Associations between Social Adversities and Chronic Medical Conditions in a Statewide Sample of Individuals in Treatment for Mental Illnesses.

Individuals with mental illnesses experience disproportionately high rates of social adversities, chronic medical conditions, and early mortality. We analyzed a large, statewide dataset to explore associations between four social adversities and the presence of one or more, and then two or more, chronic medical conditions among individuals in treatment for mental illnesses in New York State. In Poisson regression models adjusting for multiple covariates (e.g., gender, age, smoking status, alcohol use), the presence of one or more adversities was associated with the presence of at least one medical condition (prevalence ratio (PR) = 1.21) or two or more medical conditions (PR = 1.46), and two or more adversities was associated with at least one medical condition (PR = 1.25) or two or more medical conditions (PR = 1.52) (all significant at p < .0001). Greater attention to primary, secondary, and tertiary prevention of chronic medical conditions is needed in mental health treatment settings, especially among those experiencing social adversities.

Associations Between Cumulative Social Adversities and Substance Use Comorbidity in a Statewide Sample of Individuals in Treatment for Mental Illnesses.

ABSTRACT: We sought to investigate associations of cumulative social adversities in four areas (low education, unemployment, homelessness, and criminal/legal involvement) with presence of comorbid alcohol and drug use disorders among individuals in treatment for mental illnesses. Using data from 103,416 adults in mental health treatment, generalized estimating equation modified Poisson models were used to estimate increased risk of having comorbid substance use disorders based on individual and/or cumulative number of social adversities present. Controlling for effects of sex, race/ethnicity, and region (New York City vs . the rest of the State), as well as for the other social adversities, each of four social adversities was associated with presence of substance use comorbidity. Relative to having none of the social adversities, the presence of one, two, three, or four was associated with an increased prevalence ratio (PR) of having substance use comorbidity: 1.44, 2.10, 2.66, and 2.92; all p 's < 0.0001. PRs were greater among female patients, and among Hispanics and those classified as other or multiracial compared with non-Hispanic Whites or non-Hispanic Blacks. Findings indicate substantial associations between four social adversities and presence of substance use comorbidity; the strength of association with the four social adversities is cumulative.

Effectiveness of a theoretically-based judgment and decision making intervention for adolescents.

Although adolescents demonstrate capacity for rational decision making, their tendency to be impulsive, place emphasis on peers, and ignore potential consequences of their actions often translates into higher risk-taking including drug use, illegal activity, and physical harm. Problems with judgment and decision making contribute to risky behavior and are core issues for youth in treatment. Based on theoretical and empirical advances in cognitive science, the Treatment Readiness and Induction Program (TRIP) represents a curriculum-based decision making intervention that can be easily inserted into a variety of content-oriented modalities as well as administered as a separate therapeutic course. The current study examined the effectiveness of TRIP for promoting better judgment among 519 adolescents (37 % female; primarily Hispanic and Caucasian) in residential substance abuse treatment. Change over time in decision making and premeditation (i.e., thinking before acting) was compared among youth receiving standard operating practice (n = 281) versus those receiving standard practice plus TRIP (n = 238). Change in TRIP-specific content knowledge was examined among clients receiving TRIP. Premeditation improved among youth in both groups; TRIP clients showed greater improvement in decision making. TRIP clients also reported significant increases over time in self-awareness, positive-focused thinking (e.g., positive self-talk, goal setting), and recognition of the negative effects of drug use. While both genders showed significant improvement, males showed greater gains in metacognitive strategies (i.e., awareness of one's own cognitive process) and recognition of the negative effects of drug use. These results suggest that efforts to teach core thinking strategies and apply/practice them through independent intervention modules may benefit adolescents when used in conjunction with content-based programs designed to change problematic behaviors.

Racial and Ethnic Disparities in Health Care Access and Utilization among Medicaid Managed Care Beneficiaries.

