Use of online crowdsourcing platforms for gambling research

Daily-level associations between posttraumatic stress disorder symptoms and reactions to retrieving positive autobiographical memories

Trauma survivors with posttraumatic stress disorder (PTSD) report difficulties accessing and describing positive memories. To understand these patterns, we examined daily-level relations of PTSD symptoms with affective, cognitive (dwelling/rumination; pushing memory out of one's mind; suppression; avoidance; distraction; thinking about something else; remembering negative or positive memories/events; negative or positive thoughts; accepting or disapproving memory; reinterpreting memory), and behavioral (using alcohol/drugs; smoking cigarettes; cravings for or seeking out cigarettes/alcohol/drugs; craving, seeking out, or consuming large amounts of food; dissociation; engaging in risky behaviors; sharing memories; interference with ongoing task; arousal) reactions to retrieving positive memories. Eighty-eight trauma survivors (Mage= 39.89 years; 59.1% female) completed 7 daily measures of PTSD and reactions to retrieving positive memories. Days with more PTSD severity were associated with higher odds of same-day suppression, avoidance, distraction, thinking about something else, smoking cigarettes, craving substances, craving, seeking out, or consuming large amounts of food, dissociation, remembering negative memories/events/thoughts, engaging in risky behaviors, interference with ongoing tasks, and arousal (ORs=1.10-1.22); and greater negative affect (β = 0.27). Supplemental lagged analyses indicated some associations between previous-day reactions to positive memory retrieval and next-day PTSD severity and vice versa. Trauma survivors with PTSD symptoms report negative and avoidance-oriented reactions to retrieving positive memories.

Childhood Use of Coin Pusher and Crane Grab Machines, and Adult Gambling: Robustness to Subjective Confidence in a Young Adult USA Sample

Gambling as a youth is a risk factor for experiencing gambling-related harm as an adult. Most youth gambling research focuses on illegal engagement with age-restricted products, but youth can also gamble legally, by for example betting with friends, or via coin pusher and crane grab machines. Research has associated recollected rates of usage of these machines as a child with adult gambling participation and problems, but only in the UK and Australia, and has not tested for robustness to subjective confidence. The present study conceptually replicated these prior studies by investigating the association between recollected childhood use of coin push and crane grab machines, and adult gambling behavior, in a young adult USA sample. Participants rated their subjective confidence to test if individual differences in recollection biases provided a better account for any observed associations. Results found high recollected engagement rates for both coin pusher (87.2%) and crane grab machines (97.0%), and 5 of the 6 tested associations between youth machine usage and adult gambling engagement and problems were significant and in the hypothesized direction. Rates of subjective confidence were on average high (83.3 and 89.2 on a 0 to 100 scale), and generally did not interact with participants' recollected rates of machine use. These findings extend prior research on potential public health concerns around children's legal engagement with coin pusher and crane grab machines to a new country, the USA.

Religiosity and hazardous substance use: The moderating role of trauma-related shame

BACKGROUND AND OBJECTIVES

Hazardous substance use is a major public health concern among individuals with a history of sexual victimization. Although increased religiosity has been known to serve as a protective factor against hazardous substance use, religious individuals with a history of sexual victimization may be at a greater risk for hazardous substance use due to difficulties reconciling sexual victimization with their religious beliefs. Individuals with greater trauma-related shame may engage in hazardous substance use as a means of coping with the traumatic event.

METHOD

The present study consisted of 614 participants (Mage  = 34.57, 50% women).

RESULTS

Results suggested that organizational, nonorganizational, and intrinsic religiosity were positively associated with hazardous alcohol use at higher, but not lower, levels of trauma-related shame. Organizational and intrinsic religiosity were positively associated with hazardous drug use at higher, but not lower, levels of trauma-related shame.

CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE

This is the first study to examine the role of trauma-related shame in the relationship between religiosity and hazardous substance use. The findings underline the importance of targeting trauma-related shame in religious individuals with a history of sexual victimization.

Role of positive emotion regulation strategies in the association between childhood trauma and posttraumatic stress disorder among trauma-exposed individuals who use substances

BACKGROUND

The co-occurrence of childhood trauma and posttraumatic stress disorder (PTSD) is highly prevalent and clinically significant. Existing research emphasizes the role of emotion regulation in the relation between childhood trauma and PTSD. Yet, research in this area has almost exclusively examined the influence of strategies aimed at regulating negative emotions, such as anger and sadness.

OBJECTIVE

To extend existing research, the current study examined underlying roles of strategies for regulating positive emotions (i.e., self- and emotion-focused positive rumination and positive dampening) in the association between childhood trauma severity and PTSD symptoms.

PARTICIPANTS AND SETTING

Participants were 320 trauma-exposed community individuals who reported past 30-day substance use (Mage = 35.78, 50.3% men, 81.6% white).

METHOD

Analyses examined whether childhood trauma severity was indirectly related to PTSD symptoms through self-focused positive rumination, emotion-focused positive rumination, and positive dampening.

RESULTS

Positive dampening, but not positive self- and emotion-focused positive rumination, indirectly explained associations between childhood trauma severity and PTSD symptoms (B = .17, SE = .03, 95% CI [.12, .24]).

CONCLUSIONS

These findings highlight the potential utility of targeting positive dampening in the treatment of PTSD symptoms among individuals who use substances with a history of childhood trauma.

Daily reciprocal relations between negative and positive emotion dysregulation and posttraumatic stress symptoms among individuals with a history of sexual assault

Posttraumatic stress symptoms (PTSS) are a debilitating health concern that can develop following sexual assault. One factor central to PTSS is emotion dysregulation. However, little is known about how emotion dysregulation, particularly the dysregulation of positive (versus negative) emotions, relates to the maintenance of PTSS over time. This study aimed to address this gap in the literature by using a micro-longitudinal approach to examine daily reciprocal relations between negative and positive emotion dysregulation and PTSS. Participants were 121 individuals with a history of sexual assault (M_age = 35.27; 70.2% women; 81.0% white) recruited from the community. Participants self-reported on negative and positive emotion dysregulation as well as PTSS once daily for seven days. Findings provide support for the effects of both negative and positive emotion dysregulation on increases in next-day PTSS. Results carry important implications for PTSS assessment and intervention efforts among those with a history of sexual assault.

Intimate Partner Violence and Posttraumatic Stress Symptoms: Indirect Effects Through Negative and Positive Emotion Dysregulation

Women who experience intimate partner violence (IPV) are at heightened risk for developing posttraumatic stress (PTS). Emotion dysregulation has been linked to both IPV and PTS, separately, however, unknown is the role of emotion dysregulation in the relation of IPV to PTS among women who experience IPV. Moreover, existing investigations in this area have been limited in their focus on negative emotion dysregulation. Extending prior research, this study investigated whether physical, sexual, and psychological IPV were indirectly associated with PTS symptom severity through negative and positive emotion dysregulation. Participants were 354 women who reported a history of IPV recruited from Amazon's MTurk platform (M_age = 36.52, 79.9% white). Participants completed self-report measures assessing physical (Conflict Tactics Scale), sexual (Sexual Experiences Scale), and psychological (Psychological Maltreatment of Women) IPV; negative (Difficulties in Emotion Regulation Scale) and positive (Difficulties in Emotion Regulation Scale-Positive) emotion dysregulation; and PTS symptom severity (PTSD Checklist for DSM-5) via an online survey. Pearson's correlation coefficients examined intercorrelations among the primary study variables. Indirect effect analyses were conducted to determine if negative and positive emotion dysregulation explained the relations between physical, sexual, and psychological IPV and PTS symptom severity. Physical, sexual, and psychological IPV were significantly positively associated with both negative and positive emotion dysregulation as well as PTS symptom severity, with the exception that psychological IPV was not significantly associated with positive emotion dysregulation. Moreover, negative and positive emotion dysregulation accounted for the relationships between all three IPV types and PTS symptom severity, with the exception of positive emotion dysregulation and psychological IPV. Our findings provide support for the potential underlying role of both negative and positive emotion dysregulation in the associations of IPV types to PTS symptom severity. Negative and positive emotion dysregulation may be important factors to integrate into interventions for PTS among women who experience IPV.

