Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 175
Filter
1.
Article in English | MEDLINE | ID: mdl-38923856

ABSTRACT

BACKGROUND: Prevention and early intervention of alcohol use disorder (AUD) is a public health priority, yet there are gaps in our understanding of how AUD emerges, which symptoms of AUD come first, and whether there are modifiable risk factors that forecast the development of the disorder. This study investigated potential early-warning-sign symptoms for the development of AUD. METHODS: Data were from the RADAR study, a prospective cohort study of contemporary emerging adults across Australia (n = 565, mean age = 18.9, range = 18-21 at baseline, 48% female). Participants were interviewed five times across a 2.5-year period. Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) AUD criteria and diagnoses were assessed by clinical psychologists using the Structured Clinical Interview for DSM-IV (SCID-IV), modified to cover DSM-5 criteria. Hazard analyses modeled the time from first alcoholic drink to the emergence of any AUD criteria and determined which first-emergent AUD criteria were associated with a faster transition to disorder. RESULTS: By the final time point, 54.8% of the sample had experienced at least one DSM-5 AUD criterion and 26.1% met criteria for DSM-5 AUD. The median time from first AUD criterion to a diagnosis of AUD was 4 years. Social problems from drinking (hazard ratio [HR] = 3.24, CI95 = 2.14, 4.92, p < 0.001), major role (HR = 2.53, CI95 = 1.58, 4.06, p < 0.001), and drinking larger amounts/for longer than intended (HR = 2.04, CI95 = 1.20, 3.46, p = 0.008) were first-onset criteria associated with a faster transition to AUD. CONCLUSION: In the context of a prospective general population cohort study of the temporal development of AUD, alcohol-related social problems, major role problems, and using more or for longer than intended are key risk factors that may be targeted for early intervention.

2.
J Am Coll Health ; : 1-6, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38830174

ABSTRACT

OBJECTIVE: This study explored the user experiences and satisfaction levels of students who participated in a healthy snacks program over eight months on a campus located in a food desert. PARTICIPANTS: Students at a suburban private university (N = 51). METHODS: Using a descriptive cross-sectional design, participants scanned a Quick-Response code and responded to an online questionnaire. Mixed methods analyses were conducted. RESULTS: Most participants took snacks in the morning (44.4%). Satisfaction levels were highest [Mean (Standard deviation): 6.58 (0.90) out of 7.00 = high] among those feeling stressed. Five major themes from the open-ended responses were identified: (1) Being thankful; (2) Finding snacks to be tasty; (3) Inexpensive and healthy alternatives; (4) Feeling better; and (5) Needing better and additional snacks. CONCLUSIONS: Future research is needed to assess the long-term feasibility and effectiveness of this program and develop similar programs on other college campuses located in food deserts.

3.
Psychol Serv ; 21(2): 328-336, 2024 May.
Article in English | MEDLINE | ID: mdl-38602824

ABSTRACT

Mental health first aid (MHFA) training is a low-cost, evidence-based intervention that teaches trainees to recognize signs of mental distress. Thirty correctional officers (COs) were recruited to participate in a remote MHFA intervention study. The COs were divided into three MHFA training sessions, with no more than 10 COs per group. Data collection assessments included pretest and posttest surveys and a focus group meeting. Of the 30 eligible CO participants, 27 completed the study, including follow-up assessments. Nine COs participated in a focus group meeting-one third (n = 9) of the CO participants identified as female, and the remaining identified as male. Most CO participants self-identified as White (n = 17), and two thirds (n = 18) of the CO participants were 35-54 years old. There was a strong military influence, with about close to half (48%) of COs identifying as a veteran. A paired sample t test was used to analyze whether there were any differences in mental health knowledge scores from pre- and postintervention. There were no significant differences between the pre- and postintervention results for the five MHFA knowledge items. The Wilcoxon signed-rank test was used to analyze differences in pre- and postintervention data for mental health referral items. From pre- to posttraining, COs reported that it would be easier to make a mental health referral for someone experiencing a mental health challenge (Z = -2.087, p = .037). At 12 weeks, COs referred 2.6 (SD: 4.30, range 1-20) people incarcerated for mental health services. The reasons for referral included: "suicidal thoughts," "experiencing anxiety over being incarcerated during COVID," and "considering self-harm." A phenomenological approach was used to analyze the focus group meeting. The themes identified were: (a) COs experience with MHFA training was viewed positively (facilitators); (b) there is a need to improve mental wellness in correctional settings (barriers); and (c) mental health referral process for incarcerated individuals needs enhancement when implementing MHFA (barriers). MHFA training for COs is necessary to equip COs with the skills to safely support and refer incarcerated people experiencing a mental health crisis. (PsycInfo Database Record (c) 2024 APA, all rights reserved).


