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1.
J Clin Transl Sci ; 8(1): e61, 2024.
Article in English | MEDLINE | ID: mdl-38655454

ABSTRACT

Objective: Researchers from underrepresented groups leave research positions at a disproportionate rate. We aim to identify factors associated with self-efficacy in career advancement and career commitment among underrepresented post-doctoral fellows and early-career faculty. Methods: Building Up is a cluster-randomized trial with 25 academic health institutions. In September-October 2020, 219 Building Up participants completed the pre-intervention assessment, which included questions on demographics, science identity, mentoring, self-efficacy in career advancement (i.e., advancement is open to me, confidence in career progression, confidence in overcoming professional barriers), and career commitment (i.e., intent to continue research training or studying in a field related to biomedical sciences). Using logistic and multinomial logistic regression, we identified characteristics independently associated with self-efficacy in career advancement and career commitment. Results: The cohort is 80% female, 33% non-Hispanic/Latinx Black, and 34% Hispanic/Latinx. Having mentors that address diversity was significantly associated with the belief that advancement is open to them (OR = 1.7). Higher science identity (OR = 4.0) and having mentors that foster independence (OR = 1.8) were significantly associated with confidence in career progression. Higher science identity was also significantly associated with confidence in overcoming professional barriers (OR = 2.3) and intent to continue studying in a field related to biomedical sciences (OR = 3.3). Higher age (OR = 2.3) and higher science identity (OR = 4.2) were significantly associated with intent to continue research training. Discussion: Science identity and mentoring play key roles in self-efficacy in career advancement and career commitment. These factors may contribute to retention of underrepresented early-career biomedical researchers.

2.
J Clin Transl Sci ; 7(1): e100, 2023.
Article in English | MEDLINE | ID: mdl-37250996

ABSTRACT

Introduction: Underrepresented researchers face more challenges than their well-represented counterparts. Perseverance and consistency of interest are associated with career success in well-represented physicians. Therefore, we examined associations of perseverance and consistency of interest with Clinical Research Appraisal Inventory (CRAI), science identity, and other factors related to career success among underrepresented post-doctoral fellows and early-career faculty. Methods: This is a cross-sectional analysis of data collected from September to October 2020 among 224 underrepresented early-career researchers at 25 academic medical centers in the Building Up Trial. We used linear regression to test associations of perseverance and consistency of interest scores with CRAI, science identity, and effort/reward imbalance (ERI) scores. Results: The cohort is 80% female, 33% non-Hispanic Black, and 34% Hispanic. The median perseverance and consistency of interest scores were 3.8 (25th-75th percentile: 3.7,4.2) and 3.7 (25th-75th percentile: 3.2, 4.0), respectively. Higher perseverance was associated with a higher CRAI score (ß = 0.82; 95% CI = 0.30, 1.33, p = 0.002) and science identity (ß = 0.44; 95% CI = 0.19, 0.68, p = 0.001). Higher consistency of interest was associated with a higher CRAI score (ß = 0.60; 95% CI = 0.23, 0.96, p = 0.001) and higher science identity score (ß = 0.20; 95% CI = 0.03, 0.36, p = 0.02), while lower consistency of interest was associated with imbalance favoring effort (ß = -0.22; 95% CI = -0.33, -0.11, p = 0.001). Conclusions: We found that perseverance and consistency of interest are related to CRAI and science identity, indicating that these factors may positively influence one's decision to stay in research.

3.
J Clin Transl Sci ; 6(1): e112, 2022.
Article in English | MEDLINE | ID: mdl-36285023

ABSTRACT

Introduction: Social unrest tied to racism negatively impacted half of NIH-funded extramural researchers underrepresented (UR) in science. UR early-career scientists encounter more challenges in their research careers, but the impact of social unrest due to systemic racism in this group is unclear. We used mixed methods to describe the impact of social unrest due to systemic racism on mentoring relationships, research, and psychological well-being in UR post-doctoral fellows and early-career faculty. Methods: This is a cross-sectional analysis of data collected in September 2021-January 2022 from 144 UR early-career researchers from 25 academic medical centers in the Building Up Trial. The primary outcomes were agreement on five-point Likert scales with social unrest impact statements (e.g., "I experienced psychological distress due to events of social unrest regarding systemic racism"). Thematic analysis was conducted on responses to one open-ended question assessing how social unrest regarding systemic racism affected participants. Results: Most participants were female (80%), non-Hispanic Black (35%), or Hispanic (40%). Over half of participants (57%) experienced psychological distress as a result of social unrest due to systemic racism. Participants described direct and indirect discrimination and isolation from other persons of color at their institutions. Twice as many participants felt their mentoring relationships were positively (21%) versus negatively (11%) impacted by social unrest due to systemic racism. Conclusions: Experiences with racial bias and discrimination impact the career and well-being of UR early-career researchers. Mentoring relationships and institutional support play an important role in buffering the negative impact of racial injustice for this population.