This quasi-experimental study examined the impact of a statewide integrated special needs program Health and Recovery Plan (HARP) for individuals with serious mental illness and identified racial and ethnic disparities in access to Medicaid services. Generalized estimating equation negative binomial models were used to estimate changes in service use, difference-in-differences, and difference-in-difference-in-differences in the pre- to post-HARP periods. Implementation of the special needs plan contributed to reductions in racial/ethnic disparities in access and utilization. Notable among those enrolled in the special needs plan was the declining Black-White disparities in emergency room (ER) visits and inpatient stays, but the disparity in non-behavioral health clinic visits remains. Also, the decline of Hispanic-White disparities in ER, inpatient, and clinic use was more evident for HARP-enrolled patients. Health equity policies are needed in the delivery of care to linguistically and culturally disadvantaged Medicaid beneficiaries.

Health Disparities Between Older Lesbian, Gay, and Bisexual Adults and Heterosexual Adults in the Public Mental Health System.

OBJECTIVE: In this study, the authors examined disparities in general health, substance use, mental health conditions, and acute service use between lesbian, gay, and bisexual (LGB) adults (ages ≥50 years) and a matched sample of heterosexual adults. METHODS: Individuals whose electronic health record indicated their sexual orientation as gay, lesbian, or bisexual from the 2015 New York State Office of Mental Health Patient Characteristics Survey were matched with heterosexual individuals, resulting in N=1,659 individuals in each of the two groups. Differences in health status indicators and acute service use were compared in generalized estimating equation models. RESULTS: Compared with matched heterosexual men, older gay and bisexual men had more chronic general medical conditions and mental health issues; they also had fewer inpatient stays related to substance use disorders. Older lesbian and bisexual women had higher rates of tobacco use, alcohol use, and substance use disorders than heterosexual women; moreover, they reported more inpatient stays and emergency department visits related to substance use disorders. CONCLUSIONS: This study provides evidence of health disparities among sexual minority older adults within a public mental health system. The results suggest that health disparities persist into older adulthood and that new health concerns emerge with the aging of the sexual minority population. Targeted prevention and intervention programs are needed to effectively engage older LGB adults into treatment for general medical and mental illnesses as well as substance use disorders.

Prevalence and Correlates of Four Social Determinants in a Statewide Survey of Licensed Mental Health Services.

OBJECTIVE: This analysis examined the distribution of four social determinants of health among recipients of state-licensed mental health services and analyzed relationships between determinants and individuals' clinical and demographic characteristics. METHODS: With data from the New York State Office of Mental Health 2017 Patient Characteristics Survey (N=103,416), prevalences of four social determinants (education, employment, housing, and criminal legal involvement) among mental health service recipients were described. Results were stratified to explore differences by diagnosis, gender, race and ethnicity, and region of residence. RESULTS: High proportions had low education (20.9%), unemployment (79.1%), homelessness (8.2%), and criminal legal involvement (12.2%), surpassing statistics for the general state population. Prevalences of alcohol-related, drug-related, and psychotic disorders were higher among these groups than were prevalences of other diagnoses. People of color and male recipients were overrepresented among those with adverse social determinants. CONCLUSIONS: Results highlight the magnitude of social adversity among those receiving mental health services, as well as potential inequities.

Impact of the 1115 behavioral health Medicaid waiver on adult Medicaid beneficiaries in New York State.

OBJECTIVE: To evaluate the impact of the Health and Recovery Plan (HARP), a capitated special needs Medicaid managed care product that fully integrates physical and behavioral health delivery systems in New York State. DATA SOURCES: 2013-2019 claims and encounters data on continuously enrolled individuals from the New York State Medicaid data system. STUDY DESIGN: We used a difference-in-difference approach with inverse probability of exposure weights to compare service use outcomes in individuals enrolled in the HARP versus HARP eligible comparison group in two regions, New York City (NYC) pre- (2013-2015) versus post- (2016-2018) intervention periods, and rest of the state (ROS) pre- (2014-2016) versus post- (2017-2019) intervention periods. DATA COLLECTION/EXTRACTION METHODS: Not applicable. PRINCIPAL FINDINGS: HARPs were associated with a relative decrease in all-cause (RR = 0.78, 95% CI 0.68-0.90), behavioral health-related (RR = 0.76, 95% CI 0.60-0.96), and nonbehavioral-related (RR = 0.87, 95% CI 0.78-0.97) stays in the NYC region. In the ROS region, HARPs were associated with a relative decrease in all-cause (RR = 0.87, 95% CI 0.80-0.94) and behavioral health-related (RR = 0.80, 95% CI 0.70-0.91) stays. Regarding outpatient visits, the HARPs benefit package were associated with a relative increase in behavioral health (RR = 1.21, 95% CI 1.13-1.28) and nonbehavioral health (RR = 1.08, 95% CI 1.01-1.15) clinic visits in the NYC region. In the ROS region, the HARPs were associated with relative increases in behavioral health (RR = 1.47, 95% CI 1.32-1.64) and nonbehavioral health (RR = 1.17, 95% CI 1.11-1.25) clinic visits. CONCLUSIONS: Compared to patients with similar clinical needs, HARPs were associated with a relative increase in services used and led to a better engagement in the HARPs group regardless of the overall decline in services used pre- to postperiod.

