stigmatically

/stɪɡˈmætɪkli/
adverb
  1. In a way that relates to or involves social stigma or disgrace.
    • She felt stigmatically judged by her community after the scandal.
    • Historically, mental illness was stigmatically viewed as a personal failing.
    • The disease was stigmatically associated with poverty for decades.