A Game Theory Approach for Estimating Reliability of Crowdsourced Relevance Assessments

In this article, we propose an approach to improve quality in crowdsourcing (CS) tasks using Task Completion Time (TCT) as a source of information about the reliability of workers in a game-theoretical competitive scenario. Our approach is based on the hypothesis that some workers are more risk-inclined and tend to gamble with their use of time when put to compete with other workers. This hypothesis is supported by our previous simulation study. We test our approach with 35 topics from experiments on the TREC-8 collection being assessed as relevant or non-relevant by crowdsourced workers both in a competitive (referred to as “Game”) and non-competitive (referred to as “Base”) scenario. We find that competition changes the distributions of TCT, making them sensitive to the quality (i.e., wrong or right) and outcome (i.e., relevant or non-relevant) of the assessments. We also test an optimal function of TCT as weights in a weighted majority voting scheme. From probabilistic considerations, we derive a theoretical upper bound for the weighted majority performance of cohorts of 2, 3, 4, and 5 workers, which we use as a criterion to evaluate the performance of our weighting scheme. We find our approach achieves a remarkable performance, significantly closing the gap between the accuracy of the obtained relevance judgements and the upper bound. Since our approach takes advantage of TCT, which is an available quantity in any CS tasks, we believe it is cost-effective and, therefore, can be applied for quality assurance in crowdsourcing for micro-tasks.

Strategies and Lessons Learned During Cleaning of Data From Research Panel Participants: Cross-sectional Web-Based Health Behavior Survey Study

Background

The use of web-based methods to collect population-based health behavior data has burgeoned over the past two decades. Researchers have used web-based platforms and research panels to study a myriad of topics. Data cleaning prior to statistical analysis of web-based survey data is an important step for data integrity. However, the data cleaning processes used by research teams are often not reported.

Objective

The objectives of this manuscript are to describe the use of a systematic approach to clean the data collected via a web-based platform from panelists and to share lessons learned with other research teams to promote high-quality data cleaning process improvements.

Methods

Data for this web-based survey study were collected from a research panel that is available for scientific and marketing research. Participants (N=4000) were panelists recruited either directly or through verified partners of the research panel, were aged 18 to 45 years, were living in the United States, had proficiency in the English language, and had access to the internet. Eligible participants completed a health behavior survey via Qualtrics. Informed by recommendations from the literature, our interdisciplinary research team developed and implemented a systematic and sequential plan to inform data cleaning processes. This included the following: (1) reviewing survey completion speed, (2) identifying consecutive responses, (3) identifying cases with contradictory responses, and (4) assessing the quality of open-ended responses. Implementation of these strategies is described in detail, and the Checklist for E-Survey Data Integrity is offered as a tool for other investigators.

Results

Data cleaning procedures resulted in the removal of 1278 out of 4000 (31.95%) response records, which failed one or more data quality checks. First, approximately one-sixth of records (n=648, 16.20%) were removed because respondents completed the survey unrealistically quickly (ie, <10 minutes). Next, 7.30% (n=292) of records were removed because they contained evidence of consecutive responses. A total of 4.68% (n=187) of records were subsequently removed due to instances of conflicting responses. Finally, a total of 3.78% (n=151) of records were removed due to poor-quality open-ended responses. Thus, after these data cleaning steps, the final sample contained 2722 responses, representing 68.05% of the original sample.

Conclusions

Examining data integrity and promoting transparency of data cleaning reporting is imperative for web-based survey research. Ensuring a high quality of data both prior to and following data collection is important. Our systematic approach helped eliminate records flagged as being of questionable quality. Data cleaning and management procedures should be reported more frequently, and systematic approaches should be adopted as standards of good practice in this type of research.

Predicting Problem Gambling Severity: Interplay between Emotion Dysregulation and Gambling-related Cognitions

Understanding how emotion regulation and gambling-related cognitive distortions relate to gambling problems has direct relevance for problem gambling prevention and treatment. Although these factors have been identified as robust psychological correlates for problem gambling, the interplay between emotional regulation and cognitive biases in influencing problem gambling behaviours is yet to be fully understood. Accordingly, this study examined the explanatory role of cognitive distortions in the association between emotion regulation difficulties and problem gambling behaviours and also explored the interaction between emotion regulation and cognitive distortions in predicting gambling severity. A total of 301 adults (182 males and 119 females; age range: 18-71 years, M = 32.62, SD = 10.03) completed an online questionnaire comprising measures of emotional regulation difficulties, gambling-related beliefs and problem gambling severity. Analyses revealed that emotion regulation difficulties and erroneous gambling beliefs were positively related to problem gambling severity. Further, cognitive distortions partially accounted for the relationship between emotional regulation difficulties and problem gambling, although emotion regulation retained a direct relationship with problem gambling. There was no interaction between emotional regulation and cognitive distortions. The findings indicate that emotion regulation may serve as a precursor to the development of cognitive distortions, while also directly influencing problem gambling. Implications for assessment and treatment of problem gambling are discussed.

Gambling along the schizotypal spectrum: The associations between schizotypal personality, gambling-related cognitions, luck, and problem gambling

Objective

Schizotypal personality (schizotypy) is a cluster of traits in the general population, including alterations in belief formation that may underpin delusional thinking. The psychological processes described by schizotypy could also fuel cognitive distortions in the context of gambling. This study sought to characterize the relationships between schizotypy, gambling-related cognitive distortions, and levels of problem gambling.

Methods

Analyses were conducted on three groups, a student sample (n = 104) with minimal self-reported gambling involvement, a crowdsourced sample of regular gamblers (via MTurk; n = 277), and an additional crowdsourced sample with a range of gambling involvement (via MTurk; n = 144). Primary measures included the Schizotypal Personality Questionnaire - Brief (SPQ-B), the Peters et al. Delusions Inventory (PDI-21), the Gambling Related Cognitions Scale (GRCS), and the Problem Gambling Severity Index (PGSI). Luck was measured with either the Belief in Good Luck Scale (BIGLS) or the Beliefs Around Luck Scale (BALS).

Results

Small-to-moderate associations were detected between the components of schizotypy, including delusion proneness, and the gambling-related variables. Schizotypy was associated with the general belief in luck and bad luck, but not beliefs in good luck. A series of partial correlations demonstrated that when the GRCS was controlled for, the relationship between schizotypy and problem gambling was attenuated.

Conclusions

This study demonstrates that schizotypy is a small-to-moderate correlate of erroneous gambling beliefs and PG. These data help characterize clinical comorbidities between the schizotypal spectrum and problem gambling, and point to shared biases relating to belief formation and decision-making under chance.

Stress Mediates the Association Between Pain and Alcohol Use in College Students

Background

Alcohol use in young adults is highly prevalent and associated with numerous consequences, including academic difficulties and motor vehicle accidents. Pain is one factor that has been increasingly shown to be associated with higher rates of alcohol consumption and riskier patterns of drinking among undergraduate students. Although pain has traditionally been viewed as a lesser concern for young adults, current research demonstrates that pain may be more prevalent in younger populations than originally thought. However, little is known about how common psychosocial factors, such as stress and subjective social status (SSS), influence the association between pain and alcohol consumption in college students.

Objective

The study's goal was to examine the effect of stress and SSS on the relationship between pain and alcohol consumption.

Participants and Methods

Participants (N = 445, 39.3% women, Mage = 22.98) were 18- to 25-year-old college students who completed an online questionnaire.

Results

Pain was significantly associated with total weekly alcohol consumption (r(445) = .22, p < 0.001); this association was significantly mediated by stress (b = 0.15, SE = 0.04, 95% CI = [.07,0.23]). SSS was significantly positively associated with alcohol consumption (r(445) = .22, p < 0.001) but was not found to significantly moderate the relationship between stress and alcohol use.