Health Disparities, Inpatient Stays, and Emergency Room Visits Among Lesbian, Gay, and Bisexual People: Evidence From a Mental Health System.

OBJECTIVE: This study examined differences in health outcomes and acute service use between lesbian, gay, and bisexual (LGB) individuals and a matched heterosexual control group. METHODS: Individuals ages 18 to 85 whose electronic health records indicated a sexual orientation as LGB and who were included in the 2015 New York State Office of Mental Health Patient Characteristics Survey (N=5,775) were matched with heterosexuals (N=5,775) by sex assigned at birth, age, race, Hispanic ethnicity, and county of residence and compared on health status indicators, conditions and behaviors, and acute service use. Generalized estimating equation models were used to estimate the odds and rates of acute service use. RESULTS: LGB individuals appeared to have more chronic general medical conditions and physical disabilities and tended to use fewer acute services compared with heterosexuals. Gay men and lesbians were significantly less likely than heterosexuals to have used a mental health-related inpatient service (adjusted odds ratio [AOR]=0.69, 95% confidence interval [CI]=0.57-0.85; and AOR=0.73, 95% CI=0.59-0.89 [respectively]) or emergency room (ER) service in the past 12 months (AOR=0.63, 95% CI=0.53-0.76; and AOR=0.79, 95% CI=0.66-0.94 [respectively]). Bisexual men and women were more likely than heterosexuals to have shorter substance use-related inpatient stays (rate ratio [RR]=0.65, 95% CI=0.47-0.90; and RR=0.66, 95% CI=0.51-0.86 [respectively]) and to have fewer substance use-related ER visits (RR=0.69, 95% CI=0.48-0.99; and RR=0.55, 95% CI=0.43-0.69 [respectively]). CONCLUSIONS: The health care system needs strategies in LGB-centered care, research, medical education, health policy, and evidence-based practices to engage sexual minority groups in mental health and general medical care.

Evaluating the Impact of a Targeted Brief HIV Intervention on Multiple Inter-Related HIV Risk Factors of Knowledge and Attitudes among Incarcerated Drug Users.

Increases in HIV prevalence indicate ongoing need for HIV interventions. A brief manualized intervention called TCU WaySafe, which addresses multiple HIV risks, was further evaluated to determine how it addressed individual's knowledge deficiencies in the assessed risks. The sample of 1256 offenders in 8 correctional substance abuse treatment programs participated either in treatment as usual (TAU) or TCU WaySafe. From multivariate multi-level analysis, WaySafe was more effective in improving the greatest need area, whether knowledge, motivation, or confidence regarding HIV risky behaviors. Findings underscored the importance of addressing HIV risk areas with greatest need for change and strengthens previous findings of the intervention's potential for individuals with varying HIV risks.

The role of physical and psychological health problems in the drug use treatment process.

The role of physical and psychological health is examined as a predictor of client engagement in prison-based drug treatment. A treatment process model was expanded to include physical and mental health issues. The sample included 6009 offenders in prison-based drug treatment, comprised of 67% male, 26% African American, 51% white, and 22% Hispanic; average age was 34.6. Half reported "some physical health concerns" and mentioned a variety of ailments. A fifth reported moderate stress on the Kessler Psychological Distress Scale (K10) and 15% reported PTSD based on the PTSD Check List (PCL). Structural equation modeling was used to model treatment engagement in terms of demographics, physical health concerns, psychological distress, HIV risky behaviors, self-esteem, decision making, and treatment motivation. Two random samples were created, with one used for estimation and the other for cross-validation. The findings suggested physical health and HIV risky behaviors have effects on client engagement through psychological functioning, and that psychological functioning has direct effects on treatment engagement.