4.
Ann Epidemiol ; 73: 22-29, 2022 09.
Article in English | MEDLINE | ID: mdl-35753583

ABSTRACT

PURPOSE: Marginalized communities have been disproportionally impacted by SARS-CoV-2. How the associations between social determinants of health and the risk of SARS-CoV-2 infection shifted across time is unknown. In this evaluation, we examine individual-level social determinants of health as social risk factors for SARS-CoV-2 infection across the first 12 months of the pandemic among US Veterans. METHODS: We conducted a retrospective cohort analysis of 946,358 Veterans who sought testing or treatment for SARS-CoV-2 infection in U.S. Department of Veterans Affairs medical facilities. We estimated risk ratios for testing positive by social risk factors, adjusting for demographics, comorbidities, and time. Adjusted models were stratified by pandemic phase to assess temporal fluctuations in social risks. RESULTS: Approximately 19% of Veterans tested positive for SARS-CoV-2. Larger household size was a persistent risk factor and this association increased over time. Early in the pandemic, lower county-level population density was associated with lower SARS-CoV-2 infection risk, but between June 1 and August 31, 2020, this trend reversed. CONCLUSIONS: Temporal fluctuations in social risks associated with Veterans' SARS-CoV-2 infection suggest the need for ongoing, real-time tracking as the social and medical environment continues to evolve.


Subject(s)
COVID-19 , Veterans , COVID-19/epidemiology , Humans , Retrospective Studies , Risk Factors , SARS-CoV-2 , Veterans Health
5.
Trials ; 23(1): 439, 2022 May 24.
Article in English | MEDLINE | ID: mdl-35610658

ABSTRACT

BACKGROUND: Serious mental illness (SMI) affects 4.6% of the American population. While treatments are available, adherence to specific regimens is often suboptimal. Multiple organizations, such as the Substance Abuse and Mental Health Services Administration (SAMHSA), have called for more options that improve accessibility and engagement to treatment among individuals with SMI. This study protocol answers such calls by testing the effectiveness of peer specialists-individuals with SMI trained to use their experience to help others with SMI-in delivering social skills training (SST) and cognitive behavioral social skills training (CBSST), evidence-based treatments effective at engaging individuals with SMI to make behavioral and cognitive changes. Peer specialists have been shown to be adept at engaging those with SMI in treatment; however, their ability to deliver these structured treatments is unknown. METHODS: This study is a randomized, hybrid 1, research assistant-blinded, superiority trial. A total of 252 veterans with SMI will be recruited and randomized to one of three arms: CBSST-Peer vs. SST-Peer vs. treatment as usual. Participants randomized to CBSST-Peer or SST-Peer will participate in a 20-week group-based intervention that meets weekly for a 60-min class. All participants will complete 4 study assessments at baseline, 10 weeks, 20 weeks, and 32 weeks. A multidimensional battery of functional outcomes will be used with the Independent Living Skills Survey (ILSS) as the primary outcome measure. Post-study completion, veterans who participated in the CBSST-Peer or SST-Peer arms will randomly be invited to participate in focus groups, and peer specialists will complete interviews to further assess the effectiveness of each intervention. DISCUSSION: Improving care and outcomes for individuals with SMI is a national priority. To improve care, it is imperative to think about new ways to improve engagement and accessibility to care. This study provides an innovative solution to this problem by evaluating how two different types of treatment, delivered by peer specialists, compare to usual care. The results of the study will allow for the expansion of treatment options that improve access and engagement among veterans with SMI.


