Patterns of Caregiver Aggressive & Nonaggressive Discipline Toward Young Children in Low- and Middle-Income Countries: A Latent Class Approach

Scrollytelling with closeread

corporal punishment
positive parenting
MICS
closeread
scrollytelling
Author

Andy Grogan-Kaylor

Published

April 21, 2026

Several years ago, we published an article entitled “Patterns of Caregiver Aggressive & Nonaggressive Discipline Toward Young Children in Low- and Middle-Income Countries: A Latent Class Approach” (Ward et al., 2022). I’ve mentioned that article elsewhere on this site.

I’ve recently developed a scrollytelling overview of that paper using closeread. The scrollytelling version can be found here: https://agrogan1.github.io/closeread/patterns/patterns.html

patterns of caregiver discipline

patterns of caregiver discipline

References

Ward, K. P., Lee, S. J., Grogan-Kaylor, A. C., Ma, J., & Pace, G. T. (2022). Patterns of caregiver aggressive and nonaggressive discipline toward young children in low- and middle-income countries: A latent class approach. Child Abuse & Neglect, 128. https://doi.org/https://doi.org/10.1016/j.chiabu.2022.105606