The Role of Functional Health Literacy in terms of Harmful Alcohol Use in Adults with Probable Posttraumatic Stress Disorder and Alcohol Use Disorder
Dylan A. Gould, Rebecca E. Lubin, Shelby J. McGrew, Tanya Smit, Anka A. Vujanovic, Michael W. Otto, Michael J. Zvolensky

TL;DR
This study explores how health literacy affects harmful alcohol use in adults with PTSD and alcohol use disorder.
Contribution
The study highlights the role of functional health literacy in hazardous drinking among individuals with comorbid PTSD and AUD.
Findings
Functional health literacy significantly correlates with hazardous drinking in adults with PTSD and AUD.
The relationship remains significant even when accounting for posttraumatic stress symptoms.
Abstract
The current study examined functional health literacy (FHL) in regard to hazardous drinking among a sample with probable posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD). Participants were 565 adults with probable PTSD and hazardous alcohol use (52.2% female, 68.8% Non-Hispanic White, average age = 39.2 years ± 10.9 years). FHL literacy maintained statistically significant role in terms of hazardous drinking (p < .001) even in the context of posttraumatic stress. FHL may be important to better understand hazardous drinking among persons with comorbid PTSD and AUD.
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
- —National Institute on Minority Health, Health Disparities to the University of Houston
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMigration, Health and Trauma · Smoking Behavior and Cessation · Substance Abuse Treatment and Outcomes
Introduction
The co-occurrence of posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) is a prevalent and pernicious comorbidity (1). PTSD and AUD have a lifetime prevalence of 8% and 29%, respectively (2,3). The prevalence of comorbid hazardous alcohol use among individuals with PTSD is estimated to range from 9.8–61.3% and the prevalence of comorbid PTSD in those with hazardous alcohol use ranges from 2.0–63.0% (4). Comorbid PTSD and AUD are associated with more severe symptoms when compared to the presence of one condition (5–7). Other work indicates that comorbid PTSD and AUD are related to poorer mental health (5–7), more frequent suicide attempts (5,8), increased unemployment, reduced higher education, and higher relationship instability (9). Although adverse life events are frequently linked to PTSD (10) and AUD (11), little effort has focused on the role social determinants of health (SDoH) related to hazardous drinking among individuals with these comorbid conditions.
Health literacy is a SDoH construct that reflects the capacity of an individual to obtain, interpret, and understand basic health information and services in ways that are health-enhancing (12). Lower health literacy is associated with poor health status, higher mortality, decreased preventative service usage, deficient disease self-management, poor health behaviors, and higher healthcare costs (13,14). Functional health literacy (FHL) is a subtype of health literacy that pertains to the ability to apply relevant health information, such as health risks, healthcare utilization, and coping mechanisms, to a health situation (15). FHL may play a role in hazardous drinking among persons with comorbid PTSD and AUD given that FHL has been associated with increased alcohol use in adolescent, adult, and elderly populations (16–18), although contradictory evidence does exist (19,20). To our knowledge, no work has explored FHL in terms of hazardous drinking among persons with comorbid PTSD and AUD.
The current study evaluated FHL in terms of hazardous drinking among adults with probable PTSD and AUD. Because past work has found higher FHL is associated with health-promoting behaviors (21) and lower FHL is related to greater alcohol use (16–18), it was hypothesized that FHL will demonstrate a statistically significant effect for hazardous drinking in the context of PTSD symptom severity.
Methods
Protocol
2.1
The current study is a secondary analysis of data from a project studying the transdiagnostic risk and maintenance factors of PTSD and hazardous alcohol use among people with probable PTSD and AUD. The participants for this project consist of a nationally representative sample of adults recruited through Qualtrics Panels, an online data collection platform. Participants first completed eligibility screening questionnaires and then provided voluntary informed consent to participate in the study. Eligibility criteria for the study were as follows: being between the ages of 18 and 65, having access to a computer or mobile device, endorsing symptoms consistent with probable PTSD based on a score of 3 or above on the Primary Care PTSD Screen (PC-PTSD; 22), and having probable AUD based a score of at least 3 for females or 4 for males on the three-item Alcohol Use Disorders Identification Test (AUDIT-C; 23). The exclusion criteria for the study were inability to provide voluntary informed consent, inability to complete online surveys, and lack of English proficiency. Participants were compensated for completing the baseline assessment through cash-based incentives, reward miles, or reward points. This study was approved by the University of Houston Institutional Review Board.
