{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"submitter":["Dahlen A"],"funding":["NCATS NIH HHS","NIDDK NIH HHS"],"pubmed_abstract":["<h4>Importance</h4>Commercial healthcare claims datasets represent a sample of the US population that is biased along socioeconomic/demographic lines; depending on the target population of interest, results derived from these datasets may not generalize. Rigorous comparisons of claims-derived results to ground-truth data that quantify this bias are lacking.<h4>Objectives</h4>(1) To quantify the extent and variation of the bias associated with commercial healthcare claims data with respect to different target populations; (2) To evaluate how socioeconomic/demographic factors may explain the magnitude of the bias.<h4>Design</h4>This is a retrospective observational study. Healthcare claims data come from the Merative<sup>™</sup> MarketScan<sup>®</sup> Commercial Database; reference data for "],"journal":["medRxiv : the preprint server for health sciences"],"pagination":["2024.08.19.24312249"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC11370529"],"repository":["biostudies-literature"],"pubmed_title":["Benchmarking commercial healthcare claims data."],"pmcid":["PMC11370529"],"funding_grant_id":["P30 DK116074","UL1 TR003142","KL2 TR003143"],"pubmed_authors":["Charu V","Dahlen A","Deng Y"],"additional_accession":[]},"is_claimable":false,"name":"Benchmarking commercial healthcare claims data.","description":"<h4>Importance</h4>Commercial healthcare claims datasets represent a sample of the US population that is biased along socioeconomic/demographic lines; depending on the target population of interest, results derived from these datasets may not generalize. Rigorous comparisons of claims-derived results to ground-truth data that quantify this bias are lacking.<h4>Objectives</h4>(1) To quantify the extent and variation of the bias associated with commercial healthcare claims data with respect to different target populations; (2) To evaluate how socioeconomic/demographic factors may explain the magnitude of the bias.<h4>Design</h4>This is a retrospective observational study. Healthcare claims data come from the Merative<sup>™</sup> MarketScan<sup>®</sup> Commercial Database; reference data for ","dates":{"release":"2024-01-01T00:00:00Z","publication":"2024 Aug","modification":"2026-04-08T15:23:27.497Z","creation":"2025-04-06T18:23:57.347Z"},"accession":"S-EPMC11370529","cross_references":{"pubmed":["39228744"],"doi":["10.1101/2024.08.19.24312249"]}}