Measurement invariance of the University of Rhode Island Change Assessment Scale in Project MATCH: An exploratory structural equation modeling approach.

BACKGROUND: Progression through the stages of change is a proposed mechanism underlying the effects of treatment for alcohol use disorder (AUD). However, examining stages of change as a mechanism of treatment effects requires that the measure be invariant across patient subgroups, treatment conditions, and time. In this study, we examined measurement invariance of the University of Rhode Island Change Assessment Scale (URICA) in Project MATCH using an exploratory structural equation modeling (ESEM) approach. METHODS: We conducted a secondary analysis of data from Project MATCH (N = 1726; Mage  = 40.2, SD = 10.9; 75.7% male; 80% non-Hispanic white), a multisite randomized clinical trial that tested three AUD treatments: Motivational Enhancement Therapy, Cognitive-Behavioral Therapy, or Twelve-Step Facilitation. Participants completed the 24-item URICA for assessing the stages of change in relation to drinking at baseline and post-treatment (3 months after baseline). RESULTS: A 4-factor ESEM provided a good fit to the data and a better fit to the data than a conventional 4-factor confirmatory factor analysis model. Further, the URICA demonstrated scalar invariance across each patient subgroup at baseline (sex, ethnicity, marital status, education, and parental history of AUD) and treatment condition at follow-up. However, the URICA was not longitudinally invariant as the metric model resulted in a significant decrement in model fit. CONCLUSIONS: Measurement invariance of the URICA over time was not supported. Longitudinally invariant measures of the stages of change are needed to test the proposal that progression through the stages explains treatment effects.

Using Decision Trees to Identify Salient Predictors of Cannabis-Related Outcomes.

Cannabis use continues to escalate among emerging adults and college attendance may be a risk factor for use. Severe cases of cannabis use can escalate to a cannabis use disorder, which is associated with worse psychosocial functioning. Predictors of cannabis use consequences and cannabis use disorder symptom severity have been identified; however, they typically employ a narrow set of predictors and rely on linear models. Machine learning is well suited for exploratory data analyses of high-dimensional data. This study applied decision tree learning to identify predictors of cannabis user status, negative cannabis-related consequences, and cannabis use disorder symptoms. Undergraduate college students (N = 7000) were recruited from nine universities in nine states across the U.S. Among the 7 trees, 24 splits created by 15 distinct predictors were identified. Consistent with prior research, one's beliefs about cannabis were strong predictors of user status. Negative reinforcement cannabis use motives were the most consistent predictors of cannabis use disorder symptoms, and past month cannabis use was the most consistent predictor of probable cannabis use disorder. Typical frequency of cannabis use was the only predictor of negative cannabis-related consequences. Our results demonstrate that decision trees are a useful methodological tool for identifying targets for future clinical research.

Examining Cross-Country and Sex Differences on a Comprehensive Assessment of Protective Behavioral Strategies for Alcohol.

OBJECTIVE: Use of protective behavioral strategies (PBS) has been associated with reduced alcohol-related harms among college students. However, most of this research has been conducted among U.S. samples. The present study examines the use of PBS in an international context. METHOD: Participants (n = 1512) were recruited from universities in Spain (n = 298), Argentina (n = 439), and the U.S. (n = 775) to determine if there are differences in PBS use across countries and/or across sex. Further, we examined whether the association between PBS use and negative consequences differ across country and sex. RESULTS: We found that U.S. students reported the most frequent use of Stopping/Limiting Drinking PBS (M = 3.32, SD = 1.23) compared to Argentine (M = 2.89, SD = 0.97) and Spanish (M = 2.83, SD = 0.94) students. Argentine students reported the least frequent use of Serious Harm Reduction PBS (M = 4.57, SD = 0.99) compared to U.S. (M = 5.09, SD = 0.98) and Spanish (M = 5.03, SD = 0.78) students. Elastic net regression analyses stratified by country indicated most individual PBS predicted decreased negative alcohol-related consequences, although two items consistently predicted increased consequences and we observed some variability in the most predictive specific strategies in each country. Across each subscale and for 32 of 40 individual items, females reported more frequent use of PBS than males (ps<.05). CONCLUSIONS: From the perspective of developing and adapting interventions, we recommend the cultural context in which PBS are used is taken into account. Although future work is needed to delineate cultural factors underlying the country-level differences we found, these findings have implications for the most promising PBS to target for college students in each country.