Participants
2.2
Participants included 565 who screened positive for probable PTSD and AUD. The biological sex composition was 52.2% female. The racial and ethnic composition was 68.8% Non-Hispanic White, 15.2% Black or African American, 8.8% Hispanic White, 3.0% Asian, 1.4% Native American/Alaskan Native, 0.5% Native Hawaiian or Pacific Islander, and 2.1% Other. The mean age of the sample was 39.2 years (SD = 10.9).
Measures
2.3
2.3.1 Demographics were measured using a self-report questionnaire that included age, biological sex, gender identity, ethnicity, race, education, occupation, living situation, and income.
2.3.2 The All Aspects of Health Literacy Scale (AAHLS; 24) is a 14-item, self-report questionnaire used to assess health literacy. In the current study, the FHL subscale score was used, which is derived by calculating the mean of the three health literacy items of the subscale. Cronbach’s α for this subscale, using items 1 and 3 in accordance with Chin & McCarthy (24), was .803.
2.3.3 The Alcohol Use Disorders Identification Test (AUDIT; 25) is a 10-item self-report questionnaire used to assess alcohol consumption, drinking behaviors, alcohol-related problems, hazardous alcohol use, and harmful alcohol use. In the current study, the AUDIT total score was employed to assess hazardous alcohol use. This scale demonstrated good internal consistency (Cronbach α = .894).
2.3.4 The PTSD Checklist for DSM-5 (PCL-5; 26) is a 20-item self-report questionnaire used to assess past month PTSD symptom severity. Participants identified their worst traumatic event using the Life Events Checklist for DSM-5 (LEC-5; 27) and indicated their level of distress for that event for each symptom using a 5-point Likert-type scale ranging from 0 (not at all) to 4 (extremely). The items were summed to create a total score. This item demonstrated excellent internal consistency (Cronbach α = .964).
Data Analytic Plan
2.4
First, predictor variables of interest (PCL and FHL) were mean centered. Second, correlation coefficients were calculated to examine the associations between the study variables. Third, linear regressions were conducted regressing AUDIT total score onto PCL total symptoms and FHL total score. Finally, the interaction term between FHL and the PCL was added in the third step of the regression models. Age, biological sex, and race were included as covariates in the models. Participants who had missing data on variables of interest were excluded from the analyses.
Results
Preliminary Analyses
3.2
Pearson correlations were calculated to examine relationships between age, FHL, PCL, and AUDIT scores. Point-biserial correlations were calculated to examine relationships between continuous variables with race and sex. Means (M), standard deviations (SD) for continuous variables and intercorrelations are presented in Table 1.
Regression Analyses
3.3
Both PCL (β = .355, t = 9.263, p < .001) and FHL (β = − .144, t = −3.721, p < .001) scores were statistically significantly associated with AUDIT total scores, together predicting 17.6% of the variance in AUDIT scores. FHL accounted for between 1.6–5.9% of variance in the model depending on whether PCL is included. Regarding covariates, male sex (β = − .266, t = −7.248, p < .001) also emerged as a significant predictor of the AUDIT total score. The interaction term was not found to be a statistically significant predictor of the AUDIT score (β = .043, t = 1.169, p = .243).
Discussion
Results indicated that there was a main effect for FHL for hazardous drinking even in the context of a statistically significant effect for PTSD symptom severity. There was no evidence of an interaction between FHL and PTSD symptom severity for hazardous drinking. These data suggest that FHL may be an underrecognized SDoH in the context of PTSD that may be useful for better understanding hazardous drinking among persons with comorbid PTSD and AUD. The current findings extend past work that has reported a negative association between FHL and higher alcohol use (16–18). The mechanism pertaining to the FHL-hazardous drinking effect is not clear, but lower health-information seeking (28) may impair acquisition of adaptive coping abilities, thereby increasing the risk for hazardous alcohol use.
