Medical-encounter mental health diagnoses, non-fatal injury and polypharmacy indicators of risk for accident death in the US Army enlisted soldiers, 2004-2009.

Accidents are a leading cause of deaths in U.S. active duty personnel. Understanding accident deaths during wartime could facilitate future operational planning and inform risk prevention efforts. This study expands prior research, identifying health risk factors associated with U.S. Army accident deaths during the Afghanistan and Iraq war. Military records for 2004-2009 enlisted, active duty, Regular Army soldiers were analyzed using logistic regression modeling to identify mental health, injury, and polypharmacy (multiple narcotic and/or psychotropic medications) predictors of accident deaths for current, previously, and never deployed groups. Deployed soldiers with anxiety diagnoses showed higher risk for accident deaths. Over half had anxiety diagnoses prior to being deployed, suggesting anticipatory anxiety or symptom recurrence may contribute to high risk. For previously deployed soldiers, traumatic brain injury (TBI) indicated higher risk. Two-thirds of these soldiers had first TBI medical-encounter while non-deployed, but mild, combat-related TBIs may have been undetected during deployments. Post-Traumatic Stress Disorder (PTSD) predicted higher risk for never deployed soldiers, as did polypharmacy which may relate to reasons for deployment ineligibility. Health risk predictors for Army accident deaths are identified and potential practice and policy implications discussed. Further research could test for replicability and expand models to include unobserved factors or modifiable mechanisms related to high risk. PTSD predicted high risk among those never deployed, suggesting importance of identification, treatment, and prevention of non-combat traumatic events. Finally, risk predictors overlapped with those identified for suicides, suggesting effective intervention might reduce both types of deaths.

Associations of childhood bullying victimization with lifetime suicidal behaviors among new U.S. Army soldiers.

BACKGROUND: Prior studies have documented associations of childhood bullying victimization with suicidal behaviors. However, many failed to adjust for concomitant risk factors and none investigated this relationship in military personnel. This study aimed to estimate independent associations of childhood bullying victimization with suicidal behaviors among U.S. Army soldiers. METHODS: Soldiers reporting for basic training completed a cross-sectional survey assessing mental disorders, suicidal behaviors, and childhood adversities including two types of bullying victimization: (1) Physical Assault/Theft and (2) Bullying Comments/Behaviors. Associations of childhood bullying experiences with suicidal behaviors were estimated using discrete-time survival analysis of person-year data from 30,436 soldiers. Models adjusted for sociodemographic factors, childhood maltreatment by adults, and mental disorders. RESULTS: After comprehensive adjustment for other risk factors, more frequent Physical Assault/Theft by peers during childhood was associated with increased odds of lifetime suicidal ideation (adjusted odds ratio [AOR] = 1.18, 95% CI: 1.11-1.26, P < .001) and attempt (AOR = 1.30, 95% CI: 1.13-1.50, P < .001). More frequent Bullying Comments/Behaviors were associated with increased risk of ideation (AOR = 1.30, 95% CI: 1.26-1.35, P < .001), plan (AOR = 1.44, 95% CI: 1.35-1.54, P < .001), attempt (AOR = 1.24, 95% CI: 1.15-1.33, P < .001), and onset of plan among ideators (AOR = 1.09, 95% CI: 1.03-1.15, P = .002). Relative to no bullying victimization, exposure to the most persistent bullying was associated with two- to fourfold increase in risk for suicidal behaviors. CONCLUSIONS: Childhood bullying victimization is associated with lifetime suicidal behaviors among new soldiers. Exposure to Bullying Comments/Behaviors during childhood is associated with progression from suicidal ideation to plan. Improved recognition of these relationships may inform risk mitigation interventions for soldiers.

Timing the Mode Switch in a Sequential Mixed-Mode Survey: An Experimental Evaluation of the Impact on Final Response Rates, Key Estimates, and Costs.

Mixed-mode surveys need to determine a number of design parameters that may have a strong influence on costs and errors. In a sequential mixed-mode design with web followed by telephone, one of these decisions is when to switch modes. The web mode is relatively inexpensive but produces lower response rates. The telephone mode complements the web mode in that it is relatively expensive but produces higher response rates. Among the potential negative consequences, delaying the switch from web to telephone may lead to lower response rates if the effectiveness of the prenotification contact materials is reduced by longer time lags, or if the additional e-mail reminders to complete the web survey annoy the sampled person. On the positive side, delaying the switch may decrease the costs of the survey. We evaluate these costs and errors by experimentally testing four different timings (1, 2, 3, or 4 weeks) for the mode switch in a web-telephone survey. This experiment was conducted on the fourth wave of a longitudinal study of the mental health of soldiers in the U.S. Army. We find that the different timings of the switch in the range of 1-4 weeks do not produce differences in final response rates or key estimates but longer delays before switching do lead to lower costs.