Subject(s)
Mental Disorders , Veterans , Cognition , Humans , Mental Disorders/diagnosis , Mental Disorders/psychology , Mental Disorders/therapy , Peer Group , Randomized Controlled Trials as Topic , Social Skills
6.
BMC Public Health ; 21(1): 1783, 2021 10 02.
Article in English | MEDLINE | ID: mdl-34600527

ABSTRACT

BACKGROUND: The Diabetes Prevention Program (DPP) behavioral lifestyle intervention was effective among a diverse sample of adults with prediabetes. Demonstrated effectiveness in translated versions of the DPP lifestyle intervention (such as Group Lifestyle Balance, DPP-GLB) led to widescale usage with national program oversight and reimbursement. However, little is known about the success of these DPP-translation programs across subgroups of sociodemographic factors. This current effort investigated potential disparities in DPP-translation program primary goal achievement (physical activity and weight) by key sociodemographic factors. METHODS: Data were combined from two 12-month community-based DPP-GLB trials among overweight/obese individuals with prediabetes and/or metabolic syndrome. We evaluated change in weight (kilograms and percent) and activity (MET-hrs/week) and goal achievement (yes/no; ≥5% weight loss and 150 min per week activity) after 6 and 12 months of intervention within and across subgroups of race/ethnicity (non-Hispanic white, non-Hispanic black), employment status, education, income, and gender. RESULTS: Among 240 participants (85%) with complete data, most sociodemographic subgroups demonstrated significant weight loss. However, non-Hispanic white lost more weight at both 6 and 12 months compared to non-Hispanic black participants [median weight loss (IQR), 6 months: 5.7% (2.7-9.0) vs. 1.5% (1.2-7.5) p = .01 and 12 months: 4.8% (1.1-9.6) vs. 1.1% (- 2.0-3.7) p = .01, respectively]. In addition, a larger percentage of non-Hispanic white demonstrated a 5% weight loss at 6 and 12 months. Employment was significantly related to 12-month weight loss, with retired participants being the most successful. Men, participants with graduate degrees, and those with higher income were most likely to meet the activity goal at baseline and 12 months. Differences in physical activity goal achievement across gender, education, and income groups were significant at baseline, attenuated after 6 months, then re-emerged at 12 months. CONCLUSIONS: The DPP-GLB was effective in promoting weight loss and helped to alleviate disparities in physical activity levels after 6 months. Despite overall program success, differences in weight loss achievement by race/ethnicity were found and disparities in activity re-emerged after 12 months of intervention. These results support the need for intervention modification providing more tailored approaches to marginalized groups to maximize the achievement and maintenance of DPP-GLB behavioral goals. TRIAL REGISTRATION: NCT01050205 , NCT02467881 .


Subject(s)
Diabetes Mellitus, Type 2 , Prediabetic State , Adult , Diabetes Mellitus, Type 2/prevention & control , Goals , Humans , Life Style , Male , Prediabetic State/therapy , Weight Loss
7.
Med Care ; 59(Suppl 2): S117-S123, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33710083

ABSTRACT

BACKGROUND: The behavioral model of health service use identified health needs, service preferences (predispositions), and service availability (enabling factors) as important predictors, but research has not conceptualized consistently each type of influence nor identified their separate effects on use of substance abuse and mental health services or their value in predicting service outcomes. OBJECTIVES: To test hypotheses predicting use of substance abuse and mental health services and residential stability and evaluate peer specialists' impact. RESEARCH DESIGN: Randomized trial of peer support added to standard case management in VA-supported housing program (Housing and Urban Development-VA Supportive Housing program). SUBJECTS: One hundred sixty-six dually diagnosed Veterans in Housing and Urban Development-VA Supportive Housing program in 2 cities. MEASURES: Average VA service episodes for substance abuse and mental illness; residential instability; preferences for alcohol, drug, and psychological services; extent of alcohol, drug, and psychological problems; availability of a peer specialist. RESULTS: Self-assessed health needs, mediated by service preferences, and assignment to a peer specialist predicted use of VA behavioral health services and residential stability, as did chronic medical problems, sex, and race. CONCLUSIONS: The behavioral model identifies major predictors of health service use and residential stability, but must recognize the mediating role of service preferences, the differing effects of alcohol and drug use, the unique influences of social background, and the importance of clinical judgment in needs assessment. Service availability and residential stability can be increased by proactive efforts involving peer specialists even in a health care system that provides services without a financial barrier.


