Profiles of Depression Help Seeking Among Black Americans: A Latent Class Approach

Barriers to mental health services among college students screened in student health: A latent class analysis

Background: Almost a third of college students experience significant mental health concerns, but many do not receive adequate services. This study investigated barriers to mental health services among college students screened in a student health center primary care service. Method: Students (N = 1662) presenting for primary care completed mental health screenings and a barrier measure in the student health center of a university. Latent class analysis created barrier profiles. Results: Three barrier profiles were identified (none, logistical, all barriers). Profiles related to gender (p < .001), with logistical/all barrier profiles more likely amongst female students. No significant difference found by race. Students with higher depression scores were more likely to report logistical barriers than no barriers (p < .001). Conclusion: Programs must address multiple barriers to successfully engage students in treatment. Tailored interventions, including in primary care, should assess and respond to individual barriers, not just common ones.

Help-Seeking Preferences and Influencing Factors Among Chinese Nurses Exposed to COVID-19: A Person-Centered Approach

PURPOSE

This study aimed to explore help-seeking preference categories and crucial influencing factors among community nurses exposed to COVID-19 in China using a new person-centered approach.

DESIGN

A cross-sectional design including an online self-reported questionnaire survey was used.

METHODS

A total of 667 nurses who participated in COVID-19 prevention and control work were recruited. Latent class analysis and logistic regression were used to analyze the data using Mplus and SPSS.

FINDINGS

Two latent classes of help-seeking preferences were identified: high help-seeking preferences (33.58%) and low help-seeking preferences (66.42%). Most sampled nurses had relatively low help-seeking preferences when facing psychological threats during COVID-19. Logistic regression showed that career duration, perceived social support, online help-seeking intention, and social media exposure negatively affected low help-seeking preferences.

CONCLUSIONS

Career duration, perceived social support, online help-seeking intention, and social media exposure could be key factors influencing help-seeking preferences among Chinese nurses exposed to public emergencies. It is necessary to implement relevant intervention measures, such as focusing on nurses whose career durations are shorter, improving nurses' perceived social support, strengthening positive media publicity, and developing comprehensive online mental health services that promote nurses' help-seeking preferences and behaviors to reduce mental illness during public health emergencies.

CLINICAL EVIDENCE

Help-seeking preferences are relatively low among Chinese nurses during public emergencies. Based on the major influencing factors of help-seeking preferences, including social support and social media exposure, more interventions must be developed for prompting psychological help-seeking intentions among Chinese nurses.

Longitudinal Patterns of Strengths Among Youth with Psychiatric Disorders: A Latent Profile Transition Analysis

A better understanding of variability in the strengths of youth with psychiatric disorders is critical as a strength-based approach can lead to recovery. This study aimed to identify subgroups of strengths among youth with mental disorders and determine whether subgroups changes were associated with mental health recovery. Youth with mental disorders (N = 2228) from a statewide database were identified in the state fiscal year of 2019. Using the latent profile analysis and latent transition analysis, we identified three strength profiles (i.e., essential, usable, and buildable). Over 90% of youth sustained or developed strengths over time. Positive transitions were associated with mental health recovery, symptom reduction, and personal recovery. Buildable strengths supported youth's personal recovery independent of improving mental health needs. The findings suggest that subgroups of strengths may be a promising source for planning and tracking youth's progress and guiding clinicians to more efficiently allocate community-based resources.

Differences in psychosocial factors of mental health in an ethnically diverse Black adult population

We conducted a cross-sectional analysis in a convenient sample of Black adults in the United States (n = 269, ages 18-65) from diverse ethnic backgrounds (African-Americans, African immigrants, Afro-Caribbean immigrants). We examined mean differences in self-reported medical mistrust, use of mental health services, depression symptom severity, mental health knowledge and stigma behavior (or a desire for separation away from people living with a mental illness) according to ethnicity, citizenship status, age group, and gender. African Americans with moderate to severe depression symptoms had greater stigma behavior (mean = 12.2, SD = 3.2) than African Americans who screened in the minimal to mild depression range (mean = 13.1, SD = 3.5). Across the spectrum of depression, immigrants showed greater stigma than African Americans (p = 0.037). This is a pilot study that explores heterogeneity in the Black population in depression symptom severity and psychosocial factors related to mental health. Understanding these differences may contribute to how we approach needs and health system practices and policies at the individual, systemic, and structural level of mental health care.

