Determining the role of acculturative stress in predicting mental health service use among Latinx immigrants.

OBJECTIVES: Acculturative stress is an important factor that affects health for Latinx immigrants in the US, with multiple studies identifying a link between depression and acculturative stress in this population. However, far fewer studies have examined the specific role and relationship of acculturative stress on mental health service use in this population. Through the lens of Yang's 2016 Model of Immigrant Health Service Use, this study aimed to examine the role of acculturative stress in predicting mental health service use in a sample of Latinx immigrants in the Southeast US. DESIGN: We conducted a secondary data analysis from a longitudinal study of Latinx immigrant health (n = 391). RESULTS: Our study found that while total acculturative stress was not significantly associated with mental health service use in this sample, parenting stress was a significant predictor of mental health service use in the past six months when controlling for covariates (OR: 1.043, 95% CI [1.009, 1.078]). Additionally, important Predisposing and Need for Healthcare factors were significantly associated with mental health service use, specifically: males were less likely to utilize mental health services than females (OR: 0.401, 95% CI [0.166-0.968]), English language acculturation was positively associated with mental health service use (OR: 1.953, 95% CI [1.130, 3.377]), and depression was positively associated with mental health service use (OR: 1.107, 95% CI [1.027, 1.194]). CONCLUSION: These findings support the need for more culturally sensitive mental health services, and the need to develop strategies to engage males and less acculturated individuals in mental health services to promote health equity among Latinx immigrants.

An investigation of treatment return after psychological therapy for depression and anxiety.

BACKGROUND: Some patients return for further psychological treatment in routine services, although it is unclear how common this is, as scarce research is available on this topic. AIMS: To estimate the treatment return rate and describe the clinical characteristics of patients who return for anxiety and depression treatment. METHOD: A large dataset (N=21,029) of routinely collected clinical data (2010-2015) from an English psychological therapy service was analysed using descriptive statistics. RESULTS: The return rate for at least one additional treatment episode within 1-5 years was 13.7%. Furthermore, 14.5% of the total sessions provided by the service were delivered to treatment-returning patients. Of those who returned, 58.0% continued to show clinically significant depression and/or anxiety symptoms at the end of their first treatment, while 32.0% had experienced a demonstrable relapse before their second treatment. CONCLUSIONS: This study estimates that approximately one in seven patients return to the same service for additional psychological treatment within 1-5 years. Multiple factors may influence the need for additional treatment, and this may have a major impact on service activity. Future research needs to further explore and better determine the characteristics of treatment returners, prioritise enhancement of first treatment recovery, and evaluate relapse prevention interventions.

Sickness absence around contact with outpatient mental health care services - differences between migrants and non-migrants: a Norwegian register study.

BACKGROUND: Mental disorders are a leading cause of sickness absence. Some groups of migrants are at higher risk of both mental disorder and sickness absence. Yet, research on sickness absence in relation to mental disorders among migrants is limited. This study investigates differences in sickness absence in the twelve-month period around contact with outpatient mental health services between non-migrants and various migrant groups with different length of stays. It also considers whether these differences are similar for men and women. METHODS: Using linked Norwegian register data, we followed 146,785 individuals, aged 18-66 years, who had attended outpatient mental health services and who had, or had recently had, a stable workforce attachment. The number of days of sickness absence was calculated for the 12-month period surrounding contact with outpatient mental health services. We applied logistic regression and zero-truncated negative binomial regression to assess differences in any sickness absence and number of days of absence between non-migrants and migrants, including refugees and non-refugees. We included interaction terms between migrant category and sex. RESULTS: Refugee men and other migrant men from countries outside the European Economic Area (EEA) had a higher probability of any sickness absence in the period surrounding contact with outpatient mental health services than their non-migrant counterparts. Women from EEA countries with stays of less than 15 years had a lower probability than non-migrant women. Additionally, refugees, both men and women, with 6-14 years in Norway had more days of absence while EEA migrants had fewer days than their non-migrant counterparts. CONCLUSIONS: Refugee men and other non-EEA migrant men appear to have higher sickness absence than non-migrant men around the time of contact with services. This finding does not apply to women. Several probable reasons for this are discussed, though further research is required to understand why. Targeted strategies to reduce sickness absence and support the return to work for refugees and other non-EEA migrant men are needed. Barriers to timely help-seeking should also be addressed.