Reported Wandering Behavior among Children with Autism Spectrum Disorder and/or Intellectual Disability.

OBJECTIVE: To characterize wandering, or elopement, among children with autism spectrum disorder (ASD) and intellectual disability. STUDY DESIGN: Questions on wandering in the previous year were asked of parents of children with ASD with and without intellectual disability and children with intellectual disability without ASD as part of the 2011 Survey of Pathways to Diagnosis and Services. The Pathways study sample was drawn from the much larger National Survey of Children with Special Health Care Needs conducted in 2009-2010. RESULTS: For children with special healthcare needs diagnosed with either ASD, intellectual disability, or both, wandering or becoming lost during the previous year was reported for more than 1 in 4 children. Wandering was highest among children with ASD with intellectual disability (37.7%) followed by children with ASD without intellectual disability (32.7%), and then children with intellectual disability without ASD (23.7%), though the differences between these groups were not statistically significant. CONCLUSIONS: This study affirms that wandering among children with ASD, regardless of intellectual disability status, is relatively common. However, wandering or becoming lost in the past year was also reported for many children with intellectual disability, indicating the need to broaden our understanding of this safety issue to other developmental disabilities.

APPROXIMATING A DSM-5 DIAGNOSIS OF PTSD USING DSM-IV CRITERIA.

BACKGROUND: Diagnostic criteria for DSM-5 posttraumatic stress disorder (PTSD) are in many ways similar to DSM-IV criteria, raising the possibility that it might be possible to closely approximate DSM-5 diagnoses using DSM-IV symptoms. If so, the resulting transformation rules could be used to pool research data based on the two criteria sets. METHODS: The pre-post deployment study (PPDS) of the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) administered a blended 30-day DSM-IV and DSM-5 PTSD symptom assessment based on the civilian PTSD Checklist for DSM-IV (PCL-C) and the PTSD Checklist for DSM-5 (PCL-5). This assessment was completed by 9,193 soldiers from three US Army Brigade Combat Teams approximately 3 months after returning from Afghanistan. PCL-C items were used to operationalize conservative and broad approximations of DSM-5 PTSD diagnoses. The operating characteristics of these approximations were examined compared to diagnoses based on actual DSM-5 criteria. RESULTS: The estimated 30-day prevalence of DSM-5 PTSD based on conservative (4.3%) and broad (4.7%) approximations of DSM-5 criteria using DSM-IV symptom assessments were similar to estimates based on actual DSM-5 criteria (4.6%). Both approximations had excellent sensitivity (92.6-95.5%), specificity (99.6-99.9%), total classification accuracy (99.4-99.6%), and area under the receiver operating characteristic curve (0.96-0.98). CONCLUSIONS: DSM-IV symptoms can be used to approximate DSM-5 diagnoses of PTSD among recently deployed soldiers, making it possible to recode symptom-level data from earlier DSM-IV studies to draw inferences about DSM-5 PTSD. However, replication is needed in broader trauma-exposed samples to evaluate the external validity of this finding.

Lifetime prevalence of DSM-IV mental disorders among new soldiers in the U.S. Army: results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS).

BACKGROUND: The prevalence of 30-day mental disorders with retrospectively reported early onsets is significantly higher in the U.S. Army than among socio-demographically matched civilians. This difference could reflect high prevalence of preenlistment disorders and/or high persistence of these disorders in the context of the stresses associated with military service. These alternatives can to some extent be distinguished by estimating lifetime disorder prevalence among new Army recruits. METHODS: The New Soldier Study (NSS) in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) used fully structured measures to estimate lifetime prevalence of 10 DSM-IV disorders in new soldiers reporting for Basic Combat Training in 2011-2012 (n = 38,507). Prevalence was compared to estimates from a matched civilian sample. Multivariate regression models examined socio-demographic correlates of disorder prevalence and persistence among new soldiers. RESULTS: Lifetime prevalence of having at least one internalizing, externalizing, or either type of disorder did not differ significantly between new soldiers and civilians, although three specific disorders (generalized anxiety, posttraumatic stress, and conduct disorders) and multimorbidity were significantly more common among new soldiers than civilians. Although several socio-demographic characteristics were significantly associated with disorder prevalence and persistence, these associations were uniformly weak. CONCLUSIONS: New soldiers differ somewhat, but not consistently, from civilians in lifetime preenlistment mental disorders. This suggests that prior findings of higher prevalence of current disorders with preenlistment onsets among soldiers than civilians are likely due primarily to a more persistent course of early-onset disorders in the context of the special stresses experienced by Army personnel.

