Evidence map›Paper›PMID 42504812›Full record

ArticleJournal of managed care & specialty pharmacy2026

Evaluating the feasibility of health care databases for assessing the safety of switching between originator biologics and biosimilars.

Aaron B Mendelsohn, Terese A DeFor, Djeneba Audrey Djibo, Scott M Myers, Pamala A Pawloski, Catherine M Lockhart

Abstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Aaron B MendelsohnBiologics and Biosimilars Collective Intelligence Consortium and Academy of Managed Care Pharmacy Research Institute, Alexandria, VA.
Terese A DeForHealthPartners Institute, Minneapolis, MN.
Djeneba Audrey DjiboCVS Health, Blue Bell, PA.
Scott M MyersPearlDiver Technologies Inc, Colorado Springs, CO.
Pamala A PawloskiBiologics and Biosimilars Collective Intelligence Consortium and Academy of Managed Care Pharmacy Research Institute, Alexandria, VA.
Catherine M LockhartBiologics and Biosimilars Collective Intelligence Consortium and Academy of Managed Care Pharmacy Research Institute, Alexandria, VA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundReal-world data (RWD) have received considerable attention recently, namely, with regard to their value in providing further evidence about the benefit-risk profile for medicinal products beyond clinical trial data. RWD may be particularly useful for establishing interchangeability and supporting switching decisions between originator biologics and their biosimilars.

objectiveTo evaluate the fitness of 3 US health care databases-a national, commercial health plan, a regional integrated delivery network (IDN), and a multipayer, national claims-based database (henceforth, multipayer database)-for capturing data from clinical trials assessing interchangeability between originator biologics and biosimilars across multiple therapeutic areas.

methodsWe identified 8 clinical trials examining switching between originator biologics and biosimilars from the published literature and ClinicalTrials.gov. All variables representing inclusion/exclusion criteria, interventions, and outcomes from these trials were recorded and grouped into 8 categories: assessment, behavior, demographic, diagnostic, laboratory, procedure, treatment, and vital signs. The 3 databases were then individually evaluated based on the availability of variables identified from the clinical trials and by calculating the percentage of observed data in each database for all relevant variables across the clinical trials, overall and within the above categories.

resultsThe population size varied across the databases (4 million for the regional IDN through 170 million patient-lives in the multipayer database). All databases had complete (100%) capture for procedure, treatment, and vital signs data and performed well for capturing diagnostic information (78%-100%). Most demographic information (eg, age, sex) was captured; however, race and ethnicity was not available for all databases. Seventy-one percent of the behavior data (eg, whether the patient was sexually active) was captured by the commercial health plan and the regional IDN, but only 29% by the multipayer database. Assessment data (eg, survival, functional status) varied across the databases, with the regional IDN having 93% data capture vs 37% and 16% in the commercial health plan and multipayer database, respectively. Notable differences among the databases were also observed for laboratory data; the regional IDN had complete capture vs only 6% in the multipayer database.

conclusionsHealth care databases provide information such as diagnoses, treatments, and some outcomes that may be useful for generating real-world evidence relevant to biosimilar regulatory assessment. However, details on treatment effectiveness may be limited. Specific databases should be evaluated according to their unique attributes to select the most appropriate source(s) of information for a given research need. Further studies are warranted to evaluate data accuracy and timeliness in health care databases.

Indexed as

Biological ProductsBiosimilar PharmaceuticalsDatabases, FactualDrug SubstitutionClinical Trials as TopicFeasibility StudiesFemaleHumansUnited StatesBiological ProductsBiosimilar Pharmaceuticals

Identifiers

PMID42504812
PMCPMC13403258

What OpenQuestion holds

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Registered trials

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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.