Exploring Mediators of Mental Health Service Use Among Transgender Individuals in Ontario, Canada.

OBJECTIVES: To determine if and to what degree neighbourhood-level marginalization mediates mental health service use among transgender individuals. METHODS: This retrospective cohort study identified 2,085 transgender individuals through data obtained from 4 outpatient community and hospital clinics in 3 large cities in Ontario, which were linked with administrative health data between January 2015 and December 2019. An age-matched 1:5 comparison cohort was created from the general population of Ontario. Outcome measures were analysed from March 2020 to May 2022. The primary outcome was mental health service utilization, which included mental health-related visits to primary care providers, psychiatrists, mental health- and self-harm-related emergency department visits, and mental health hospitalizations. Mediation variables included ethnic concentration, residential instability, dependency, and material deprivation at the neighbourhood level and were derived from the Ontario Marginalization Index. RESULTS: This study identified 2,085 transgender individuals from participating outpatient community and hospital clinics, who were matched to the general population (n = 10,425). Overall, neighbourhood-level marginalization did not clinically mediate mental health service use. However, transgender individuals were more likely to be exposed to all forms of neighbourhood-level marginalization, as well as having higher rates of health service use across all outcome measures. CONCLUSIONS: In this study, mental health service use among transgender individuals was not clinically mediated by marginalization at the neighbourhood level. This study highlights the need to explore marginalization and mental health service use at the individual level to better understand the mental health disparities experienced by transgender individuals and to ensure that health-care services are inclusive and affirming.

Mental health service use and associated predisposing, enabling and need factors in community living adults and older adults across Canada.

OBJECTIVES: Using Andersen's model of health care seeking behavior, we examined the predisposing, enabling, and need factors associated with mental health service use (MHSU) during the first wave of the COVID-19 pandemic across Canada. METHODS: The sample included n = 45,542 participants in the 5 established regional cohorts of the Canadian Partnership for Tomorrow's Health (CanPath) and who responded to the CanPath COVID-19 health survey (May-December 2020), with complete data on MHSU. Multivariable logistic regression analyses were carried out to study MHSU as a function of predisposing, enabling, and need factors. Analyses were stratified by regional cohort. RESULTS: Among the need factors, individuals reporting moderate/severe symptoms of depression and anxiety and poorer self-rated mental health were more likely to report MHSU. Among the enabling factors, receipt of informational/financial/practical support was associated with increased MHSU. While income was not consistently associated with MHSU, reported decrease in income was marginally associated with reduced MHSU. Among the predisposing factors, identifying as female or other gender minority was associated with increased MHSU, as was the presence of past-year cannabis use. In contrast, older age and alcohol consumption were associated with reduced MHSU. CONCLUSION: Need factors were consistently associated with MHSU. Although income inequities in MHSU were not observed, changes such as reduced income during the pandemic may lead to barriers in accessing mental health services. Future research should focus on better identifying contextual enabling factors and policies that overcome financial barriers to MHSU.

Influence of Biogenetic Explanations of Mental Disorders on Stigma and Help-Seeking Behavior: A Systematic Review and Meta-Analysis.

