Tag: Latent class analysis

A study of 5,224 German child–parent dyads reveals structured, domain-specific discrepancies in mental health ratings rather than random measurement error.

A retrospective evaluation demonstrates that latent class analysis provides an efficient statistical alternative to panel consensus for establishing reference standards ...

A multicenter discrete choice experiment in China reveals that patients with multiple myeloma prioritize pain control and financial costs substantially ...

A choice experiment with 1,531 western Kenyan smallholders reveals that farmers prioritize soil-testing services and subsidized fertilizer over rural infrastructure ...

Researchers developed and externally validated explainable machine learning models using routinely available admission data to predict in-hospital adverse events in ...

A cross-sectional analysis of 2023 Youth Risk Behavior Survey data found a modest association between cumulative adverse childhood experiences and ...

A latent class analysis of 220 community-dwelling older adults in Shanghai identified two distinct functional ability profiles that significantly associated ...

Pediatric acute respiratory distress syndrome research is increasingly leveraging multi-biomarker panels, statistical subphenotyping, and dynamic temporal trajectories to guide targeted ...

A multicentre study of 973 patients found that despite varied postoperative management pathways, clinical outcomes after rotator cuff repair converged ...

A retrospective cross-sectional study found that cerebral small vessel disease burden increases with age in young-to-middle-aged inpatients with schizophrenia-spectrum disorders, ...

A scoping review in Frontiers in Medicine identifies core and extended symptom phenotypes in adults with obstructive sleep apnea, highlighting ...

A cross-sectional cohort study indicates that higher pain intensity is linked to predominantly sedentary activity patterns among older adults, especially ...

A study of national survey data from Vietnam identified three consistent latent classes of physical limitations among older adults characterized ...

A UK Biobank study of 1,444 breast cancer survivors links higher allostatic load, a composite of 11 stress-related biomarkers, to ...

Two multinational surveys of 2,607 osteopaths and 62 training institutes found that only 6.5 percent use high-velocity, low-amplitude thrust techniques ...

A network analysis of 581 HIV patients in Kampala identified separate acute and chronic brain health phenotypes, with depression, bipolar ...

A cross-sectional study of 193 women at a specialist eating disorder clinic found that emotion dysregulation did not predict psychosocial ...

A survey of 1,476 Swedish university students found that help-seeking for non-suicidal self-injury did not differ significantly across four borderline ...

A new graph-based framework groups similar learners and augments sparse data to improve cognitive diagnosis predictions across three public datasets.

A national survey of 2,161 urban Chinese consumers shows tofu, not novel plant-based meat, drives simulated dietary shifts, with carbon ...