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1.
Ecol Appl ; 34(2): e2934, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38071693

ABSTRACT

Species distribution models are vital to management decisions that require understanding habitat use patterns, particularly for species of conservation concern. However, the production of distribution maps for individual species is often hampered by data scarcity, and existing species maps are rarely spatially validated due to limited occurrence data. Furthermore, community-level maps based on stacked species distribution models lack important community assemblage information (e.g., competitive exclusion) relevant to conservation. Thus, multispecies, guild, or community models are often used in conservation practice instead. To address these limitations, we aimed to generate fine-scale, spatially continuous, nationwide maps for species represented in the North American Breeding Bird Survey (BBS) between 1992 and 2019. We developed ensemble models for each species at three spatial resolutions-0.5, 2.5, and 5 km-across the conterminous United States. We also compared species richness patterns from stacked single-species models with those of 19 functional guilds developed using the same data to assess the similarity between predictions. We successfully modeled 192 bird species at 5-km resolution, 160 species at 2.5-km resolution, and 80 species at 0.5-km resolution. However, the species we could model represent only 28%-56% of species found in the conterminous US BBSs across resolutions owing to data limitations. We found that stacked maps and guild maps generally had high correlations across resolutions (median = 84%), but spatial agreement varied regionally by resolution and was most pronounced between the East and West at the 5-km resolution. The spatial differences between our stacked maps and guild maps illustrate the importance of spatial validation in conservation planning. Overall, our species maps are useful for single-species conservation and can support fine-scale decision-making across the United States and support community-level conservation when used in tandem with guild maps. However, there remain data scarcity issues for many species of conservation concern when using the BBS for single-species models.


Subject(s)
Birds , Ecosystem , Animals , United States
2.
Mol Psychiatry ; 26(8): 4383-4393, 2021 08.
Article in English | MEDLINE | ID: mdl-31719641

ABSTRACT

Opioid use disorder is a major public health crisis. While effective treatments are available, outcomes vary widely across individuals and relapse rates remain high. Understanding neural mechanisms of treatment response may facilitate the development of personalized and/or novel treatment approaches. Methadone-maintained, polysubstance-using individuals (n = 53) participated in fMRI scanning before and after substance-use treatment. Connectome-based predictive modeling (CPM)-a recently developed, whole-brain approach-was used to identify pretreatment connections associated with abstinence during the 3-month treatment. Follow-up analyses were conducted to determine the specificity of the identified opioid abstinence network across different brain states (cognitive vs. reward task vs. resting-state) and different substance use outcomes (opioid vs. cocaine abstinence). Posttreatment fMRI data were used to assess network changes over time and within-subject replication. To determine further clinical relevance, opioid abstinence network strength was compared with healthy subjects (n = 38). CPM identified an opioid abstinence network (p = 0.018), characterized by stronger within-network motor/sensory connectivity, and reduced connectivity between the motor/sensory network and medial frontal, default mode, and frontoparietal networks. This opioid abstinence network was anatomically distinct from a previously identified cocaine abstinence network. Relationships between abstinence and opioid and cocaine abstinence networks replicated across multiple brain states but did not generalize across substances. Network connectivity measured at posttreatment related to abstinence at 6-month follow-up (p < 0.009). Healthy comparison subjects displayed intermediate network strengths relative to treatment responders and nonresponders. These data indicate dissociable anatomical substrates of opioid vs. cocaine abstinence. Results may inform the development of novel opioid-specific treatment approaches to combat the opioid epidemic.


Subject(s)
Cocaine-Related Disorders , Cocaine , Connectome , Opioid-Related Disorders , Analgesics, Opioid , Brain/diagnostic imaging , Cocaine-Related Disorders/diagnostic imaging , Humans , Magnetic Resonance Imaging , Opioid-Related Disorders/diagnostic imaging
3.
Ecol Appl ; 32(6): e2624, 2022 09.
Article in English | MEDLINE | ID: mdl-35404493