Prevalence and correlates of suicidal behavior among new soldiers in the U.S. Army: results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS).

BACKGROUND: The prevalence of suicide among U.S. Army soldiers has risen dramatically in recent years. Prior studies suggest that most soldiers with suicidal behaviors (i.e., ideation, plans, and attempts) had first onsets prior to enlistment. However, those data are based on retrospective self-reports of soldiers later in their Army careers. Unbiased examination of this issue requires investigation of suicidality among new soldiers. METHOD: The New Soldier Study (NSS) of the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) used fully structured self-administered measures to estimate preenlistment histories of suicide ideation, plans, and attempts among new soldiers reporting for Basic Combat Training in 2011-2012. Survival models examined sociodemographic correlates of each suicidal outcome. RESULTS: Lifetime prevalence estimates of preenlistment suicide ideation, plans, and attempts were 14.1, 2.3, and 1.9%, respectively. Most reported onsets of suicide plans and attempts (73.3-81.5%) occurred within the first year after onset of ideation. Odds of these lifetime suicidal behaviors among new soldiers were positively, but weakly associated with being female, unmarried, religion other than Protestant or Catholic, and a race/ethnicity other than non-Hispanic White, non-Hispanic Black, or Hispanic. CONCLUSIONS: Lifetime prevalence estimates of suicidal behaviors among new soldiers are consistent with retrospective reports of preenlistment prevalence obtained from soldiers later in their Army careers. Given that prior suicidal behaviors are among the strongest predictors of later suicides, consideration should be given to developing methods of obtaining valid reports of preenlistment suicidality from new soldiers to facilitate targeting of preventive interventions.

The Key Role of Schools in Youth Suicide Prevention.

The coronavirus disease 2019 (COVID-19) pandemic has presented unprecedented challenges for youth and families dealing with remote school and work, lack of childcare, and social isolation over the course of 2 years. In response, the US Surgeon General recently published an advisory warning of a mental health crisis among youth,1 noting that youth with intellectual and developmental disabilities, racial/ethnic and sexual/gender minority youth, and youth in low-income, rural, and immigrant households were at higher risk of mental health challenges in the pandemic. The advisory arrived on the heels of an emergency declaration about child and adolescent mental health put forth by the American Academy of Pediatrics, American Academy of Child and Adolescent Psychiatry, and Children's Hospital Association in October 2021. Both emphasize that the COVID-19 pandemic exacerbated already growing youth mental health concerns and highlight the key role schools must play in preventing youth suicide. In this commentary, we make the case for why we need schools to be in the business of youth suicide prevention.

Perinatal Depression: Challenges and Opportunities.

Perinatal depression (PND) is a major depressive episode during pregnancy or within 4 weeks after childbirth up to a year. Risk factors for PND include stressful life events, history of depression, poor social support, unplanned and unwanted pregnancies, poor relationship quality, current or previous abuse, and low socioeconomic status. This mental disorder has been shown to have negative effects on mothers' quality of life and their intimate relationships, birth outcomes, and breastfeeding likelihood, as well as long-term effects on children's cognitive and emotional development. To date, no nationally representative study has examined whether there are socioeconomic and/or racial/ethnic differences in PND. This study discusses the prevalence and risk factors for PND, as well as its health consequences for mothers and children, the reasons for its underreporting and undertreatment, the evidence for different screening instruments and different treatment options, and the existing supportive policies to address this disorder in the United States. We conclude with outlining next steps in addressing the gaps in the literature on PND.

Public health surveillance for mental health.