BACKGROUND: Biogenetic causal explanations of mental disorders are commonly used for public education and campaigns. However, the influence of biogenetic explanations on the ideas about and attitudes toward mental illness is unclear. We examined the influence of biogenetic explanations on attitudes toward mental disorders using a meta-analytic method accompanied by subgroup analyses. METHODS: The protocol for this meta-analysis was registered in PROSPERO (CRD42020158656) in March 2020. Experimental and correlational studies were analyzed separately. Five outcome measures related to attitudes toward mental disorders were included: 'attitude toward help-seeking,' 'blame,' 'perceived dangerousness,' 'prognostic pessimism,' and 'social distance.' Subgroup analyses were performed for the type of mental disorder, population, and geographic region for which a biogenetic explanation was provided. RESULTS: A total of 44 studies were included, of which 24 were experimental and 20 were correlational. A positive attitude toward help-seeking was associated with having a biogenetic concept (d = 0.43; 95% confidence interval [CI], 0.18 to 0.67; P < 0.001) in general population and in Eastern countries in particular. Although a biogenetic explanation was associated with a decreased level of blame (d = -0.20; 95% CI, -0.38 to -0.02; P = 0.029) in the general population, it was also associated with significantly higher levels of perceived dangerousness (d = 0.13; 95% CI, 0.03 to 0.23; P = 0.008). A tendency toward a higher level of prognostic pessimism and social distance was associated with a biogenetic concept of mental disorders although there was no statistical significance. CONCLUSION: Having a biogenetic concept of the cause of mental disorders was related with a positive attitude toward help-seeking, particularly in the general population and individuals living in Eastern countries. Providing a biogenetic explanation decreased blame toward individuals with mental illness but was associated with increased perceived dangerousness and prognostic pessimism. Therefore, although a biogenetic explanation promotes public use of mental health services, it should be carefully applied to avoid an increase in negative thoughts, such as that mental illness is biologically irreversible and untreatable.

Transdiagnostic symptom networks in relation to mental health service use in community youth.

OBJECTIVE: The objective of this study is to scrutinize whether psychopathology symptom networks differ between those with and without lifetime: treatment seeking, treatment and treatment of longer duration. METHODS: We created non-exclusive groups of subjects with versus without lifetime treatment seeking, treatment and treatment of mid-long-term duration. We estimated Ising models and carried out network comparison tests (NCTs) to compare (a) overall connectivity and (b) network structure. Furthermore, we examined node strength. We used propensity score matching (PSM) to minimize potential confounding by indication for service use. RESULTS: Based on data from 9,172 participants, there were no statistically significant differences in overall connectivity and network structure in those with versus without lifetime: treatment seeking (p = .75 and p = .82, respectively), treatment (p = .63 and p = .49, respectively) and treatment of mid-longterm duration (p = .15 and p = .62, respectively). Notably, comparing networks with versus without service use consistently revealed higher node strength in 'obsessions' and 'aggression' and lower node strength in 'elevated mood' in all networks with service use. CONCLUSIONS: Findings suggest that after adjusting for potential confounding by indication for service use, there was no indication of an association in overall connectivity or network structure for lifetime treatment seeking, treatment and treatment of longer duration. However, selected structurally important symptoms differed consistently in all three comparisons. Our findings highlight the potential of network analysis methods to examine treatment mechanisms and outcomes. Specifically, more granular network characteristics on the node level may complement and enrich traditional outcomes in clinical research.

The temporal relationship between mental health service use and stalking perpetration.

OBJECTIVE: Mental disorder is common among people who stalk. However, the nature of this association is unclear and it is not known whether the commencement of stalking is associated with symptoms of disorder. This study used a longitudinal design to examine the association between the onset and cessation of stalking behavior and indicators of mental disorder in the form of mental health service use. METHOD: Data linkage was used to explore public mental health service use among 157 people who engaged in stalking in Melbourne, Australia. Mental health service use across the lifetime, 5 months prior to stalking onset, between the onset and cessation of stalking (during stalking) and 5 months post-stalking was identified. Mixed regression models tested temporal associations between types of mental health service use (acute vs continuing care) and onset and cessation of stalking in a subsample of 130 participants where dates of the stalking episode were available. RESULTS: A total of 105 (67%) participants had lifetime use of public mental health services, while 15% accessed mental health services in the 5 months prior to (N = 19) or during the stalking (N = 20) and 22% (N = 29) used services in the 5 months after the stalking ceased. Odds of using acute mental health services and average monthly rate of use were highest during the stalking. Odds and average monthly rate of using continuing care were highest after the episode ceased. CONCLUSIONS: Most people who stalk have used public mental health services, but a minority access services immediately prior to or during the stalking episode. Acute service use was more common during the stalking, while use of continuing care services was more common after the stalking ceased. These findings provide preliminary support for a temporal relationship between acute mental disorder and stalking behavior.

