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1.
Nicotine Tob Res ; 25(1): 19-27, 2023 01 01.
Article in English | MEDLINE | ID: mdl-35894290

ABSTRACT

INTRODUCTION: Poly-tobacco use (PTU), or the concomitant use of two or more nicotine and tobacco products, are a growing public health concern. Adults reporting increased psychological distress (PD) experience profound nicotine and tobacco health-related disparities. Sexual minority (SM) adults report more PTU and higher levels of PD than heterosexuals, yet little is known about patterns of nicotine and tobacco use and its relationship to PD in SM populations. AIMS AND METHODS: The purpose of this study was to investigate sexual identity differences in PD and PTU. Data were drawn from the 2016-2018 National Health Interview Survey (N = 83 017), an annual cross-sectional survey of a nationally representative sample of U.S. adults. PD was assessed using the Kessler Psychological Distress Scale (K6). We fit sex-stratified, weighted, adjusted logistic models to compare PTU and PD by sexual identity. RESULTS: PTU was more prevalent in adults with higher K6 scores. Female adults and SM adults had significantly higher K6 scores and were significantly more likely to experience serious PD when compared to their male and heterosexual counterparts. CONCLUSIONS: The current study provides a snapshot of trends in PTU in relation to PD, gender, and sexual identity. Findings suggest higher rates of both PD and PTU in SM adults. Further research examining the mechanisms underlying this disparity is critical to the development of effective intervention and prevention strategies. IMPLICATIONS: Little is known about sex and sexual identity differences in the relations between patterns of tobacco product use and PD. This study is the first to examine the effect of gender and sexual identity on both PD and PTU. SMs reported higher rates of PD and were more likely to be poly-tobacco users. As new ways of engaging nicotine/tobacco continue to proliferate, health risks will endure especially for marginalized populations. An increased understanding of the psychological and social correlates of PTU in SMs is warranted.


Subject(s)
Psychological Distress , Sexual and Gender Minorities , Adult , Male , Female , Humans , Cross-Sectional Studies , Nicotine , Tobacco Use/psychology
2.
Addict Behav ; 126: 107175, 2022 03.
Article in English | MEDLINE | ID: mdl-34838389

ABSTRACT

INTRODUCTION: Idiosyncratic definitions of social smoking proliferate in the literature, making cross-study comparison challenging. This project investigated and differentiated four distinct classifications of social smoking using traditional modeling techniques as well as a multilayer perceptron artificial network, a novel machine learning approach suited for heterogeneous, multidimensional data. METHODS: One hundred thirty-three adults recruited from a college in the Pacific Northwest and from Amazon Mechanical Turk, age 18 to 25 (48% men; 37% women; 8% nonbinary; 73% white; 24% Hispanic or Latinx), completed a set of self-report measures assessing common variables associated with cigarette use. Participants also completed a well-validated audio simulation (Smoking-Simulated Intoxication Digital Elicitation) depicting social smoking contexts and reported their willingness to use cigarettes or alcohol in these contexts. RESULTS: Across three of the four social smoking definitions, social smokers consistently scored lower on measures of dependence, frequency, quantity, willingness to smoke, and all use motives than nonsocial smokers. The area under the curve for all four models ranged from excellent to outstanding discrimination within the training set. Frequency of days smoked in the past month was the most important predictor for three of the classification models with a relative importance of 100%. CONCLUSION: The social smoking definitions demonstrated great variability across common cigarette use variables between groups, except for one. The machine learning approach successfully differentiated all four classifications. Recommendations are made for which social smoker classifications to use in subsequent research to maximize appropriate endorsement by the target population.