Conclusion

Results suggest that efforts to reduce college student alcohol use should include assessment of pain and stress given their association with alcohol consumption. Further, findings suggest that future studies are warranted to prospectively examine pain as an antecedent for alcohol use and to examine the utility of incorporating stress management techniques in pain-focused interventions to indirectly target alcohol use.

Examining the Interaction Between Potentially Morally Injurious Events and Religiosity in Relation to Alcohol Misuse Among Military Veterans

Given the disproportionate rate of alcohol misuse among veterans and related outcomes as compared to the general population, the examination of predictors of alcohol misuse in this population is imperative. Potentially morally injurious events (PMIEs), defined as severe transgressions of a moral code, have been positively associated with alcohol misuse. Exposure to PMIEs may challenge one's religious beliefs, which may, in turn, influence the strength of the association between PMIEs and alcohol misuse among military veterans. The goal of the current study was to examine the potential moderating role of religiosity in the association between PMIEs and alcohol misuse (i.e., alcohol consumption, drinking behaviors, adverse reactions to drinking, and alcohol-related problems). Participants were 496 military veterans in the community (M_age = 37.80 years, SD = 11.42; 70.5% male). The results of moderation analyses indicated that overall religiosity, organizational religiosity, and intrinsic religiosity significantly moderated the association between PMIEs and alcohol misuse such that the positive relation between PMIEs and alcohol misuse was stronger at high versus low levels of religiosity, R² s = .01. Our findings highlight the importance of considering the role of religiosity in relation to alcohol misuse as a moral injury outcome and the potential utility of tailoring treatments for military veterans who have experienced moral injury.

The Effect of Cognitive-Affective Factors on PTSD and Alcohol Use Symptoms: An Investigation on Rumination, Suppression, and Reappraisal

Background: Posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) are mental health conditions that often co-occur. The complexity of this comorbidity is well-documented, though the role of malleable cognitive-affective factors in PTSD/AUD warrants further study. Specifically, attaining a more comprehensive understanding of the role of malleable cognitive-affective factors in individuals with symptoms of PTSD/AUD may have important implications for future research, such as in treatment-seeking individuals. Extant examinations of cognitive-affective factors have demonstrated unique associations of cognitive reappraisal, expressive suppression, and rumination in PTSD symptom severity, though these effects had yet to be explored in subgroups of comorbid PTSD/AUD.Methods: In a sample of trauma-exposed individuals (n = 334) recruited to participate through an internet labor market, we first empirically examined latent subgroups of PTSD/AUD symptoms using latent profile analysis, then included expressive suppression, cognitive reappraisal, and four dimensions in the model to elucidate their role in specific profile patterns of PTSD/AUD symptom typologies.Results: Our results support a four-class model of PTSD/AUD symptoms, with unique predictive effects of expressive suppression, problem-focused thoughts, repetitive thoughts, and anticipatory thoughts on latent profile status.Conclusions: These findings may have important implications for future research focused on examining cognitive-affective patterns as they apply to intervention techniques in treatment-seeking individuals with symptoms of PTSD/AUD.

Sexual victimization and disordered eating among community individuals: The influence of negative and positive emotion dysregulation

OBJECTIVE

Individuals with a history of sexual victimization are at increased odds of developing an eating disorder in their lifetime. Emotion dysregulation has been identified as an outcome of sexual victimization and a vulnerability factor in the emergence and maintenance of disordered eating. However, research in this area has been limited by its narrow focus on dysregulation stemming from negative emotions. The aim of the current study was to explore the potential moderating roles of negative and positive emotion dysregulation in the relations between sexual victimization and disordered eating.

METHOD

Study participants included 473 community individuals who endorsed a history of sexual assault (M_age = 34.66; 44.8% male; 78.4% White). Participants completed measures assessing sexual victimization, negative and positive emotion dysregulation, and disordered eating. Data was collected from January to April of 2020 via Amazon's Mechanical Turk.

RESULTS

Results indicated significant positive relations among sexual victimization, negative and positive emotion dysregulation, and disordered eating. Sexual victimization was found to be more strongly associated with disordered eating at high (vs. low) levels of negative and positive emotion dysregulation.

DISCUSSION

This study provides evidence for the strengthening roles of both high negative and positive emotion dysregulation in the relation between sexual victimization and disordered eating, suggesting the potential utility of targeting both negative and positive emotion dysregulation in disordered eating interventions among individuals with a history of sexual victimization.

Posttraumatic stress disorder symptoms moderate the relation between childhood sexual abuse and disordered eating in a community sample

OBJECTIVE

Previous work has found clear associations between childhood sexual abuse (CSA) and disordered eating in adulthood. However, further research is needed to clarify factors that may influence this relationship. The current study advanced existing research by examining the moderating influence of posttraumatic stress disorder (PTSD) symptom severity in the association between CSA and disordered eating.

METHOD

Data were collected from 463 individuals with a history of sexual assault or other unwanted sexual experience(s) (M_age  = 34.71, 54.9% women, 77.5% white) who were recruited from MTurk.

RESULTS

Results indicated significant positive relations among CSA, PTSD symptom severity, and disordered eating. CSA was found to be associated with disordered eating at high, but not low, levels of PTSD symptom severity.

DISCUSSION

This study highlights the importance of assessing disordered eating and PTSD symptoms in individuals who report a history of CSA. Clinicians aiming to reduce their patients' symptoms of disordered eating may benefit from considering the potential role of PTSD symptom severity as a barrier to achieving treatment gains.

The role of emotion dysregulation in the association between posttraumatic stress disorder symptoms and suicidal thoughts and behaviors among veterans

OBJECTIVE

Although research has established a link between posttraumatic stress disorder (PTSD) symptoms and suicidal thoughts and behaviors (STBs), little is known about factors that may accentuate this relation. This study evaluated the influences of negative and positive emotion dysregulation on the association between PTSD symptoms and STBs among veterans.

METHODS

Four-hundred and sixty-five trauma-exposed military veterans in the community (M age  = 38.00, 71.4% male, 69.5% White) completed online questionnaires.

RESULTS

Negative emotion dysregulation did not moderate the relation between PTSD symptoms and STBs. Results showed significant interactive effects of PTSD symptoms and positive emotion dysregulation on STBs, such that PTSD symptoms were more strongly related to STBs at high (vs. low) levels of positive emotion dysregulation. This effect was sustained across domains of positive emotion dysregulation.

CONCLUSIONS

Findings suggest a potential need to consider positive emotion dysregulation in the assessment and treatment of STBs among veterans with PTSD symptoms.

Moderating effects of sleep difficulties on relations between posttraumatic stress disorder symptoms and positive memory count

OBJECTIVES

Posttraumatic stress disorder (PTSD) severity relates to positive memory retrieval difficulties. One variable potentially influencing this relation is sleep difficulties. We examined moderating effects of sleep difficulties (duration and quality) on relations between PTSD severity and count of specific positive memories covarying for age, gender, and depression.

METHODS

Participants were an Amazon Mechanical Turk-recruited trauma-exposed community sample of 205 respondents (M age  = 35.44; 61.40% women).

RESULTS

Moderated regression analyses indicated significant interaction effects between sleep quality (b = 0.03; p = 0.036) and PTSD severity on specific positive memory count. Among individuals reporting better sleep quality, there were negative associations between PTSD severity and specific positive memory count (b = -0.04, SE = 0.02, p = 0.010). Similar results were obtained for PTSD's intrusion and arousal clusters.

CONCLUSION

Results support targeting sleep quality and PTSD severity to improve positive memory retrieval in PTSD and memory interventions, and the importance of considering sleep when examining links between PTSD and positive memory retrieval.