Subject(s)
First Aid , Humans , Male , Female , Adult , Pilot Projects , Middle Aged , Prisons , Police/education , Mental Disorders/therapy , Mental Health/education , Correctional Facilities Personnel
4.
Subst Use Addctn J ; 45(1): 144-149, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38258850

ABSTRACT

BACKGROUND: An alcohol text message intervention recently demonstrated effects in reducing heavy episodic drinking (HED) days at the three month follow-up in young adults with a history of hazardous drinking. An important next step in understanding intervention effects involves identifying baseline participant characteristics that predict who will benefit from intervention exposure to support clinical decision-making and guide further intervention development. To identify baseline characteristics that predict HED, this exploratory study used a prediction rule ensemble (PRE). Compared to more complex decision-tree methods (e.g., random forest), PREs have comparable performance, while generating simpler rules that can directly identify subgroups that do or do not respond to intervention. METHODS: This secondary analysis examined data from 916 young adults who reported HED (68.5% female, mean age = 22.1, SD = 2.1), were enrolled in an alcohol text message randomized clinical trial and who completed baseline assessment and the three month follow-up. A PRE with ten fold cross-validation, which included 21 baseline variables representing sociodemographic characteristics (e.g., sex, age, race, ethnicity, college enrollment), alcohol consumption (frequency of alcohol consumption, quantity consumed on a typical drinking day, frequency of HED), impulsivity subscales (i.e., negative urgency, positive urgency, lack of premeditation, lack of perseverance, sensation seeking), readiness to change, perceived peer drinking and HED-related consequences, and intervention status were used to predict HED at the three month follow-up. RESULTS: The PRE identified 12 rules that predicted HED at three months (R2 = 0.23) using 7 baseline features. Only two cases (0.2%) were not classified by the 12 rules. The most important features for predicting three month HED included baseline alcohol consumption, negative urgency score, and perceived peer drinking. CONCLUSIONS: The rules provide interpretable decision-making tools that predict who has higher alcohol consumption following exposure to alcohol text message interventions using baseline participant characteristics (prior to intervention), which highlight the importance of interventions related to negative urgency and peer alcohol use.


Subject(s)
Text Messaging , Humans , Young Adult , Adult , Clinical Decision-Making , Ethanol , Ethnicity , Impulsive Behavior
5.
BMC Public Health ; 24(1): 97, 2024 01 05.
Article in English | MEDLINE | ID: mdl-38183068

ABSTRACT

BACKGROUND: While campus food pantries have been important safety net programs for alleviating food insecurity among college students, factors related to accessing these vital resources have not been fully researched and summarized. This study systematically synthesized peer-reviewed literature on the predictors, barriers to, and facilitators of using campus food pantries among college students. METHODS: A search was conducted on PubMed, CINAHL Complete, PsychInfo, PsycARTICLES, and ScienceDirect in April 2023. Included studies needed to be peer-reviewed, written in English, and focused on college or university students. Three authors independently screened all articles retrieved from the five databases based on titles, titles and abstracts, and a full article review. The Study Quality Assessment Tool from the National Heart, Lung, and Blood Institute was used to assess the risk of bias in the included cross-sectional studies. The risk of bias and quality of mixed methods or qualitative studies were assessed as well. RESULTS: Eight studies were included in the systematic review. Students likely to use a college food pantry were food-insecure, who most often identified as Asian, Hispanic/Latino, Filipino or Pacific Islander; were first-generation to college; international students; sophomores and juniors; had student loans; were living off-campus; and were without stable housing. Stigma was the most frequently mentioned barrier to using a food pantry. Participants mentioned facilitators such as convenient location and hours of operation, access to fresh produce and nutritious and safe foods, availability of a variety of foods, friendly and helpful service, social support, and awareness of a pantry through fellow students and other members of the university such as staff and faculty. CONCLUSIONS: Continued research must address students' systemic barriers to accessing food pantries. Campus food pantry leaders, university administrators, and policymakers need to work together to create cost-effective and sustainable solutions that will alleviate the stigma and burden of food-insecure students and provide them with safe, nutritious, and culturally acceptable foods.


