Discussion
Treatment of Depression and PTSD in Primary Care Clinics Serving Uninsured Low-Income Mostly Latina/o Immigrants: A Naturalistic Prospective Evaluation
Stacey Kaltman, PhD, Georgetown University School of Medicine, Washington, DC
Maria Rosa Watson, DDS, DrPH, Primary Care Coalition of Montgomery County, Silver Spring, MD
Marcela Campoli, MHA, PhD, Primary Care Coalition of Montgomery County, Silver Spring, MD
Adriana Serrano, MS, Georgetown University School of Medicine, Washington, DC
Nicholas Talisman, BA, Georgetown University School of Medicine, Washington, DC
Laura Kirkpatrick, BA, Georgetown University School of Medicine, Washington, DC
Mihriye Mete, PhD, MedStar Health Research Institute, Hyattsville, MD
Bonnie L. Green, PhD Georgetown University School of Medicine, Washington, DC
Abstract
Objectives: Uninsured immigrants to the US are psychologically vulnerable due to limited access to mental health services. Latina/o immigrants from Central and South America are further
at risk due to high levels of trauma exposure, both in their country of origin and adopted country.
Effective behavioral interventions in primary care are needed to address this services gap for
common trauma-related mental disorders, including depression and posttraumatic stress disorder
(PTSD). A naturalistic prospective study compared depression and PTSD outcomes for uninsured
primary care patients, mostly Latina/o immigrants, in clinics with distinct models for integrating
behavioral health services. One clinic had a collaborative care program, i.e., a multi-component,
system-level intervention with the goals of facilitating increased screening, improving accuracy,
increasing uptake of evidence-based treatment, and utilizing measurement-based treatment to
target. The other had co-located services, with an on-site therapist.
Corresponding Author: Stacey Kaltman, Department of Psychiatry, Georgetown University Medical Center, 2115 Wisconsin Avenue, NW Suite 120, Washington, DC 20007, (202) 687-6571, [email protected].
HHS Public Access Author manuscript Cultur Divers Ethnic Minor Psychol. Author manuscript; available in PMC 2020 October 01.
Published in final edited form as: Cultur Divers Ethnic Minor Psychol. 2019 October ; 25(4): 579–589. doi:10.1037/cdp0000251.
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Method: One hundred thirty-eight patients with presumptive depression were interviewed at baseline. Follow-up data were collected 8-months later. Care received between the two
assessments was ascertained by chart review.
Results: There was a significant decrease in depression symptoms regardless of clinic. Factors associated with improved depression outcomes included absence of comorbid PTSD and lack of
additional trauma exposures. Although there was overall improvement in PTSD, there was
significantly more improvement in the collaborative care clinic.
Conclusions: Results suggest that both models were effective for depression and PTSD; however, the collaborative care model had added benefits for those patients with PTSD.
Keywords
Latina/o; immigrant depression; PTSD; primary care; collaborative care; integrated care; low income populations
There is increasing awareness of the need for effective and efficient treatment strategies for
common mental disorders (e.g., depression and anxiety) in primary care settings. This is
particularly true for low-income, uninsured minority populations that experience significant
mental health care disparities (Ault-Brutus & Alegria, 2016; Cook, McGuire, & Miranda,
2007; Cook, Trinh, Li, Hou, & Progovac, 2017; Safran et al., 2009). Census projections
suggest that by 2060, the number of Latina/os in the United States will grow to
approximately 119 million, representing 29% of the US population (Colby & Ortman,
2014). Central and South Americans are the third and fourth largest groups of Latina/os in
the US (López & Patten, 2015).
Immigrants from Central and South America, while understudied, may warrant particular
focus given their high level of exposure to traumatic experiences (Fortuna, Porche, &
Alegria, 2008; Kaltman, Hurtado de Mendoza, Gonzales, Serrano, & Guarnaccia, 2011).
Trauma exposure is a significant risk factor for common mental disorders, including
depression and posttraumatic stress disorder (PTSD) (Hovens et al., 2009; Schell &
Marshall, 2008). Further, trauma and PTSD predict medical morbidity (Burg et al., 2016;
Schnurr, Wachen, Green, & Kaltman, 2014; Wolf & Schnurr, 2016), and the sequelae of
trauma exposure are costly to health care systems (Eekhout, Geuze, & Vermetten, 2016;
Walker et al., 2003). PTSD and depression often co-occur; when they do, treatment of
depression is more complicated and may take longer to achieve remission (Campbell et al.,
2007; Green et al., 2006; Hegel et al., 2005).