Subject(s)
Ill-Housed Persons , Peer Group , Public Housing , Boston/epidemiology , Health Services Accessibility , Humans , Mental Disorders/epidemiology , Mental Health Services , Patient Acceptance of Health Care , Pennsylvania/epidemiology , Substance-Related Disorders/epidemiology , Veterans
8.
J Ment Health ; 30(1): 27-35, 2021 Feb.
Article in English | MEDLINE | ID: mdl-30862215

ABSTRACT

BACKGROUND: Understanding consumer service preferences is important for recovery-oriented care. AIMS: To test the influence of perceived service needs on importance attached to treatment for alcohol, drug, mental health, and physical health problems and identify the influence of service needs and preferences on service use. METHODS: Formerly homeless dually diagnosed Veterans in supported housing were surveyed in three waves for 1 year, with measures of treatment interests, health problems, social support, clinician-assessed risk of housing loss, and sociodemographics. Multiple regression analysis was used to identify independent influences on preferences in each wave. Different health services at the VA were distinguished in administrative records and baseline predictors for services used throughout the project were identified with multiple regression analysis. RESULTS: Self-assessed problem severity was associated with the importance of treatment for alcohol, drug, mental health, and physical health problems. Social support also had some association with treatment interest for alcohol abuse, as did baseline clinician risk rating at the project's end. Preferences, but not perceived problem severity, predicted the use of the corresponding health services. CONCLUSIONS: The health beliefs model of service interests was supported, but more integrated service delivery models may be needed to strengthen the association of health needs with service use.


Subject(s)
Alcoholism , Ill-Housed Persons , Veterans , Alcoholism/therapy , Health Services , Housing , Humans
9.
Med Care ; 58(4): 307-313, 2020 04.
Article in English | MEDLINE | ID: mdl-31914105

ABSTRACT

OBJECTIVES: This study tested the impacts of peer specialists on housing stability, substance abuse, and mental health status for previously homeless Veterans with cooccurring mental health issues and substance abuse. METHODS: Veterans living in the US Housing and Urban Development-Veterans Administration Supported Housing (HUD-VASH) program were randomized to peer specialist services that worked independently from HUD-VASH case managers (ie, not part of a case manager/peer specialist dyad) and to treatment as usual that included case management services. Peer specialist services were community-based, using a structured curriculum for recovery with up to 40 weekly sessions. Standardized self-report measures were collected at 3 timepoints. The intent-to-treat analysis tested treatment effects using a generalized additive mixed-effects model that allows for different nonlinear relationships between outcomes and time for treatment and control groups. A secondary analysis was conducted for Veterans who received services from peer specialists that were adherent to the intervention protocol. RESULTS: Treated Veterans did not spend more days in housing compared with control Veterans during any part of the study at the 95% level of confidence. Veterans assigned to protocol adherent peer specialists showed greater housing stability between about 400 and 800 days postbaseline. Neither analysis detected significant effects for the behavioral health measures. CONCLUSIONS: Some impact of peer specialist services was found for housing stability but not for behavioral health problems. Future studies may need more sensitive measures for early steps in recovery and may need longer time frames to effectively impact this highly challenged population.


Subject(s)
Case Management , Health Status , Mental Disorders/therapy , Peer Group , Public Housing/statistics & numerical data , Substance-Related Disorders/therapy , Veterans/psychology , Female , Ill-Housed Persons/psychology , Humans , Intention to Treat Analysis , Male , Mental Disorders/complications , Middle Aged , Substance-Related Disorders/complications , United States
10.
Psychiatr Serv ; 70(4): 333-336, 2019 04 01.
Article in English | MEDLINE | ID: mdl-30755129

ABSTRACT

OBJECTIVE: Peer specialists are individuals with behavioral disorders who complete training to use their experiences to help others with similar disorders. Recent analyses have suggested that greater engagement with peer specialist services is associated with fewer psychiatric symptoms. This study assessed predictors of engagement with peer specialist services. METHODS: Using the Andersen model of health service utilization with a sample of veterans (N=71) receiving housing support, investigators constructed a negative binomial regression model to evaluate the association between peer specialist service engagement and the model's three factors assessed at baseline of a larger trial: predisposing (personal demographic and social variables); enabling (support variables), and need (perceived and evaluated health problems). Demographic characteristics and behavioral health service use six months before baseline were also predictors. RESULTS: Greater hope (predisposing), psychiatric symptoms (need), and service utilization significantly predicted greater peer specialist engagement. CONCLUSIONS: These results suggest subpopulations with whom peer specialists would be most likely to engage successfully, perhaps improving their efficiency.


