flowchart LR
subgraph childhood
m("maltreatment")
end
subgraph adolescence
e("empathy")
end
subgraph adulthood
sh("self harm thoughts")
end
m --> sh
e --> sh
childhood ~~~ adolescence
adolescence ~~~ adulthood
style m fill:#9A3324,stroke:#000000,stroke-width:2px,color:#FFFFFF;
style e fill:#374EA2,stroke:#000000,stroke-width:2px,color:#FFFFFF;
style sh fill:#FFC20E,stroke:#000000,stroke-width:2px,color:#000000;
style childhood fill:#D9D9D9,stroke:#000000,stroke-width:2px,color:#000000;
style adolescence fill:#D9D9D9,stroke:#000000,stroke-width:2px,color:#000000;
style adulthood fill:#D9D9D9,stroke:#000000,stroke-width:2px,color:#000000;
linkStyle 0,1 stroke:#000000,stroke-width:3px,font-size:36px,color:black;
When Empathy Helps and Hurts
Non-Linear Associations Between Early Childhood Maltreatment History, Empathy and Self-Harm Thoughts
References
Hong, S., Grogan-Kaylor, A., Kim, M., Bender, A. E., Saba, S., Yu, C.-L., Fedina, L., & Herrenkohl, T. I. (2026). When empathy helps and hurts: Non-linear associations between early childhood maltreatment history, empathy and self-harm thoughts. Child Maltreatment. https://doi.org/10.1177/10775595261422448
Wood, S. N. (2017). Generalized additive models: An introduction with R (Second edition.). CRC Press, Taylor & Francis Group.
Wood, S. N. (2025). Generalized additive models. Annual Review of Statistics and Its Application, 12, 497–526. https://doi.org/10.1146/annurev-statistics-112723-034249