Profiles, Correlates and Outcomes Among Patients Experiencing an Onset of Mental Disorder Based on Outpatient Care Received Following Index Emergency Department Visits

OBJECTIVE

This 5-year longitudinal study evaluated patients with an onset of mental disorder (MD) following index emergency department (ED) visits, in terms of (1) patient profiles based on 12-month outpatient follow-up care received, (2) sociodemographic and clinical correlates, and (3) adverse health outcomes for the subsequent 2 years.

METHODS

Data from administrative databases were collected for 2541 patients with an onset of MD, following discharge from Quebec ED. Latent class analysis was performed to identify patient profiles based on the adequacy of follow-up care after ED discharge. Bivariate analyses examined associations between class membership and sociodemographic and clinical correlates, high ED use (3 + visits/yearly), hospitalizations, and suicidal behaviors.

RESULTS

Five classes of patients were identified. Class 1, the smallest, labeled "patient psychiatrist only," included mainly young patients with serious MD. Classes 2 and 3, roughly 20%, were labeled "high use of patient general practitioner (GP) and psychiatrist" and "low use of patient GP and psychiatrist," respectively. Both included patients with complex MD, but Class 2 had more women and older patients with chronic physical illnesses. The 2 largest classes were labeled "no usual patient service provider" (Class 5) and "patient GP only" (Class 4). Class 5 included more younger men with substance-related disorders, while Class 4 had the older patients living in rural areas, many with common MD and chronic physical illnesses. Class 3 patients had the poorest outcomes, followed by Classes 1 and 2, while Classes 4 and 5 had the best outcomes.

CONCLUSIONS

Results revealed that nearly 40% of patients experiencing an onset of MD received little or no outpatient care following ED discharge. Higher severity or complexity of MD and, to a lesser extent, no or low GP follow-up may explain these adverse outcomes. More adequate, continuous care, including collaborative care, is needed for these vulnerable, high-needs patients.

Lay causal beliefs about PTSD and cultural correlates in five countries

Background

To date, cultural clinical research has primarily focused on differences between ethnic groups when investigating causal beliefs about mental disorders. While individual as well as contextual factors are considered important for gaining a better understanding of cultural influences, research on causal beliefs about post-traumatic stress disorder (PTSD) and cultural correlates in laypersons is scarce.

Objective

This study aimed at gain a better understanding of the association between causal beliefs about PTSD and cultural aspects, as well as other contextual and individual correlates of causal beliefs.

Method

We conducted a cross-sectional, vignette-based online survey with 737 laypersons from Mexico, Ecuador, Germany, Greece, and Russia. Participants completed the illness perception questionnaire revised (IPQ-R) and reported several cultural and sociodemographic (e.g. country of residence, gender, personal values) as well as mental health-related variables (e.g. PTSD symptoms, previous seeking of help). Latent class analysis (LCA) was performed to identify subgroups of individuals expressing similar causal beliefs for PTSD. Multinomial logistic regression was used to analyse covariates of class membership.

Results

LCA resulted in a three-class solution of casual beliefs: a traumatic event-focused class (41.1%); an intrapersonal causes class (40.1%); and a multiple causes class (18.0%). Multinomial logistic regression analysis revealed country of residence, gender, personal value of security, PTSD symptoms, and mental health literacy as significant covariates of class membership.

Conclusions

Integrating a more diverse concept of culture into cultural clinical research can be a valuable addition to group comparisons based on nationality or ethnicity. Cultural clinical research needs to move towards a more integrated approach that accounts for the complexity of culture. Including additional contextual and sociodemographic factors can help to reach a more accurate understanding of the cultural influences on the development of causal beliefs and mental health.

Let Go and Let God: A Study of Religiosity and Depressive Symptoms in the Black Church

The purpose of this study was to examine the relationship between dimensions of religiosity (organizational, non-organizational, subjective) and depressive symptoms in the Black church. Surveys were administered to attendees of four churches in the northeastern U.S. The Multidimensional Measure of Religious Involvement for African Americans examined religiosity and the Patient Health Questionnaire-8 items assessed depressive symptoms. Logistic regression analysis was employed to examine the relationship between religiosity and depressive symptoms adjusting for potentially influential covariates. Participants reporting high organizational religiosity were significantly more likely to report non-significant depressive symptoms (adjusted odds ratio (AOR) = 1.80, 95% confidence interval (CI) = 1.05, 3.08) in comparison with those reporting low organizational religiosity, when controlling for potentially influential covariates. Our findings suggest that organizational religiosity may be protective against depression. These findings inform the development of initiatives seeking to reduce the burden of depression in the Black church.

