Alina Arseniev‐Koehler

Alina Arseniev-Koehler is a sociologist who uses computational text analysis methods, including word embeddings and topic modeling, to study cultural meaning, stigma, and mental health. Much of her work analyzes large text datasets such as news media, social media, and death investigation records to understand how gender stereotypes, disease stigma, and suicide are represented and discussed in society. Her research bridges sociology, computational methods, and public health.

Publication output has fluctuated over the last decade, peaking around 2020-2022 with up to 9 papers per year, followed by a decline to 2-4 per year in 2023-2025, averaging about 3 publications annually over the last five years.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026