The research on the mental health of Latina/os in the US, specifically the prevalence of
depression and posttraumatic stress disorder, has yielded inconsistent findings in
comparisons with non-Latino Whites, with studies alternatively finding higher, lower, and
equivalent prevalence of disorder (Alegria et al., 2013; González, Tarrag, Whitfield, & Vega,
2010; Jimenez, Alegria, Chen, Chan, & Laderman, 2010; Pole, Best, Metzler, & Marmar,
2005; Roberts, Gilman, Breslau, Breslau, & Koenen, 2011). This inconsistency may be in
part derived from the fact that Latina/os are not a singular group, but rather are from diverse
countries with different contextual factors and influences (Alegria, Mulvaney-Day, et al.,
2007). Complexity is also derived from length of time spent in the US (Alegria, Mulvaney-
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Day, et al., 2007; Alegria, Sribney, Woo, Torres, & Guarnaccia, 2007). Other factors that
have been found to influence the mental health of Latina/os in the US include: family
support and conflict; exposure to discrimination, and perceived neighborhood safety
(Alegria, Shrout, et al., 2007; Cook, Alegria, Lin, & Guo, 2009).
One finding that is clear is that Latina/os in the US experience significant mental health
disparities related to access to care and mental health outcomes (Blanco et al., 2007; Cook,
Manning, & Alegria, 2013; Cook et al., 2007; Jimenez, Cook, Bartels, & Alegria, 2013;
McGuire & Miranda, 2008; USDHHS, 2001). Latina/os are more likely to be uninsured,
compared to non-Latino whites as well as other minority groups (Alegria et al., 2006:
DeNavas-Walt, Proctor, and Lee, 2005), and those with a mental disorder are less likely to
utilize mental health services. When they do seek care, Latina/os often delay treatment and
are more likely to receive inadequate and lower quality care, compared to non-Latino whites
(Alegria et al., 2002; Young, Klap, Sherbourne, & Wells, 2001).
Research suggests that Latina/os in the U.S. often prefer to seek mental health care for
common trauma-related mental disorders in primary care clinics (Eisenman et al., 2008;
Kaltman, Hurtado de Mendoza, Gonzales, & Serrano, 2014). There are a number of existing
models for integrating mental health care into the primary care setting (Collins, Hewson,
Munger, & Wade, 2010; NCCBH, 2003). One specific model with a strong evidence-based
is the collaborative care model (Katon et al., 1997; Unützer et al., 2002). Collaborative care
is a multi-component, system-level intervention with the goals of facilitating increased
screening and accurate diagnosis, and increased uptake of evidence-based treatment
(medications, psychotherapy or both) (Bower, Gilbody, Richards, Fletcher, & Sutton, 2006;
Katon et al., 1995). In this model, a patient-centered team includes a care manager, often a
nurse or social worker, who facilitates communication between the patient, primary care
provider, and a consulting psychiatrist. The primary care provider assumes responsibility for
the patient’s mental health care, the care manager provides supportive services (e.g.,
assessment, care coordination, regular follow-up contact with the patient, psychoeducation),
and a psychiatrist provides consultation to the team via regular meetings with the care
manager, rarely providing direct service to patients.
Multiple reviews of collaborative care for depression have shown that this specific care
delivery model is effective in improving depression symptoms, increasing adherence to care,
and increasing patient satisfaction (Gerrity, 2016; Gilbody, Bower, Fletcher, Richards, &
Sutton, 2006; Gilbody, Whitty, Grimshaw, & Thomas, 2003; Neumeyer-Gromen, Lampert,
Stark, & Kallischnigg, 2004; Sighinolfi et al., 2014; Thota et al., 2012). This is likely due to
a number of important characteristics of the collaborative care model, including a patient-
centered care team, focus on population-based care, measurement-based treatment to target,
evidence-based care, and accountable care (AIMS Center, 2013). Collaborative care is
effective in reducing PTSD symptoms as well (Fortney et al., 2015; Meredith et al., 2016).
The collaborative care model holds particular promise for the treatment of uninsured or
under-insured populations that do not have access to specialty mental health care. Toward
this end, a network of community clinics in greater Washington, DC metropolitan area began
an implementation of collaborative care in 2005. The network of clinics serves an uninsured
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population, many of whom are under-resourced immigrants from Central and South
America. A number of adaptations to the collaborative care model were necessitated by
characteristics of the target patient population (Kaltman, Pauk, & Alter, 2011). Because of
the high level of trauma exposure in the clinic populations, the model included an
assessment of trauma exposure as well as multiple disease targets, including depression,
PTSD, and generalized anxiety disorder. In addition to the care manager who performs many
essential functions in a traditional collaborative care program, a family support worker was
added to the intervention team to help address patients’ basic needs related to housing,
employment, and legal issues, and to increase patient engagement.
The current study was a naturalistic prospective study of this adapted collaborative care
program in a primary care clinic that serves primarily poor and uninsured immigrants from
Central and South America. The treatment received and mental health outcomes (depression,
PTSD) of patients in the adapted collaborative care were compared to those of patients in
another network clinic that served a similar patient population and had an on-site therapist
(75% FTE) to provide mental health services. While several randomized controlled trials
have demonstrated the effectiveness of psychotherapy for depression in primary care (Linde
et al., 2015; Schulberg, Raue, & Rollman, 2002), we are unaware of any studies that have
examined the real-world effectiveness of having a therapist as part of the clinic staff as a
model of care for meeting the mental health needs of the clinic population. It was unclear
whether employing a therapist in the absence of the added structure of a psychotherapy trial
(e.g., diagnostic rigor, use of manualized treatments) would yield the same results.