Subject(s)
Food Assistance , Students , Humans , Universities
6.
J Gerontol B Psychol Sci Soc Sci ; 78(12): 2071-2079, 2023 12 06.
Article in English | MEDLINE | ID: mdl-37726003

ABSTRACT

OBJECTIVES: Residential segregation profoundly affects mental and physical health. However, impacts of residential segregation and other neighborhood characteristics on health among older Asian Americans are not fully understood. This study aimed to close this gap by examining effects of residential segregation, perceived neighborhood cohesion, and neighborhood disorder on all-cause mortality among older Chinese immigrants, as well as testing whether the association between residential segregation and mortality would be mediated by perceived neighborhood cohesion and neighborhood disorder. METHODS: Data were drawn from a subsample of 3,094 older Chinese Americans aged 60 and older (mean age = 72.8 years) from the Population Study of Chinese Elderly in Chicago. Residential segregation was derived using 2010-2014 American Community Survey data. Participants completed surveys on perceived neighborhood cohesion and neighborhood disorder between 2011 and 2013. All-cause mortality was tracked until December 2021. RESULTS: Residential segregation was associated with elevated all-cause mortality risk; this association, however, was no longer statistically significant after controlling for sociodemographic, behavioral, and health covariates. Perceived neighborhood cohesion, but not neighborhood disorder, was significantly associated with decreased mortality risks. There were no indirect effects of residential segregation on all-cause mortality through perceived neighborhood cohesion or neighborhood disorder. These effects were consistent across male and female participants. DISCUSSION: These results suggest the importance of neighborhood social environment, specifically perceptions of neighborhood cohesion, in influencing mortality risk among older Chinese immigrants. The findings also indicate the need to conduct further research to examine the health impact of residential segregation among this population.


Subject(s)
Asian , Mortality , Neighborhood Characteristics , Residential Segregation , Aged , Female , Humans , Male , Middle Aged , Independent Living
7.
Front Psychol ; 14: 1171264, 2023.
Article in English | MEDLINE | ID: mdl-37546489

ABSTRACT

Objective: Given the frequent co-occurrence between alcohol use and sexual behavior among adolescents, alcohol interventions may play a role in helping prevent sexually transmitted infections (STIs) in this age group. Psychotherapy "common factors" are one potential active ingredient in intervention efficacy. Thus, the purpose of this study was to evaluate the influence of a critical common factor, adolescent: provider connectedness, on STI risk reduction at 3 months post-intervention. Methods: Community-based youth (N = 168) were randomized to two 60-min individual sessions of either motivational interviewing (MI) or brief adolescent mindfulness (BAM). Logistic regressions predicted post-intervention positive STI from adolescent: provider connectedness, intervention condition, and their interaction. Path analytic models tested post-intervention hazardous drinking as a mediator of the association between adolescent: provider connectedness and reduction in STI risk at 3-month follow-up. Results: Stronger adolescent: provider connectedness reduced risk of STI at 3 months post-intervention, with no differences by treatment condition. A mediational relationship between adolescent: provider connectedness and STI risk via hazardous drinking was not observed. Conclusion: Psychotherapeutic common factors, including adolescent: provider connectedness, may be important in mitigating adolescent health risk in behavioral interventions, above and beyond intervention condition and beyond the target behavior of the intervention.

8.
Ann Behav Med ; 57(11): 942-950, 2023 10 16.
Article in English | MEDLINE | ID: mdl-37369129

ABSTRACT

BACKGROUND: Low socioeconomic status (SES) is robustly associated with increased risks of morbidity and mortality. Affective reactivity to daily stressors has been proposed to be a mediator for this association. However, few longitudinal studies have empirically tested the indirect effect of SES on health through affective reactivity to daily stressors. PURPOSE: This study aimed to test the indirect effect of SES on physical health via affective reactivity to daily stressors over a 10-year period and to explore age and sex differences in such indirect effect. METHODS: Data were drawn from a subsample of 1,522 middle-aged and older adults (34-83 years of age, 57.2% female, 83.5% White) from the Midlife in the United States study. SES (i.e., education, household income, indicators of financial distress) was assessed in 2004-2006. Affective reactivity to daily stressors was computed using data collected during the 8-day daily stress assessment in 2004-2009. Self-reported physical health conditions were assessed in 2004-2006 and 2013-2014. RESULTS: There was a significant indirect effect of lower SES on more physical health conditions via elevated negative affective reactivity to daily stressors among women but not men. The indirect effect of SES on physical health conditions via negative affective reactivity to daily stressors was consistent across the middle and older adulthood. CONCLUSIONS: Our findings suggest that negative affective reactivity to daily stressors might be a key intermediate process contributing to persistent SES disparities in physical health, particularly among women.