Gambling and COVID-19: Initial Findings from a UK Sample

In response to the COVID-19 pandemic, the UK Government placed society on ‘lockdown’, altering the gambling landscape. This study sought to capture the immediate lockdown-enforced changes in gambling behaviour. UK adults (n = 1028) were recruited online. Gambling behaviour (frequency and weekly expenditure, perceived increase/decrease) was measured using a survey-specific questionnaire. Analyses compared gambling behaviour as a function of pre-lockdown gambling status, measured by the Brief Problem Gambling Scale. In the whole sample, gambling participation decreased between pre- and during-lockdown. Both gambling frequency and weekly expenditure decreased during the first month of lockdown overall, but, the most engaged gamblers did not show a change in gambling behaviour, despite the decrease in opportunity and availability. Individuals whose financial circumstances were negatively affected by lockdown were more likely to perceive an increase in gambling than those whose financial circumstances were not negatively affected. Findings reflect short-term behaviour change; it will be crucial to examine, at future release of lockdown, if behaviour returns to pre-lockdown patterns, or whether new behavioural patterns persist.

Positive Emotion Dysregulation Identifies Trauma-Exposed Community Individuals at Risk for Suicide and Nonsuicidal Self-Injury

ABSTRACT

Emotion dysregulation is associated with increased risk for suicidal thoughts and behaviors (STBs) and nonsuicidal self-injury (NSSI). However, research in this area has focused almost exclusively on dysregulation stemming from negative emotions. The present study aimed to address this gap in the literature by examining the associations between the specific domains of positive emotion dysregulation and both STBs and NSSI. Participants included 397 trauma-exposed community adults (Mage = 35.95; 57.7% female; 76.8% White). Results demonstrated significant associations between positive emotion dysregulation and both STBs and NSSI. In particular, higher levels of nonacceptance of positive emotions were found to be significantly related to risk for STBs (versus no risk), higher severity of STBs, and history of NSSI (versus no history). Findings suggest positive emotion dysregulation may play an important role in the etiology and treatment of both STBs and NSSI among trauma-exposed individuals.

The Role of Presumed Head and Neck Injuries in Emotion Dysregulation Among Community Women With a History of Physical Intimate Partner Violence

Intimate partner violence (IPV) is prevalent among women and associated with negative outcomes, including emotion dysregulation. Limited research has examined factors that contribute to emotion dysregulation in this population. This study explores the potential influence of presumed head and neck injuries from IPV on five dimensions of emotion dysregulation. Participants were 352 community women who responded to an online survey. Results of a path analysis indicated that presumed head and neck injuries from IPV were significantly associated with lack of emotional clarity and difficulties engaging in goal-directed behaviors when experiencing emotions. Findings suggest an association between presumed head and neck injuries from IPV and emotion dysregulation, underscoring the potential need for considering both neurological and psychological factors in the assessment and treatment of emotion dysregulation in this population.

Positive emotional intensity and substance use: the underlying role of positive emotional avoidance in a community sample of military veterans

Background: Military veterans are at greater risk for substance misuse. Positive emotional intensity is one well-established antecedent of substance misuse in this population. Positive emotional avoidance, or attempts to alter the form, frequency, or context of positive emotions, may help to explain this association. While clinical practice typically aims to increase positive emotions, such approaches may have iatrogenic effects, as high-intensity positive emotions may be experienced as distressing and prompt avoidance for some populations. This suggests a need to better understand responses to positive emotions to inform clinical practice.Objectives: The goal of the current study was to advance theory, research, and clinical practice by exploring the role of positive emotional avoidance in the associations between positive emotional intensity and both alcohol and drug misuse. We hypothesized that positive emotional intensity would indirectly influence alcohol and drug misuse through positive emotional avoidance.Methods: Participants were a community sample of United States military veterans recruited through Amazon's Mechanical Turk (n = 535, Mage = 37.45, 71.8% male, 69.5% White).Results: Correlations among positive emotional intensity, positive emotional avoidance, and alcohol and drug misuse were significant and positive (rs range from.13 to.41). Further, positive emotional avoidance was found to account for the relations of positive emotional intensity to alcohol (indirect effect: b =.04, 95%CI [.01,.08]) and drug misuse (indirect effect: b =.01, 95%CI [.01,.02]).Conclusions: Results provide preliminary support for the potential clinical utility of targeting avoidance responses to positive emotions in interventions targeting alcohol and drug misuse among military veterans.

Examining the relations among moral foundations, potentially morally injurious events, and posttraumatic stress disorder symptoms

Military veterans are exposed to unique deployment stressors that can precipitate the onset of various psychological difficulties, including the perception that an important moral standard has been transgressed (i.e., potentially morally injurious events [PMIEs]) and the development of posttraumatic stress disorder (PTSD) symptoms. Vulnerability to these outcomes may be related to individual differences in moral foundations, including those that function to protect the individual (i.e., individualizing) and those that function to protect the group (i.e., binding).

OBJECTIVE

This study examined the direct and indirect associations among moral foundations, PMIEs, and PTSD symptoms.

METHOD

Participants were 203 military veterans (M age = 35.08, 77.30% male) who completed an online survey.

RESULTS

Only the binding moral foundation was found to be significantly and positively associated with both PMIEs and PTSD symptoms. Further, the association between the binding foundation and PTSD symptoms was explained by PMIEs.

CONCLUSIONS

These findings suggest that certain moral foundations, particularly those that serve "binding" functions-loyalty, authority, and purity-may be important considerations in military mental health. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

The role of positive emotion dysregulation in the relationship between childhood abuse and PTSD in a community sample of veterans

BACKGROUND

The co-occurrence of childhood abuse and posttraumatic stress disorder (PTSD) among United States military veterans is highly prevalent and clinically significant. Emotion dysregulation is one factor that has been found to underlie the association between childhood abuse and PTSD, yet past research has focused exclusively on dysregulation stemming from negative emotions.

OBJECTIVE

The current study extends existing research by clarifying the role of positive emotion dysregulation in the relation between childhood abuse and PTSD in a community sample of military veterans.

PARTICIPANTS AND SETTING

Participants were 465 trauma-exposed military veterans in the community (Mage = 38.00, 71.6 % women, 69.5 % White).

METHOD

Using structural equation modeling, we tested the indirect association of childhood abuse to PTSD symptom severity through positive emotion dysregulation.

RESULTS

The hypothesized model showed adequate model fit, χ2 (32, n = 465) = 176.22, p < .001, CFI = .97, RMSEA = .10, 90 % CI [.08, .11], SRMR = .04. Results showed that childhood abuse was indirectly associated with PTSD symptom severity through positive emotion dysregulation.

CONCLUSIONS

This finding highlights the potential utility of targeting positive emotion dysregulation in the detection and treatment of PTSD symptoms in veterans who experienced childhood abuse.

Recollected usage of legal youth gambling products: Comparisons between adult gamblers and non-gamblers in the UK and Australia

The UK is rare in allowing a number of gambling forms to be used legally by children under the age of 18. Some previous research indicates that adult problem gamblers are more likely to recollect using these products as children. However, no research has as yet assessed recollected levels of use irrespective of adult gambling status, or investigated these issues in other countries. This is relevant given that at least two of the tested products, coin push machines and crane grab machines, exist in other countries. The present research involves cross-sectional surveys conducted amongst UK (N = 2010) and Australian adults (N = 640), associating recollected legal youth gambling usage with past 12-month gambling, and levels of problem gambling amongst adult gamblers. Adult gamblers recollected using more legal youth gambling products than non-gamblers. For example, 66.6% of UK gamblers reported legally buying National Lottery tickets aged 16-17, compared to 20.9% of UK non-gamblers; 60.8% of Australian gamblers reported using coin push machines as a child, compared to 48.6% of Australian non-gamblers. Overall, 18 of 19 tested associations were significant and in the hypothesized direction for the UK sample, compared to five of eight for the Australian sample. The legal provision of gambling to children is a topic for further international research and policy consideration.

Moderating effects of dysregulation and fear of positive emotions on the relationship between posttraumatic stress disorder symptoms and positive memory count

OBJECTIVES

We examined moderating effects of positive emotion dysregulation and fear of positive emotions in the relation between posttraumatic stress disorder (PTSD) severity and positive memory count.