Mental health service use among pregnant and early postpartum women.

PURPOSE: To explore the proportion and characteristics of women with a mental disorder who have contact with mental health services during pregnancy and the postnatal period in a maternity service in London. METHODS: Data from the WEll-being in pregNancy stuDY (WENDY), a prospective cohort study, were used. Women were recruited at their first appointment for antenatal care and assessed for mental disorders using the Structured Clinical Interview DSM-IV Axis I/II Disorders for Research. Clinical, sociodemographic and psychosocial characteristics were collected. Mental health service use data were collected for the period from study entry to 3 months postpartum. RESULTS: Two hundred women met diagnostic criteria for a mental disorder. Fifty-five (34%) of these had at least one contact with mental health services. Moderate depression (OR 7.44, CI 2.03-27.28, p < 0.01), severe depression (OR 10.5, CI 2.68-41.12, p < 0.01), past psychiatric hospital admission (OR 3.76, CI 1.05-13.44, p < 0.05), symptoms of anxiety (OR 3.95, CI 1.86-8.37, p < 0.001) and perceived low levels of social support (OR 0.43, CI 0.18-1.01, p = 0.05) were associated with an increased likelihood of contact with mental health services in univariate analyses. However, only moderate (OR 5.92, CI 1.31-26.78, p = 0.02) and severe depression (OR 6.04, CI 1.08-33.72, p = 0.04) remained significant in the multivariate regressions analyses. CONCLUSION: Only a third of women with a diagnosable mental disorder at their first antenatal appointment had any contact with mental health services during pregnancy or up to 3 months postpartum. Further research is warranted to elicit perinatal women's views about the potential barriers to accessing professional mental health care.

Determinants of continuing mental health service use among older persons diagnosed with depressive disorders in general hospitals: latent class analysis and GEE.

BACKGROUND: Prevalence of depression in older persons was a leading cause of disability. This group has the lowest access to service and retention in care compared to other age groups. This study aimed to explore continuing mental health service use and examined the predictive power of the mental health service delivery system and individual factors on mental health service use among older persons diagnosed with depressive disorders. METHODS: We employed an analytic cross-sectional study design of individual and organizational variables in 12 general hospitals selected using multi-stratified sampling. There were 3 clusters comprising community hospitals, advanced and standard hospitals, and university hospitals. Participants in each group were 150 persons selected by purposive sampling. We included older persons with a first or recurring diagnosis of a depressive disorder in the last 6 to 12 months of the data collection date. Data at the individual level included socio-demographic characteristics, Charlson Comorbidity Index, Attitude toward Depression and its treatment, and perceived social support. Data at the organizational level had hospital level, nurse competency, nurse-patient ratio, and appointment reminders. Descriptive statistics, Pearson chi-square test, latent class analysis (LCA), and marginal logistic regression model using generalized estimating equation (GEE) were used to analyze the data. RESULTS: The continuing mental health service use among older persons diagnosed with depressive disorders was 54%. The latent class analysis of four variables in the mental health services delivery organization yielded distinct and interpretable findings in two groups: high and low resource organization. The marginal logistic multivariable regression model using GEE found that organizational group and attitude toward depression and its treatment were significantly associated with mental health service use (p-value = 0.046; p-value = 0.003). CONCLUSIONS: The findings suggest that improving continuing mental health services use in older persons diagnosed with depressive disorders should emphasize specialty resources of the mental health services delivery system and attitude toward depression and its treatment.

