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Abstract

Objective:

Strong evidence exists for posttraumatic stress disorder (PTSD) as a risk factor for suicidal thoughts and behaviors across diverse populations. However, few empirical studies have examined PTSD and other trauma-associated stress disorders as risk factors for suicide mortality among health system populations. This study aimed to assess trauma-associated stress diagnoses as risk factors for suicide mortality in a U.S. health system population.

Methods:

This case-control, matched-design study examined individuals who died by suicide between 2000 and 2015 and had received care from nine U.S. health systems affiliated with the Mental Health Research Network (N=3,330). Individuals who died by suicide were matched with individuals from the general health system population (N=333,000): 120 individuals with PTSD who died by suicide were matched with 1,592 control group members, 84 with acute reaction to stress were matched with 2,218 control individuals, and 331 with other stress reactions were matched with 8,174 control individuals.

Results:

After analyses were adjusted for age and sex, individuals with any trauma-associated stress condition were more likely to have died by suicide. Risk was highest among individuals with PTSD (adjusted OR [AOR]=10.10, 95% CI=8.31–12.27), followed by those with other stress reactions (AOR=5.38, 95% CI=4.78–6.06) and those with acute reaction to stress (AOR=4.49, 95% CI=3.58–5.62). Patterns of risk remained the same when the analyses were adjusted for any comorbid psychiatric condition.

Conclusions:

All trauma-associated stress disorders are risk factors for suicide mortality, highlighting the importance of health system suicide prevention protocols that consider the full spectrum of traumatic stress diagnoses.

HIGHLIGHTS

In analyses of data from nine U.S. health systems, posttraumatic stress disorder (PTSD) and other trauma-associated stress diagnoses were found to be associated with increased risk for suicide mortality.
Risk for suicide mortality was higher for individuals given a diagnosis of PTSD than for those having an acute reaction to stress or other stress reaction diagnosis.
Increased training for health care providers regarding recognition of trauma-related stress and improved screening, intervention, and referral to treatment for individuals with trauma-associated stress diagnoses may support existing suicide prevention strategies.
Suicide is an urgent public health crisis in the United States, where more than 48,000 suicide deaths occur each year and where rates of suicide deaths have increased by more than 20% over the past 20 years (14). This increase has been seen across U.S. subpopulations with varying demographic characteristics (58). Mental health conditions are established risk factors for suicide (811). Among these conditions, posttraumatic stress disorder (PTSD) represents a high risk for suicidal thoughts and behaviors (1215).
Studies conducted among U.S. veteran populations (1618) have also examined traumatic stress disorders as risk factors for suicide mortality. However, few investigations have examined the associations between PTSD and other trauma-associated stress diagnoses and suicide mortality in U.S. health system populations (13). To date, two Danish epidemiological studies have explored the connection between trauma-associated stress disorders and suicide mortality among civilians. One study examining health and administrative registry records data (19) demonstrated that individuals with PTSD died by suicide at five times the rate of individuals without PTSD. The second study, using longitudinal health registry data (20), found that trauma and stress disorders were associated with increased all-cause mortality, including death by suicide. A 2002 U.S. clinical drug trial found no link between PTSD and suicide among patients with anxiety disorders; however, the authors indicated several limitations, among them the inclusion of patients at low risk for suicide (21, 22). Given the rise in suicide across the past two decades, additional research is necessary. To our knowledge, no large study has yet examined the link between PTSD and other trauma-associated stress disorders and suicide in U.S. health system populations.
In addition to PTSD, several less emphasized (i.e., less research, less awareness, and less screening in the clinic vs. PTSD) diagnostic classifications of trauma-associated stress conditions can indicate symptomatology or functional impairment after trauma exposure. Limited research exists on how acute reaction to stress (characterized by symptoms similar to those seen in PTSD that occur shortly after a traumatic experience but have a briefer duration than PTSD symptoms) and other stress reactions (i.e., adjustment disorders, adjustment reactions not otherwise specified, and other specified adjustment reactions) are associated with risk for suicide mortality (20, 23, 24). This study aimed to make a further and more comprehensive contribution to the field by assessing how trauma reactions affect risk for suicide mortality in the year before death. By including several diagnoses that represent the spectrum of symptomatology and functional impairment after trauma exposure, our goal was to build on previous work that focused solely on PTSD and to compare risks for suicide mortality across the spectrum of traumatic stress disorders. Given the public health priority to understand risk factors associated with suicide mortality and the knowledge gap in the field, this study aimed to assess trauma-associated stress diagnoses as risk factors for suicide mortality in a health system population.