StaySafe: A self-administered android tablet application for helping individuals on probation make better decisions pertaining to health risk behaviors.

This paper describes the development and protocol for feasibility and efficacy testing of a risk reduction intervention designed to improve behavioral health outcomes among drug offenders on probation under community supervision or in residential substance abuse treatment centers. StaySafe is a self-administered tablet-based intervention for teaching better decision-making skills regarding health risk behaviors, especially those involving HIV risks. We are using pre/post, experimental/control group randomized clinical trial (RCT) in both community and residential probation settings with goals to 1) assess the feasibility and acceptance of StaySafe by examining participation rates and satisfaction measures, and 2) examine the impact of StaySafe on decision-making skills, confidence and motivation to avoid sex and drug risks, willingness to discuss health risks and concerns with helpful others, and engagement in health risk behaviors. StaySafe consists of 12 brief sessions and utilizes an evidence-based decision-making schema, called WORKIT, which guides participants through steps for identifying the problem and options, evaluating the options and making a decision about which option to carry out. Multiple sessions of StaySafe provide a practice effect so that the WORKIT steps become easily accessible to participants when making decisions. Three of the sessions provide participants a choice of activities designed to provide additional information about HIV and reinforce lessons learned during the WORKIT sessions. Preliminary data demonstrate feasibility and high levels of satisfaction with StaySafe.

A Brief Assessment for HIV Risk: The TCU HVHP Form.

Targeted HIV screens may help identify some risk-related concerns of drug-using offenders. The present study describes the Texas Christian University HIV/Hepatitis Risk Assessment (TCU HVHP) form, a 19-item self-report instrument measuring HIV and hepatitis risks based on a sample (N = 1,056) of offenders in eight prisons. Principal components analysis indicated four scales (Injection Risk, Condom Attitudes, Sex Risk, and AIDS Concern) with reliable psychometric properties with coefficient α reliabilities ranging from .72 to .88. Concurrent validities indicated the four scales were related to motivation for treatment, level of drug use, psychosocial functioning, and criminal thinking, although the patterns varied by gender. The TCU HVHP Form should be attractive to programs needing a brief assessment measuring HIV risk behaviors, attitudes toward condom use, and concerns about acquiring and transmitting HIV.

Gender as a moderator in predicting re-arrest among treated drug-involved offenders.

The primary aim of the current study is to explore gender differences on the relationships of pre-treatment risk factors and psychosocial functioning with time to re-arrest following termination from prison. The sample consisted of 384 males and 313 females who were admitted to four prison-based substance abuse treatment programs. Results showed that female inmates experienced a longer time to re-arrest than male inmates. Higher self-reported ratings of decision making confidence and peer support were associated with a lower likelihood of re-arrest for males. Males with higher self-esteem ratings were more likely to be re-arrested than males who reported lower self-esteem. Females with more self-reported criminal involvement had a higher rate of re-arrest than did those with less criminal involvement. In contrast to males, females with relatively high self-reported self-esteem had a lower rate of re-arrest than their counterparts who reported low self-esteem. Clinical implications include the importance of enhancing decision-making confidence and peer support for males and self-esteem for females.

Evaluation of WaySafe: A Disease-Risk Reduction Curriculum for Substance-Abusing Offenders.

With a focus on reducing disease risk behavior in the community, a six-session curriculum, WaySafe, was developed to increase positive decision-making skills among soon-to-be-released inmates participating in a therapeutic community substance abuse treatment program. The intervention used TCU Mapping-Enhanced Counseling as an approach to focus on cognitive aspects of risky sexual and drug use behaviors in an effort to improve problem recognition, commitment to change, and strategies for avoiding behavioral risks of infections. A total of 1393 inmates from eight different institutions in two states were randomly assigned to receive WaySafe or treatment as usual (TAU). Baseline and follow-up surveys measured knowledge, confidence, and motivation regarding general HIV information, risky sex and drug use, HIV testing, and risk reduction skills. WaySafe participants had significantly better scores on all measures at follow-up than did TAU participants, supporting the efficacy of WaySafe in improving knowledge, motivation, and confidence in avoiding risky behaviors.