Individuals from low socioeconomic backgrounds tend to experience poor physical health, partially because they might be more vulnerable to stress exposure due to limited resources to cope with stress than those from high socioeconomic backgrounds. This study examined the indirect link between socioeconomic status (SES) and physical health through emotional responses following exposure to stress. We also explored whether there were age and sex differences in this indirect link. We analyzed the survey and daily diary data from 1,522 middle-aged and older adults. Individuals reported indicators of SES and a count of medical health conditions. Individuals also reported their experiences of stressors and negative and positive emotions each day over 8 days to capture changes in negative and positive emotions on stressor days versus non-stressor days. We found that among women, but not men, lower SES was related to larger increases in negative emotions on stressor days, which, in turn, was related to more chronic health conditions. Differences in individuals' negative emotions following exposure to daily stressors may be a critical indirect pathway linking SES to physical health.


Subject(s)
Sex Characteristics , Stress, Psychological , Middle Aged , Humans , Male , Female , United States/epidemiology , Aged , Stress, Psychological/psychology , Longitudinal Studies , Social Class , Educational Status
9.
Cancer Causes Control ; 34(6): 509-520, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37031313

ABSTRACT

PURPOSE: Lung cancer in never-smokers (LCINS) is the seventh leading cause of cancer, and exposure to cooking fumes has recently emerged as a potential risk factor. This systematic review is the first to summarize and evaluate the relationship between exposure to cooking fumes and the risk of LCINS. METHODS: This study conducted an online literature search of PubMed, CINAHL, and PsychInfo databases. Inclusion criteria were original research articles published in English, that assessed the relationship between exposure to cooking fumes and the risk of lung cancer between 1 January 2012 and 6 December 2022, and that included never-smokers. RESULTS: Thirteen case-control studies and three prospective cohort studies, focusing mostly on women with LCINS, met the inclusion criteria. Seven case-control studies reported an association between exposure to cooking oil fumes and an increased risk of LCINS. Two case-control studies found that using a fume extractor was associated with a decreased risk of LCINS. In other case-control studies, coal use was linked to an increased risk of LCINS, and participants who did not use a ventilator in their kitchens had a higher risk for LCINS. Poor ventilation [Adjusted Hazard Ratio (AHR) = 1.49; 95% CI: 1.15, 1.95] and poor ventilation in combination with coal use (AHR = 2.03; 95% CI: 1.35, 3.05) were associated with an increased risk for LCINS in one prospective cohort study. CONCLUSION: The evidence reviewed underscores the need to develop culturally-tailored interventions that improve access to affordable and clean fuel through engaging relevant stakeholders.


Subject(s)
Lung Neoplasms , Smokers , Humans , Female , Prospective Studies , Lung Neoplasms/epidemiology , Lung Neoplasms/etiology , Cooking , Coal/adverse effects
10.
Addict Behav ; 144: 107729, 2023 09.
Article in English | MEDLINE | ID: mdl-37094456

ABSTRACT

Digital interventions have increased our capacity to reach young adults who have hazardous alcohol use. Alcohol text message interventions have shown small effects in reducing hazardous drinking, leaving room for improvement. An important challenge to address in improving digital interventions is maintaining engagement, which reflects the "dose" of intervention received. This study aimed to identify trajectory classes of engagement with an alcohol text message intervention, and baseline predictors of the trajectory classes to determine "for whom" the digital intervention was more versus less engaging, to guide further intervention tailoring. This secondary analysis examined data from a study that compared five 12-week alcohol text message interventions designed to reduce hazardous drinking in young adults (aged 18-25; N = 1,131, 68% female) recruited from Emergency Departments in Western Pennsylvania. Engagement with the intervention was based on response (present/absent) to text message queries delivered twice per week during 2-week run-in and 12-week intervention. Repeated measures latent profile analysis identified five latent trajectory classes as having the best fit to the data: "High engagement" (55.1%), "Slow decrease, moderate engagement" (23.2%); "Mid-way decrease in engagement" (8.9%), "Steadily decreasing engagement" (8.1%); and "Fluctuating, moderate engagement" (4.6%). Females and individuals enrolled in college were overrepresented in the high engagement trajectory class, whereas individuals higher in impulsivity were more likely to be in decreasing (versus high) engagement trajectory classes. Methods to boost engagement using, for example, motivational enhancement for young adults with higher levels of impulsivity, at specific time points, such as the mid-point of the intervention, warrant consideration.


