Detecting defense mechanisms from Adult Attachment Interview (AAI) transcripts using machine learning.
Anthony N TascaSamantha CarlucciJames C WileyMatthew S HoldenAhmed El-RobyGiorgio Angelo TascaPublished in: Psychotherapy research : journal of the Society for Psychotherapy Research (2022)
Our machine learning models could be used to assist coders. Future research should conduct a deployment study to determine if human coding of defense mechanisms can be expedited using machine learning models.