Community agency directors' attitudes on depression treatment among older Korean Americans and barriers to providing services.

Objectives: The purpose of this study is to explore Korean agency directors' attitudes about depression treatment and their current efforts and barriers to providing services for older Korean Americans.Methods: Interviews were conducted with 11 agency directors, providing services from ethnic community centers and health care agencies. A constant comparative approach was applied to detect emerging themes.Results: Findings revealed that the agency directors had a negative attitude about using antidepressants and counseling. Based on these beliefs, they were less likely to recommend individuals with depression to use medical treatment or counseling; instead, they recommended informal ways of treating depression, including reliance on peers, family, and religious activities. A lack of educational training, funding, collaboration, and Korean-speaking professionals were perceived to be barriers to providing services.Discussion: Findings indicate the importance of educational training to increase understanding of depression treatment and to support the agency directors in offering services for older Korean Americans.

Mental Health Service Utilization Among Medical Students with a Perceived Need for Care.

OBJECTIVE: The authors investigated levels of perceived need for help, patterns of mental health service utilization, and barriers to care among US medical students with a focus on students who perceived a need for help but did not report service use in the past 12 months. METHODS: The authors administered an online survey to 2,868 medical students at three schools in Ohio between January and February 2020 including validated scales for psychological distress, self-stigma, and an exploration of mental health treatment. The authors used multivariable logistic regression to identify factors associated with treatment and qualitative analysis to identify common barriers to care. RESULTS: Twenty-eight percent (N = 800) of 2,868 students responded to the survey. Fifty-six percent (n = 439) of students reported a perceived need for help, while 34.6% of these respondents (n = 152) did not receive treatment. Among those with perceived need who completed the survey (n = 388), Asian students compared to non-Hispanic white students (adjusted odds ratio [aOR] = 0.45, 95% confidence interval [CI] 0.25-0.82) and those with higher self-stigma (aOR = 0.90, 95% CI 0.87-0.94) had lower odds of service use. Students told by others to seek help (aOR = 2.82, 95% CI 1.71-4.64) were the only group with higher odds of service use. The most common barriers to care were lack of time, difficulty accessing services, and stigma. CONCLUSIONS: Despite a perceived need for help, many students do not seek care and experience treatment barriers. Schools can encourage help-seeking by identifying students in need, using targeted messaging, fostering a low-stigma environment, and removing barriers.

Perceived Need, Mental Health Literacy, Neuroticism and Self- Stigma Predict Mental Health Service Use Among Older Adults.

OBJECTIVES: Older adults are the least likely age group to seek mental health services. However, few studies have explored a comprehensive range of sociodemographic, psychological, and social barriers and facilitators to seeking treatment in later life. METHODS: A cross-sectional, national sample of Canadian older adults (55+, N = 2,745) completed an online survey including reliable and valid measures of predisposing, enabling, and need characteristics, based on Andersen's behavioral model of health, as well as self-reported use of mental health services. Univariate and hierarchical logistic regressions predicted past 5-year mental health service use. RESULTS: Mental health service use was most strongly and consistently associated with greater perceived need (OR = 11.48) and mental health literacy (OR = 2.16). Less self-stigma of seeking help (OR = .65) and greater neuroticism (OR = 1.57) also predicted help-seeking in our final model, although their effects were not as strong or consistent across gender, marital status, and age subgroups. CONCLUSIONS: The need category was crucial to seeking help, but predisposing psychological factors were also significant barriers to treatment. CLINICAL IMPLICATIONS: Interventions that target older adults high in neuroticism by improving perceptions of need for treatment, mental health literacy, and self-stigma of seeking help may be particularly effective ways of improving access to mental health services.

The role of self-rated mental health in seeking professional mental health services among older Korean immigrants.