ABSTRACT

Human activities alter ecosystems everywhere, causing rapid biodiversity loss and biotic homogenization. These losses necessitate coordinated conservation actions guided by biodiversity and species distribution spatial data that cover large areas yet have fine-enough resolution to be management-relevant (i.e., ≤5 km). However, most biodiversity products are too coarse for management or are only available for small areas. Furthermore, many maps generated for biodiversity assessment and conservation do not explicitly quantify the inherent tradeoff between resolution and accuracy when predicting biodiversity patterns. Our goals were to generate predictive models of overall breeding bird species richness and species richness of different guilds based on nine functional or life-history-based traits across the conterminous United States at three resolutions (0.5, 2.5, and 5 km) and quantify the tradeoff between resolution and accuracy and, hence, relevance for management of the resulting biodiversity maps. We summarized 18 years of North American Breeding Bird Survey data (1992-2019) and modeled species richness using random forests, including 66 predictor variables (describing climate, vegetation, geomorphology, and anthropogenic conditions), 20 of which we newly derived. Among the three spatial resolutions, the percentage variance explained ranged from 27% to 60% (median = 54%; mean = 57%) for overall species richness and 12% to 87% (median = 61%; mean = 58%) for our different guilds. Overall species richness and guild-specific species richness were best explained at 5-km resolution using ~24 predictor variables based on percentage variance explained, symmetric mean absolute percentage error, and root mean square error values. However, our 2.5-km-resolution maps were almost as accurate and provided more spatially detailed information, which is why we recommend them for most management applications. Our results represent the first consistent, occurrence-based, and nationwide maps of breeding bird richness with a thorough accuracy assessment that are also spatially detailed enough to inform local management decisions. More broadly, our findings highlight the importance of explicitly considering tradeoffs between resolution and accuracy to create management-relevant biodiversity products for large areas.


Subject(s)
Birds , Ecosystem , Animals , Biodiversity , Human Activities , Humans , United States
4.
J Ethn Subst Abuse ; : 1-21, 2022 Jun 17.
Article in English | MEDLINE | ID: mdl-35714996

ABSTRACT

There are few available culturally and linguistically adapted behavioral health interventions for substance use among Spanish-speaking adults. The authors describe the cultural adaptation of an innovative computer-based training for cognitive behavioral therapy program (CBT4CBT). Based in cognitive-behavioral skills training, CBT4CBT utilizes a telenovela to teach monolingual Spanish-speaking adults who have migrated to the United States to recognize triggers; avoid these situations; and cope more effectively with the consequences of substance use. Participants endorsed high levels of satisfaction with the program content and found the material to be easy to understand and relevant to their life experiences.

5.
J Relig Health ; 61(5): 4139-4154, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35305222

ABSTRACT

Although many studies have examined religiosity as a protective factor for substance use, few have considered its relationship to treatment outcomes among Latinx adults. Using data from 89 individuals participating in a randomized clinical trial evaluating a culturally adapted Spanish-language version of web-based cognitive behavioral therapy (CBT4CBT-Spanish) for substance use, we evaluated the relationship between religiosity, as measured by the Religious Background and Behavior questionnaire, and treatment outcomes. Overall, there were few significant correlations between religiosity scores and treatment outcomes. Past-year religiosity was positively correlated with one measure of abstinence for those randomized to CBT4CBT-Spanish, but this did not persist during a six-month follow-up period. Findings suggest that religiosity may be associated with short-term abstinence outcomes among Latinx adults receiving a culturally adapted cognitive behavioral therapy treatment. However, additional research is needed with larger and more heterogenous Latinx populations.


Subject(s)
Spiritual Therapies , Substance-Related Disorders , Adult , Humans , Religion , Spirituality , Substance-Related Disorders/psychology , Substance-Related Disorders/therapy , Treatment Outcome
6.
Alcohol Alcohol ; 56(5): 535-544, 2021 Aug 30.
Article in English | MEDLINE | ID: mdl-33778869

ABSTRACT

AIMS: This meta-analysis reviewed 15 clinical trials (18 study sites/arms), examining the efficacy of an integrated cognitive-behavioral intervention (CBI) delivered to individuals with an alcohol or other drug use disorder and a co-occurring mental health disorder (AOD/MHD). Outcomes were alcohol or other drug use and mental health symptoms at post-treatment through follow-up. METHODS: The inverse-variance weighted effect size was calculated for each study and pooled under random effects assumptions. RESULTS: Integrated CBI showed a small effect size for AOD (g = 0.188, P = 0.061; I2 = 86%, τ2 = 0.126, k = 18) and MHD (g = 0.169, P = 0.024; I2 = 58%, τ2 = 0.052, k = 18) outcomes, although only MHD outcomes were statistically significant. Analysis by subgroup suggested that effect magnitude varied by type of contrast condition (integrated CBI + usual care vs. usual care only; integrated CBI vs. a single-disorder intervention), follow-up time point (post-treatment vs. 3-6 months) and primary AOD/MHD diagnosis, although these sub-groups often contained significant residual heterogeneity. In a series of mixed effects, meta-regression models, demographic factors were non-significant predictors of between-study heterogeneity. For AOD outcomes, greater effects were observed in higher quality studies, but study quality was not related to effect size variability for MHD outcomes. CONCLUSIONS: The current meta-analysis shows a small and variable effect for integrated CBI with the most promising effect sizes observed for integrated CBI compared with a single disorder intervention (typically an AOD-only intervention) for follow-up outcomes, and for interventions targeting alcohol use and/or post-traumatic stress disorder. Given the clinical and methodological variability within the sample, results should be considered a preliminary, but important step forward in our understanding of treatment for co-occurring AOD/MHD.