Microaggressions and Psychological Health Among College Students: A Moderated Mediation Model of Rumination and Social Structure Beliefs.

Racial microaggressions are common experiences for students of color on college campuses. Given prior research connecting microaggressions to negative mental health outcomes, it is important to better understand the social context and process through which microaggressions are associated with poorer mental health. In addition, we put forth a psycho-sociological approach to microaggressions, integrating an attention to both individual psychology and broader social structure. Specifically, the present study investigated whether the indirect association of school/workplace microaggressions and internalizing symptoms (i.e., depression, anxiety, and stress) through problem-focused thoughts (a subset of ruminative thinking) differed as a function of horizontal and vertical dimensions of individualism and collectivism among a racially diverse sample of non-White college students (n = 549) from two universities in the USA. As hypothesized, problem-focused thoughts mediated the associations between school/workplace microaggressions and all three negative mental health symptoms. Furthermore, the indirect effect of school/workplace microaggressions on psychological health through problem-focused thoughts was stronger in students with high levels of vertical individualism (i.e., autonomous but recognize/accept inequality among individuals), compared to students with low or average levels. Our findings suggest that students of color who endorse vertical individualism are at a relatively greater risk of negative mental health outcomes related to school/workplace microaggressions via problem-focused thoughts. Future research is needed to examine additional factors that may buffer or strengthen the pathways between microaggressions and negative mental health in students of color.

The Addictions Neuroclinical Assessment Negative Emotionality Domain Among Treatment-Seekers with Alcohol Use Disorder: Construct Validity and Measurement Invariance.

BACKGROUND: The Addictions Neuroclinical Assessment (ANA), a framework for measuring heterogeneity in alcohol use disorder (AUD), focuses on 3 domains that reflect neurobiological dysfunction in addiction and correspond to the cycles of addiction: executive function, incentive salience, and negative emotionality. Kwako and colleagues (Am J Psychiatry 176:744, 2019) validated a 3-factor model of the ANA with neuropsychological and self-report indicators among treatment-seekers and non-treatment-seekers with and without AUD. The present analysis replicated and extended these findings in a treatment-seeking sample, focusing on the negative emotionality domain. METHODS: Participants (n = 563; 58.8% male; mean age = 34.3) were part of a multisite prospective study of individuals entering AUD treatment. We examined the factor structure of the negative emotionality domain at the baseline, 6-month follow-up, and 12-month follow-up assessments. The Beck Depression Inventory, Beck Anxiety Inventory, State-Trait Anger Expression Inventory-Trait Anger Subscale, and 3 Drinker Inventory of Consequences items assessing negative affective consequences were indicators in the model. RESULTS: Results indicated that a 1-factor model was an excellent fit at all assessments and that the negative emotionality domain was time and gender invariant. Furthermore, negative emotionality was associated with drinking patterns and reasons for alcohol use (i.e., drinking because of negative emotions and urges/withdrawal) at all assessments. CONCLUSIONS: This analysis provides evidence for the construct validity and measurement invariance of the ANA negative emotionality domain among AUD treatment-seekers. Future studies are needed to evaluate prospective associations between negative emotionality and specific treatment modalities, and whether individuals with greater negative emotionality are more likely to respond to treatment that targets drinking to relieve negative affective states.

A mother's bond: An ecological momentary assessment study of posttraumatic stress disorder symptoms and substance craving during pregnancy.