Methods

This study used health care data from nine U.S. health care systems to allow for a large and diverse population and the inclusion of multiple trauma and stress diagnoses. The analyses were controlled for sex, age, and any co-occurring psychiatric condition (i.e., other known risks for suicide) (25, 26).

Data Source

The nine health systems participated in the Mental Health Research Network (MHRN), a consortium that provides care to a diverse population of >30 million people annually (see http://www.hcsrn.org/en/Collaboration/Consortia/mhrn.html) (25, 26). Electronic medical records (EMRs) and insurance claims data from each MHRN system are kept in a secure and locally stored virtual data warehouse (8, 27). In addition to comprehensive multistate EMRs and health plan data, official state mortality records, coded with the ICD-10-CM, were used to access suicide mortality data (codes X60–X84 and Y87.0). For a more in-depth description of our novel data source, please see our previously published work (8, 27). Each health system’s institutional review board approved the research use of the deidentified data.

Study Sample and Design

This study used a case-control design that encompassed 3,330 individuals who died by suicide (case group) and 333,000 matched control group members from the nine participating health systems. Case subgroups included 120 (3.6%) individuals with a PTSD diagnosis, 84 (2.5%) individuals with an acute reaction to stress diagnosis, and 331 (9.9%) individuals with other stress reactions who died by suicide between January 2000 and September 2015. Among individuals in the matched control group, 1,592 (0.5%), 2,218 (0.7%), and 8,174 (2.5%) had a diagnosis of PTSD, a diagnosis of acute reaction to stress, or other stress reactions, respectively. Control group members were matched to people in the case group by health system site and enrollment period (all individuals had been continuously enrolled in the health system’s affiliated health care plans for at least 10 months before the index date). Date of death was used as the index date for all individuals who died by suicide, and the same index date was used for all matched control group members. The nine health systems were geographically and demographically diverse, resulting in a health system–affiliated population representative of the geographic service areas (25, 26).

Measurements

Three categories of trauma-associated stress conditions were identified and extracted prior to the index date. These categories consisted of one or more diagnostic codes from ICD-9-CM for posttraumatic stress disorders (309.81), acute reactions to stress (308.0–308.4 and 308.9), and other stress reactions (309.0–309.4, 309.82, 309.83, 309.89, 309.9). Because of the lack of clear diagnostic distinction between different adjustment disorders in ICD-9-CM, all adjustment disorders were condensed into one diagnostic category and are referred to as “other stress reactions” throughout this article. To adjust the analyses for any comorbid psychiatric condition, a dichotomous variable representing the presence or absence of one or more of the most prevalent psychiatric diagnoses in the general U.S. population was created. For more details on the specific diagnostic codes we used, see our previous work (5, 8).

Statistical Analysis

To examine the association between trauma-associated stress disorders and suicide mortality, conditional logistic regression models were used. Three sets of models were developed, with the analyses controlled for age, sex, and comorbid psychiatric condition. Disorders were grouped into three categories and were dichotomously coded to indicate presence or absence of each condition in the year before the index date. Of those who died by suicide, 1.7% (N=57) had two trauma-associated stress diagnoses, and 0.1% (N=3) had three. Of those in the control group, 0.2% (N=774) had two diagnoses, and <0.1% (N=28) had three.
Demographic statistics were used to calculate average number of visits with a recorded trauma-associated stress condition and average number of days between last health care visit and day of death. All analyses were generated with SAS, version 9.4.