The current study was originally designed to compare a clinic with the collaborative care
model to a clinic without integrated behavioral health care. At the time of study
implementation, however, each clinic in the network had some form of behavioral health
treatment available. The clinic with an on-site therapist was chosen as the comparison clinic
because of the sharp distinction between the two models of care integration and the
similarity between the two patient populations. The clinic with an on-site therapist provided
psychotherapy to as many patients as time allowed, using the therapist’s best judgment as to
what psychotherapy strategies to employ. In contrast, the collaborative care clinic had a
focus on serving the clinic’s population of patients with depression and/or PTSD. This was done through screening and diagnostic assessment, care management, use of evidence-based
interventions, including pharmacotherapy algorithms and behavioral activation (e.g.,
Dimidjian et al., 2006; Jakupcak et al., 2010), and frequent symptom assessment to ensure
treatment to target.
The study was intended to address the following research questions: (1) were patients in the
adapted collaborative care program more likely to achieve improved depression and PTSD
outcomes than patients in the clinic with an on-site therapist?; (2) were patients in the
adapted collaborative care program more likely to receive satisfactory care than patients in
the clinic with an on-site therapist?; and (3) what additional factors were associated with
improved depression and PTSD at both clinic sites? We hypothesized that patients in the
collaborative care program would be both more likely to experience improved depression
and PTSD outcomes and to receive satisfactory care as compared to patients in the clinic
with an on-site therapist.
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Method
Study Design
This study identified patients with presumptive depression in two primary care clinics that
serve uninsured patients with the two models of service delivery described above. Study
participants were assessed at baseline and then again at approximately eight months. A
comprehensive chart review identified treatment that occurred in the interval between the
two assessments.
Setting
The study was conducted in partnership with two primary care clinics in the same clinic
system that serves low-income, uninsured communities in the greater Washington, DC
metropolitan area. The majority of patients served by the two clinics were monolingual
Spanish speaking immigrants. The collaborative care clinic served approximately 2700
unduplicated patients per year and the on-site therapist clinic served approximately1200
patients.
Participants
Participants were a convenience sample of patients receiving primary care, between the ages
of 18-70, who met presumptive criteria for depression based on having a Patient Health
Questionnaire-9 (PHQ-9) (Kroenke, Spitzer, & Williams, 2001) score ≥10, the cut-off for a
moderate level of symptoms. Exclusion criteria included: 1) apparent incoherence,
disorientation, or other impaired mental status at the time of recruitment; 2) documented
substance abuse or dependence within the last 6 months; 3) bipolar disorder or
schizophrenia; and 4) suicidal intent at the time of recruitment.
A total of 681 patients were screened over a period of seven months. Of these, 278 (41%)
screened positive on the Patient Health Questionnaire-2 (PHQ-2). Of those who screened
positive with the PHQ-2, 260 consented to participate in the study and be screened further
with the PHQ-9. One hundred and ninety eight met depression inclusion criteria based on
baseline PHQ-9 assessment, of which 5 patients were deemed ineligible due to cognitive
impairment, other serious mental illness (e.g., schizophrenia, bipolar disorder), or having
previously participated in the study.
There was a significant difference in the baseline depression screen-in rate by clinic, with
48.5% screening positive at the on-site therapist clinic and 35.8% at the collaborative care
clinic (χ2(1) =10.95, p < .0001). With 55 participants lost to follow-up, the final sample, with baseline and follow-up data, comprised 138 participants (72% follow up rate). Ten
individuals had missing data for the follow-up assessment of PTSD.
Individuals lost to follow-up were more likely to be male (χ2(1) =6.31, p < .05), never married (χ2(3) =17.07, p < .01), and employed (χ2(2) =25.76, p < .0001). Those lost to follow-up also had higher PHQ-9 scores, (t(191)= 2.03, p < .05). Although statistically significant, the difference represented only a 1.2-point difference on the PHQ-9. Those lost
to follow-up did not differ by clinic on demographics or baseline values.
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The average age of the sample of 138 participants was 47.6 (SD = 12.2) years. More than 80% (84.8) were women, and 51.4% were married/living with a partner. The majority of the
sample was Latina/o (94.2%) and 89.9% were monolingual Spanish speakers. Of those who
were foreign-born (94.2%), 66.2% had been in the US 10 years or more. The most
frequently represented countries of origin were: El Salvador (40.6%), Guatemala (18.1%),
Honduras (8.0%) and Mexico (8.0%). Sixty percent had completed less than a high school
education and 58.0% were working part- or full-time. Table 1 presents participant
demographics by clinic. Participants in the on-site therapist clinic were significantly more
likely to be women, married/living together, foreign-born and Latina/o than those in the
collaborative care clinic, which served a slightly more diverse immigrant population.