Subject(s)
Cognitive Behavioral Therapy , Mental Disorders/therapy , Substance-Related Disorders/therapy , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Randomized Controlled Trials as Topic , Young Adult
7.
Monogr Soc Res Child Dev ; 86(3): 7-154, 2021 09.
Article in English | MEDLINE | ID: mdl-34580875

ABSTRACT

An important part of children's social and cognitive development is their understanding that people are psychological beings with internal, mental states including desire, intention, perception, and belief. A full understanding of people as psychological beings requires a representational theory of mind (ToM), which is an understanding that mental states can faithfully represent reality, or misrepresent reality. For the last 35 years, researchers have relied on false-belief tasks as the gold standard to test children's understanding that beliefs can misrepresent reality. In false-belief tasks, children are asked to reason about the behavior of agents who have false beliefs about situations. Although a large body of evidence indicates that most children pass false-belief tasks by the end of the preschool years, the evidence we present in this monograph suggests that most children do not understand false beliefs or, surprisingly, even true beliefs until middle childhood. We argue that young children pass false-belief tasks without understanding false beliefs by using perceptual access reasoning (PAR). With PAR, children understand that seeing leads to knowing in the moment, but not that knowing also arises from thinking or persists as memory and belief after the situation changes. By the same token, PAR leads children to fail true-belief tasks. PAR theory can account for performance on other traditional tests of representational ToM and related tasks, and can account for the factors that have been found to correlate with or affect both true- and false-belief performance. The theory provides a new laboratory measure which we label the belief understanding scale (BUS). This scale can distinguish between a child who is operating with PAR versus a child who is understanding beliefs. This scale provides a method needed to allow the study of the development of representational ToM. In this monograph, we report the outcome of the tests that we have conducted of predictions generated by PAR theory. The findings demonstrated signature PAR limitations in reasoning about the mind during the ages when children are hypothesized to be using PAR. In Chapter II, secondary analyses of the published true-belief literature revealed that children failed several types of true-belief tasks. Chapters III through IX describe new empirical data collected across multiple studies between 2003 and 2014 from 580 children aged 4-7 years, as well as from a small sample of 14 adults. Participants were recruited from the Phoenix, Arizona metropolitan area. All participants were native English-speakers. Children were recruited from university-sponsored and community preschools and daycare centers, and from hospital maternity wards. Adults were university students who participated to partially fulfill course requirements for research participation. Sociometric data were collected only in Chapter IX, and are fully reported there. In Chapter III, minor alterations in task procedures produced wide variations in children's performance in 3-option false-belief tasks. In Chapter IV, we report findings which show that the developmental lag between children's understanding ignorance and understanding false belief is longer than the lag reported in previous studies. In Chapter V, children did not distinguish between agents who have false beliefs versus agents who have no beliefs. In Chapter VI, findings showed that children found it no easier to reason about true beliefs than to reason about false beliefs. In Chapter VII, when children were asked to justify their correct answers in false-belief tasks, they did not reference agents' false beliefs. Similarly, in Chapter VIII, when children were asked to explain agents' actions in false-belief tasks, they did not reference agents' false beliefs. In Chapter IX, children who were identified as using PAR differed from children who understood beliefs along three dimensions-in levels of social development, inhibitory control, and kindergarten adjustment. Although the findings need replication and additional studies of alternative interpretations, the collection of results reported in this monograph challenges the prevailing view that representational ToM is in place by the end of the preschool years. Furthermore, the pattern of findings is consistent with the proposal that PAR is the developmental precursor of representational ToM. The current findings also raise questions about claims that infants and toddlers demonstrate ToM-related abilities, and that representational ToM is innate.