Subject(s)
Text Messaging , Young Adult , Humans , Female , Adolescent , Adult , Male , Emergency Service, Hospital , Motivation , Universities , Pennsylvania
11.
Drug Alcohol Depend ; 246: 109848, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36989707

ABSTRACT

BACKGROUND: This study aimed to test the causal effect of different text message interventions on reducing alcohol consumption indirectly by altering desire to get drunk. METHODS: Participants were young adults randomized to interventions with different behavior change techniques: self-monitoring alone (TRACK); pre-drinking plan feedback (PLAN); post-drinking alcohol consumption feedback (USE); pre- and post-drinking goal feedback (GOAL); and a combination of techniques (COMBO) who completed at least 2 days of both pre- and post-drinking assessments over 12 weeks of intervention exposure. On the two days per week they planned to drank alcohol, participants were asked to report desire to get drunk (0 "none" to 8 "completely"). The next day, participants reported drinking quantity. Outcomes included binge drinking (defined as 4+ drinks for a woman and 5+ drinks for a man) and drinks per drinking day. Mediation was tested using path models of simultaneous between-person and within-person effects using maximum likelihood estimation. RESULTS: At the between-person level, controlling for race and baseline AUDIT-C and within-person associations, 35.9 % of the effects of USE and 34.4 % of the effects of COMBO on reducing binge drinking were mediated through desire to get drunk. 60.8 % of the effects of COMBO on reducing drinks per drinking day were mediated through desire to get drunk. We did not find significant indirect effects for any other text-message intervention. DISCUSSION: Findings support the hypothesized mediation model where desire to get drunk partially mediates the effects of a text message intervention using a combination of behavior change techniques on reducing alcohol consumption.


Subject(s)
Alcoholic Intoxication , Alcoholism , Binge Drinking , Text Messaging , Male , Female , Humans , Young Adult , Binge Drinking/prevention & control , Ethanol , Alcohol Drinking/prevention & control
12.
Alcohol Clin Exp Res (Hoboken) ; 47(5): 1010-1021, 2023 May.
Article in English | MEDLINE | ID: mdl-36974483

ABSTRACT

BACKGROUND: Counteracting desires to drink are cognitive processes that exert self-control to mitigate impulses or strengthen other, perhaps more distal, goals to limit consumption. Young adults are particularly challenged by mismatches between self-regulation and desires to drink that make them susceptible to hazardous alcohol use. METHODS: We assessed whether drinking limit goal commitment and goal confidence mediate the association between desire to get drunk and binge drinking (4+ drinks for females and 5+ drinks for males on a given occasion) among young adults exposed to text message goal-related feedback. We randomized 297 young adults to one of two text message interventions that incorporated drinking limit goal-related assessments and feedback over 12 weeks of intervention exposure. On the 2 days per week that they typically drank alcohol, participants were asked to report plans to drink (yes/no). If a drinking plan was endorsed, participants reported their desire to get drunk (0 [not at all] to 8 [completely]), willingness to commit to a drinking limit goal (yes/no), and (contingent on goal commitment) goal confidence (0 [not at all] to 8 [completely]). The next day, participants reported their drinking quantity, coded as a binge drinking day (yes/no). Mediation was tested using path models of simultaneous between- and within-person effects using maximum likelihood. RESULTS: At both within- and between-person levels, we found significant indirect path effects of goal commitment and goal confidence between desire to get drunk and binge drinking. Greater than usual desire to get drunk was associated with lower drinking limit goal commitment and confidence, whereas greater than usual goal commitment and confidence were associated with lower likelihood of same-day binge drinking. DISCUSSION: Findings support a mechanistic model where contextual variations in same-day drinking limit goal commitment and confidence mitigate the path between desire to get drunk and binge drinking among young adults. Employing just-in-time strategies to reinforce drinking limit goal commitment and goal confidence could reduce hazardous drinking and related harms.

13.
JAMA Psychiatry ; 80(5): 409-410, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36920375

ABSTRACT

This Viewpoint proposes a model of cannabis use disorder diagnosis in the context of cannabis for therapeutic purposes that is based on DSM-5 model of diagnosing substance use disorder in the context of prescribed medication use.