Procedures
Patients were approached in clinic waiting rooms by bilingual/bicultural research assistants
and asked for verbal assent to be screened for a study; once in a more private section of the
reception area, the study goals were described. Patients who agreed were screened in
Spanish or English, as preferred, using the PHQ-2 (Kroenke, Spitzer, & Williams, 2003) to
determine preliminary eligibility. Patients who scored ≥ 4 were invited to participate further.
A formal informed consent process included permission for both baseline and follow-up
interviews and a medical record review. Patients were administered a baseline interview that
confirmed eligibility using the PHQ-9 and included assessments of demographic variables,
trauma exposure, and PTSD symptoms. Most participants chose the Spanish version of the
assessments and were interviewed by bilingual/bicultural research assistants. If patients
continued to meet study criteria for presumptive depression at the baseline assessment,
defined as a PHQ-9 score ≥ 10, their primary care providers were informed of the
assessment results related to depression and PTSD symptoms, for appropriate follow-up and
provision of services.
For the follow-up assessment, participants were contacted by phone to schedule a telephone
assessment an average of 8.2 (SD = 1.6) months following their baseline interviews, and follow-up timeframe did not differ significantly by clinic. The target time frame for the
follow-up assessment was 6-9 months. This window was chosen to allow sufficient time for
the interventions to have a sustained impact, and to reach as many participants as possible,
given the mobility of the patient population. Participants were compensated with a $20 gift
card to a local grocery store for each assessment completed. The Georgetown University
Institutional Review Board and the primary care clinics’ review committees approved all
study procedures.
At the time of the study, both clinics were in a transition phase from a paper record to an
electronic health record. A clinic administrator from each site extracted data from the
clinic’s electronic health record based on a list of variables related to mental health treatment
during the study period. Data were then linked to participants’ study IDs and given to the
research team with personal identifiers removed. For the collaborative care clinic, a study
team member was also able to review that program’s additional records for collaborative
care specific activities. This component of the data collection occurred at the time of the
follow-up interview.
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Because the treatment models at the two clinics were distinct in scope and in services
offered, a strategy was needed to be able to compare the adequacy of care regardless of the
treatment model. Thus, we defined satisfactory care separately for each clinic, in line with
its treatment model. For the collaborative care clinic, satisfactory care was defined as
participation in the collaborative care program - evidenced by an intake evaluation,
presentation in the team meeting, and one or more services, including medication
management, therapy, and/or follow-up assessment. Individuals treated with antidepressant
medication for at least two months outside of the collaborative care program, a practice that
some of the providers were comfortable with given their ongoing participation with the
collaborative care program, were also deemed to meet the threshold of satisfactory care. For
the on-site therapist clinic, satisfactory care for therapy was defined as having 3 or more
sessions - based on a meta-analysis that suggested that brief psychotherapy for depression
and anxiety in primary care could be effective when delivered in as few as three sessions
(Cape, Whittington, Buszewicz, Wallace, & Underwood, 2010). For both sites, a course of
antidepressant medication of at least two months was selected based on patient distribution,
with at least 75% of those who took medications having taken it for at least 2 months, a
reasonable amount of time for the medication to have an effect.
Measures
All assessments were administered in an interview format. This was done to maximize
understanding by participants regardless of literacy level. Demographic variables included:
age, gender, education level, marital status, employment status, self-reported income,
country of origin, and years living in the US.
Current depression symptoms were assessed using the PHQ-9, a brief assessment of
depression typically used in primary care settings (Kroenke et al., 2001). The PHQ-9 has
adequate reliability, convergent validity, discriminant validity, and sensitivity to change
(Cameron, Crawford, Lawton, & Reid, 2008; Kroenke et al., 2001; Löwe, Kroenke, Herzog,
& Grafe, 2004; Martin, Rief, Klaiberg, & Braehler, 2006). The reliability and validity of the
Spanish version of the PHQ-9 has also been previously established (Diez-Quevedo, Trangil,
Sanchez-Planell, Kroenke, & Spitzer, 2001; Wulsin, Somoza, & Heck, 2002). Presumptive
depression was defined by a score ≥10. Cronbach’s alpha for this sample was 0.45.
Trauma exposure was assessed with a set of five questions that addressed whether the patient
had been exposed to physical violence, sexual violence, emotional abuse, had witnessed
violence, or experienced any other extreme situation not covered by the previous questions.
An example of a question is “Have you ever been physically attacked, like being hit, kicked,
or beaten up?” The questions were already being utilized by the collaborative care clinic as
part of the ongoing program’s intake evaluation (Kaltman, Pauk, et al., 2011). The emotional
abuse question was added based on prior research with the same immigrant community,
which highlighted the frequency of this type of exposure (Kaltman, Hurtado de Mendoza, et
al., 2011). This measure was pilot tested with patients in the same study clinics using
standard cognitive testing techniques to ensure comprehension by the target patient
population. If the participants answered one or more of the trauma exposure questions in the
affirmative, they were considered trauma exposed and were assessed for PTSD symptoms.
