrant Genetic Diabetes (Administrative Supplment)U01HG007775 · NHGRI · UNIVERSITY OF MARYLAND BALTIMORE · PI POLLIN, TONI I. · 2014 to 2018
$4.3M
Minnesota Learning Health System Mentored Career Development Program (MN-LHS)K12HS026379 · AHRQ · UNIVERSITY OF MINNESOTA · PI BEEBE, TIMOTHY, LINZER, MARK · 2018 to 2022
$2.9M
Patient Oriented Research in Personalized Antithrombotic TherapyK24HL133373 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI LIMDI, NITA A · 2016 to 2025
$1.2M
Impact of the gut microbiome on response to lipid lowering therapyK23HL143161 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI TUTEJA, SONY · 2019 to 2022
$695k
AHRQ HHS K12 HS026379AHRQ HHS K12HS026379NCATS NIH HHS KL2 TR002492NCATS NIH HHS KL2TR002492NCATS NIH HHS U54TR001857NCATS NIH HHS UL1 TR001427NCATS NIH HHS UL1TR001427NCATS NIH HHS UL1 TR001857NHGRI NIH HHS U01 HG007269NHGRI NIH HHS U01HG007269NHGRI NIH HHS U01 HG007775NHGRI NIH HHS U01HG007775NHGRI NIH HHS U01 HG010232NHGRI NIH HHS U01 HG010245NHLBI NIH HHS K23 HL143161NHLBI NIH HHS K24 HL133373NHLBI NIH HHS K24HL133373
6 · The paper itself

Abstract

backgroundDespite the increased demand for pharmacogenetic (PGx) testing to guide antidepressant use, little is known about how to implement testing in clinical practice. Best-worst scaling (BWS) is a stated preferences technique for determining the relative importance of alternative scenarios and is increasingly being used as a healthcare assessment tool, with potential applications in implementation research. We conducted a BWS experiment to evaluate the relative importance of implementation factors for PGx testing to guide antidepressant use.

methodsWe surveyed 17 healthcare organizations that either had implemented or were in the process of implementing PGx testing for antidepressants. The survey included a BWS experiment to evaluate the relative importance of Consolidated Framework for Implementation Research (CFIR) constructs from the perspective of implementing sites.

resultsParticipating sites varied on their PGx testing platform and methods for returning recommendations to providers and patients, but they were consistent in ranking several CFIR constructs as most important for implementation: patient needs/resources, leadership engagement, intervention knowledge/beliefs, evidence strength and quality, and identification of champions.

conclusionsThis study demonstrates the feasibility of using choice experiments to systematically evaluate the relative importance of implementation determinants from the perspective of implementing organizations. BWS findings can inform other organizations interested in implementing PGx testing for mental health. Further, this study demonstrates the application of BWS to PGx, the findings of which may be used by other organizations to inform implementation of PGx testing for mental health disorders.

Indexed as

Best–worst scalingConsolidated Framework for Implementation ResearchPharmacogenetic testing

Identifiers

PMID35568931
PMCPMC9107643
OpenAlexW4280556102

What OpenQuestion holds

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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.