"There may be a problem, but I'm not going because…": examining classes of men and their rationales for not seeking mental health treatment

BACKGROUND

Men are less likely than women to seek out mental health treatment, despite men also having mental health struggles.

AIM

We examined typologies of men's reasons for not seeking treatment even though they perceived a need for treatment.

METHOD

We conducted a latent class analysis using a U.S. national sample of 836 men who specifically indicated a need for mental health services, but did not seek treatment from the National Study on Drug Use and Health.

RESULTS

We identified three distinct types of men and their unique rationales for not seeking treatment: positive attitudes class, perceived high behavioral control class, and negative attitudes class.

CONCLUSIONS

Unique strategies to market clinical services to each of the various needs and concerns of these types of men may prove more beneficial than a generic outreach approach. We encourage mental health professionals to proactively educate men about their services and aim to reduce barriers for men seeking treatment.

Help-seeking preferences among Chinese college students exposed to a natural disaster: a person-centered approach

BACKGROUND

Direct exposure to natural disasters is associated with increased mental disorders. Help-seeking behaviour among Chinese adults is low and the barriers and facilitators of help-seeking among Chinese adults exposed to natural disasters is understudied.

OBJECTIVE

Using a person-centred approach, this study describes help-seeking preferences and their correlates in a sample of Chinese college students after experiencing Typhoon Hato, the strongest storm to affect Macao, China in the past 50 years.

METHOD

The baseline sample was collected one month following exposure to the Typhoon (September 2017). Six months following the baseline study (April, 2018), a total of 815 students (females = 71.5%) completed follow-up and were included in the data analysis. Latent Class Analysis (LCA) and Multinomial Logistic Regression were used to analyse the data via Mplus 7.4 and Stata 15.0.

RESULTS

Three latent classes of help-seeking preferences were identified in this study, including: 'mental health professionals and close people' (MHPCP, 52%), non-seekers (31%), and 'multiple sources' (17%). The results of multinomial logistic regression showed that region of origin (mainland versus Macao, China), self-stigma, perceived helpfulness of professional mental health help, previous professional help-seeking behaviour, and perceived social support, were significantly associated with MHPCP help-seeking preferences.

CONCLUSION

A large proportion of students preferred to seek support from loved ones and professionals. However, over 30% of the sample preferred not seeking help for mental health concerns. Further research is needed to enhance mental health treatment seeking preferences among Chinese college students.

Survey of Chinese persons managing depressive symptoms: Help-seeking behaviours and their influencing factors

OBJECTIVES

To explore help-seeking behaviours of Chinese persons managing depressive symptoms and factors that influence these behaviours.

METHODS

A survey of residents living in communities in Wuhan, China was conducted using stratified random sampling. The Patient Health Questionnaire (PHQ-2), the Actual Help-Seeking Questionnaire (AHSQ) and a socio-demographic questionnaire were completed by participants. Descriptive statistics were analyzed. A multiple linear regression model was used to explore factors associated with help-seeking behaviours.

RESULTS

Of the 1785 respondents, 672 (37.6%) reported that they experienced depressive symptoms during the past year, and of these respondents, 517 (76.9%) indicated that they sought assistance. Among help-seeking sources utilized by participants, informal help was sought most frequently (72.9%), followed by hotline/Internet assistance (14.3%), mental health professionals (MHPs) (7.9%) and general physicians (GPs) (3.7%). The results of multilinear regression analysis showed that participants who were adults (aged 25-64 years), attended junior and high school (7-12 years education), and lived in urban areas were more likely to seek additional assistance for their depressive symptoms.

CONCLUSION

Mental health promotion and education efforts are needed to improve the public's mental health literacy and to promote appropriate utilization of informal sources of assistance in managing depressive symptoms such as a hotline or the Internet. Further interventions need to be considered to reinforce use of social supports and mental health professionals, especially in rural areas.