Public health systems have relied on public health surveillance to plan health programs, and extensive surveillance systems exist for health behaviors and chronic disease. Mental health has used a separate data collection system that emphasizes measurement of disease prevalence and health care use. In recent years, efforts to integrate these systems have included adding chronic disease measures to the Collaborative Psychiatric Epidemiology Surveys and depression measures to the Behavioral Risk Factor Surveillance System; other data collection systems have been similarly enhanced. Ongoing challenges to integration include variations in interview protocols, use of different measures of behavior and disease, different interval reference periods, inclusion of substance abuse disorders, dichotomous vs continuous variables, and approaches to data collection. Future directions can address linking surveillance efforts more closely to the needs of state programs, increasing child health measurements in surveys, and improving knowledge dissemination from survey analyses.

Childhood Maltreatment and Lifetime Suicidal Behaviors Among New Soldiers in the US Army: Results From the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS).

OBJECTIVE: Understanding suicide risk is a priority for the US military. We aimed to estimate associations of childhood maltreatment with pre-enlistment suicidal behaviors in new Army soldiers. METHODS: Cross-sectional survey data from 38,237 soldiers reporting for basic training from April 2011 through November 2012 were analyzed. Scales assessing retrospectively reported childhood abuse and neglect were derived and subjected to latent class analysis, which yielded 5 profiles: No Maltreatment, Episodic Emotional Maltreatment, Frequent Emotional/Physical Maltreatment, Episodic Emotional/Sexual Abuse, and Frequent Emotional/Physical/Sexual Maltreatment. Discrete-time survival analysis was used to estimate associations of maltreatment profiles with suicidal behaviors (assessed with a modified Columbia-Suicide Severity Rating Scale), adjusting for sociodemographics and mental disorders. RESULTS: Nearly 1 in 5 new soldiers was classified as experiencing childhood maltreatment. Relative to No Maltreatment, all multivariate maltreatment profiles were associated (P values < .001) with elevated odds of lifetime suicidal ideation (adjusted odds ratios [AORs] = 3.10-4.93), plan (AORs = 3.75-10.77), attempt (AORs = 3.60-15.95), and onset of plan among those with ideation (AORs = 1.40-3.10). Several profiles also predicted attempts among those with plans (AORs = 2.01-2.47), and Frequent Emotional/Physical/Sexual Maltreatment predicted unplanned attempts among ideators (AOR = 5.32). Adjustment for mental disorders attenuated but did not eliminate these associations. CONCLUSIONS: Childhood maltreatment is strongly associated with suicidal behavior among new soldiers, even after adjusting for intervening mental disorders. Among soldiers with lifetime ideation, certain maltreatment profiles are associated with elevated odds of subsequently planning and/or attempting suicide. Focus on childhood maltreatment might reveal avenues for risk reduction among new soldiers.

Prevalence, Treatment, And Unmet Treatment Needs Of US Adults With Mental Health And Substance Use Disorders.

We examined prevalence, treatment patterns, trends, and correlates of mental health and substance use treatments among adults with co-occurring disorders. Our data were from the 325,800 adults who participated in the National Survey on Drug Use and Health in the period 2008-14. Approximately 3.3 percent of the US adult population, or 7.7 million adults, had co-occurring disorders during the twelve months before the survey interview. Among them, 52.5 percent received neither mental health care nor substance use treatment in the prior year. The 9.1 percent who received both types of care tended to have more serious psychiatric problems and physical comorbidities and to be involved with the criminal justice system. Rates of receiving care only for mental health, receiving treatment only for substance use, and receiving both types of care among adults with co-occurring disorders remained unchanged during the study period. Low perceived need and barriers to care access for both disorders likely contribute to low treatment rates of co-occurring disorders. Future studies are needed to improve treatment rates among this population.

Age of Parental Concern, Diagnosis, and Service Initiation Among Children With Autism Spectrum Disorder.

Children with autism spectrum disorder (ASD) require substantial support to address the core symptoms of ASD and co-occurring behavioral/developmental conditions. This study explores the early diagnostic experiences of school-aged children with ASD using survey data from a large probability-based national sample. Multivariate linear regressions were used to examine age when parent reported developmental concern to doctor, received ASD diagnosis, and first obtained services. Children whose parents had concerns about their child's verbal communication reported earlier ages for all outcomes when compared to children of parents who did not have verbal communication concerns. Children whose parents had concerns about their child's nonverbal communication or unusual gestures/movements received an earlier diagnosis than children whose parents did not have these specific concerns.

An Examination of Potential Misclassification of Army Suicides: Results from the Army Study to Assess Risk and Resilience in Servicemembers.

