Author ORCID Identifier
https://orcid.org/0000-0002-1747-2309
Date Available
5-13-2025
Year of Publication
2025
Document Type
Master's Thesis
Degree Name
Master of Science (MS)
College
Arts and Sciences
Department/School/Program
Psychology
Faculty
Justin X. Moore
Faculty
Michael T. Bardo
Faculty
Michelle M. Martel
Abstract
Substance use disorders impose a staggering toll on the United States (U.S.), straining healthcare systems, destabilizing communities, and profoundly impacting both individuals and families. Approximately one in six Americans aged 12 and older had a past-year substance use disorder in 2022 (Key Substance Use, 2022), and nearly one-third of adults experience a substance use disorder in their lifetime (Wu, 2010), contributing to an economic burden exceeding $400 billion annually (National Drug Threat Assessment, 2011). Family history of substance use disorders is a key predictor of vulnerability, with individuals who have affected relatives being 2–8 times more likely to develop a substance use disorder (Merikangas & McClair, 2012). However, most research has focused on immediate family, predominately male participants, and simplistic yes/no measures of family history, often neglecting broader familial patterns. This study uses data from 36,309 adults in the National Epidemiological Survey on Alcohol and Related Conditions III (NESARC-III; 2012–2013) dataset to examine the role of weighted family history density on three key outcomes: age at first use, escalation to peak use, and duration of use, across substances such as alcohol, nicotine, and other drugs. Our findings indicate that each unit increase in weighted family history density is associated with a minimum 0.54-year earlier onset and 0.48-year longer duration of substance use. Higher weighted family history density is associated with an increased likelihood of all four dichotomous outcomes—early-onset substance use (defined as use beginning before age 18) and prolonged use as measured by durations exceeding half one’s age, 5 years, or 10 years. Greater weighted family history density of alcohol use problems is also associated with faster escalation to peak alcohol use. Additionally, substance preference concordance was observed within families, and sex-stratified analyses revealed that males had the strongest associations with paternal substance use, whereas females showed slightly higher associations with maternal substance use. These findings highlight the need to integrate family history assessments into prevention and intervention efforts, while future research should explore the interaction between weighted family history density and other genetic, epigenetic, and environmental risk factors.
Digital Object Identifier (DOI)
https://doi.org/10.13023/etd.2025.42
Recommended Citation
Litteral, Carleigh A., "Weighted Family History Density of Substance Use: Influence on Participant Substance Use Onset, Escalation, and Duration" (2025). Theses and Dissertations--Psychology. 279.
https://uknowledge.uky.edu/psychology_etds/279
Supplemental Table 2.1
Supplemental Table 3.1 - Effect of WFHD on Substance Use Onset and Duration - .pdf (71 kB)
Supplemental Table 3.1
Supplemental Table 3.2 - Adjusted Analysis of WFHD of All Substance Use Problems Predicting Participant Age of Onset and Duration.pdf (14 kB)
Supplemental Table 3.2
Supplemental Table 3.3 - Adjusted Analysis of WFHD of Alcohol Use Problems Predicting Participant Age of Onset and Duration.pdf (14 kB)
Supplemental Table 3.3
Supplemental Table 3.4 - Adjusted Analysis of WFHD of Drug Use Problems .pdf (14 kB)
Supplemental Table 3.4
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