Logistic Regression With Machine Learning Sheds Light on the Problematic Sexual Behavior Phenotype.

Journal: Journal of addiction medicine
Published Date: Oct 2, 2022

Abstract

OBJECTIVES: There has been a longstanding debate about whether the mechanisms involved in problematic sexual behavior (PSB) are similar to those observed in addictive disorders, or related to impulse control or to compulsivity. The aim of this report was to contribute to this debate by investigating the association between PSB, addictive disorders (internet addiction, compulsive buying), measures associated with the construct known as reward deficiency (RDS), and obsessive-compulsive disorder (OCD).

Authors

  • Shui Jiang
    From the Department of Medical Genetics, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, AB, Canada (SJ, KW, EY, LR, GA, DL, KJA); Department of Psychiatry, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, AB, Canada (KW, EY, LR, GA, DL, RJL, KJA); Department of Emergency Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, AB, Canada (EY); Department of Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, AB, Canada (DL); Department of Psychiatry, University of Western Ontario, London, ON, Canada (RJL); Department of Psychiatry, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada (RJL); Department of Psychiatry, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada (RJL); School of Psychology, University of Southern Mississippi, Hattiesburg, MS (RA); Psychological Counselling Services, Ltd., Scottsdale, AZ (RI); Department of Psychology and Counseling, University of Texas at Tyler, Tyler, TX (BG); Department of Biological Sciences, Faculty of Science, College of Natural and Applied Sciences, University of Alberta, Edmonton, AB, Canada (DW); Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada (KJA); Women and Children's Health Research Institute, University of Alberta, Edmonton, AB, Canada (KJA); and Division of Clinical Sciences, Psychiatry Section, Northern Ontario School of Medicine, Sudbury, ON, Canada (KJA).
  • Keanna Wallace
  • Esther Yang
  • Leslie Roper
  • Garima Aryal
  • Dawon Lee
  • Rohit J Lodhi
  • Randolph Arnau
  • Rick Isenberg
  • Bradley Green
  • David Wishart
  • Katherine J Aitchison

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