Subject(s)
Cannabis , Hallucinogens , Marijuana Abuse , Substance-Related Disorders , Humans , Marijuana Abuse/diagnosis , Substance-Related Disorders/diagnosis , Cannabinoid Receptor Agonists
14.
J Psychopathol Clin Sci ; 132(2): 185-197, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36808962

ABSTRACT

Borderline personality disorder (BPD) is a serious mental illness characterized by instability in affective, cognitive, and interpersonal domains. BPD co-occurs with several mental disorders and has robust, positive associations with the general factors of psychopathology (p-factor) and personality disorders (g-PD). Consequently, some researchers have purported BPD to be a marker of p, such that the core features of BPD reflect a generalized liability to psychopathology. This assertion has largely stemmed from cross-sectional evidence and no research to date has explicated the developmental relationships between BPD and p. The present study aimed to investigate the development of BPD traits and the p-factor by examining predictions of two opposing frameworks: dynamic mutualism theory and the common cause theory. Competing theories were evaluated to determine which perspective best accounted for the relationship of BPD and p from adolescence into young adulthood. Data were drawn from the Pittsburgh Girls Study (PGS; N = 2,450) and included yearly self-assessments of BPD and other internalizing and externalizing indices from ages 14 to 21. Theories were examined using random-intercept cross-lagged panel models (RI-CLPMs) and network models. Results indicated that neither dynamic mutualism nor the common cause theory could fully explain the developmental relations between BPD and p. Instead, both frameworks were partially supported, with p found to strongly predict within-person change in BPD at several ages. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Subject(s)
Borderline Personality Disorder , Female , Adolescent , Humans , Young Adult , Adult , Borderline Personality Disorder/psychology , Cross-Sectional Studies , Symbiosis , Psychopathology , Phenotype
15.
JMIR Form Res ; 7: e39862, 2023 May 04.
Article in English | MEDLINE | ID: mdl-36809294

ABSTRACT

BACKGROUND: Digital just-in-time adaptive interventions can reduce binge-drinking events (BDEs; consuming ≥4 drinks for women and ≥5 drinks for men per occasion) in young adults but need to be optimized for timing and content. Delivering just-in-time support messages in the hours prior to BDEs could improve intervention impact. OBJECTIVE: We aimed to determine the feasibility of developing a machine learning (ML) model to accurately predict future, that is, same-day BDEs 1 to 6 hours prior BDEs, using smartphone sensor data and to identify the most informative phone sensor features associated with BDEs on weekends and weekdays to determine the key features that explain prediction model performance. METHODS: We collected phone sensor data from 75 young adults (aged 21 to 25 years; mean 22.4, SD 1.9 years) with risky drinking behavior who reported their drinking behavior over 14 weeks. The participants in this secondary analysis were enrolled in a clinical trial. We developed ML models testing different algorithms (eg, extreme gradient boosting [XGBoost] and decision tree) to predict same-day BDEs (vs low-risk drinking events and non-drinking periods) using smartphone sensor data (eg, accelerometer and GPS). We tested various "prediction distance" time windows (more proximal: 1 hour; distant: 6 hours) from drinking onset. We also tested various analysis time windows (ie, the amount of data to be analyzed), ranging from 1 to 12 hours prior to drinking onset, because this determines the amount of data that needs to be stored on the phone to compute the model. Explainable artificial intelligence was used to explore interactions among the most informative phone sensor features contributing to the prediction of BDEs. RESULTS: The XGBoost model performed the best in predicting imminent same-day BDEs, with 95% accuracy on weekends and 94.3% accuracy on weekdays (F1-score=0.95 and 0.94, respectively). This XGBoost model needed 12 and 9 hours of phone sensor data at 3- and 6-hour prediction distance from the onset of drinking on weekends and weekdays, respectively, prior to predicting same-day BDEs. The most informative phone sensor features for BDE prediction were time (eg, time of day) and GPS-derived features, such as the radius of gyration (an indicator of travel). Interactions among key features (eg, time of day and GPS-derived features) contributed to the prediction of same-day BDEs. CONCLUSIONS: We demonstrated the feasibility and potential use of smartphone sensor data and ML for accurately predicting imminent (same-day) BDEs in young adults. The prediction model provides "windows of opportunity," and with the adoption of explainable artificial intelligence, we identified "key contributing features" to trigger just-in-time adaptive intervention prior to the onset of BDEs, which has the potential to reduce the likelihood of BDEs in young adults. TRIAL REGISTRATION: ClinicalTrials.gov NCT02918565; https://clinicaltrials.gov/ct2/show/NCT02918565.

16.
Dev Psychopathol ; 35(4): 1775-1793, 2023 Oct.
Article in English | MEDLINE | ID: mdl-35815746

ABSTRACT

Considerable attention has been directed towards studying co-occurring psychopathology through the lens of a general factor (p-factor). However, the developmental trajectory and stability of the p-factor have yet to be fully understood. The present study examined the explanatory power of dynamic mutualism theory - an alternative framework that suggests the p-factor is a product of lower-level symptom interactions that strengthen throughout development. Data were drawn from a population-based sample of girls (N = 2450) who reported on the severity of internalizing and externalizing problems each year from age 14 to age 21. Predictions of dynamic mutualism were tested using three distinct complementary statistical approaches including: longitudinal bifactor models, random-intercept cross-lagged panel models (RI-CLPMs), and network models. Across methods, study results document preliminary support for mutualistic processes in the development of co-occurring psychopathology (that is captured in p). Findings emphasize the importance of exploring alternative frameworks and methods for better understanding the p-factor and its development.