Subject(s)
Smoking , Tobacco Products , Adolescent , Adult , Female , Humans , Machine Learning , Male , Motivation , Smokers , Young Adult
3.
Alcohol Alcohol ; 55(6): 667-673, 2020 Oct 20.
Article in English | MEDLINE | ID: mdl-32548631

ABSTRACT

AIMS: Emerging adulthood (ages 18-25) has been associated with elevated alcohol use, yet little is known regarding gender identity and drinking contexts in this population. Our goals were to examine the effects of perceived gender match on alcohol use decision-making in social settings among emerging adults. METHODS: Participants (N = 135; 64% white, 11 transgender) completed measures of alcohol consumption, alcohol expectancies and motives, and the Collegiate-Simulated Intoxication Digital Elicitation using an established Internet panel. We conducted a series of univariate analyses to examine the relation between perceived gender match and behavioral willingness (BW) to accept alcohol in a social context. RESULTS: Participants identifying as men were significantly more likely to accept offers of alcohol when compared with women. While men and women did not differ in terms of BW when participants perceived a gender-matched actor making the offer, when there was a gender mismatch, women had significantly lower BW when compared with men. Though transgender participants were more likely to endorse hazardous drinking behaviors, there were no observable effects of transgender identity on BW. CONCLUSION: In this sample, we found that men have a higher BW for alcohol than women and that trans identified persons are at increased risk for alcohol misuse. These findings support the need for more research examining the effect of gender identity on patterns of alcohol use and decision-making in mixed-gender contexts for emerging adults.


Subject(s)
Alcohol Drinking/psychology , Alcohol Drinking/trends , Decision Making , Gender Identity , Peer Group , Transgender Persons/psychology , Adolescent , Adult , Decision Making/physiology , Female , Humans , Male , Young Adult
4.
NeuroRehabilitation ; 36(2): 223-32, 2015.
Article in English | MEDLINE | ID: mdl-25882203

ABSTRACT

BACKGROUND: Despite the body of research on caregivers of individuals with various types of disabilities, SCI caregivers have received comparably less attention, especially in regions like Latin America. OBJECTIVE: The purpose of this study was to examine the association between HRQOL and mental health in SCI caregivers from Colombia. METHOD: A cross sectional study assessed SCI caregivers (n = 40) in Neiva, Colombia. Participants completed a measure of their HRQOL (SF-36 Health Questionnaire) and four measures of mental health (Satisfaction With Life Scale, Zarit Burden Interview, Patient Health Questionnaire-9, and State-Trait Anxiety Inventory). RESULTS: A canonical correlation between variables revealed that 64% of the variance was shared between mental health and HRQOL. The domains that loaded highest within the canonical correlation were social functioning, general health, and anxiety, indicating that SCI caregivers with higher anxiety experienced lower social functioning and lower general health. Furthermore, 15 of the 24 bivariate correlations between mental health and HRQOL were statistically significant, suggesting a strong connection between these two sets of variables. CONCLUSION: Rehabilitation professionals in Latin America should consider the development of caregiver interventions focusing on both physical and mental health, as the two constructs are closely connected through social functioning, general health, and anxiety.


Subject(s)
Caregivers/psychology , Mental Health , Quality of Life/psychology , Social Adjustment , Adult , Anxiety/psychology , Colombia , Cross-Sectional Studies , Female , Health Status , Humans , Male , Middle Aged , Spinal Cord Injuries , Surveys and Questionnaires
5.
PM R ; 7(1): 9-16, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25091569

ABSTRACT

BACKGROUND: Previous research has examined the health-related quality of life (HRQOL) and mental health of persons with spinal cord injury (SCI), but the majority of the research has taken place in the United States, Western Europe, and other developed countries. Limited research has been conducted with persons with SCI in Latin America. OBJECTIVE: To examine the relationship between HRQOL and mental health in persons with SCI from Neiva, Colombia. DESIGN: Cross-sectional. SETTING: Participants were recruited from the Foundation for the Integral Development of People with Disabilities, a nonprofit community organization for persons with disabilities. PARTICIPANTS: Forty persons with SCI from Neiva, Colombia. METHODS: Caregivers completed the Spanish versions of questionnaires. MAIN OUTCOME MEASURES: Participants completed self-report measures of HRQOL (SF-36 Health Questionnaire) and mental health (Satisfaction with Life Scale, Patient Health Questionnaire-9, and State Trait Anxiety Inventory). RESULTS: The hypothesis that higher HRQOL would be related to better mental health found robust support, as the canonical correlation between these 2 sets of variables uncovered that 50.4% of the variance was shared, such that persons with lower HRQOL had reduced mental health. Within this canonical correlation, anxiety, fatigue, and general health loaded most highly, suggesting that persons with SCI who experienced lower energy and reduced general health tended to have high anxiety. Additionally, 9 out of the 18 bivariate correlations between these 2 variable sets were statistically significant. CONCLUSIONS: In Latin America, SCI rehabilitation services are extremely sparse and rarely include interventions that target postinjury mental health. The current study suggests that mental health issues in patients with reduced HRQOL warrant attention in SCI rehabilitation services, especially in this region.