Results

Individuals who died by suicide were more likely to be male (77.2% of case group members vs. 47.3% of control group members) and middle aged (49.2% were ages 40–64 vs. 38.7% of control group members) or older (22.2% were ages ≥65 vs. 13.6% of control group members) (Table 1). Youths (ages 0–17) in the case group were least likely to die by suicide (4.1% of case group members). Individuals in both groups were most likely to be enrolled in commercial insurance (68.5% of case group members and 80.1% of control group members), followed by Medicare (24.7% and 13.1%, respectively). Of the full case sample, 14.3% (N=475) had a trauma-associated stress condition diagnosis within the year before the index date, compared with 3.4% (N=11,217) of control group individuals.
TABLE 1. Demographic characteristics of patients with trauma diagnoses who died by suicide during 2000–2015 and of matched control patients
 Case patients (N=3,330)Control patients (N=333,000) 
CharacteristicN%N%p
Age (years)    <.001
 0–171354.173,39922.0 
 18–3981924.685,60825.7 
 40–641,63849.2128,73438.7 
 ≥6573822.245,25913.6 
Male2,57177.2157,43647.3<.001
Insurance typea    <.001
 Commercial2,12068.5248,28680.1 
 Medicaid742.49,1603.0 
 Medicare76524.740,63413.1 
 Private pay1324.311,4593.7 
 Other6.2257.1 
Neighborhood poverty levelb    .24
 Higher than low income2,19689.7223,76790.4 
 High poverty25110.323,6599.6 
Neighborhood educationc    .04
 <25% college graduate1,94160.0199,87161.8 
 ≥25% college graduate1,29240.0123,70338.2 
Comorbid psychiatric condition2,02160.764,79019.5<.001
Trauma and stress disorder     
 PTSD1203.61,592.5<.001
 Acute reaction to stress842.52,218.7<.001
 Other stress reaction3319.98,1742.5<.001
 Any diagnosed trauma or stress condition47514.311,2173.4<.001
a
Total N=3,097 for case patients and N=309,796 for control patients. Percentages were calculated on the basis of these total Ns.
b
High poverty indicates U.S. Census blocks where >20% of individuals have incomes below the poverty level. Total N=2,447 for case patients and N=247,426 for control patients. Percentages were calculated on the basis of these total Ns.
c
≥25% college graduate represents U.S. Census blocks where ≥25% of residents were college graduates. Total N=3,233 for case patients and N=323,574 for control patients. Percentages were calculated on the basis of these total Ns.
The presence of any trauma-associated stress diagnosis in the year before the index date was associated with higher risk for suicide (Table 2). When the analyses were adjusted for sex and age, individuals with any diagnosed trauma-associated stress condition were more likely to die by suicide (adjusted OR [AOR]=5.82, 95% CI=5.26–6.45). Of the subgroups, the most elevated risk for death by suicide was seen among individuals diagnosed as having PTSD (AOR=10.10, 95% CI=8.31–12.27), followed by those having a diagnosis of other stress reactions (AOR=5.38, 95% CI=4.78–6.06) or acute reaction to stress (AOR=4.49, 95% CI=3.58–5.62). When the analyses were adjusted for age, sex, and comorbid psychiatric condition, suicide risk remained elevated for all trauma-associated stress conditions, and the pattern of elevated risk remained the same as that in previous models across diagnoses.
TABLE 2. Likelihood of suicide among patients, by trauma and stress disorder diagnosisa
AnalysisOR or AORb95% CIp
Univariate analysis   
 PTSD7.836.48–9.46<.001
 Acute reaction to stress3.903.12–4.87<.001
 Other stress reaction4.473.98–5.02<.001
 Any diagnosed trauma or stress condition4.854.38–5.36<.001
Adjusted for sex and age   
 PTSD10.108.31–12.27<.001
 Acute reaction to stress4.493.58–5.62<.001
 Other stress reaction5.384.78–6.06<.001
 Any diagnosed trauma or stress condition5.825.26–6.45<.001
Adjusted for sex, age, and any comorbid psychiatric condition
 PTSD3.322.73–4.04<.001
 Acute reaction to stress1.461.16–1.83.001
 Other stress reaction1.701.50–1.92<.001
 Any diagnosed trauma or stress condition1.841.65–2.05<.001
a
A total of 475 individuals had a trauma-associated stress condition diagnosis within the year before the index date.
b
Values are OR for the univariate analysis and adjusted OR (AOR) elsewhere. Values were calculated on the basis of the likelihood of death by suicide of individuals having one of the listed conditions.
On average, individuals who died by suicide had more psychotherapy appointments than did control group individuals (Table 3). Individuals who died by suicide were also more likely to have attended a health care appointment (including psychotherapy or other medical care) at which any of the trauma-associated stress conditions were recorded (indicating that a provider had identified or discussed the condition) than those in the control group. Individuals who died by suicide were also more likely than control group individuals to have attended a health care appointment in the month before the index date, although the proportion of individuals who were seen in the month before the index date was low across conditions and groups. The shortest average length of time between a health care appointment and death by suicide was seen among those with PTSD (mean±SD=82.3±94.2 days), and the longest time interval was seen among those with a diagnosis of other stress reaction (mean=105.4±100.1 days) (Table 3).
TABLE 3. Health care utilization among patients with trauma diagnoses who died by suicide (2000–2015) and among matched control patientsa
VariableCase group (N=3,330)Control group (N=333,000)
N of visits with recorded condition in the year before the index dateM±SDM±SD
 Any diagnosed trauma or stress condition.6±3.0.1±1.3
 PTSD.2±2.3.03±.7
 Acute reaction to stress.1±.5.01±.1
 Other stress reaction.3±1.7.1±1.0
 Psychotherapy visit1±4.4.1±1.5
N of days between last visit and suicide deathM±SDM±SD
 Any diagnosed trauma or stress condition93.9±96.3
 PTSD82.3±94.2
 Acute reaction to stress102.8±92.4
 Other stress reaction105.4±100.1
 Psychotherapy visit96.1±98.1
Visit with the recorded condition in the month before the index dateN%N%
 Any diagnosed trauma or stress condition1675.02,206.7
 PTSD481.4401.1
 Acute reaction to stress20.6252.1
 Other stress reaction1093.31,599.5
 Psychotherapy visit1524.61,996.6
a
A total of 475 individuals had a trauma-associated stress condition diagnosis within the year before the index date, compared with 11,217 control group individuals.