Debate continues about the accuracy of military suicide reporting due to concerns that some suicides may be classified as accidents to minimize stigma and ensure survivor benefits. We systematically reviewed records for 998 active duty Army deaths (510 suicides; 488 accident, homicide, and undetermined deaths; 2005-2009) and, using research criteria, reclassified 8.2% of the nonsuicide cases to definite suicide (1), suicide probable (4), or suicide possible (35). The reclassification rate to definite suicide was only 0.2% (1/488). This low rate suggests that flagrant misclassification of Army deaths is uncommon and surveillance reports likely reflect the "true" population of Army suicides.

Frequency of Improvised Explosive Devices and Suicide Attempts in the U.S. Army.

BACKGROUND: Improvised explosive devices (IEDs) were a prominent and initially new threat in the Iraq and Afghanistan war which raised concerns and anticipatory fear in and out of theater. This study examined the association of monthly IED rates with risk of soldier suicide attempt among those deployed and nondeployed. METHODS: Person-month records for all active duty Regular Army suicide attempters from 2004 through 2009 (n = 9,791) and an equal-probability sample of control person-months (n = 183,826) were identified. Logistic regression analyses examined soldiers' risk of attempting suicide as a function of monthly IED frequency, controlling for sociodemographics, service-related characteristics, rate of deployment/redeployment, and combat deaths and injuries. The association of IED frequency with suicide attempt was examined overall and by time in service and deployment status. FINDINGS: Soldiers' risk of suicide attempt increased with increasing numbers of IEDs. Suicide attempt was 26% more likely for each 1,000 IED increase in monthly frequency (odds ratio [OR] = 1.26, 95% confidence interval [CI] = 1.22-1.30). The association of IED frequency with suicide attempt was greater for soldiers in their first 2 years of service (OR = 1.30, 95% CI = 1.25-1.36) than for those with 3 or more years of service (OR = 1.18, 95% CI = 1.12-1.24). Among soldiers in their first 2 years of service, the association was constant, regardless of deployment status (χ22 = 3.89, p = 0.14). Among soldiers with 3 or more years of service, the association was higher for those never deployed (OR = 1.12, 95% CI = 1.01-1.24) and currently deployed (OR = 1.14, 95% CI = 1.05-1.23) than for those previously deployed. DISCUSSION: To our knowledge, this is the first study to examine and demonstrate an association between the aggregate frequency of IEDs and risk of suicide attempts among U.S. Army soldiers. This association was observed across deployment status and time in service, and for early-career soldiers in particular. The findings suggest that the threat of new weapons may increase stress burden among soldiers. Targeting risk perception and perceived preparedness, particularly early in a soldier's career, may improve psychological resilience and reduce suicide risk.

Mental Health Service Use in Adolescence: Findings From the National Survey on Drug Use and Health.

OBJECTIVE: This study examined mental health service use, by service type, of adolescents ages 12-17. METHODS: Data were from approximately 113,000 adolescents who participated in the 2008-2012 National Survey on Drug Use and Health, an annual nationally representative survey of the civilian, noninstitutionalized U.S. POPULATION: Polynomial contrasts tested for linear and quadratic changes across age in the use of three types of past-year mental health services: school-based services, outpatient therapist or clinic, and overnight hospital stay. RESULTS: Although mental health service use increased from age 12 to age 14 across all service types, it decreased or stabilized from age 15 to 17. School-based services were the most commonly used service and showed the steepest decline in use from age 12 to 17. CONCLUSIONS: Although adolescence can be marked by an increasing prevalence of mental disorders, mental health service use declined or leveled off for many service types by age 14 or 15.

Diagnosis lost: Differences between children who had and who currently have an autism spectrum disorder diagnosis.

Autism spectrum disorder diagnoses sometimes change due to misdiagnosis, maturation, or treatment. This study uses a probability-based national survey-the Survey of Pathways to Diagnosis and Services-to compare currently diagnosed (n = 1420) and previously diagnosed (n = 187) children aged 6-17 years based on retrospective parental reports of early concerns about their children's development, responses to those concerns by doctors and other healthcare providers, the type of provider who made the first autism spectrum disorder diagnosis, and the autism spectrum disorder subtype diagnoses received (if any). Propensity score matching was used to control for differences between the groups on children's current level of functioning and other current characteristics that may have been related to diagnosis loss. Approximately 13% of the children ever diagnosed with autism spectrum disorder were estimated to have lost the diagnosis, and parents of 74% of them believed it was changed due to new information. Previously diagnosed children were less likely to have parents with early concerns about verbal skills, nonverbal communication, learning, and unusual gestures or movements. They were also less likely to have been referred to and diagnosed by a specialist. Previously diagnosed children were less likely to have ever received a diagnosis of Asperger's disorder or autistic disorder.