Subject(s)
Theory of Mind , Adult , Child , Child Development , Child, Preschool , Cognition , Female , Humans , Infant , Pregnancy , Problem Solving
8.
Am J Addict ; 28(4): 238-245, 2019 07.
Article in English | MEDLINE | ID: mdl-31165574

ABSTRACT

BACKGROUND AND OBJECTIVES: Concurrent use of cocaine and opioids is a persistent and challenging problem, particularly within methadone maintenance settings, and there are no approved pharmacotherapies for this population. Galantamine, a cholinesterase inhibitor, was found in a randomized clinical trial to reduce cocaine use among methadone-maintained individuals who were also cocaine dependent. Because of the potential of galantamine to reduce multiple drugs of abuse, it may also reduce opioid use. METHODS: We conducted a secondary analysis of a randomized, double-blind, placebo-controlled trial of 120 methadone-maintained individuals with concurrent cocaine dependence. Participants were randomized to galantamine or placebo in a 12-week trial with a 6-month follow-up (97% of intention to treat sample reached for final follow-up). RESULTS: There was a significant main effect for galantamine over placebo on percent of urine specimens that were negative for opioids, both within treatment (77% for galantamine vs 62% for placebo, F = 5.0, P = 0.027) and through a 6-month follow-up (81% vs 59%, respectively, F = 10.8, P = 0.001). This effect was seen regardless of whether participants used nonprescribed opioids during the baseline period. Galantamine effects were seen early in treatment, with participants in placebo submitting the first opioid-positive urine specimen significantly sooner than participants in galantamine (median day 15 vs 53, Wilcoxon = 5.7, P = 0.02). CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: If these results are supported in future trials, galantamine may hold promise across multiple drugs of abuse, including opioids. (Am J Addict 2019;28:238-245).


Subject(s)
Analgesics, Opioid/therapeutic use , Cholinesterase Inhibitors/therapeutic use , Cocaine-Related Disorders/drug therapy , Galantamine/therapeutic use , Methadone/therapeutic use , Opiate Substitution Treatment/methods , Opioid-Related Disorders/drug therapy , Adolescent , Adult , Aged , Cocaine-Related Disorders/epidemiology , Double-Blind Method , Female , Follow-Up Studies , Humans , Male , Middle Aged , Opioid-Related Disorders/diagnosis , Treatment Outcome , Young Adult
9.
Subst Abus ; 40(2): 132-135, 2019.
Article in English | MEDLINE | ID: mdl-30714880

ABSTRACT

Background: Despite the clear success of office-based buprenorphine treatment in increasing availability of effective treatment for opioid use disorder, constraints on its effectiveness include high attrition and limited high-quality behavioral care in many areas. Web-based interventions may be a novel strategy for providing evidence-based behavioral care to individuals receiving office-based buprenorphine maintenance. This report describes modification and initial pilot testing of Web-based training in cognitive-behavioral therapy (CBT4CBT) specifically for use with individuals in office-based buprenorphine. Methods: Twelve-week randomized pilot trial evaluating effects of CBT4CBT-Buprenophine in retaining participants and reducing drug use with respect to standard office-based buprenorphine alone was carried out. Twenty individuals meeting DSM-5 (Diagnostic and Statistical Manual of Mental Disorders, 5th Edition) criteria for current opioid use disorder were randomized to standard buprenorphine treatment or buprenorphine plus access to CBT4CBT-Buprenorphine. Results: There were promising findings regarding rates of urine toxicology screens negative for opioids (91% versus 64%; P = .05, effect size d = 0.88) and all drugs (82% versus 30%; P = .004, d = 1.2). Individuals randomized to CBT4CBT-Buprenorphine completed a mean of 82.6 (SD = 4.4) days of treatment (of a possible 84) compared with 68.6 (SD = 32.6) for those assigned to standard buprenorphine treatment. Conclusions: Although preliminary and limited by the small sample size, this trial suggests the feasibility and promise of validated, Web-based interventions, tailored for this specific patient population, for improving outcomes in office-based buprenorphine.


Subject(s)
Analgesics, Opioid/therapeutic use , Buprenorphine/therapeutic use , Cognitive Behavioral Therapy/methods , Internet-Based Intervention , Opiate Substitution Treatment , Opioid-Related Disorders/therapy , Retention in Care , Adult , Ambulatory Care , Combined Modality Therapy , Female , Humans , Male , Middle Aged , Pilot Projects , Treatment Outcome
10.
Health Care Manage Rev ; 44(3): 224-234, 2019.
Article in English | MEDLINE | ID: mdl-28837500

