Evidence map›Paper›PMID 31397619›Full record

ArticleJournal of managed care & specialty pharmacy2019

Harnessing the Biologics and Biosimilars Collective Intelligence Consortium to Evaluate Patterns of Care.

Cheryl N McMahill-Walraven, Daniel J Kent, Catherine A Panozzo, Pamala A Pawloski, Kevin Haynes, James Marshall, Jeffrey Brown, Bernadette Eichelberger, Catherine M Lockhart

Registry-linked trialAbstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02922179 (Descriptive Analysis of Long- and Intermediate-Acting Insulin in Adult Diabetics), which is not on this map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–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.

NCT02922179 completednot on this map

Descriptive Analysis of Long- and Intermediate-Acting Insulin in Adult Diabetics

TypeobservationalSponsorBiologics & Biosimilars Collective Intelligence ConsortiumRan2011 to 2019Enrolled103,951ConditionsDiabetesArmsLong- and intermediate- acting insulins
3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
  2. Collaborative pharmacy research across integrated health systems: A purpose and promise for opportunities to study the complete medication-use process.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2025
    Article
  3. The US Food and Drug Administration Sentinel System: a national resource for a learning health system.Journal of the American Medical Informatics Association : JAMIA · 2022
    Article
  4. Article
  5. Leveraging the Capabilities of the FDA's Sentinel System To Improve Kidney Care.Journal of the American Society of Nephrology : JASN · 2020
    Review
  6. Article
  7. 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

9 authors.

Cheryl N McMahill-WalravenAetna, Blue Bell, Pennsylvania.
Daniel J KentKaiser Permanente of Washington, Seattle.
Catherine A PanozzoHarvard Pilgrim Healthcare Institute, Boston, Massachusetts.
Pamala A PawloskiHealthPartners, Bloomington, Minnesota.
Kevin HaynesHealthCore, Wilmington, Delaware.
James MarshallHarvard Pilgrim Healthcare Institute, Boston, Massachusetts.
Jeffrey BrownHarvard Pilgrim Healthcare Institute, Boston, Massachusetts.
Bernadette EichelbergerBiologics and Biosimilars Collective Intelligence Consortium, Alexandria, Virginia.
Catherine M LockhartBiologics and Biosimilars Collective Intelligence Consortium, Alexandria, Virginia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionAs clinical trials test efficacy rather than effectiveness of medications, real-world effectiveness data often vary from clinical trial data. Given the recent market entry of multiple biologics and biosimilars, a dedicated assessment of these diverse agents is needed to build the evidence base regarding efficacy and safety of innovator biologics and biosimilars. PROGRAM DESCRIPTION: The Academy of Managed Care Pharmacy's Biologics and Biosimilars Collective Intelligence Consortium (BBCIC) was convened to address the lack of real-world, postmarket outcome evidence generation for innovator biologics and corresponding biosimilars. The BBCIC is a multistakeholder scientific research consortium whose participants prioritize topics and collaboratively conduct research studies. The BBCIC conducts a wide range of analyses, including population characterization, epidemiologic studies, and active observational studies, and develops best practices for conducting large-scale studies to provide real-world evidence. OBSERVATIONS: Over the past 3 years, we undertook multiple descriptive analyses with the goal of characterizing data availability and demonstrating the feasibility and efficacy of using the BBCIC distributed research network (DRN), which includes commercial claims data from 2008-2018 covering approximately 100 million lives, with approximately 20 million active members in 2017 from 2 major U.S. health plans and 3 regional integrated delivery networks. We analyzed 4 medication classes of particular interest to biologics and biosimilars development: insulins, granulocyte colony-stimulating factors, erythropoietic-stimulating agents, and anti-inflammatories. We were able to identify exposures and user characteristics in all 4 categories. Herein we describe the successes and challenges of conducting some of our analyses, specifically among insulin users with type 1 diabetes mellitus. IMPLICATIONS: Our results demonstrate the BBCIC DRN's ability to identify and characterize exposures, cohorts, and outcomes that can contribute to more sophisticated comparative surveillance of biosimilars and innovator biologics in the future. Additional linkages to laboratory data and a wider range of insurance carriers will further strengthen the BBCIC DRN. DISCLOSURES: This study was coordinated and funded by the Biologics and Biosimilars Collective Intelligence Consortium (BBCIC) and represents the independent findings of the BBCIC Insulins Principal Investigator and the BBCIC Insulins Research Team. Lockhart is employed by the BBCIC; Eichelberger was employed by the BBCIC at the time of this study. McMahill-Walraven is employed by Aetna, a CVS Health business. Panozzo, Marshall, and Brown are employed by Harvard Pilgrim Healthcare Institute. Aetna receives external funding through research grants and subcontracts with Harvard Pilgrim Healthcare Institute, which are funded by the FDA, NIH, PCORI, BBCIC, Pfizer, and GSK; the Reagan-Udall Foundation for IMEDS; and PCORI for the ADAPTABLE Study. Aetna was reimbursed for data and analytic support from Harvard Pilgrim Healthcare Institute and the Reagan Udall Foundation for the U.S. Food and Drug Administration. This work was presented as a poster at AMCP Nexus 2018; October 22-25, 2018; in Orlando, FL.

Indexed as

AdolescentAdultAgedBiological ProductsBiosimilar PharmaceuticalsBlood GlucoseDiabetes Mellitus, Type 1FemaleHumansHypoglycemiaHypoglycemic AgentsInsulinMaleMedication Therapy ManagementMiddle AgedPatient Acceptance of Health CareBiological ProductsBiosimilar PharmaceuticalsBlood GlucoseHypoglycemic AgentsInsulin

Identifiers

PMID31397619
PMCPMC10398299

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.