Discussion

This study brings an important focus to trauma-associated stress diagnoses as clear risk factors for suicide mortality among U.S. populations. About 14% of individuals in our sample who died by suicide had a diagnosed trauma-associated stress condition, and all trauma conditions were linked to increased risk for suicide. Although the highest risk for suicide mortality was associated with PTSD, significantly elevated risks were seen for other, often less emphasized diagnoses. This article uniquely contributes to the field by demonstrating that PTSD is a risk factor for suicide mortality among health system–affiliated individuals. Findings build on those of previous studies that examined PTSD as a risk factor for suicide mortality among other populations (5, 8). Past studies (15, 16, 19, 28) of veterans and Danish civilians with PTSD found risk levels similar to that seen in our population, lending support to the assertion that PTSD is a risk factor for suicide mortality worldwide.
This study further contributes to the field by exploring the risk for suicide across a spectrum of trauma-associated mental health conditions (20). Our findings suggested that all trauma-associated stress conditions are associated with increased risk for suicide mortality, calling attention to the need to consider all types of traumatic stress symptomatology as risk factors for suicide mortality and supporting efforts to treat reactions to trauma as a spectrum of functional impairment and symptomatology (20, 2931). Acute reaction to stress and other stress reactions are often considered subclinical in comparison with PTSD; however, our findings suggested the importance of taking these categories seriously, because individuals with these diagnoses are also at high risk for suicide mortality (20, 32, 33).
Variation in risk for suicide mortality was seen across trauma conditions. PTSD was associated with the highest risk for suicide mortality, followed by other stress reactions and acute reactions to stress, which demonstrated similar levels of risk. These results differed from those of a Danish epidemiological sample (20), in which similar risk for suicide was found across all trauma-associated stress disorders. This difference in comparative risk may have been due to lack of consistent screening and identification of acute reactions to stress and other stress reactions in the current study’s participating health systems. System staff (consisting of many types of providers) may have been less aware of or knowledgeable about stress disorders other than PTSD and may therefore have been less likely to screen for or diagnose these conditions (34, 35). In contrast, behavioral health providers were responsible for diagnosing conditions among individuals in the Danish sample (20), which may be indicative of a more comprehensive description of the type and prevalence of trauma conditions. Alternatively, the possibility exists that individuals with other stress reactions and those with acute reactions to stress experienced less severe symptomatology or were more likely to be referred to and engage in behavioral health treatments, lowering their relative risk for suicide mortality compared with those with PTSD. These findings support the need for additional training of medical providers to improve their ability to recognize and diagnose traumatic stress conditions and to refer individuals with these conditions to appropriate treatment as a key suicide prevention strategy.
Consistent with our previous work (8), this study found that, compared with control group individuals, those who died by suicide were more likely to have had a health care appointment in which a trauma diagnosis was recorded, indicating that these individuals were likely experiencing more severe symptoms that motivated them to seek care (i.e., psychotherapy). The shortest average duration from health care visit to death by suicide was approximately 82 days (among patients with PTSD). Individuals who died by suicide were also more likely to have attended a health care appointment in the month before the index date. These findings highlight the important work being done in health care systems to identify and effectively provide intervention for those at risk for suicide and the need for further improvement and support to ensure patients in need are promptly identified and engaged in high-quality, trauma-informed care.
This study provided information on the relative population-level risk for suicide mortality, as well as the specific number of individuals at risk, in our health system sample (8). Although individuals with PTSD had the highest risk for suicide mortality, they represented a relatively small number compared with individuals with other trauma-associated stress conditions. Alternatively, although individuals with a diagnosis of other stress reaction demonstrated slightly lower risk for suicide mortality, this subgroup was nearly three times larger than the subgroup with PTSD. Given the serious risk for suicide among individuals with any trauma-associated stress diagnosis, population-level screening and referral measures should be implemented in conjunction with effective universal screening protocols for suicide (e.g., Zero Suicide, the Parkland suicide screening program) across health systems (36, 37). Moreover, individuals with trauma-associated stress conditions should be referred to and provided with trauma-informed behavioral health treatment and other support services that lower their individual risk (21, 31, 32, 36). Future research is needed to study the absolute risk for suicide for individuals with traumatic stress conditions.