ABSTRACT

BACKGROUND: The role played by remuneration strategies in motivating health care professionals is one of the most studied factors. Some studies of nursing home (NH) services, while considering wages and labor market characteristics, do not explicitly account for the influence of the contract itself. PURPOSE: This study investigates the relationship between the labor contracts applied in 62 Tuscan NHs and NH aides' job satisfaction with two aims: to investigate the impact of European contracts on employee satisfaction in health care services and to determine possible limitations of research not incorporating these contracts. METHODOLOGY: We apply a multilevel model to data gathered from a staff survey administered in 2014 to all employees of 62 NHs to analyze two levels: individual and NH. Labor contracts were introduced into the model as a variable of NH. RESULTS: Findings show that the factors influencing nursing aides' satisfaction occur at both the individual and NH levels. Organizational characteristics explain 16% of the variation. For individual characteristics, foreign and temporary workers emerge as more satisfied than others. For NH variables, results indicate that the labor contract with the worst conditions is not associated with lower workers' satisfaction. CONCLUSION: Although working conditions play a relevant role in the job satisfaction of aides, labor contracts do not seem to affect it. Interestingly, aides of the NHs with the contract having the best conditions register a significantly lower level of satisfaction compared to the NHs with the worst contract conditions. This suggests that organizational factors such as culture, team work, and other characteristics, which were not explicitly considered in this study, may be more powerful sources of worker satisfaction than labor contracts. PRACTICE IMPLICATIONS: Our analysis has value as a management tool to consider alternative sources as well as the labor contract for employee incentives.


Subject(s)
Collective Bargaining , Contract Services/organization & administration , Job Satisfaction , Nursing Homes/organization & administration , Adult , Collective Bargaining/organization & administration , Female , Health Personnel/psychology , Health Personnel/statistics & numerical data , Humans , Italy , Male , Middle Aged , Nursing Assistants/organization & administration , Nursing Assistants/psychology , Nursing Assistants/statistics & numerical data
11.
Am J Public Health ; 108(11): 1535-1542, 2018 11.
Article in English | MEDLINE | ID: mdl-30252519

ABSTRACT

OBJECTIVES: To evaluate whether adding Web-based cognitive behavioral treatment (CBT) to standard outpatient psychiatric or addiction treatment improved substance use outcomes. METHODS: We conducted a randomized clinical trial in New Haven, Connecticut, between 2014 and 2017 comparing 8 weeks of standard outpatient treatment to the same treatment with access to a culturally adapted version of Web-based CBT with a 6-month follow-up. Participants were 92 treatment-seeking individuals with Spanish as their primary language and current substance use disorder, with few other restrictions. RESULTS: Treatment completion and data availability were high (98% of the randomized sample). For the primary outcome (change in frequency of primary substance used), there was a significant effect of treatment condition by time (t 1, 718 = -2.64; 95% confidence interval = -0.61, 0.09; P = .01), indicating significantly greater reductions for those assigned to Web CBT, which were durable through the 6-month follow-up. The knowledge test indicated significantly greater increases for those assigned to Web CBT. CONCLUSIONS: Adding a culturally adapted version of Web-based CBT to standard treatment improved substance use outcomes. Public Health Implications. This approach has high potential to address health disparities by providing an easily accessible, inexpensive form of evidence-based treatment to a range of Latinos with substance use disorders.


Subject(s)
Cognitive Behavioral Therapy , Hispanic or Latino/psychology , Internet , Substance-Related Disorders/psychology , Substance-Related Disorders/therapy , Adult , Connecticut , Culturally Competent Care , Female , Humans , Male , Treatment Outcome
12.
Alcohol Clin Exp Res ; 2018 Jun 05.
Article in English | MEDLINE | ID: mdl-29870051

ABSTRACT

BACKGROUND: Most clinical trials evaluating treatments for alcohol use target individuals meeting diagnostic criteria for alcohol use disorder (AUD), but few address change in diagnostic status following treatment or as a potential outcome indicator. This study evaluated whether DSM-5 AUD total criteria count or severity category was sensitive to change over time and treatment effects. METHODS: Data were drawn from a randomized clinical trial that evaluated the efficacy of computer-based cognitive behavioral therapy program (CBT4CBT) for AUD. Sixty-eight individuals were randomized to 1 of the 3 weekly outpatient treatments for an 8-week period: (i) treatment as usual (TAU), (ii) TAU+CBT4CBT, and (iii) CBT4CBT+brief monitoring. Structured clinical interviews were used to determine current (past 30 days) AUD diagnosis at baseline, end-of-treatment, and 6 months following end-of-treatment. Change in the total number of DSM criteria endorsed, as well as severity categories (mild, moderate, severe), was evaluated across time and by treatment condition. RESULTS: Generalized Poisson's linear mixed models revealed a significant reduction in the number of DSM criteria from baseline to treatment end point [time effect χ2 (1) = 35.54, p < 0.01], but no significant interactions between time and treatment condition. Fewer total criteria endorsed, as well as achieving at least a 2-level reduction in AUD severity category at end-of-treatment, were associated with better outcomes during follow-up. Chi-square results indicated a greater proportion of individuals assigned to TAU+CBT4CBT had at least a 2-level reduction in severity category compared to TAU, at trend-level significance [χ2 (2, 54) = 5.13, p = 0.07], consistent with primary alcohol use outcomes in the main trial. CONCLUSIONS: This is the first study to demonstrate change in DSM-5 AUD total criteria count, as well as severity category, in a randomized clinical trial. These findings offer support for their use as a potential clinically meaningful outcome indicator.