OBJECTIVES: The gap between mental health needs and service use in racial/ethnic minorities continues to be a major public health concern. Focusing on older Korean immigrants, the present study examined linkages among mental distress, self-rated mental health (SRMH), and the use of professional mental health services. We hypothesized that SRMH would play a mediating role in the relationship between mental distress and the use of professional mental health services. METHOD: Using data from the Study of Older Korean Americans (SOKA; N = 2,150, Mean age = 73.4), the direct and indirect effect models were tested. RESULTS: Nearly 30% of the sample fell within the category of experiencing mental distress, but only a small proportion (5.7%) had used professional mental health services. Supporting our hypothesis, the pathway from mental distress to the use of professional mental health services was influenced by an individual's subjective perception of mental health status: the indirect effect of mental distress on service use through SRMH (.04 [.01]) was significant (bias-corrected 95% confidence interval for the indirect effect = .02, .06). CONCLUSION: The findings of this study not only contribute to our understanding of help-seeking processes in a group at high mental health risk but also suggest avenues to promote their use of mental health services.

The Availability of Peer Support and Disparities in Outpatient Mental Health Service Use Among Minority Youth with Serious Mental Illness.

We examine whether the availability of peer support reduces disparities in service use among minority youth ages 16-24 with serious mental illness in Los Angeles and San Diego Counties. Administrative data from 2015-2018 was used to summarize service use among 13,363 transition age youth age 16-24 with serious mental illness who received services from 183 outpatient public mental health programs; 17.2% were Black, 67.4% were Latinx, and 15.4% were non-Latinx white. The availability of peer support was assessed via a program survey. Generalized linear models were used to assess the relationship between availability of peer support, defined as having a peer specialist on staff, and the annual number of outpatient mental health visits. We also examined the relationship between racial/ethnic concordance of youth and peer specialists and use of outpatient services. Forty-six percent of youth received services from programs that employed peer specialists. Among youth in both counties, the availability of peer support was associated with an increase in annual outpatient visits (P ≤ .05 each). Peer support was associated with reductions in service use disparities among Black and Latinx youth in Los Angeles County (P < .001 each). Peer concordance was associated with an increase in outpatient service use among Latinx youth in both counties (P < .05 each). Peer support was associated with increases in use of outpatient mental health services. Detailed examination of the context for youth peer support implementation is merited to identify the specific pathways that improve outcomes.

The effect of gender on mental health service use: an examination of mediation through material, social and health-related pathways.

PURPOSE: We aimed to understand how much of the gender difference in mental health service use could be due to the joint mediation of employment, behavioural and material factors, social support and mental health need. METHODS: We used data from employed individuals aged 18-65 years who participated in the 2015-2017 waves of the Household, Income and Labour Dynamics in Australia survey. The exposure (male, female) and confounders were measured in 2015, mediators in 2016 and the outcome-whether a person had seen a mental health professional in the previous year-was measured in 2017. We estimated natural mediation effects using weighted counterfactual predictions from a logistic regression model. RESULTS: Men were less likely to see a mental health care provider than women. The total causal effect on the risk difference scale was - 0.045 (95% CI - 0.056, - 0,034). The counterfactual of men taking the mediator values of women explained 28% (95% CI 1.7%, 54%) of the total effect, with the natural direct effect estimated to represent an absolute risk difference of - 0.033 (95% CI - 0.048, - 0.018) and the natural indirect effect - 0.012 (95% CI - 0.022, - 0.0027). CONCLUSION: Gendered differences in the use of mental health services could be reduced by addressing inequalities in health, employment, material and behavioural factors, and social support.

Filipino help-seeking for mental health problems and associated barriers and facilitators: a systematic review.