Subject(s)
Health Status , Mental Health , Quality of Life , Spinal Cord Injuries/rehabilitation , Adult , Colombia/epidemiology , Cross-Sectional Studies , Female , Humans , Male , Prevalence , Spinal Cord Injuries/epidemiology , Surveys and Questionnaires
6.
J Rehabil Res Dev ; 51(1): 127-36, 2014.
Article in English | MEDLINE | ID: mdl-24805899

ABSTRACT

Although research has investigated the mental health of individuals with spinal cord injury (SCI), an overwhelming majority of this research has been conducted in the United States, Western Europe, and other developed countries. The purpose of this study was to compare the mental health of individuals with SCI with able-bodied controls in Neiva, Colombia, South America. Subjects included 40 Colombians with SCI and 42 age- and sex-matched controls (N = 82). The groups did not differ based on age, sex, years of education, or socioeconomic status. However, controls were twice as likely to be married. Four measures assessed mental health, including satisfaction with life (Satisfaction with Life Scale), depressive symptoms (Patient Health Questionnaire-9), self-esteem (Rosenberg Self-Esteem Scale), and anxiety (State-Trait Anxiety Inventory). In comparison with able-bodied controls, individuals with SCI reported significantly lower mental health on both depressive symptoms and satisfaction with life. These effect sizes were medium and large, respectively. The groups did not differ significantly on measures of self-esteem or anxiety. Mental health of individuals with SCI should be considered a central part of SCI rehabilitation interventions, particularly in Latin America.


Subject(s)
Anxiety/epidemiology , Depression/epidemiology , Mental Health/classification , Personal Satisfaction , Quality of Life/psychology , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/psychology , Adult , Analysis of Variance , Anxiety/psychology , Causality , Colombia , Comorbidity , Depression/psychology , Female , Humans , Male , Multivariate Analysis , Self Concept , Spinal Cord Injuries/rehabilitation , Surveys and Questionnaires
7.
Int J Rehabil Res ; 36(4): 308-14, 2013 Dec.
Article in English | MEDLINE | ID: mdl-23817528

ABSTRACT

Although considerable research has been carried out on family caregivers of individuals with various types of disabilities, spinal cord injury (SCI) caregivers have received considerably less attention in terms of research, especially in regions such as Latin America. This study examined the relationship between health-related quality of life (HRQOL) in individuals with SCI and their family caregiver's mental health in Neiva, Colombia. Thirty-four individuals with SCI and their primary caregivers (34 dyads; n=68) from the Foundation for the Integral Development of People with Disabilities in Neiva, Colombia, were included in this study. Individuals with SCI completed eight subscales of the SF-36 that assessed HRQOL. Five aspects of caregiver mental health were assessed, including burden (Zarit Burden Interview), satisfaction with life (Satisfaction with Life Scale), depression (Patient Health Questionnaire-9), self-esteem (Rosenberg Self-Esteem Scale), and anxiety (State Trait Anxiety Inventory). A series of multiple regressions uncovered strong associations among the HRQOL of individuals with SCI and various aspects of caregiver mental health. In these regressions, patient physical functioning and pain were independently related to caregiver burden; patient pain and general health were independently related to caregiver satisfaction with life; and patient pain was independently related to caregiver anxiety. HRQOL in individuals with SCI was robustly related to their caregiver's mental health, suggesting that the two sets of variables are closely linked. These findings suggest that caregiver mental health should be a central part of SCI rehabilitation interventions, especially in Latin America.