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Current PTSD symptomatology was evaluated with the PTSD Checklist for DSM-IV (PCL,
Weathers, Litz, Herman, Huska, & Keane, 1993) among only those participants who
endorsed at least one trauma exposure. Respondents rated how much they were bothered in
the past month by each of the PTSD symptoms included in the DSM-IV diagnosis (APA,
1994) on a 5-point Likert-type scale ranging from “Not at all” (1) to “Extremely” (5). The
PCL has good reliability with structured interviews for PTSD (Blanchard, Jones-Alexander,
Buckley, & Forneris, 1996). It has been used in studies of Latina/o immigrants (Eisenman,
Gelberg, Liu, & Shapiro, 2003) and a psychometric study demonstrated general
measurement equivalence across English- and Spanish-language versions (Grant, 2004).
Presumptive PTSD was defined by a score ≥ 30 (VA National Center for PTSD, 2014).
Change in PTSD symptoms from baseline to follow-up assessment was measured using a
subset of six PCL items with good sensitivity and specificity with the longer version, and
high correlations with the longer total score (Lang & Stein, 2005). Cronbach’s alpha for this
sample was 0.87 for the full PCL and 0.67 for the PCL-6.
A comprehensive chart review was completed for all patients included in the follow-up data
set, employing the electronic medical record (EMR) of each clinic. The chart data
abstraction was implemented by an EMR officer at each clinic organization at the time of the
follow-up telephone interview and spanned a one-year prior to that time, to include the
baseline phase of the study. The variables collected included: medical visits, behavioral
health visits, psychotropic medications utilization, and medical conditions. Data specific to
the collaborative care program were also collected, including intake evaluation, presentation
at the team meeting with the consulting psychiatrist, medication management, reassessment
of depression and/or PTSD symptoms, and visits with the family support worker. EMR data
were available for 98% of the patients in the final sample, with three patients not having
available chart data for review.
Data Analysis
Data collected in person at the onset of the study, via a computer-assisted phone interview at
8-months follow-up, and via medical record abstraction were joined together into a
spreadsheet where data were de-identified and password protected. Personal identifiers with
the corresponding study identification number were stored separately in a locked cabinet.
The de-identified patient data were imported into Stata 14™ (StataCorp, 2015) for statistical
analysis.
T-test comparisons of means (for continuous variables) for two independent groups and
Frequency Distribution Pearson chi-square (for categorical variables) were conducted to
compare sociodemographic and mental health variables at baseline. Analyses also compared
(1) the final sample that completed follow-up to the sample of participants lost to follow-up;
and (2) the patients in the two clinic sites.
For each of the outcome measures studied (i.e., PHQ-9 and PCL-6), independent-samples t-
tests were used to compare the clinics at baseline. The differences between the clinics over
time were estimated for each outcome measure using linear mixed models, which included:
a dummy variable for time, a dummy variable for clinic, and their interaction. These models
were also adjusted by age, trauma experienced between baseline and follow up, and
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satisfactory care. Predicted margins were computed for each model to illustrate the
differences over time and between clinics. The PTSD model was conducted on the 91
patients that met criteria for PTSD at baseline. Ten of these participants had missing data for
PTSD at follow-up. This was due to an error in procedures that happened periodically
through the study. We were unable to find anything systematic to explain why this happened
(i.e., it was unrelated to time within the study, interviewer, etc.).
Results
Table 2 presents baseline and follow-up levels of depression and PTSD. No statistically
significant differences between the clinics were observed on these variables at baseline. At
baseline, the mean depression score for participants in both clinics fell within the upper
limits of the moderate depression range on the PHQ-9 (moderate depression is defined as a
score of 10-14). At follow-up (Table 2), 73.9% of participants in the collaborative care clinic
and 68.5% in the on-site therapist clinic had reached the target of a PHQ-9 score ≤ 9 (OR
(collaborative care vs. on-site therapist) = 1.30, CI = 0.62 – 2.73).
Levels of trauma exposure were high, with 83.3% of participants (n = 115) reporting one or more exposures. The most frequently reported trauma exposure was physical violence
(51.5%), followed by emotional abuse (42.8%), sexual violence (34.8%), and witnessed
violence (33.3%). It is noteworthy that 80 participants (58.0%) reported experiencing an
extreme situation not covered by the specific exposures surveyed. Fifty-three participants
(81.5%) at the collaborative care clinic and 62 participants (84.9%) at the on-site therapist
clinic reported exposure to trauma. Forty-four participants (67.7%) at the collaborative care
clinic and 47 participants (64.4%) at the on-site therapist clinic met the cut-off for
presumptive PTSD in civilian primary care clinics (score of 30 or higher) (VA National
Center for PTSD, 2014). For later/multivariate analyses, those without trauma exposure were
excluded from PTSD analyses.