Subject(s)
Mental Disorders , Female , Humans , Adolescent , Psychopathology , Longitudinal Studies
17.
Soc Sci Med ; 317: 115568, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36442301

ABSTRACT

OBJECTIVES: The adverse effect of living alone on health has been well-documented in community-dwelling older adults. A less understood topic in this research area is whether some neighborhood characteristics may mitigate the negative impact of living alone on health outcomes and mortality. This study aimed to extend the existing work on living arrangements and health by examining the potential interactive effect of living alone and perceived neighborhood cohesion on all-cause mortality among older Chinese Americans. METHODS: Data were drawn from 3154 (58.0% female) participants from a prospective cohort study of community-dwelling US older Chinese adults aged 60 and older in the greater Chicago area. Living arrangements and perceived neighborhood cohesion were assessed at baseline from 2011 to 2013. Mortality status was tracked through December 2021. Covariates, including sociodemographic characteristics, health and behavioral covariates, loneliness, depression, and social engagement, were assessed at baseline. Cox proportional hazards regression model was used to test our hypotheses. RESULTS: Living alone was significantly associated with an increased risk of all-cause mortality among participants reporting low levels of perceived neighborhood cohesion but not among those reporting high levels of perceived neighborhood cohesion. This protective effect of perceived neighborhood cohesion was robust to the inclusion of covariates. CONCLUSIONS: Our results suggest that strong perceived neighborhood cohesion may protect against the increased risk of premature mortality associated with living alone in community-dwelling older Chinese Americans.


Subject(s)
Home Environment , Independent Living , Humans , Female , Middle Aged , Aged , Male , Prospective Studies , Residence Characteristics
18.
Addiction ; 118(2): 265-275, 2023 02.
Article in English | MEDLINE | ID: mdl-36305694

ABSTRACT

AIMS: This studys aim is to test the effectiveness of five interventions each utilizing a unique set of behavior change techniques on reducing alcohol consumption at 3 and 6 months among young adults with hazardous drinking. DESIGN, SETTING AND PARTICIPANTS: This study used a five-arm parallel randomized controlled trial with 3- and 6-month follow-ups. Recruitment occurred at four emergency departments in Pittsburgh, PA, USA. Participants were non-treatment-seeking young adults (mean age = 22.1 years; 68.5% female; 37.1% black) who reported hazardous drinking. INTERVENTIONS: Participants were randomized to one of five automated text message interventions for 12 weeks that interacted with participants on the 2 days per week that they typically drank: assisted self-monitoring (TRACK: control condition; n = 245), pre-drinking cognition feedback (PLAN; n = 226), alcohol consumption feedback (USE; n = 235), adaptive goal support (GOAL; n = 214) and a combination of interventions (COMBO; n = 221). MEASUREMENTS: Primary outcome was number of past month binge drinking days at 3-month post-randomization calculated from a 30-day time-line follow-back. Primary intention-to-treat analysis compared PLAN, USE, GOAL and COMBO against TRACK (control condition). The four active conditions were not compared against each other. A secondary outcome, durability of effects, was measured at 6 months. FINDINGS: From baseline to 3-month follow-up (retention = 81.1%), compared with TRACK, in which past-month mean binge drinking days increased from 2.7 to 3.4, mean binge drinking days decreased in COMBO from 3.0 to 2.3 [adjusted ß = -0.52; 95% confidence interval (CI) = -0.77, -0.26], GOAL from 3.0 to 2.6 (adjusted ß = -0.34; 95% CI = -0.59, -0.10) and USE from 3.3 to 2.9 (adjusted ß = -0.38; 95% CI = -0.62, -0.14). At 6 months (retention = 73.8%), COMBO, GOAL, USE and PLAN had significantly lower mean binge drinking days compared with TRACK. CONCLUSION: Text message interventions incorporating feedback on either drinking plans and/or alcohol consumption and/or drinking limit goal support produced small yet durable reductions in binge drinking days in non-treatment-seeking young adults with hazardous drinking.