Subject(s)
Caregivers/psychology , Health Status Indicators , Mental Health , Quality of Life , Spinal Cord Injuries/rehabilitation , Adult , Colombia , Female , Humans , Male , Middle Aged , Personal Satisfaction , Self Concept , Spinal Cord Injuries/psychology , Young Adult
8.
J Clin Psychol Med Settings ; 20(1): 46-55, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23179072

ABSTRACT

The literature on PTSD and metabolic disease risk factors has been limited by lacking investigation of the potential influence of commonly comorbid disorders and the role of race. In this study data were provided by a sample of 134 women (63 PTSD and 71 without PTSD). Separate sets of models examining associations of psychiatric disorder classifications with metabolic disease risk factors were used. Each model included race (African American or Caucasian), psychiatric disorder, and their interaction. There was an interaction of race and PTSD on body mass index, abdominal obesity, and triglycerides. While PTSD was not generally associated with deleterious health effects in African American participants, PTSD was related to worse metabolic disease risk factors in Caucasians. MDD was associated with metabolic disease risk factors, but there were no interactions with race. Results support the importance of race in the relationship between PTSD and metabolic disease risk factors. Future research would benefit from analysis of cultural factors to explain how race might influence metabolic disease risk factors in PTSD.


Subject(s)
Black or African American/psychology , Depressive Disorder, Major/ethnology , Depressive Disorder, Major/psychology , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/psychology , Stress Disorders, Post-Traumatic/ethnology , Stress Disorders, Post-Traumatic/psychology , White People/psychology , Adult , Blood Pressure/physiology , Body Mass Index , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Comorbidity , Depressive Disorder, Major/blood , Diabetes Mellitus, Type 2/blood , Female , Humans , Middle Aged , Obesity, Abdominal/ethnology , Obesity, Abdominal/psychology , Risk Factors , Statistics as Topic , Stress Disorders, Post-Traumatic/blood , Substance-Related Disorders/blood , Substance-Related Disorders/ethnology , Substance-Related Disorders/psychology , Triglycerides/blood , Waist-Hip Ratio
9.
Nicotine Tob Res ; 14(3): 372-6, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22025546

ABSTRACT

INTRODUCTION: Previous research on smoking withdrawal in posttraumatic stress disorder (PTSD) has been limited by the use of retrospective and observational methods and has lacked repeated assessments on the first day of abstinence and evaluation of the conditioned effects of smoking. METHODS: Smokers with (n = 17; 59% female) and without (n = 30; 17% female) PTSD completed 3 randomly ordered experimental sessions using a 2 (group: PTSD vs. non-PTSD) × 3 (smoking condition: usual brand vs. nicotine free vs. no smoking) design. Before the smoking manipulation, participants completed self-report measures of smoking urges and withdrawal, followed by withdrawal assessment after the smoking manipulation. RESULTS: Compared with smokers without PTSD, smokers with PTSD exhibited higher craving (χ1² = 16.60, p < .001) and habit withdrawal (χ1² = 10.38, p = .001) following overnight abstinence. PTSD smokers also exhibited worsening negative affect throughout the morning when not smoking a cigarette (χ1² = 11.30, p = .004). After smoking, smokers with PTSD reported diminished relief from craving (χ1² = 6.49, p = .011), negative affect (χ1² = 4.51, p = .034), arousal (χ1² = 6.46, p = .011), and habit withdrawal (χ1² = 7.22, p = .007), relative to smokers without PTSD. CONCLUSIONS: Results of this preliminary investigation suggested that after overnight abstinence, PTSD smokers experienced worse withdrawal symptoms and greater urges to smoke for both positive and negative reinforcement. Research on smoking withdrawal early in the course of smoking abstinence in PTSD could inform interventions targeting abstinence early in the quit attempt.


Subject(s)
Smoking Cessation/psychology , Stress Disorders, Post-Traumatic/psychology , Substance Withdrawal Syndrome/psychology , Adult , Case-Control Studies , Data Collection , Female , Humans , Male , Middle Aged , Surveys and Questionnaires , Tobacco Use Disorder/psychology
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