Table 3 presents treatment received by participants at each clinic, including medication only
(2 months), three or more therapy visits, collaborative care services, and combinations of
care. Significantly more participants in the collaborative care clinic received satisfactory
care than at the on-site therapist clinic. Forty-eight percent of participants in the
collaborative care clinic and 25.4% of the on-site therapist clinic received satisfactory care
(χ2(1) =7.76, p < .01) as defined for their respective clinics.
In the multivariate model of PHQ-9 scores over time, statistically significant effects were
observed for time (an average decrease of 7.5, 95% Cl = −8.8 to −6.2); new trauma exposure during the study period (higher average PHQ-9 by 2.2 for those with a new trauma experience, 95% CI = 0.55 to 3.86); and having PTSD at the onset of the study (higher average PHQ-9 by 2.2 for those with PTSD at baseline, 95% CI = 0.85 to 5.55). No effects were observed for clinic or having received satisfactory care. No other interactions,
including the time by clinic interaction were statistically significant.
In the multivariate model of PCL-6 score over time, statistically significant effects were
observed for age (average decrease in PCL-6 score for each year by 0.07, 95% CI = −0.14 to
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−0.00) and having moderate/severe depression (higher PCL-6 score by 4.5, 95% CI = 3.0 to 6.1). The time by clinic interaction was significant (p = 0.006), with predictive margins indicating that patients in the collaborative care clinic experienced greater symptom
reductions over time; that is a decrease of 2.0 in the PCL-6 score in the on-site therapist
clinic (95% CI = −3.8 to −0.2) compared to a decrease of 5.2 in the collaborative care clinic
(95% CI = −7.0 to −3.4), which resulted in a statistically lower PCL-6 mean score for the
collaborative care clinic by 2.6 units (95% CI: −4.71 to −0.53. No other interactions tested
were statistically significant.
Discussion
This study was a naturalistic prospective evaluation of a collaborative care program treating
depression and PTSD in a clinic that serves uninsured patients, primarily immigrants from
Central and South America. Receipt of treatment and mental health outcomes (depression
and PTSD symptoms) among patients with depression in a clinic with a collaborative care
program were compared to those of patients in a clinic with an on-site 75% FTE therapist
available. Patients at both study clinics, on average, experienced a significant decrease in
depression and PTSD symptoms between the baseline and follow-up assessments. This
finding is similar to a recent randomized controlled trial of collaborative care for PTSD in an
underserved patient population (Meredith et al., 2016), in which patients in both the
collaborative care arm and the “enhanced care as usual” arm improved.
At the follow-up assessment, more than 70% of participants at both clinics had a PHQ-9
score of less than 10 (73.9% of participants in the collaborative care clinic, 71.01% in the
on-site therapist clinic), the treatment target typically used by collaborative care programs, a
very positive outcome. This result is noteworthy given the setting of under-resourced clinics
and the mostly uninsured and impoverished patient population. Improvement in depression
was not associated with clinic site/model, suggesting that both treatment models were
effective.
The receipt of satisfactory care was not associated with improvement in depression over
time. However, significantly more participants in the collaborative care clinic received
satisfactory care. This is similar to a recent study of collaborative care for depression for
Latina/os in public-sector primary care clinics, which found that patients in the collaborative
care arm were more likely to receive psychotherapy or antidepressant medication treatment
that those in the enhanced usual care arm (Lagomasino et al., 2016). Services in the
collaborative care clinic also tended to be more comprehensive, consistent with the treatment
model there, as compared to the on-site therapist clinic, where patients tended to receive
either therapy or medications, but rarely both. There are several possibilities as to why the
receipt of satisfactory care did not confer better depression outcomes. First, the definition of
satisfactory care, based on the relatively low levels of care rendered to this uninsured
population, may not have been the right standard. However, other studies that have found
sustained effects for brief behavioral interventions in primary care clinics (Kaner et al.,
2007; Ray-Sannerud et al., 2012), as well as research suggesting that the greatest
improvements in mental health interventions occur early in treatment (Haas, Hill, Lambert,
& Morrell, 2002; Stiles et al., 2003). Second, it is possible that the added personal attention
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provided by a compassionate research staff member during the relatively intensive baseline
assessment may have contributed to patient healing, again minimizing group differences.
Third, a number of cases of depression may have resolved on their own, consistent with
cyclic nature of the disorder (Burcusa & Iacono, 2007).