13.
Addict Biol ; 23(1): 394-402, 2018 01.
Article in English | MEDLINE | ID: mdl-28150390

ABSTRACT

Alterations in neural structure have been reported in both cocaine-use disorder and gambling disorder, separately, suggesting similarities across addiction diagnoses. Individual variation in neural structure has also been associated with impulsivity, a dimensional construct implicated in addictions. This study combines categorical (diagnosis-based) and dimensional (transdiagnostic) approaches to identify neural structural alterations linked to addiction subtypes and trait impulsivity, respectively, across individuals with gambling disorder (n = 35), individuals with cocaine-use disorder (n = 37) and healthy comparison individuals (n = 37). High-resolution T1-weighted data were analyzed using modulated voxel-based morphometry (VBM). Statistical analyses were conducted using whole-brain general-linear models, corrected for family-wise error (pFWE < .05). Categorical analyses indicated a main effect of diagnostic group on prefrontal (dorsal anterior cingulate and ventromedial prefrontal cortex) gray matter volumes (GMVs), involving decreased GMVs among cocaine-use disorder participants only. Dimensional analyses indicated a negative association between trait impulsivity and cortical (insula) and subcortical (amygdala and hippocampus) GMVs across all participants. Conjunction analysis indicated little anatomical overlap between regions identified as differentiating diagnostic groups and regions covarying with impulsivity. These data provide first evidence of neural structural differences between gambling disorder and an illicit substance-use disorder. They further indicate dissociable effects of diagnostic groupings and trait impulsivity on neural structure among individuals with behavioral and drug addictions. Study findings highlight the importance of considering both categorical and dimensional (e.g. Research Domain Criteria; RDoC) analysis approaches within the context of addictions research.


Subject(s)
Cocaine-Related Disorders/diagnostic imaging , Gambling/diagnostic imaging , Gray Matter/diagnostic imaging , Adult , Amygdala/diagnostic imaging , Brain/diagnostic imaging , Case-Control Studies , Cerebral Cortex/diagnostic imaging , Cocaine-Related Disorders/psychology , Female , Gambling/psychology , Gray Matter/pathology , Gyrus Cinguli/diagnostic imaging , Hippocampus/diagnostic imaging , Humans , Impulsive Behavior , Magnetic Resonance Imaging , Male , Middle Aged , Organ Size , Prefrontal Cortex/diagnostic imaging
14.
Am J Addict ; 2018 Jun 20.
Article in English | MEDLINE | ID: mdl-29923665

ABSTRACT

BACKGROUND: Cognitive-behavior therapy (CBT) for substance use disorder is empirically supported, and may be associated with change in affect over time. OBJECTIVES: Understanding the role of affect in cocaine use disorder could help to improve CBT outcomes. METHODS: This secondary analysis included 140 adults with cocaine use disorder, 57.9% female, drawn from two randomized controlled studies of web-based cognitive-behavior therapy who completed the Positive and Negative Affect Scale (PANAS) before and during treatment. RESULTS: In mixed-effects regression models, baseline negative affect (NA) scores were not associated with self-reported cocaine use during treatment, but baseline PA scores were associated with less frequent cocaine use (ß = -0.04, p = .02). During treatment, NA scores reduced over time in CBT and treatment as usual (ß = -0.27, p < .01), although PA scores did not change. Higher weekly NA scores were associated with weekly cocaine use (ß = .02, SE = .01, t(746.15) = 2.37, p = .02), although weekly PANAS PA scores were not associated with weekly cocaine use. DISCUSSION AND CONCLUSIONS: Results indicated that individuals with higher baseline PA were more likely to abstain from cocaine use during treatment, even when controlling for baseline cocaine use frequency. Although baseline NA was not associated with cocaine use, NA during treatment was associated with greater cocaine use. SCIENTIFIC SIGNIFICANCE: PA at baseline and NA during treatment were associated with cocaine use. If findings are replicated, treatment developers may wish to include treatment interventions to boost early PA and reduce NA throughout treatment. (Am J Addict 2018;XX:1-8).