METHOD

Participants were 205 trauma-exposed community individuals (Mage  = 35.44; 61.50% female).

RESULTS

Moderation analyses indicated interaction effects of PTSD severity with nonacceptance of positive emotions (b = -0.01, p = .002) and difficulties with goal-directed behaviors when experiencing positive emotions (b = -0.01, p = .006) on positive memory count.

CONCLUSIONS

Greater PTSD severity was associated with more specific positive memories when individuals reported less nonacceptance of positive emotions and fewer difficulties engaging in goal-directed behaviors in the context of positive emotions. Greater PTSD severity was associated with fewer specific positive memories when individuals reported greater nonacceptance of positive emotions and greater difficulties engaging in goal-directed behaviors in the context of positive emotions. Results support addressing positive emotion dysregulation in memory-focused interventions for PTSD.

Public Perceptions of Harm for Nine Popular Gambling Products

Gambling causes significant levels of harm globally and is recognised as a serious public health issue. To reduce gambling-related harm, various strategies and policies have been recommended, including decreasing the availability of gambling products, restricting gambling advertising, and implementing public education campaigns. Government willingness to implement such strategies will be influenced by levels of public support, which in turn will be dependent on public perceptions of the harm caused by gambling products. The aim of the present study was to assess public perceptions of the harm associated with individual gambling products to inform future gambling reform. A sample of 2112 Australian adults provided perceived harm ratings for nine popular gambling products that are known to be associated with gambling-related harm: electronic gambling machines, casino table games, sports betting, bingo, scratch tickets, private betting, horse/dog races, keno, and the lottery. Binary logistic regressions were used to identify factors associated with harm perceptions. Only electronic gambling machines (70%), casino table games (64%), betting on horse/dog races (59%), and sports betting (53%) were perceived by a majority of respondents as being harmful. Less frequent gambling and experiencing greater levels of gambling-related harm were associated with higher harm perceptions. Many potentially harmful gambling products may not be recognised as such by the public, which is likely to reduce support for recommended harm-reduction strategies and policies. Efforts are needed to ensure Australians in general and gamblers in particular understand the levels of harm associated with popular gambling products.

A casino in my pocket: Gratifications associated with obsessive and harmonious passion for mobile gambling

Mobile gambling differs from land-based and traditional forms of gambling in that the opportunity to place bets and engage with casinos is constantly present and easily accessible. Instead of going to a physical bookmaker or casino, mobile gambling is done quickly and swiftly, anytime, anywhere, with a few taps on a mobile device. Previous studies reveal mobile gambling has managed to reach new audiences especially amongst younger people. Gambling harms can have severe adverse effects on individuals, families and society. However, for a subgroup of highly involved individuals, gambling can be considered a harmonious passion that permits frequent gambling without elevating individual's risks of experience problem gambling manifestations. Combining the Uses and Gratifications (U&G) and Dualistic Model of Passion (DMP) frameworks, the present study aims to determine if and how the different gratifications sought from mobile gambling are susceptible to explaining non-problematic versus problematic patterns in highly involved gamblers. Data were collected over two waves from a global sample of mobile gamblers (N = 327). Results emphasize that the motivational underpinnings of mobile gambling (as measured by the U&G) differ in obsessive versus harmonious passion. Obsessive passion is associated with poor mood and problematic gambling. In contrast, harmonious passion for mobile gambling is associated with positive mood but is unrelated to problematic gambling. Based on these findings, and given that problematic gambling is an internationally relevant public health issue (the prevalence of problem gambling is estimated to range from 0.1% to 5.8% in different countries), we suggest interventions focusing on specific uses and gratifications associated with an obsessive passion for mobile gambling may be effective in reducing problematic usage patterns.

Gambling in COVID-19 Lockdown in the UK: Depression, Stress, and Anxiety

To combat the spread of COVID-19, the UK Government implemented a range of "lockdown" measures. Lockdown has necessarily changed the gambling habits of gamblers in the UK, and the impact of these measures on the mental health of gamblers is unknown. To understand the impact of lockdown on gamblers, in April 2020, after ~6 weeks of lockdown, participants (N = 1,028, 72% female) completed an online questionnaire. Gambling engagement data was collected for pre-lockdown via the Brief Problem Gambling Screen (BPGS) allowing participants to be classified as Non-Gamblers (NG), Non-Problem Gamblers (NPG) or Potential Problem Gamblers (PPG). The Depression, Stress, and Anxiety Scale (DASS21) was used to measure depression, stress, and anxiety scores both pre- and during-lockdown. Results indicate that depression, stress and anxiety has increased across the whole sample. Participants classified in the PPG group reported higher scores on each sub scale at both baseline and during lockdown. Increases were observed on each DASS21 subscale, for each gambler group, however despite variable significance and effect sizes, the magnitude of increases did not differ between groups. Lockdown has had a significant impact on mental health of participants; whilst depression stress and anxiety remain highest in potential problem gamblers, pre-lockdown gambler status did not affect changes in DASS21 scores.

Loot Boxes, Gambling, and Problem Gambling Among Young People: Results from a Cross-Sectional Online Survey

With the introduction of gambling-like features within video games (e.g., loot boxes) new forms of hybrid-gambling products have emerged, yet little is known about their relationship to gambling and problem gambling among those most likely to engage: young people. This article examines the relationship between the purchase of loot boxes, gambling behavior, and problem gambling among young people ages 16–24. Cross-sectional data were analyzed from wave 1 of the Emerging Adults Gambling Survey, an online survey of 3,549 people, aged 16–24. Data were weighted to reflect the age, sex, and regional profile of Great Britain. Measured included past-year purchase of loot boxes, engagement in 17 different forms of gambling (weekly, yearly, and weekly spend); and problem gambling status. Other covariates include impulsivity and sociodemographic status. Young adults who purchase loot boxes are more likely to be gamblers and experience problem gambling than others. In unadjusted regression models, the odds of problem gambling were 11.4 (95% confidence interval [CI] 7.6 to 16.9; p < 0.001) times higher among those who purchased loot boxes with their own money. This relationship attenuated but remained significant (odds ratio 4.5, 95% CI 2.6–7.9) when gambling participation, impulsivity, and sociodemographic factors were taken into account. The purchase of loot boxes was highly associated with problem gambling, the strength of this association being of similar magnitude to gambling online on casino games or slots. Young adults purchasing loot boxes within video games should be considered a high-risk group for the experience of gambling problems.

Defining the esports bettor: evidence from an online panel survey of emerging adults

Competitive video gaming (esports) is a growing multi-national, billion-dollar industry. Esports cultures replicate traditional sports cultures, involving elite athletes, teams, league sponsorships, large viewing audiences, high profile leagues and championships, and opportunities to bet on outcomes. However, little is known about people who bet on esports, it is generally considered a niche practice. Using data from the Emerging Adults Gambling Study, a non-probability survey of 3549 people aged 16-24 living in Great Britain, the profile of esports bettors was compared with those who bet on other sports and non-gamblers. Those who bet on esports were more likely to be male, to be from nonwhite ethnic groups, to be heavily involved in playing digital games themselves, and to have higher rates of gambling involvement and problem gambling. Multivariate analysis showed a strong relationship between engaging in gambling-like practices within digital games and esports betting (for example, the purchase of loot boxes for money, or betting skins on external websites). Frequency of playing digital games was not associated with esports betting, suggesting it is not how often someone engages with digital games that is correlated with esports betting, but rather the different type of practices they undertake when playing video games.