Of note, more than half of the patients in both clinics received either no care or a level of
care below the defined threshold of satisfactory care (52.3% in the collaborative care clinic
and 72.6% in the on-site therapist clinic). This is consistent with a recent study of the reach
of interventions that integrate behavioral health into primary care. In that study of 11
practices with integrated care models with a total of 24,906 patients, 41% of eligible patients
received integrated services (Balasubramanian et al., 2015). The low level of care received in
our clinics may be due to patient factors such as refusal or patients not being able to work
within the clinic’s schedule for treatment, a realistic concern for the working poor. In
addition, providers may have recommended a watch and wait approach prior to initiating
care, or they may not have been able to address the identified mental health concern among
the host of other health concerns that patients frequently present. Finally, especially within
the on-site therapist clinic, there were capacity issues that may have prevented patients from
having a thorough mental health evaluation or accessing mental health care.
A high level of exposure to potentially traumatic events was observed in this study. More
than 80% of participants in both clinics reported exposure to one or more of the potentially
traumatic events assessed. Among general primary care populations, studies have found a
prevalence of trauma exposure between 57-88% (Alim et al., 2006; Gillespie et al., 2009;
Holman, Silver, & Waitzkin, 2000; Liebschutz et al., 2007; McQuaid, Pedrelli, McCahill, &
Stein, 2001; Norman et al., 2006), with studies of urban poor samples yielding the higher
estimates. For the depression outcome, experiencing additional trauma during the study
period was associated with worse outcomes, which is not surprising given the strong
relationship between trauma exposure and a range of negative mental health outcomes
(Creamer, Burgess, & McFarlane, 2001; Hovens et al., 2009; Kessler et al., 1999; Schell &
Marshall, 2008). This finding highlights the importance of screening for trauma exposure in
primary care.
Comorbid PTSD was observed in 68% of patients in the collaborative care clinic and 64% in
the on-site therapist clinic. Other studies have found the prevalence of PTSD among patients
with depression to be closer to one-third (Campbell et al., 2007; Gerrity, Corson, &
Dobscha, 2007; Green et al., 2006), much lower than what was observed in this sample. The
higher prevalence of PTSD observed here is not surprising given the high level of trauma
exposure experienced by impoverished immigrants from Central and South America.
Identifying and treating PTSD alongside depression is important because PTSD has been
shown to complicate and lengthen the treatment of depression (Green et al., 2006; Hegel et
al., 2005).
On average, patients in both clinics saw significant improvements in their PTSD symptoms.
In contrast to the findings for depression however, and consistent with the study hypothesis,
patients in the collaborative care clinic evidenced more improved PTSD symptoms than
those in the on-site therapist clinic. This finding suggests that for patients with comorbid
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depression and PTSD, the collaborative care model, especially one including a trauma focus,
may result in improved outcomes.
A further finding of interest was the significantly differential screen-in rate observed in the
two clinics: more participants in the on-site therapist clinic (48.5%) screened positive for
depression than those in the collaborative care clinic (35.8%). One possible explanation for
this finding given the roughly similar patient populations served by the two clinics is that
more patients in the collaborative care clinic had already been identified and treated
successfully for depression. Outreach screening is an important part of a collaborative care
model and this result provides support for this systemic approach, which may identify more
patients in need of care than other models of integrated care. However, other explanations
(e.g., chance sampling differences) could account for the same finding, so further study is
warranted.
As mentioned earlier, this sample also had a high proportion of patients with various chronic
medical conditions (77%), which have the potential to impact mood and overall quality of
life. Although this study did not focus on the relationship between mental health and co-
existing chronic diseases, future studies should explore baseline depression levels and
outcome improvement in relationship to conditions that impair general health.
Some study limitations warrant mention. First, only one clinic with each treatment model
was evaluated. A study with multiple clinics randomized to each treatment model would
allow for more rigorous analysis and generalizable findings. Second, this study was
originally designed to compare a collaborative care program to a clinic without mental
health services. However, this was not feasible by the time of study implementation.
Fortunately for the patients, there were no longer any potential comparison clinics that did
not have some component of mental health treatment. Third, both clinics were implementing
electronic health records during the study period, increasing the likelihood that some
treatment data may have been missing (missing data would most likely be random). The
medical record review was also challenged by a lack of systematic and consistent
documentation in the records. Fourth, there was a 28% loss to follow-up and those lost to
follow-up differed in important ways from the original sample. However, given the multi-
stage consenting process and multiple contacts required to participate in the study, we were
encouraged that 72% of those recruited were able to fully participate. This rate of retention
was similar to other studies of collaborative care programs (Meredith et al., 2016).
In conclusion, this prospective study adds to the literature on integrating behavioral health
into primary care, and specifically the collaborative care model, by examining the impact of
a community-implemented collaborative care program for a particularly vulnerable and
understudied patient population that is uninsured and ineligible for Federally-funded health
programs. Our results suggest that both treatment models were effective for both depression
and PTSD within a context of screening for these disorders. The similarity in findings in this
study across the two treatment models does not provide support for adoption of one
treatment model over the other. Clearly further research is needed. An additional research
question for future studies could examine the costs of the two models as well as their cost-
effectiveness.