Subject(s)
Allied Health Personnel , Hope , Mental Disorders/therapy , Mental Health Services , Peer Group , Aged , Female , Humans , Male , Middle Aged , Outcome and Process Assessment, Health Care , Veterans
11.
Psychol Serv ; 16(3): 445-455, 2019 Aug.
Article in English | MEDLINE | ID: mdl-30407058

ABSTRACT

Although peer specialists play an increasing role in mental health service delivery, little is known about the best program structures for maximizing effective service delivery. This study reports on qualitative data from a larger study on peer specialists working with veterans in a Veterans Affairs homelessness program who were dually diagnosed with substance abuse and mental health concerns. Peer specialists were trained to deliver a recovery support program that is carried out weekly over 9 months and includes 20 structured sessions using a workbook and 20 unstructured, individually planned sessions. A sample of 20 veterans who were in the program were interviewed, along with 8 case managers and 3 peer specialists involved with the program. Interview transcripts were coded for 3 elements of program structure: time, content, and delivery. Results show that the program structure allowed flexibility for individual needs and that the workbook sessions were useful. Veterans ascribed value to the peer specialist delivering the content, compared to working alone on the material. Deliberate use of unstructured time with the peer specialist was seen as reducing isolation, increasing community integration, and encouraging recovery activities. The weekly, dependable nature of the program was seen as highly positive, whereas the 9-month duration was seen as too short. All groups interviewed expressed satisfaction with the program, although the case managers reported some reservations related to supervision and boundaries. Results suggest that, compared to completely structured or unstructured approaches that are common for peer specialist services, a middle level of structure for peer specialist programs could be a useful alternative. (PsycINFO Database Record (c) 2019 APA, all rights reserved).


Subject(s)
Community Integration , Ill-Housed Persons/psychology , Mental Health Services , Peer Group , Specialization , Adult , Aged , Female , Humans , Male , Mental Health , Middle Aged , Patient Satisfaction , United States , United States Department of Veterans Affairs , Veterans/psychology , Young Adult
12.
Psychiatr Serv ; 69(12): 1238-1244, 2018 12 01.
Article in English | MEDLINE | ID: mdl-30286707

ABSTRACT

OBJECTIVE: Peer specialists are individuals with mental illness and substance use disorders trained to use their experiences to help others with similar disorders. Evidence for the effectiveness of peer specialist services has been mixed in previous randomized trials using intent-to-treat analyses, possibly because of variation in the intensity of treatment delivered. This study, which was part of a larger randomized trial, assessed whether level of peer specialist engagement was associated with reliable positive change on measures of psychiatric symptoms and hope. METHODS: The Reliable Change Index was used to compute whether veterans (N=140) achieved reliable positive change on standardized baseline-to-posttest assessments of psychiatric symptoms and hope. Logistic regression analyses were conducted to predict positive change in symptoms and hope by level of peer specialist engagement, with controls for relevant demographic factors, several baseline mental health and substance abuse measures, and service use during the study. RESULTS: Logistic regression models showed that veterans with higher peer specialist engagement were more likely than those in a control group to show reliable positive change in psychiatric symptoms but not in hope. Compared with the control group, those with lower peer specialist engagement did not show positive change on either measure. White veterans were less likely than those from minority groups to exhibit positive change in psychiatric symptoms. CONCLUSIONS: Results suggest that peer specialists can benefit those with mental illnesses and substance use disorders who engage in more frequent interactions. Studies are needed to further assess the circumstances under which peer specialists can be effective.