Gambling-related harms attributable to lotteries products

Lotteries products (lottery tickets and scratch tickets) are the most popular forms of gambling worldwide, however little research has investigated whether these products are associated with gambling-related harm. The limited available research suggests these products are linked to problematic gambling behaviors and a range of resulting negative outcomes, with certain sub-groups appearing to be more vulnerable to experiencing harms. The present study examined risk of gambling-related harm (measured by the Problem Gambling Severity Index) from lotteries products use in an Australian sample of lotteries-only gamblers (n = 540). Additionally, the study investigated whether risk varied according to a range of sociodemographic and behavioral characteristics (age, gender, household income, location (rural vs. metropolitan), employment status, alcohol consumption, smoking status, frequency of e-cigarette use, frequency of scratch ticket use, frequency of lottery ticket use, expenditure on scratch tickets, and expenditure on lottery tickets). Almost one-third of the sample was found to be at some level of gambling-related risk due to their use of lotteries products. Younger respondents, males, current smokers, e-cigarette users, and those who purchase scratch tickets more frequently were more likely to report problematic use of lotteries products. Policy makers should enact strategies to prevent and reduce harms resulting from lotteries products, especially among the identified at-risk groups.

Alcohol misuse to down-regulate positive emotions: A cross-sectional multiple mediator analysis among US military veterans

INTRODUCTION

The co-occurrence of posttraumatic stress disorder (PTSD) and alcohol misuse presents a pervasive and clinically relevant concern among US military veterans.

OBJECTIVE

The current investigation sought to examine the role of positive emotion dysfunction in the relation between PTSD symptomatology and alcohol misuse. To do so, we examined the separate and sequential roles of positive emotional intensity and positive emotional avoidance in the relation between PTSD symptoms and alcohol misuse among US military veterans.

METHOD

Cross-sectional data were collected from 468 US military veterans (M age = 37.74, 70.5% male, 69.0% White) who responded to an online survey.

RESULTS

Findings suggest that positive emotional avoidance, separately, and positive emotional intensity and positive emotional avoidance, sequentially, mediated the relation between PTSD symptoms and alcohol misuse.

CONCLUSIONS

Findings advance theory on the role of positive emotions and related processes in the co-occurrence of PTSD and alcohol misuse, and highlight important avenues for future research and treatment focused on the PTSD-alcohol misuse co-occurrence.

Extending our understanding of the association between posttraumatic stress disorder and positive emotion dysregulation: A network analysis approach

Posttraumatic stress disorder (PTSD) has empirically-established associations with positive emotion dysregulation. Extending existing research, we utilized a network approach to examine relations between PTSD symptom clusters (intrusions, avoidance, negative alterations in cognitions and mood [NACM], alterations in arousal and reactivity [AAR]) and positive emotion dysregulation dimensions (nonacceptance, impulse control, goal-directed behavior). We identified (1) differential relations of PTSD symptom clusters with positive emotion dysregulation, and (2) central symptoms accounting for the PTSD and positive emotion dysregulation inter-group interconnections. Participants were 371 trauma-exposed community individuals (M_age = 43.68; 70.9 % females; 34.5 % white). We estimated a regularized Gaussian Graphic Model comprising four nodes representing the PTSD symptom clusters and three nodes representing positive emotion dysregulation dimensions. Study results indicated the key role of AAR and intrusions clusters in the PTSD group and impulse control difficulties in the positive emotion dysregulation group. Regarding cross-group connectivity patterns, findings indicate the pivotal role of (1) AAR in its link with positive emotion dysregulation dimensions, and (2) nonacceptance of positive emotions and impairment in goal-directed behavior in the context of positive emotions in their link to PTSD symptom clusters. Thus, the current study indicates the potentially central role of particular PTSD symptom clusters and positive emotion dysregulation dimensions, informing assessment and treatment targets.

Posttraumatic Stress Disorder Symptoms and Reckless Behaviors: A Network Analysis Approach

Existing literature indicates a theoretical and empirical relation between engagement in reckless behaviors and posttraumatic stress disorder (PTSD). Thus, the DSM-5 revision of the PTSD nosology added a new "reckless or self-destructive behavior" (RSDB) symptom (Criterion E2). The current study applied a network analytic approach to examine the item-level relations among a range of reckless behaviors and PTSD symptom clusters. Participants were recruited from Amazon's Mechanical Turk (N = 417), and network analysis was conducted with 20 variables: six PTSD symptom clusters, corresponding to the hybrid model of PTSD (Armour et al., 2015) and excluding the externalizing behavior cluster (Community 1), and 14 items related to reckless behavior (Community 2). The results showed that the network associations were strongest within each construct (i.e., within PTSD and within reckless behaviors), although several bridge connections (i.e., between PTSD clusters and reckless behaviors) were identified. Most reckless behavior items had direct associations with one or more PTSD symptom clusters. The present findings support the existence of close relations between a variety of reckless behaviors and PTSD symptom clusters beyond their relations with DSM Criterion E2. The results provide testable hypotheses about the associations between specific reckless behaviors and PTSD symptom clusters, which may inform future research.

Associations of negative cognitions, emotional regulation, and depression symptoms across four continents: International support for the cognitive model of depression

BACKGROUND

Cognitive-behavioral therapy (CBT) is one of the most widely tested and empirically supported psychological treatments for depression. Beck and other scholars established the theoretical foundations of CBT among North American populations, yet surprisingly few studies have examined central hypotheses of the cognitive model of depression among people living in non-Western regions.

METHODS

In the present study, we used the alignment method to minimize measurement bias to examine several central hypotheses of the cognitive model among adults living on four continents (n = 752): North America (n = 103; female = 29.1%), Europe (n = 404; female = 36.4%), South America (n = 108; female = 18.5%), and Asia (n = 136; female = 19.9%).

RESULTS

Depressive symptoms were positively and strongly correlated with negative automatic thoughts about self (ATQ-N), and moderately associated with dysfunctional attitudes (DAS) among people living on the four continents. Further, use of emotional suppression strategies to regulate emotion (ERQ-Suppression) was moderately and positively associated with depressive symptoms among people on all four continents, while use of cognitive-reappraisal (ERQ-Reappraisal) was not systematically associated with depressive symptoms.

CONCLUSIONS

Results of this study offer preliminary cross-continental support for foundational hypotheses of the cognitive model of depression. Negative thoughts appear to be associated with depression in all regions of the world, cementing this construct as a hallmark feature of the disorder.

Difficulties Regulating Positive Emotions and Substance Misuse: The Influence of Sociodemographic Factors

Background: Alcohol and drug misuse present significant public health concerns due to their high prevalence and deleterious outcomes. A growing body of research provides support for the role of difficulties regulating positive emotions in alcohol and drug misuse. However, research is needed to better understand for whom difficulties regulating positive emotions are most strongly associated with alcohol and drug misuse to inform assessment and treatment efforts. Objectives: The goal of the present study was to examine potential sociodemographic moderators (i.e. age, gender, ethnicity, race, income, and educational attainment) in the relations between difficulties regulating positive emotions and alcohol and drug misuse. Methods: Participants were 373 trauma-exposed adults (57.1% female, 75.8% White) recruited from the community. Results: Significant differences were identified across sociodemographic groups regarding difficulties regulating positive emotions (i.e. gender, ethnicity, race, and income) and alcohol use (i.e. gender). Moderation analyses revealed a significant interaction between difficulties regulating positive emotions and gender on drug misuse (b = 0.08, p < .001), such that the association was significant for females (b = 0.11, p < .001) but not males (b = .03, p = .05). Conclusions: Results suggest the importance of developing gender-sensitive recommendations for the assessment and treatment of substance misuse, and of incorporating techniques focused on addressing difficulties regulating positive emotions.

