This 2020 article by Shuaijun Guo et al. calls for a shift of current research paradigms from judging health literacy levels toward observing how health literacy skills are developed over the life course and practiced in the real world. This includes using a life-course approach, integrating the rationale of precision public health, applying open science practice, and promoting actionable knowledge translation strategies.