Subject(s)
Allied Health Personnel , Hope , Mental Disorders/therapy , Mental Health Services , Outcome and Process Assessment, Health Care , Peer Group , Adult , Female , Humans , Male , Middle Aged , Substance-Related Disorders/therapy , Veterans
13.
Psychiatr Rehabil J ; 39(3): 256-65, 2016 09.
Article in English | MEDLINE | ID: mdl-27618462

ABSTRACT

OBJECTIVE: Research on peer specialists (individuals with serious mental illness supporting others with serious mental illness in clinical and other settings) has not yet included the measurement of fidelity. Without measuring fidelity, it is unclear whether the absence of impact in some studies is attributable to ineffective peer specialist services or because the services were not true to the intended role. This article describes the initial development of a peer specialist fidelity measure for 2 content areas: services provided by peer specialists and factors that either support or hamper the performance of those services. METHOD: A literature search identified 40 domains; an expert panel narrowed the number of domains and helped generate and then review survey items to operationalize those domains. Twelve peer specialists, individuals with whom they work, and their supervisors participated in a pilot test and cognitive interviews regarding item content. RESULTS: Peer specialists tended to rate themselves as having engaged in various peer service activities more than did the supervisors and individuals with whom they work. A subset of items tapping peer specialist services "core" to the role regardless of setting had higher ratings. Participants stated the measure was clear, appropriate, and could be useful in improving performance. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: Although preliminary, findings were consistent with organizational research on performance ratings of supervisors and employees made in the workplace. Several changes in survey content and administration were identified. With continued work, the measure could crystalize the role of peer specialists and aid in research and clinical administration. (PsycINFO Database Record


Subject(s)
Mental Disorders , Peer Group , Social Support , Humans , Research Personnel , Surveys and Questionnaires
14.
Psychiatr Rehabil J ; 39(3): 266-273, 2016 09.
Article in English | MEDLINE | ID: mdl-27618463

ABSTRACT

OBJECTIVES: Patterns and predictors of engagement in peer support services were examined among 50 previously homeless veterans with co-occurring mental health conditions and substance use histories receiving services from the Veterans Health Administration supported housing program. METHOD: Veteran peer specialists were trained to deliver sessions focusing on mental health and substance use recovery to veterans for an intended 1-hr weekly contact over 9 months. Trajectories of peer engagement over the study's duration are summarized. A mixed-effects log-linear model of the rate of peer engagement is tested with three sets of covariates representing characteristics of the veterans. These sets were demographics, mental health and substance use status, and indicators of community participation and support. RESULTS: Data indicate that veterans engaged with peers about once per month rather than the intended once per week. However, frequency of contacts varied greatly. The best predictor of engagement was time, with most contacts occurring within the first 6 months. No other veteran characteristic was a statistically significant predictor of engagement. Older veterans tended to have higher rates of engagement with peer supporters. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: Planners of peer support services could consider yardsticks of monthly services up to 6 months. Peer support services need a flexible strategy with varying levels of intensity according to need. Peer support services will need to be tailored to better engage younger veterans. Future research should consider other sources of variation in engagement with peer support such as characteristics of the peer supporters and service content and setting. (PsycINFO Database Record


Subject(s)
Ill-Housed Persons , Mental Disorders , Mental Health , Peer Group , Veterans/psychology , Humans , Interpersonal Relations , Substance-Related Disorders , United States , United States Department of Veterans Affairs
15.
Exp Clin Psychopharmacol ; 20(4): 264-77, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22390208

ABSTRACT

Current models of smoking and dependence assume a need to smoke at regular intervals to maintain nicotine levels, yet about 25% of adult smokers do not smoke daily. This subset of intermittent smokers (ITS) has gone largely unexamined. In this study, we describe the demographics, smoking history, and smoking behavior of ITS (n = 282; 50.2% male) in comparison to daily smokers (DS; n = 233; 60.7% male). Within ITS, we also compare "converted" ITS (CITS), who had previously smoked daily, with "native" ITS (NITS). On average, ITS were 34.66 years of age, and had smoked 42,850 cigarettes in the course of an average of 18 years of smoking. They smoked an average of 4.38 days per week, consuming 4.39 cigarettes a day on smoking days, and demonstrated considerable day-to-day variability in cigarette consumption. Almost half of ITS had Fagerstrom Test of Nicotine Dependence scores of 0, indicating no dependence. Compared to DS, ITS were more likely to cite alcohol drinking, socializing, and being with other smokers as common contexts for smoking, and they also more often cited being angry or stressed. Data suggested that ITS' behavior was not explained by use of other nicotine products nor by economic constraints on smoking, nor by differences in psychological adjustment. Within ITS, CITS were heavier, more frequent, and more dependent smokers. In many respects, CITS were intermediate between NITS and DS. ITS show distinct patterns of smoking behavior that are not well explained by current models of nicotine dependence.


Subject(s)
Smoking/psychology , Adult , Female , Humans , Male
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