Subject(s)
Binge Drinking , Text Messaging , Humans , Female , Young Adult , Adult , Male , Binge Drinking/prevention & control , Behavior Therapy/methods , Emergency Service, Hospital , Ethanol , Alcohol Drinking/prevention & control
19.
Addict Behav ; 136: 107499, 2023 01.
Article in English | MEDLINE | ID: mdl-36166981

ABSTRACT

PURPOSE: Behavioral interventions to reduce hazardous drinking are only moderately successful in promoting sustained behavior change and post-intervention effect sizes among adolescents remain modest. This study aimed to explore a relevant therapeutic active ingredient, adolescent:provider alliance, as a moderator of short-term (3 month) adolescent intervention outcomes within the course of a larger parent randomized control trial (RCT). METHODS: Participants were community-based youth engaged in hazardous drinking (N = 168) who were randomized to 2 sessions of either motivational interviewing (MI) or mindfulness (brief adolescent mindfulness; BAM). Youth reported pre-intervention hazardous drinking at baseline and rated therapeutic alliance (a metric of adolescent:provider "connectedness" that helps facilitate working relationships during interventions) immediately post-intervention; they reported hazardous drinking again at 3 months post-intervention. Negative binomial regressions predicted post-intervention hazardous drinking score from adolescent:provider alliance, intervention condition, and their interaction. RESULTS: Mean hazardous drinking was reduced by 34-40 % across both intervention conditions, with no significant between-condition differences. Stronger adolescent:provider alliance was associated with lower hazardous drinking scores at 3 months, but this effect was attenuated after controlling for baseline hazardous drinking. Contrary to predictions, adolescent:provider alliance did not appear to moderate the effect of intervention condition in this sample of young people engaged in hazardous drinking. CONCLUSIONS: Consistent with prior literature, baseline hazardous drinking was a robust predictor of treatment outcomes. At the same time, these results suggest that future work may benefit from continuing to examine and disaggregate the nature of adolescent:provider alliance across the spectrum of empirically supported brief interventions for adolescent hazardous drinking. CLINICAL TRIALS REGISTRATION NUMBER: ClinicalTrials.gov identifier: NCT03367858. Data Sharing Statement: Requests for deidentified individual participant data can be made to the first author.


Subject(s)
Motivational Interviewing , Adolescent , Behavior Therapy , Humans , Motivational Interviewing/methods , Treatment Outcome
20.
Drug Alcohol Depend ; 240: 109620, 2022 11 01.
Article in English | MEDLINE | ID: mdl-36126609

ABSTRACT

BACKGROUND: Population-level statistics on pandemic-related change in substance use can obscure patterns of use (e.g., polysubstance use) within individuals. This longitudinal study used a person-centered approach to identify subgroups with respect to patterns of substance use prior to and during the COVID-19 pandemic, and to examine profile correlates (e.g., socio-demographic characteristics), which can inform tailored intervention. METHODS: The two youngest age cohorts of the Pittsburgh Girls Study (n = 938; 59.1 % Black, 40.9 % White; mean age= 26.2 (SD= 0.8)), a longitudinal community sample, provided data on past year frequency of cigarette/e-cigarette use, binge drinking (>4 drinks per occasion), and cannabis use prior to and during the pandemic, and perceived change in use. Latent profile analysis identified subgroups. Profile correlates were examined (e.g., sociodemographics, COVID-19 infection status and reported exposure, COVID-19 impacts on psychological health and finances). RESULTS: Seven profiles were identified: "Low use", "Occasional binge drinking", "Cannabis use", "Cigarette/e-cigarette & binge drinking", "Occasional binge drinking & cannabis", "Binge drinking & cannabis", and "Polysubstance use". Black women were overrepresented in "Low use", which was associated with fewer pandemic effects on health. Profiles associated with more frequent binge drinking were more likely to report COVID-19 infection, whereas "Cannabis use" had lower reported infection prevalence. "Polysubstance use" had more COVID-related depression and income loss, on average, than "Low use". CONCLUSIONS: Distinct subgroups representing single substance use, co-use, and polysubstance use prior to and during the pandemic were identified. The profiles show differential response to COVID-19 impacts, ranging from relative hardiness to specific needs to guide personalized treatment.


Subject(s)
Binge Drinking , COVID-19 , Electronic Nicotine Delivery Systems , Substance-Related Disorders , Female , Humans , Adult , Binge Drinking/epidemiology , Binge Drinking/psychology , COVID-19/epidemiology , Alcohol Drinking/epidemiology , Alcohol Drinking/psychology , Pandemics , Longitudinal Studies , Substance-Related Disorders/epidemiology , Ethanol
SELECTION OF CITATIONS
SEARCH DETAIL
...