.Nature Medicine, Released online: 27 August 2024 doi:10.1038/ d41591-024-00064-8In a digital-only research study, individuals were most likely to take a home test if motivated to carry out therefore on the basis of self-reported signs instead of through wearable sensor records, with effects for public health reactions and pandemic planning.