Correlates of Mental Health Service Use Among Young Adults With Mental Illness: Results From the National Survey on Drug Use and Health.

OBJECTIVE: This study examined correlates of use of outpatient and inpatient mental health services and psychotropic medication in a large, nationally representative sample of young adults ages 18-26 with mental illness (N=22,600). METHODS: Data were from the 2008-2012 National Survey on Drug Use and Health, an annual nationally representative survey of the civilian, noninstitutionalized U.S. POPULATION: Separate logistic regression models examined past-year use of three mental health service types (outpatient services, inpatient services, and psychotropic medication). Correlates included demographic characteristics, factors developmentally relevant to young adults, and general medical and mental health status. RESULTS: Within this sample of young adults with mental illness, 20.4% used outpatient services, 3.6% used inpatient services, and 25.4% used psychotropic medication. Variables associated with use of one or more types of mental health services included being female (outpatient and medication), one to two moves in the past year (medication), having health insurance (all types), past-year criminal justice involvement (all types), poor health (inpatient and medication), substance use disorders (inpatient and medication), and mental illness with severe impairment (all types). Non-Hispanic blacks, Asians, and Hispanics were less likely than non-Hispanic whites to receive outpatient mental health services or psychotropic medications. Surprisingly, young adults employed full-time were less likely than those who were unemployed to receive services, and living with a partner (versus living alone) was not associated with a likelihood of using outpatient services. CONCLUSIONS: Results support the unique nature of young adulthood and the need to tailor mental health services to close gaps in service use during this developmental period.

The role of mental illness on cigarette dependence and successful quitting in a nationally representative, household-based sample of U.S. adults.

PURPOSE: To begin to explore whether the association between mental illness (MI), cigarette dependence, and unsuccessful quit attempts differs across particular demographic subgroups. METHODS: This study examines data from adults aged 18 years or older participating in the 2008-2012 National Surveys on Drug Use and Health. Analyses explored the moderating effects of age, gender, and race and/or ethnicity on associations between three levels of MI: (serious mental illness [SMI], any mental illness but no SMI, and no MI) and two smoking-related outcomes (cigarette dependence among current smokers and successful quitting among ever daily smokers). RESULTS: After confirming that adults with MI were more likely to be dependent on cigarettes and less likely to successfully quit smoking, particularly among those with SMI, adjusted analyses indicated that age (but not gender or race/ethnicity) moderated the associations between MI and cigarette dependence and between MI. CONCLUSIONS: The magnitude of the association between MI and cigarette dependence and between MI and successful quitting appears to be stronger among older adults than among younger adults. Identifying subgroups at particular high risk of cigarette dependence is paramount to targeting smoking prevention, cessation, and treatment services appropriately.

Behavioral Health Outcomes Among Adults: Associations With Individual and Community-Level Economic Conditions.

OBJECTIVE: This study examined the relationship between state and local economic conditions and serious psychological distress, substance use disorders, and mental health service utilization among adults in the United States. METHODS: Using data from 21,100 adults who responded to the 2008-2010 National Survey on Drug Use and Health, a nationally representative survey of the U.S. civilian noninstitutionalized population living in households, the study used multivariate methods to examine associations between selected macroeconomic conditions and behavioral health outcomes. RESULTS: Living in states in the top three quartiles for serious mortgage delinquency rate and in counties in the top three quartiles for unemployment rate was associated with a lower likelihood of using mental health services among individuals experiencing serious psychological distress (adjusted relative risk [ARR]=.54, .52, and .73, and ARR=.58, .62, and .71, respectively, versus quartile 1). Individual-level characteristics were the primary predictors associated with higher odds of having substance use disorders or experiencing serious psychological distress, but macroeconomic variables were not statistically significant predictors of these outcomes. CONCLUSIONS: Both individual-level socioeconomic characteristics and population-level macroeconomic conditions were associated with behavioral health outcomes. Prevalence of serious psychological distress and substance use disorders and use of mental health services varied by economic measure. The findings suggest that access to and availability of mental health services for individuals experiencing serious psychological distress may be more challenging for those who do not have health insurance or who reside in regions with higher rates of mortgage foreclosures or higher rates of unemployment.