This study also explored how the presence of a comorbid psychiatric condition affects suicide risk among individuals with trauma-associated stress disorders. Our results indicated that risk for suicide among those with trauma conditions persisted even after analyses were controlled for comorbid psychiatric condition, although, as expected, the magnitude of risk was lower. These findings suggested that trauma-associated stress conditions should be considered independent risk factors for suicide and that the risk increases when a comorbid psychiatric condition is present. However, analyses that are controlled for comorbid mental health conditions among individuals who have experienced trauma should be interpreted carefully, given the impact of trauma across symptoms and domains of functioning (38). Some scholars argue that co-occurring disorders are, for many people, a consequence of their trauma exposure and PTSD (15, 20). In fact, some empirical evidence (15, 20) has shown that the development of new-onset diagnoses of depression, anxiety, and substance use stems from exposure to trauma and the experience of traumatic stress, and that the development of this additional comorbid condition increases the effects of PTSD on suicidality. Although our study design limited our ability to determine diagnostic onset, future longitudinal analysis should be conducted to further understand how comorbid psychiatric conditions may develop after trauma, how this development may affect suicide risk, and where concomitant intervention points exist within health care settings serving trauma survivors.
One limitation of this study was the use of ICD-9-CM codes to capture trauma-associated stress conditions. The use of the adjustment disorder diagnosis has been poorly conceptualized and lacks diagnostic specificity (23, 39, 40). These disorders are often used by providers to diagnose trauma-associated stress conditions that do not meet criteria for either PTSD or acute reactions to stress (23, 24, 3941). Moreover, concerns also exist for the overuse of adjustment diagnoses, whereby these disorders may be used to indicate normal stress reactions (23). To increase diagnostic clarity, a new ICD-10 diagnosis, known as “reaction to severe stress,” was created to distinguish traumatic stress from adjustment disorders, and several proposals have been made to further clarify and differentiate stress-associated disorders for ICD-11 (23). Given the current study’s use of ICD-9-CM codes, heterogeneity likely was present in our other stress reaction category. Moreover, because of the lack of diagnostic clarity, future health system screening and intervention protocols may consider alternative strategies (traumatic event and symptom checklists, clinician assessments) for monitoring impairment and risk after trauma exposure, and future longitudinal research should explore how risk for suicide may vary across the spectrum of trauma symptoms.
Several characteristics of our sample may have limited the generalizability of our results. First, all individuals in our sample had some health care coverage (although the sample represented a diverse spectrum of commercial, self-pay, and public insurance options). Given the disparities in access to and use of health care among individuals with trauma experiences, our findings may represent less severe risk than that seen among uninsured populations (42). Second, although the overall sample size was large (a strength of our study), a total of 535 cases of a diagnosed trauma condition were found. Although a smaller sample size was expected, because of overall prevalence rates, this number should be considered an underestimate. Moreover, the trauma conditions in this study were not mutually exclusive—60 people in the case group had multiple diagnoses (resulting in 475 individuals with trauma disorders). This variability was likely caused by variation in provider awareness of and training in diagnosing certain trauma-associated conditions. Because providers were responsible for recording diagnostic codes at each encounter, it is possible that some providers did not identify or record trauma conditions, whereas other providers, such as psychotherapists who regularly treat trauma conditions, routinely did so. Third, control group criteria excluded individuals who died in the year before the index date (e.g., incidents of accidental overdose), which may have affected the differences in risk seen between the case and control groups. Finally, because race and ethnicity data were not collected by MHRN staff before 2009, such data were absent from our analyses. We have attempted to comment on the geographically diverse nature of our sample by sharing other studies performed by our network (25, 26) and hope to explore the associations between trauma, suicide risk, and race and ethnicity in future studies.

