Applying machine-learning to rapidly analyze large qualitative text datasets to inform the COVID-19 pandemic response: comparing human and machine-assisted topic analysis techniques

INTRODUCTION: Machine-assisted topic analysis (MATA) uses artificial intelligence methods to help qualitative researchers analyze large datasets. This is useful for researchers to rapidly update healthcare interventions during changing healthcare contexts, such as a pandemic. We examined the potenti...

Descripción completa

Detalles Bibliográficos
Autores principales: Towler, Lauren, Bondaronek, Paulina, Papakonstantinou, Trisevgeni, Amlôt, Richard, Chadborn, Tim, Ainsworth, Ben, Yardley, Lucy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Public Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10644111/
https://www.ncbi.nlm.nih.gov/pubmed/38026376
http://dx.doi.org/10.3389/fpubh.2023.1268223

Ejemplares similares

Ejemplares similares