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Updated: Jan 7, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Parents Use Online Communities to Seek Guidance on Child Substance Use, Parental Use, and Family Substance Use
Alex M Russell1, Samuel F Acuff1, Dana M Litt2
1Recovery Research Institute, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
Objective:
Parents play a role in shaping their children's beliefs and behaviors around substance use. When faced with unfamiliar or challenging situations, many parents turn to peers for advice. This study characterized the substance use-related advice parents sought from peers in an online parenting forum.
Method:
We conducted a content analysis of substance use-related posts from the r/parenting subreddit. Among the advice-seeking posts included in this study (n = 156), thematic coding assessed the presence (yes/no) of seven themes: (1) general communication with children about alcohol and other drugs, (2) parental substance use, (3) responding to a child's substance use, (4) permissiveness of a child's substance use under adult supervision, (5) pregnancy or breastfeeding and substance use, (6) nicotine and tobacco use around children, and (7) dealing with an adult family member who is using substances or getting help for substance use problems. Posts could be coded into multiple themes. Two coders independently annotated posts (kappa = .75).
Results:
Parents asked about responding to a child's substance use (67/156; 42.9%), parental substance use in parenting contexts (54/156; 34.6%), and navigating other adult family members' substance use (54/156; 34.6%). Parents sought advice about general communication with children about alcohol and other drugs (21/156; 13.5%), nicotine and tobacco use around children (19/156; 12.2%), permissiveness of adolescent substance use under adult supervision (18/156; 11.5%), and substance use during pregnancy or breastfeeding (4/156; 2.6%).
Conclusions:
Findings may inform the development of targeted resources, guide public health messaging, and support the use of social media data in ongoing research relevant to family development.
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