Pregnant women with substance use disorder (SUD) comprise an underserved population with complex treatment needs, including complications from trauma histories and comorbid psychological disorders. Using ecological momentary assessment, we examined momentary fluctuations in posttraumatic stress disorder (PTSD) symptoms, prenatal bonding, and substance craving, among pregnant women in SUD treatment who had a history of trauma. We hypothesized that (a) PTSD symptoms and prenatal bonding would each be associated with substance craving and (b) PTSD symptoms would be negatively associated with prenatal bonding, and this would at least partially account for the association between PTSD symptoms and substance craving (i.e., indirect effect). Participants (n = 32) were on average 27.1 weeks pregnant (SD = 5.27), 27.8 years old (SD = 4.54), and predominantly Hispanic/Latina (66%). At the within subjects level, higher momentary ratings of PTSD symptoms were associated with lower quality (but not intensity of preoccupation) of prenatal bonding, which in turn was associated with greater craving. Lower quality of prenatal bonding partially mediated the positive association between PTSD symptoms and craving, which remained strong after accounting for prenatal bonding. Our results provide some preliminary support for considering interventions aimed at stabilizing or decreasing PTSD symptoms and stabilizing or increasing prenatal bonding to reduce substance craving and, thus, the risk of perinatal substance use among women with SUD and trauma histories. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

An ecological momentary assessment study examining posttraumatic stress disorder symptoms, prenatal bonding, and substance use among pregnant women.

BACKGROUND: Substance use disorder (SUD) during pregnancy requires efficacious interventions based on understanding the ebb and flow of risk and protective factors for substance use across time. To assess how these fluctuations are associated temporally with substance use, we used ecological momentary assessment (EMA) to evaluate substance use risk (posttraumatic stress disorder [PTSD] symptoms) and protective (prenatal fetal bonding) factors and their associations with prenatal substance use recorded in real time. METHODS: Pregnant women in SUD treatment (N = 33) with prior trauma exposure received smartphones with an EMA application that queried them thrice daily for 28 days about PTSD symptoms, prenatal bonding, and substance use. RESULTS: Nearly all (N = 32) provided EMA data resulting in 2049 EMA reports (74% compliance). Most participants reported tobacco (72%), alcohol (22%), heroin (41%), and/or other illicit drug (6%-31%) use at least once via EMA. There were moderate associations (average ß = 0.23) between greater daily peak PTSD symptoms and substance use with significant effects on illicit drug (ß = 0.37), cannabis (ß = 0.35) and cigarette use (ß = 0.24). Prenatal bonding subscales were modestly associated with substance use, with daily intensity of attachment low point associated with lower heroin (ß=-0.34), but higher alcohol (ß = 0.24) use. Quality of attachment low point was associated with higher cigarette use (ß = 0.06). CONCLUSIONS: Despite the SUD severity and social instability of this sample, we observed high rates of compliance. We found preliminary support suggesting daily PTSD symptoms as a risk factor and less consistent support for prenatal bonding as a protective factor for prenatal substance use.

Fitting in and standing out: increasing the use of alcohol protective behavioral strategies with a deviance regulation intervention.

OBJECTIVE: Heavy alcohol use remains a consistent public health concern on college campuses. The current pilot study used deviance regulation theory (DRT) to modify protective behavioral strategies (PBS) among college student drinkers to reduce alcohol use and alcohol-related consequences. METHOD: The sample was comprised of current college student drinkers (n = 76; 53.95% female) ranging in age from 18-24 (M = 19.29, SD = 1.42). Participants were randomly assigned to receive a positively or negatively framed message. They then reported on use of alcohol PBS (via the Protective Behavioral Strategies Scale), alcohol consumption (via the Modified Daily Drinking Questionnaire), and alcohol-related consequences (via the Young Adult Alcohol Consequences Questionnaire) each week for 6 weeks. RESULTS AND CONCLUSIONS: Among drinkers with low PBS use norms, a positively, versus a negatively, framed message resulted in increased PBS use and consequently less alcohol consumption and fewer alcohol-related consequences. Among drinkers with high PBS use norms, a negatively, versus positively, framed message resulted in increased PBS use and consequently lower alcohol consumption and fewer alcohol-related consequences. However, these effects were only relevant among those who strongly believed the DRT frame. Findings suggest assigning drinkers to frames based on perceived PBS use norms and increasing belief in the frame may be 1 approach to increasing responsible drinking patterns among college students. Furthermore, the current data suggests important boundary conditions for norm-based interventions.

Ecological momentary assessment of acute alcohol use disorder symptoms: associations with mood, motives, and use on planned drinking days.