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Our study did find added benefits of the collaborative care model for those patients with
PTSD and appeared to be more effective in identifying patients in need of care. Key
characteristics of the collaborative care model, including outreach screening, a focus on
population management, and measurement-based treatment to target, as well as the
adaptations made to the collaborative care program specific to this patient population, may
all work together toward ameliorating the disparities that underserved groups such as
Latina/o immigrants in the US experience with regard to access to and quality of mental
health services.
Given the level of need for mental health care, particularly among uninsured and
underserved patient populations, it is imperative to continue the discussion regarding the
best models of integrated care and processes for identifying and treating common mental
disorders in primary care, including trauma-related outcomes. Understanding the
relationship between characteristics of the target patient population and the services offered,
particularly with an understanding of the level of care needed to achieve an impact, will be
important to support mental health care that is accessible, relevant and effective.
Acknowledgements:
Funding for this study was provided by NIMH R24MH080809 (PI: Green). The effort and support of the following individuals is acknowledged: Steve Galen, Dr. Elise Riley, Dr. Susan Pankratz, Edwin Velis, Marlene Printz, the clinicians and staff at the two study clinics, and additional study interviewers, Karen Orozco, Michelle Pilligua, and Maryen Vemuri.
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Table 1.
Demographic characteristics by clinic
Variable Collaborative Care Clinic (n = 65)
On-Site Therapist Clinic (n = 73)
Age in years - M (SD) 47.7 (12.8) 47.6 (11.8)
Gender - n (%) Female 50 (76.9) 67 (91.8)*
Marital Status -n (%) Married/Living Together 23 (35.4) 48 (65.8)*
Ethnicity - n (%) Latina/o 58 (89.2) 72 (98.6)**
Nativity - n (%) Foreign Born 58 (89.2) 72 (98.6)*
Time in US - n (%) in US less than 10 years 23 (35.4) 21 (28.8)
Education - n (%) Less than high school education 36 (55.4) 47 (64.4)
Employment Status -n (%) Employed Full or Part-Time 37 (56.9) 43(58.9)
* p < .01,
** p < .001
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Table 2.
Baseline and follow-up levels of depression and PTSD by clinic
Variables Collaborative Care Clinic (n = 65)
On-Site Therapist Clinic
(n=73)
t-test (rank sum) p-value
PHQ-9 score
Baseline 14.8 (3.6) 14.8 (4.1) 0.91
Follow-up 5.9 (6.1) 7.2 (5.3) 0.20*
Full PCL score
Baseline 1 46.4 (14.2) 44.4 (15.1) 0.47
PCL-6 2
Baseline 19.1 (4.7) n=44
19.1 (4.4) n=47
0.98
Follow-up 12.4 (5.9) n=38
14.7 (5.5) n=43
0.07*
1 Full PCL scores are reported for participants reporting trauma exposure, n =115
2 PCL-6 scores are reported for participants meeting criteria for PTSD at baseline, n = 91
* p-value of p less than or equal to .05 based on nonparametric test
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Table 3.
Treatment received by participants with chart review data by clinic
Variable Collaborative Care Clinic
(n = 64)
On-Site Therapist Clinic (n = 71)
n (%) n (%)
Less than satisfactory care 33 (51.6%) 53 (74.6%)
Satisfactory care 31 (48.4) 18 (25.4%)
Types of Treatment received: n (proportion of
clinic total) n (proportion of
clinic total)
Medications only 3 (4.7%) 6 (8.5%)
Collaborative care 17 (26.6%) N/A
Therapy only N/A 11 (15.5%)
Combined treatment 11 (17.2%) 1 (1.4%)
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Table 4.
Linear mixed models changes in depression and PTSD
Variable PHQ-9 Coefficient (95% CI)
PCL-6
Age −0.02 (−0.07 to 0.03) −0.07 (−0.14 to 0.00)
New Trauma 2.20 (0.55 to 3.55)** −0.19 (−2.20 to 1.81)
PTSD (Baseline) 2.20 (0.85 to 3.55)*** N/A
Depression (Baseline) N/A 4.52 (2.96 to 6.08)***
Received satisfactory care 0.83 (−0.51 to 2.17) −0.17 (−1.84 to 1.50)
Time −7.49 (−8.82 to 6.16)*** −1.98 (−3.77 to −0.19)*
Clinic 0.02 (−1.54 to 1.59) 0.58 (−1.41 to 2.58)
Time*Clinic −1.54 (−3.47 to 0.39) −3.21 (−5.51 to −0.90)**
N 270 166
Wald chi2 (df) 311.2 (7) 135.85 (7)
p-val <0.001 <0.001
* p < .05,
** p < .01,
*** p < .001
Cultur Divers Ethnic Minor Psychol. Author manuscript; available in PMC 2020 October 01.
- Abstract
- Method
- Study Design
- Setting
- Participants
- Procedures
- Measures
- Data Analysis
- Results
- Discussion
- References
- Table 1.
- Table 2.
- Table 3.
- Table 4.