15.
Nicotine Tob Res ; 19(6): 716-722, 2017 Jun 01.
Article in English | MEDLINE | ID: mdl-28486711

ABSTRACT

INTRODUCTION: Research suggests that a blunted response to nondrug rewards, especially under conditions associated with strong cigarette cravings, is associated with reduced abstinence motivation in daily smokers. One limitation of previous studies is that they have largely focused on monetary rewards as broad representative of nondrug rewards. It remains unclear whether craving dampens responses to more abstract nondrug rewards, such as personal values. Personal values often have a positive valence and are frequently assumed to remain stable across time and situations. However, there may be time-varying and contextual influences on smokers' appraisal of values in daily life. Characterizing fluctuations in value importance in relation to relapse precipitants (eg, craving) may inform interventions that leverage personal values as motivation for cessation. METHODS: Daily smokers (n = 18) completed ecological momentary assessment surveys measuring the importance of specific personal values and smoking-related variables during 8 days of monetarily reinforced cigarette abstinence. We hypothesized that value ratings would demonstrate adequate within-person heterogeneity for multilevel modeling and that within-person fluctuations in craving would be negatively related to valuing personal health. RESULTS: All values demonstrated adequate within-person variability for multilevel modeling. Within-person craving was negatively related to health valuation (p = .012) and a cross-level interaction (p > .0001) suggested this effect is stronger for individuals who report greater overall craving. CONCLUSIONS: Greater craving is associated with decreased importance of personal health in the moment, particularly for those with high average levels of craving. Timely interventions that bolster importance of health during moments of elevated craving can potentially improve cessation outcomes. IMPLICATIONS: This study builds on research highlighting the positive influence of personal values in motivating behavior change. Values are an often used, but poorly studied, construct that has considerable utility in smoking cessation. Valuing personal health is frequently reported as a primary motivator for a quit attempt. Inasmuch as personal health is a distal nondrug reward used to motivate smoking abstinence, naturalistic evaluation of health importance, and motivators for continued smoking (ie, craving) could inform the timing and content of smoking treatment. This study is among the first to evaluate momentary assessment of personal values and craving within daily life.


Subject(s)
Attitude to Health , Craving , Reward , Smoking Cessation/psychology , Smoking/psychology , Tobacco Use Disorder/psychology , Humans , Motivation
16.
J Ethn Subst Abuse ; 16(4): 445-459, 2017.
Article in English | MEDLINE | ID: mdl-28441119

ABSTRACT

Multiple randomized clinical trials (RCTs) have evaluated a range of treatments for cocaine dependence, but few of these have focused specifically on the racial diversity observed among cocaine-dependent patients. The present analyses evaluated racial variation in cocaine use and addiction-related psychosocial outcomes at baseline and follow-up among 388 African American and White adults participating in 1 of 5 RCTs evaluating a range of pharmacological and behavioral treatments for cocaine use disorders. General linear modeling (GLM) indicated significant racial variation in cocaine and psychosocial indicators at baseline. At baseline, there were significant racial differences in the number of days paid for work in the 30 days prior to the study, age, days of cocaine use in the past month, age of first cocaine use, psychosocial problems (i.e., employment, cocaine, legal, and family), public assistance status, and prevalence of lifetime anxiety disorders. There were no significant main or interaction effects of race and study on treatment outcomes at posttreatment. These findings suggest that despite significant racial differences at baseline, the pharmacological and behavioral treatments resulted in fairly comparable outcomes across racial groups in these 5 RCTs.


Subject(s)
Behavior Therapy/methods , Black or African American/statistics & numerical data , Cocaine-Related Disorders/therapy , White People/statistics & numerical data , Adult , Black or African American/psychology , Cocaine-Related Disorders/ethnology , Cocaine-Related Disorders/psychology , Female , Follow-Up Studies , Humans , Linear Models , Male , Middle Aged , Randomized Controlled Trials as Topic , Treatment Outcome , White People/psychology
17.
Alcohol Clin Exp Res ; 40(9): 1991-2000, 2016 09.
Article in English | MEDLINE | ID: mdl-27488212

ABSTRACT

BACKGROUND: Cognitive behavioral therapy (CBT) is an evidence-based treatment for alcohol use disorders (AUDs), yet is rarely implemented with high fidelity in clinical practice. Computer-based delivery of CBT offers the potential to address dissemination challenges, but to date there have been no evaluations of a web-based CBT program for alcohol use within a clinical sample. METHODS: This study randomized treatment-seeking individuals with a current AUD to 1 of 3 treatments at a community outpatient facility: (i) standard treatment as usual (TAU); (ii) TAU plus on-site access to a computerized CBT targeting alcohol use (TAU + CBT4CBT); or (iii) CBT4CBT plus brief weekly clinical monitoring (CBT4CBT + monitoring). Participant alcohol use was assessed weekly during an 8-week treatment period, as well as 1, 3, and 6 months after treatment. RESULTS: Sixty-eight individuals (65% male; 54% African American) were randomized (TAU = 22; TAU + CBT4CBT = 22; CBT4CBT + monitoring = 24). There were significantly higher rates of treatment completion among participants assigned to 1 of the CBT4CBT conditions compared to TAU (Wald = 6.86, p < 0.01). Significant reductions in alcohol use were found across all conditions within treatment, with participants assigned to TAU + CBT4CBT demonstrating greater increases in percentage of days abstinent (PDA) compared to TAU, t(536.4) = 2.68, p < 0.01, d = 0.71, 95% CI (0.60, 3.91), for the full sample. Preliminary findings suggest the estimated costs of all self-reported AUD-related services utilized by participants were considerably lower for those assigned to CBT4CBT conditions compared to TAU, both within treatment and during follow-up. CONCLUSIONS: This trial demonstrated the safety, feasibility, and preliminary efficacy of web-based CBT4CBT targeting alcohol use. CBT4CBT was superior to TAU at increasing PDA when delivered as an add-on, and it was not significantly different from TAU or TAU + CBT4CBT when delivered with clinical monitoring only.