Several theories posit that alcohol is consumed both in relation to one's mood and in relation to different motives for drinking. However, there are mixed findings regarding the role of mood and motives in predicting drinking. Ecological momentary assessment (EMA) methods provide an opportunity to evaluate near real-time changes in mood and motives within individuals to predict alcohol use. In addition, endorsement of criteria of an alcohol use disorder (AUD) may also be sensitive to changes within subjects. The current study used EMA with 74 moderate drinkers who responded to fixed and random mood, motive, alcohol use, and AUD criteria prompts over a 21-day assessment period. A temporal pattern of daytime mood, evening drinking motivation, and nighttime alcohol use and acute AUD symptoms on planned drinking days was modeled to examine how these associations unfold throughout the day. The results suggest considerable heterogeneity in drinking motivation across drinking days. Additionally, an affect regulation model of drinking to cope with negative mood was observed. Specifically, on planned drinking days, the temporal association between daytime negative mood and the experience of acute AUD symptoms was mediated via coping motives and alcohol use. The current study found that motives are dynamic, and that changes in motives may predict differential drinking patterns across days. Further, the study provides evidence that emotion-regulation-driven alcohol involvement may need to be examined at the event level to fully capture the ebb and flow of negative affect motivated drinking.

The assessment of protective behavioral strategies: comparing the absolute frequency and contingent frequency response scales.

The purpose of the present studies was to examine the effects of response scale on the observed relationships between protective behavioral strategies (PBS) measures and alcohol-related outcomes. We reasoned that an "absolute frequency" scale (stem: "how many times …"; response scale: 0 times to 11+ times) conflates the frequency of using PBS with the frequency of consuming alcohol; thus, we hypothesized that the use of an absolute frequency response scale would result in positive relationships between types of PBS and alcohol-related outcomes. Alternatively, a "contingent frequency" scale (stem: "When drinking … how often …"; response scale: never to always) does not conflate frequency of alcohol use with use of PBS; therefore, we hypothesized that use of a contingent frequency scale would result in negative relationships between use of PBS and alcohol-related outcomes. Two published measures of PBS were used across studies: the Protective Behavioral Strategies Survey (PBSS) and the Strategy Questionnaire (SQ). Across three studies, we demonstrate that when measured using a contingent frequency response scale, PBS measures relate negatively to alcohol-related outcomes in a theoretically consistent manner; however, when PBS measures were measured on an absolute frequency response scale, they were nonsignificantly or positively related to alcohol-related outcomes. We discuss the implications of these findings for the assessment of PBS.

The assessment of protective behavioral strategies: comparing prediction and factor structures across measures.

Protective behavioral strategies (PBS), or drinking control strategies, are specific behaviors one can utilize to minimize the harmful consequences of alcohol consumption. As there is not currently a standard measure of PBS, the goal of the present study was to examine the factor structure and concurrent validity of three scales designed to assess PBS: Protective Behavioral Strategies Scale (PBSS; Martens, M. P., Ferrier, A. G., Sheehy, M. J., Corbett, K., Anderson, D. A., & Simmons, A., 2005 Development of the Protective Behavioral Strategies Survey. Journal of Studies on Alcohol, 66, 698-705), Protective Behavioral Strategies Measure (Novik, M. G., & Boekeloo, B. O., 2011, Dimensionality and psychometric analysis of an alcohol protective behavioral strategies scale. Journal of Drug Education, 41, 65-78. doi:10.2190/DE.41.1.d), and the Strategy Questionnaire (SQ); (Sugarman, D. E., & Carey, K. B., 2007), The relationship between drinking control strategies and college student alcohol use. Psychology of Addictive Behaviors, 21, 338-345. doi:10.1037/0893-164X.21.3.338). In a sample of college students (n=291), we used confirmatory factor analysis to examine the proposed factor structures of each scale. Although the theorized three-factor structure fit the data moderately well for the PBSS, the theorized factor structures for the Protective Behavioral Strategies Measure and SQ did not fit the data well. Further, the composite scores from the PBSS were all significantly negatively correlated with alcohol-related problems, whereas the composites of the SQ were not significantly correlated with alcohol-related problems. Although we have evidence in favor of 1 PBS measure over others, we discuss broader issues related to assessment of PBS. We consider the different instructions, response scales, and time intervals for various PBS measures in terms of how they relate to the advancement of PBS research.