The present findings have clinical and public health implications. FHL screenings may be considered for implementation by clinicians who see individuals presenting PTSD and hazardous alcohol use. Further, there may be merit to offering greater attention to improving alcohol health literacy as part of prevention (19, 29), consistent with earlier recommendations (30).
Several study limitations should be noted. First, data were collected using self-report measures and future research could benefit by employing a multimethod assessment protocol. Second, the sample was recruited from the general population, but was not treatment-seeking; consequently, future research could be extended to samples seeking treatment for hazardous drinking. Third, the sample was predominantly White, limiting generalizability to more racially and ethnically diverse populations. Third, motivation to drink was not assessed in the current study, and therefore, the motivational bases of alcohol use could not be determined. Future research could explore drinking motives as explanatory factors in terms of FHL and hazardous drinking.
Conclusion
FHL was a statistically significant predictor of hazardous alcohol use among individuals with probable PTSD and AUD. FHL, a prevalent SDoH construct, could represent an intervention target for mitigating hazardous drinking among persons with PTSD and comorbid AUD.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1Dell’Aquila A, Berle D. Predictors of alcohol and substance use among people with post-traumatic stress disorder (PTSD): findings from the NESARC-III study. Soc Psychiatry Psychiatr Epidemiol. 2023;58(10):1509–22.37133523 10.1007/s 00127-023-02472-6PMC 10460312 · doi ↗ · pubmed ↗
- 2Kessler RC, Petukhova M, Sampson NA, Zaslavsky AM, Wittchen H. Twelve-month and lifetime prevalence and lifetime morbid risk of anxiety and mood disorders in the United States. Int J Methods Psychiatr Res. 2012 Aug 1;21(3):169–84.22865617 10.1002/mpr.1359 PMC 4005415 · doi ↗ · pubmed ↗
- 3Grant BF, Goldstein RB, Saha TD, Chou SP, Jung J, Zhang H, Epidemiology of DSM-5 Alcohol Use Disorder: Results From the National Epidemiologic Survey on Alcohol and Related Conditions III. JAMA Psychiatry. 2015 Aug;72(8):757–66.26039070 10.1001/jamapsychiatry.2015.0584 PMC 5240584 · doi ↗ · pubmed ↗
- 4Debell F, Fear NT, Head M, Batt-Rawden S, Greenberg N, Wessely S, A systematic review of the comorbidity between PTSD and alcohol misuse. Soc Psychiatry Psychiatr Epidemiol. 2014 Sep 1;49(9):1401–25.24643298 10.1007/s 00127-014-0855-7 · doi ↗ · pubmed ↗
- 5Blanco C, Xu Y, Brady K, Pérez-Fuentes G, Okuda M, Wang S. Comorbidity of posttraumatic stress disorder with alcohol dependence among US adults: results from National Epidemiological Survey on Alcohol and Related Conditions. Drug Alcohol Depend. 2013 Oct 1;132(3):630–8.23702490 10.1016/j.drugalcdep.2013.04.016PMC 3770804 · doi ↗ · pubmed ↗
- 6Rash CJ, Coffey SF, Baschnagel JS, Drobes DJ, Saladin ME. Psychometric properties of the IES-R in traumatized substance dependent individuals with and without PTSD. Addict Behav. 2008 Aug;33(8):1039–47.18501524 10.1016/j.addbeh.2008.04.006PMC 2494706 · doi ↗ · pubmed ↗
- 7Read JP, Brown PJ, Kahler CW. Substance use and posttraumatic stress disorders: symptom interplay and effects on outcome. Addict Behav. 2004 Nov;29(8):1665–72.15451135 10.1016/j.addbeh.2004.02.061 · doi ↗ · pubmed ↗
- 8Leeies M, Pagura J, Sareen J, Bolton JM. The use of alcohol and drugs to self-medicate symptoms of posttraumatic stress disorder. Depress Anxiety. 2010 Aug;27(8):731–6.20186981 10.1002/da.20677 · doi ↗ · pubmed ↗