Conclusions

Over 14% of individuals who died by suicide were given any diagnosis of a trauma-associated stress condition in the year before death, and all diagnostic trauma categories were associated with high risk for suicide mortality. This study fills an important gap by investigating the association between PTSD and risk for suicide in a U.S. health system population. This work further contributes to the field by assessing several traumatic stress diagnoses that represent a spectrum of trauma-associated symptomatology and impairment and by providing suggestions to improve health system suicide prevention strategies.

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Information & Authors

Information

Published In

Go to Psychiatric Services
Go to Psychiatric Services
Psychiatric Services
Pages: 936 - 942
PubMed: 37143334

History

Received: 29 April 2021
Revision received: 9 December 2022
Accepted: 9 December 2022
Published online: 5 May 2023
Published in print: September 01, 2023

Keywords

  1. Suicide and self-destructive behavior
  2. Posttraumatic stress disorder (PTSD)
  3. trauma-associated stress diagnoses
  4. prevention
  5. health care

Authors

Details

Kelsey J. Sala-Hamrick, Ph.D. [email protected]
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Jordan M. Braciszewski, Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Hsueh-Han Yeh, Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Logan Zelenak, B.A.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Joslyn Westphal, M.P.H.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Ganj Beebani, M.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Cathrine Frank, M.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Gregory E. Simon, M.D., M.P.H.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Ashli A. Owen-Smith, Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Rebecca C. Rossom, M.D., M.S.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Frances Lynch, Ph.D., M.S.P.H.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Christine Y. Lu, M.Sc., Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Stephen C. Waring, D.V.M., Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Melissa L. Harry, Ph.D., M.S.W.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Arne Beck, Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Yihe G. Daida, Ph.D.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).
Brian K. Ahmedani, Ph.D., M.S.W.
Center for Health Policy and Health Services Research (Sala-Hamrick, Braciszewski, Yeh, Zelenak, Westphal, Ahmedani) and Department of Psychiatry (Braciszewski, Beebani, Frank, Ahmedani), Henry Ford Health System, Detroit; Kaiser Permanente Washington, Seattle (Simon); Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, and Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta (Owen-Smith); HealthPartners Institute, Bloomington, Minnesota (Rossom); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Boston (Lu); Essentia Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Institute for Health Research, Kaiser Permanente Colorado, Denver (Beck); Kaiser Permanente Hawaii, Honolulu (Daida).

Notes

Send correspondence to Dr. Sala-Hamrick ([email protected]).

Competing Interests

The authors report no financial relationships with commercial interests.

Funding Information

This research was funded by the NIMH (R01-MH-103539, U19-MH-092201).

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