Subject(s)
Alcohol-Related Disorders/therapy , Ambulatory Care/methods , Cognitive Behavioral Therapy/methods , Substance Abuse Treatment Centers/methods , Therapy, Computer-Assisted/methods , Virtual Reality Exposure Therapy/methods , Adult , Alcohol-Related Disorders/diagnosis , Alcohol-Related Disorders/psychology , Ambulatory Care/standards , Cognitive Behavioral Therapy/standards , Female , Humans , Male , Middle Aged , Substance Abuse Treatment Centers/standards , Therapy, Computer-Assisted/standards , Treatment Outcome , Virtual Reality Exposure Therapy/standards
19.
Am J Addict ; 25(7): 529-32, 2016 10.
Article in English | MEDLINE | ID: mdl-27658192

ABSTRACT

BACKGROUND AND OBJECTIVES: Cognitive reappraisal (CR) and emotional suppression (ES), two emotion regulation strategies, are disrupted in other substance use disorders but have not been studied in cocaine dependence. METHODS: Methadone-maintained individuals with cocaine dependence (N = 72) completed assessment of CR, ES, cocaine use, and psychiatric symptoms. RESULTS: CR scores were associated with lower depression scores (r = -.29, p = .01), but not with cocaine abstinence during 8 weeks of treatment (r = .12, p = .29). CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: CR appeared relevant to cocaine-dependent individuals' depression, but was not associated with abstinence or treatment outcome. (Am J Addict 2016;25:529-532).


Subject(s)
Analgesics, Opioid/therapeutic use , Cocaine-Related Disorders/rehabilitation , Cognition , Emotions , Methadone/therapeutic use , Opiate Substitution Treatment/psychology , Adult , Cocaine-Related Disorders/psychology , Cognitive Behavioral Therapy , Combined Modality Therapy , Depression/diagnosis , Depression/etiology , Female , Humans , Male , Treatment Outcome
20.
Am J Drug Alcohol Abuse ; 42(2): 203-12, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26905228

ABSTRACT

BACKGROUND: The Positive and Negative Affect Schedule (PANAS) is a widely used measure of affect. A comprehensive psychometric evaluation among substance users, however, has not been published. OBJECTIVE: To examine the psychometric properties of the PANAS in a sample of outpatient treatment substance users. METHODS: We used pooled data from four randomized clinical trials (N = 416; 34% female, 48% African American). RESULTS: A confirmatory factor analysis indicated adequate support for a two-factor correlated model comprised of Positive Affect and Negative Affect with correlated item errors (Comparative Fit Index = 0.93, Root Mean Square Error of Approximation = 0.07, χ(2) = 478.93, df = 156). Cronbach's α indicated excellent internal consistency for both factors (0.90 and 0.91, respectively). The PANAS factors had good convergence and discriminability (Composite Reliability > 0.7; Maximum Shared Variance < Average Variance Extracted). A comparison from baseline to Week 1 indicated acceptable test-retest reliability (Positive Affect = 0.80, Negative Affect = 0.76). Concurrent and discriminant validity were demonstrated with correlations with the Brief Symptom Inventory and Addiction Severity Index. The PANAS scores were also significantly correlated with treatment outcomes (e.g. Positive Affect was associated with the maximum days of consecutive abstinence from primary substance of abuse, r = 0.16, p = 0.001). CONCLUSION: Our data suggest that the psychometric properties of the PANAS are retained in substance using populations. Although several studies have focused on the role of Negative Affect, our findings suggest that Positive Affect may also be an important factor in substance use treatment outcomes.


Subject(s)
Affect , Behavior Rating Scale , Drug Users/psychology , Factor Analysis, Statistical , Female , Humans , Male , Psychometrics , Reproducibility of Results
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