{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["12"],"submitter":["Moriishi C"],"pubmed_abstract":["<h4>Background</h4>Scales for measuring health literacy and numeracy have been broadly classified into performance-based (objective) and self-reported (subjective) scales. Both types of scales have been widely used in research and practice; however, they are not always consistent and may assess different latent constructs. Furthermore, an increasing number of objective measures have been developed, and it is unclear how many latent factors should be assumed.<h4>Objective</h4>This study aimed to examine the psychometric properties and factor structure of items assessing objective health literacy across multiple scales and to clarify which aspects of objective health literacy would be correlated with subjective measures, as well as health behaviors and lifestyles.<h4>Methods</h4>A total of 5"],"journal":["JMIR public health and surveillance"],"pagination":["e71701"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC12779097"],"repository":["biostudies-literature"],"pubmed_title":["Examining the Factor Structure of Objective Health Literacy and Numeracy Scales: Large-Scale Cross-Sectional Study."],"pmcid":["PMC12779097"],"pubmed_authors":["Oba T","Katahira K","Kimura K","Konishi N","Moriishi C","Takano K"],"additional_accession":[]},"is_claimable":false,"name":"Examining the Factor Structure of Objective Health Literacy and Numeracy Scales: Large-Scale Cross-Sectional Study.","description":"<h4>Background</h4>Scales for measuring health literacy and numeracy have been broadly classified into performance-based (objective) and self-reported (subjective) scales. Both types of scales have been widely used in research and practice; however, they are not always consistent and may assess different latent constructs. Furthermore, an increasing number of objective measures have been developed, and it is unclear how many latent factors should be assumed.<h4>Objective</h4>This study aimed to examine the psychometric properties and factor structure of items assessing objective health literacy across multiple scales and to clarify which aspects of objective health literacy would be correlated with subjective measures, as well as health behaviors and lifestyles.<h4>Methods</h4>A total of 5","dates":{"release":"2026-01-01T00:00:00Z","publication":"2026 Jan","modification":"2026-05-30T03:19:02.506Z","creation":"2026-05-30T03:11:19.813Z"},"accession":"S-EPMC12779097","cross_references":{"pubmed":["41494165"],"doi":["10.2196/71701"]}}