Studying Gambling Behaviors and Responsible Gambling Tools in a Simulated Online Casino Integrated With Amazon Mechanical Turk: Development and Initial Validation of Survey Data and Platform Mechanics of the Frescati Online Research Casino

Introduction: Online gambling, popular among both problem and recreational gamblers, simultaneously entails both heightened addiction risks as well as unique opportunities for prevention and intervention. There is a need to bridge the growing literature on learning and extinction mechanisms of gambling behavior, with account tracking studies using real-life gambling data. In this study, we describe the development and validation of the Frescati Online Research Casino (FORC): a simulated online casino where games, visual themes, outcome sizes, probabilities, and other variables of interest can be experimentally manipulated to conduct behavioral analytic studies and evaluate the efficacy of responsible gambling tools. Methods: FORC features an initial survey for self-reporting of gambling and gambling problems, along with several games resembling regular real-life casino games, designed to allow Pavlovian and instrumental learning. FORC was developed with maximum flexibility in mind, allowing detailed experiment specification by setting parameters using an online interface, including the display of messages. To allow convenient and rapid data collection from diverse samples, FORC is independently hosted yet integrated with the popular crowdsourcing platform Amazon Mechanical Turk through a reimbursement key mechanism. To validate the survey data quality and game mechanics of FORC, n = 101 participants were recruited, who answered an questionnaire on gambling habits and problems, then played both slot machine and card-draw type games. Questionnaire and trial-by-trial behavioral data were analyzed using standard psychometric tests, and outcome distribution modeling. Results: The expected associations among variables in the introductory questionnaire were found along with good psychometric properties, suggestive of good quality data. Only 6% of participants provided seemingly poor behavioral data. Game mechanics worked as intended: gambling outcomes showed the expected pattern of random sampling with replacement and were normally distributed around the set percentages, while balances developed according to the set return to player rate. Conclusions: FORC appears to be a valid paradigm for simulating online gambling and for collecting survey and behavioral data, offering a valuable compromise between stringent experimental paradigms with lower external validity, and real-world gambling account tracking data with lower internal validity.

Do Difficulties Regulating Positive Emotions Contribute to Risky Sexual Behavior? A Path Analysis

Within the U.S., risky sexual behavior (RSB) is the primary mode of HIV transmission. The role of emotion dysregulation in RSB has received growing attention over the past decade. However, this literature has been limited in its focus on emotion dysregulation stemming from negative (but not positive) emotions. The goal of the current study was to extend research by examining the relative and unique contributions of dimensions of difficulties regulating positive emotions (i.e., nonacceptance of positive emotions [Accept], difficulties controlling impulsive behaviors when experiencing positive emotions [Impulse], and difficulties engaging in goal-directed behaviors when experiencing positive emotions [Goals]) to RSB. Participants were 386 trauma-exposed individuals recruited from Amazon's MTurk (M age = 35.85 years; 57.5% female; 76.4% White). At the bivariate level, dimensions of difficulties regulating positive emotions were significantly positively associated with sexual risk taking with uncommitted partners, impulsive sex behaviors, and intent to engage in risky sexual behaviors (with the exception of Goals to sexual risk taking with uncommitted partners), and significantly negatively associated with risky sex acts. Regarding the unique contributions of difficulties regulating positive emotions to RSB, (1) Accept was significantly positively associated with impulsive sexual behaviors and intent to engage in risky sexual behaviors; (2) Impulse was significantly positively associated with risky anal sex acts; and (3) Goals was significantly negatively associated with risky anal sex acts. Findings suggest the potential utility of targeting difficulties regulating positive emotions in treatments aimed at reducing RSB.

Posttraumatic stress disorder and substance use: Identifying the underlying role of difficulties regulating positive emotions

The co-occurrence of posttraumatic stress disorder (PTSD) and substance use is clinically-relevant. Emotion dysregulation is one factor that has been shown to underlie this association. However, literature in this area has been limited in its exclusive focus on emotion dysregulation stemming from negative emotions. The goal of the current study was to extend prior research by exploring the role of difficulties regulating positive emotions in the associations between PTSD symptom severity and both alcohol use and problems from drug use. Participants were 463 trauma-exposed individuals recruited from Amazon's MTurk (M age = 35.66 years; 55.7% female; 76.6% White). PTSD symptom severity, difficulties regulating positive emotions, alcohol use, and problems from drug use demonstrated significant positive zero-order correlations. Further, difficulties regulating positive emotions were found to account for the associations between PTSD symptom severity and both alcohol use and problems from drug use. Our results suggest the potential utility of addressing difficulties regulating positive emotions in interventions aimed at reducing substance use and abuse among individuals with PTSD.

Does Gambling Identity Predict Unique Variance in Negative Gambling-Related Outcomes: An Examination of Direct and Interactive Associations

Research from other addiction-related domains have reported identity-related constructs to be positively associated with substance use-related outcomes (e.g., frequency, quantity, and/or problems). Moreover, substance use identity has also been found to be predictive of unique variance in substance use-related outcomes. Given the similarities between substance use and behavioral addictions, it may also be the case that gambling identity is predictive of unique variance in negative gambling-related outcomes (e.g., frequency, expenditure, and gambling problem severity). The current study was conducted to examine whether gambling identity was predictive of negative gambling-related outcomes above and beyond the variance explained by other known risk factors of problem gambling (e.g., motives, social norms, and protective behavioral strategy [PBS] use). Moreover, gambling identity was examined as a moderator of the relationship between known risk factors of problem gambling and negative gambling-related outcomes. The current online study consisted of 270 U.S. participants who were predominantly male (90%), White (82%) and 33 years of age. The results from the negative binomial regression analyses indicated that gambling identity was predictive of unique variance in all of the negative gambling-related outcomes assessed. Moreover, gambling identity was found to moderate the relationship between motives, social norms, and PBS use in the prediction of negative gambling-related outcomes. Taken together, the results from the current study replicate and extend the extant body of gambling research and are used to highlight the importance of assessing gambling identity in future studies.

Confirmatory validation of the factor structure and psychometric properties of the Difficulties in Emotion Regulation Scale-Positive

OBJECTIVES

Emotion dysregulation is a transdiagnostic factor central to the etiology and treatment of various clinical difficulties. Yet, research in this area has focused almost exclusively on emotion dysregulation stemming from negative emotions. The current study confirmed the factor structure of the Difficulties in Emotion Regulation Scale-Positive (DERS-P) and further examined its reliability and validity.

METHOD

Participants in Study 1 were 229 college students (M age = 19.37 years; 66.8% female; 67.2% White). Participants in Study 2 were 353 trauma-exposed community individuals ( M age = 35.77 years; 57.8% female; 71.2% White).

RESULTS

Findings supported the three-factor structure of the DERS-P. Mean levels of the DERS-P scales demonstrated convergent and discriminant validity and differentiated individuals with (vs. without) probable posttraumatic stress disorder, depression, alcohol use, and drug use disorders.

CONCLUSIONS

Findings provide additional support for the factor structure, reliability, and validity of the DERS-P, thereby adding to its clinical utility.

Depression and risky alcohol use: an examination of the role of difficulties regulating positive emotions in trauma-exposed individuals

BACKGROUND

The co-occurrence of depression and risky alcohol use is clinically relevant given their high rates of comorbidity and reciprocal negative impact on outcomes. Emotion dysregulation is one factor that has been shown to underlie this association. However, literature in this area has been limited in its exclusive focus on emotion dysregulation stemming from negative emotions.

OBJECTIVES

The goal of the current study was to extend research by exploring the role of difficulties regulating positive emotions in depression symptom severity, risky alcohol use, and their association.

METHODS

Participants were 395 trauma-exposed adults recruited from Amazon's Mechanical Turk (MTurk) platform (56.20% female, M_age = 35.55) who completed self-report questionnaires.

RESULTS

Zero-order correlations among depression symptom severity, the three subscales of difficulties regulating positive emotions, and risky alcohol use were positive. Two subscales of difficulties regulating positive emotions-nonacceptance of positive emotions and difficulties controlling impulsive behavior when experiencing positive emotions-accounted for the relationship between depression symptom severity and risky alcohol use.

CONCLUSION

Results suggest the importance of incorporating techniques focused on improving positive emotion regulation skills in interventions for risky alcohol use among individuals with depression.