Who is seeking whom? A person-centred approach to help-seeking in adults with currently untreated mental health problems via latent class analysis

PURPOSE

Global surveys point to a gap in mental health service utilisation. However, contacting more than one source of professional help may influence the estimates of utilisation. Currently, few studies statistically differentiate between different sources of help based on patient characteristics.

METHODS

We assessed sociodemographic and psychosocial data in a convenience sample of 188 adults with mental health problems (M_age = 50.34 years; SD = 16.19; 71% female), who reported their help-seeking behaviour during the next 6 months. We analysed their behaviour via latent class analysis and compared baseline characteristics between classes.

RESULTS

We found four latent classes: "mental health professionals" (MHP; 9.0%), "multiple sources" (4.3%), "primary care" (35.6%), and "non-seekers" (51.1%). All classes had moderate to high probabilities of seeking help from friends or family. Primary care utilisers were more often in a cohabiting partnership; MHP utilisers were more experienced in mental health treatment and reported lower well-being and more depressive symptoms than non-seekers. By trend, non-seekers were younger, and both non-seekers and primary care utilisers reported fewer depressive and somatic symptoms than utilisers of multiple sources and MHP.

CONCLUSIONS

In our analysis, MHP utilisation was even lower (9.0%) than in previous studies. However, MHP utilisers appeared to suffer from more serious conditions than other latent classes. As informal sources such as family and friends were present in all latent classes, help-seeking behaviour seems to transcend traditional MHP-focused approaches. Further research is necessary to investigate tenability and trajectories of different latent classes of help-seeking in larger and representative samples with longer follow-ups.

Primary care physicians' perceived barriers on the management of depression in China primary care settings

BACKGROUND

Chinese patients with depression have limited access to mental health specialty care because of myriad barriers at different levels. Recently, there has been increased interest in targeting primary care settings for managing depression, because most depressed individuals visit their primary care physicians (PCPs) during the course of their depressive episodes. The present study examined PCPs' perceived barriers on the management of depression.

METHODS

A total of 295 PCPs completed a 36-item survey by mail. The survey questions included demographics, years in primary care, mental health training experience, and perceived barriers regarding the management of depression in their clinical and current practices. Chi-square and t-test analyses were used to compare the difference of demographic variables between the two districts. For the correlates of PCPs' clinical practices and their perceived barriers, logistic regression models were used.

RESULTS

At the practice level, lack of access to mental health specialists (37.8%) was the most commonly reported barrier and at patients' level, reluctance toward diagnosis of depression (34.6%) was the high barrier. Results have indicated that most PCPs (69.2%) felt comfortable discussing psychological issues with patients. Mental health training is significantly related to PCPs' clinical practice. When PCPs perceived moderate to high-level practice level barriers, prescription and referral were mostly preferred.

CONCLUSION

PCPs in China perceived some barriers in the management of depression, but they were open to modifications and enhancement of their skills related to managing depression.

A Risk Typology for Depression in African Americans

Studies report that African Americans are likely to experience severe, chronic, and disabling depressive symptoms leading to poor depression outcomes. There are several psychosocial and sociocultural factors that individually contribute to depression in African Americans (i.e. chronic stress, negative life events, negative social interaction, social support, and religiosity). However, African Americans are a heterogeneous population and the identification of subpopulations with distinct constellations of multiple co-occurring risk and protective factors may offer greater explanatory potential into depression burden for African Americans. This study used data from the American's Changing Lives Survey to identify risk types for depression in a national sample of African American adults and older adults (n = 1174). Latent class analysis results revealed a risk typology that included 3 distinct risk patterns for African Americans. Individuals in the High Protective/Low Risk Type (41%) had high levels of religiosity and social support. Those in the Moderate Protection/Low Risk Type (44%) had moderate levels of religiosity and social support. The Low Protection/Low Risk Type (15%) had low organizational and non-organizational religiosity and relatively low social support. All three types were marked by relatively low risk factors (i.e. negative events, financial stress, and negative social interaction). Multinomial logistic regression results suggested associations between demographic characteristics (i.e. gender, age, education, marital status), depressive symptoms, and risk type. Study results have implications for the development of depression interventions that are targeted to a specific risk type and tailored to the demographic profile of individuals likely to experience poor depression outcomes.