Loot boxes are again linked to problem gambling: Results of a replication study

Loot boxes are items in video games that contain randomised contents and can be purchased with real-world money. Similarities between loot boxes and forms of gambling have led to questions about their legal status, and whether they should be regulated as gambling. Previous research has suggested a link between the amount that gamers spend on loot boxes and their problem gambling: The more individuals spent on loot boxes, the more severe their problem gambling. However, the generalisability of prior work may be limited by both the self-selected nature of the sample under test, and the fact that participants were aware of the study's aims. A large-scale survey of gamers (n = 1,172) was undertaken to determine if this link remained when these limitations of previous work were taken into account. These gamers did not self-select into a loot box study and were not aware of the study's aims. This study found similar evidence for a link (η2 = 0.051) between the amount that gamers spent on loot boxes and the severity of their problem gambling. Previous research strongly suggested both the size and the direction of link between loot box use and problem gambling. This paper provides further support for this link. These results suggest either that loot boxes act as a gateway to problem gambling, or that individuals with gambling problems are drawn to spend more on loot boxes. In either case, we believe that these results suggest there is good reason to regulate loot boxes.

Typologies of PTSD clusters and reckless/self-destructive behaviors: A latent profile analysis

Posttraumatic stress disorder (PTSD) is comorbid with diverse reckless and self-destructive behaviors (RSDBs). We examined the nature and construct validity (covariates of age, gender, depression severity, number of trauma types, functional impairment) of the optimal class solution categorizing participants based on PTSD symptom and RSDB endorsement. The sample included 417 trauma-exposed individuals recruited through Amazon's MTurk platform who completed the Life Events Checklist for DSM-5, PTSD Checklist for DSM-5, the Posttrauma Risky Behaviors Questionnaire, and Patient Health Questionnaire-9. Latent profile analyses indicated an optimal three-class solution: the Low PTSD-RSDBs, High PTSD-Low RSDBs, and High PTSD-RSDBs classes. Multinomial logistic regression indicated that impairment and depression predicted the High PTSD-Low RSDBs vs. the Low PTSD-RSDBs classes. Impairment, age, being female, and depression predicted the High vs. Low PTSD-RSDBs classes. Number of trauma types, age, being female, and depression predicted the High PTSD-RSDBs vs. High PTSD-Low RSDBs classes. Results support the presence of a reckless behaviors subtype of PTSD (characterized by greater depression, greater impariment, greater number of trauma types, being male, and being younger), conducting comprehensive assessments of RSDBs for individuals reporting PTSD symptoms and of PTSD symptoms for individuals reporting RSDBs, and the need to tailor interventions to treat PTSD and RSDBs concurrently.

Obtaining quality data using behavioral measures of impulsivity in gambling research with Amazon's Mechanical Turk

BACKGROUND AND AIMS

To date, no research has examined the viability of using behavioral tasks typical of cognitive and neuropsychology within addiction populations through online recruitment methods. Therefore, we examined the reliability and validity of three behavioral tasks of impulsivity common in addiction research in a sample of individuals with a current or past history of problem gambling recruited online.

METHODS

Using a two-stage recruitment process, a final sample of 110 participants with a history of problem or disordered gambling were recruited through MTurk and completed self-report questionnaires of gambling involvement symptomology, a Delay Discounting Task (DDT), Balloon Analogue Risk Task (BART), Cued Go/No-Go Task, and the UPPS-P.

RESULTS

Participants demonstrated logically consistent responding on the DDT. The area under the empirical discounting curve (AUC) ranged from 0.02 to 0.88 (M = 0.23). The BART demonstrated good split-third reliability (ρs = 0.67 to 0.78). The tasks generally showed small correlations with each other (ρs = ±0.06 to 0.19) and with UPPS-P subscales (ρs = ±0.01 to 0.20).

DISCUSSION AND CONCLUSIONS

The behavioral tasks demonstrated good divergent validity. Correlation magnitudes between behavioral tasks and UPPS-P scales and mean scores on these measures were generally consistent with the existing literature. Behavioral tasks of impulsivity appear to have utility for use with problem and disordered gambling samples collected online, allowing researchers a cost efficient and rapid avenue for conducting behavioral research with gamblers. We conclude with best-practice recommendations for using behavioral tasks using crowdsourcing samples.

Posttraumatic stress disorder clusters and suicidal ideation

BACKGROUND

Posttraumatic stress disorder (PTSD) is associated with suicidal ideation and behavior. However, less is known about how the PTSD symptom clusters, namely alterations in arousal and reactivity (AAR), negative alterations in cognitions and mood (NACM), avoidance, and intrusion, uniquely relate to suicidal ideation. This study aimed to characterize the associations among suicidal ideation and these symptom clusters.

METHODS

Study 1 (n = 346) and Study 2 (n = 194) included community members and treatment-seeking adults at an anxiety specialty clinic, respectively. Participants completed measures of trauma exposure, PTSD symptoms, and suicidal ideation.

RESULTS

In both studies, suicidal ideation significantly and positively correlated with all PTSD factors. In Study 1, Wald tests of parameter constraints indicated that NACM and AAR had the strongest associations with suicidal ideation, followed by intrusion and avoidance. Results were replicated when restricting the sample to individuals with probable PTSD. In Study 2, suicidal ideation significantly and positively correlated with all PTSD factors; there were no differences in the strength of the suicidal ideation-PTSD factors relations.

LIMITATIONS

The studies were cross-sectional and relied on a single-item measure of suicidal ideation.

DISCUSSION

All PTSD factors significantly and positively correlated with suicidal ideation, and the NACM and AAR PTSD clusters were most strongly associated with suicidal ideation in Study 1. Therefore, clinicians should be cautious to thoroughly screen patients with elevations on these PTSD cluster scores for suicide risk.

Relations between PTSD and depression symptom clusters in samples differentiated by PTSD diagnostic status

Co-occurring posttraumatic stress disorder (PTSD) and depression following traumatic experiences are cumulatively associated with functional impairment. To examine mechanisms for the PTSD-depression comorbidity, we investigated their cluster-level associations. Using data obtained from Amazon's Mechanical Turk platform, 368 trauma-exposed participants were split into two subsamples: those with (n = 163) and without (n = 185) probable PTSD. In both subsamples, confirmatory factor analyses indicated an optimal seven-factor PTSD Hybrid Model. Results of Wald tests of parameter constraints indicated that, in both subsamples, PTSD's dysphoric arousal cluster strongly related to somatic depression compared to all/most other PTSD Hybrid Model clusters. Additionally, in both subsamples, PTSD's negative affect, externalizing behaviors, and anhedonia clusters each strongly related to non-somatic depression compared to PTSD's anxious arousal cluster. Our results indicated that PTSD's dysphoric arousal symptoms mainly accounted for PTSD's shared variance with somatic depression, while the negative alterations in cognitions and mood (NACM)/dysphoria and arousal symptoms (primarily externalizing behaviours) mainly accounted for PTSD's shared variance with non-somatic depression. Our findings have implications for the discussion on PTSD's specific/non-specific clusters tied to diagnostic modifications, for understanding mechanisms underlying PTSD-depression comorbidity, and for the use of transdiagnostic and multi-component treatment protocols for PTSD-depression symptoms.

In the Mindset for Change: Self-Reported Quit Attempts are a Product of Discontinuity-Induced Nostalgia and Incremental Beliefs

Despite the low rate of behavior change among those engaged in addictive behaviors, some people can and do initiate change. We propose that attempting to self-regulate addictive behavior is a function of motivation and the belief that behavior is malleable. Specifically, feeling self-discontinuous (i.e., feeling that addiction has fundamentally changed the self) should motivate change by inducing nostalgia for the pre-addicted self. Importantly, we expected that discontinuity- induced nostalgia would only be associated with an attempted change among those who believe that behavior is malleable (i.e., incremental theorists). To test this moderated-mediation model, we recruited a community sample of disordered gamblers (N = 243) to assess self-reported change attempts over time. During the initial session, participants completed measures of self-discontinuity, nostalgia, and implicit theories of behavior. Three months later, participants (N = 120) reported whether they attempted to change their gambling behavior, as well as the method and extent to which they sustained this change. As expected, discontinuity-induced nostalgia was positively associated with an increased likelihood of self-reporting a change attempt, but only when behavior was believed to be malleable, rather than fixed. As very few disordered gamblers take action, these findings suggest novel psychological processes to promote positive behavior change.