PURPOSE: This systematic review aims to synthesise the evidence on behavioural and attitudinal patterns as well as barriers and enablers in Filipino formal help-seeking. METHODS: Using PRISMA framework, 15 studies conducted in 7 countries on Filipino help-seeking were appraised through narrative synthesis. RESULTS: Filipinos across the world have general reluctance and unfavourable attitude towards formal help-seeking despite high rates of psychological distress. They prefer seeking help from close family and friends. Barriers cited by Filipinos living in the Philippines include financial constraints and inaccessibility of services, whereas overseas Filipinos were hampered by immigration status, lack of health insurance, language difficulty, experience of discrimination and lack of acculturation to host culture. Both groups were hindered by self and social stigma attached to mental disorder, and by concern for loss of face, sense of shame, and adherence to Asian values of conformity to norms where mental illness is considered unacceptable. Filipinos are also prevented from seeking help by their sense of resilience and self-reliance, but this is explored only in qualitative studies. They utilize special mental health care only as the last resort or when problems become severe. Other prominent facilitators include perception of distress, influence of social support, financial capacity and previous positive experience in formal help. CONCLUSION: We confirmed the low utilization of mental health services among Filipinos regardless of their locations, with mental health stigma as primary barrier, while resilience and self-reliance as coping strategies were cited in qualitative studies. Social support and problem severity were cited as prominent facilitators.

Parental Factors for Mental Health Service Engagement Among Chinese Young Adults.

Mental health service disengagement can have devastating consequences for people in need of mental health services. This study explored parental factors in mental health service engagement among Chinese young adult mental health service users. Seventy-two Chinese young adults, aged from 18 to 26 years, were recruited from a Hong Kong community mental health service center. Nearly three-fifths (58.3%) of participants were female and over two-fifths (44.2%) attended college. Results of logistic regression analysis showed that Chinese young adult mental health service users with high levels of perceived need for services and low levels of perceived parental involvement in mental health services were more likely to engage in mental health services. However, concerns about the parent-child relationship, perceived parental encouragement and perceived parental demand for mental health service use were not associated with mental health service engagement. The practice implications of these results are discussed in light of the Chinese context.

Turning Back to Treatment: The Effect of Attendance and Symptom Outcomes on Subsequent Service Use.

This study explored whether post-treatment symptom severity moderated the association between session attendance during an initial treatment episode and subsequent mental health service use. Data on attendance, symptom severity, and service use were gathered from an effectiveness trial testing a modular treatment for youth anxiety, depression, disruptive behavior, and traumatic stress. Multilevel logistic regression analyses showed a significant interaction between attendance and post-treatment symptom severity on subsequent service use, such that attendance significantly predicted subsequent service use when post-treatment symptom severity was in the normal range. Implications regarding the influence of treatment engagement on future help-seeking are discussed.

Understanding the public's profile of mental health literacy in China: a nationwide study.

BACKGROUND: In the wake of China's massive economic development, attention has only recently turned to the enormous treatment gap that exists for mental health problems. Our study is the first comprehensive, national examination of the levels and correlates of the public's ability to recognize mental illness in the community and suggest sources of help, setting a baseline to assess contemporary Chinese efforts. METHODS: Data were collected in China as part of the Stigma in Global Context - Mental Health Study (SGC-MHS) through face-to-face interviews using vignettes meeting clinical criteria for schizophrenia and major depression. Our analysis targets the Han Chinese participants (n = 1812). Differences in the recognition of mental health problems were assessed using a chi-square test and further stratified by vignette illness type and urban vs. rural residence. Adjusted regression models estimated the effects of each predictor towards the endorsement three types of help-seeking: medical doctor, psychiatrist, and mental health professional. RESULTS: As expected, recognition of mental health problems is low; it is better for depression and most accurate in urban areas. Perceived severity increases endorsement of the need for care and for treatment by all provider types. Recognition of a mental health problem specifically decreases endorsement of medical doctors while increasing recommendations for psychiatrists and mental health professionals. Neurobiological attributions decrease recommendations for mental health professionals as opposed to general or specialty physicians. CONCLUSIONS: Continued efforts are needed in China to promote mental illness recognition within rural areas, and of schizophrenia specifically. Promoting recognition of mental illness, while balancing the special challenges among individuals who understand the neurobiological roots of mental illness, may constitute a key strategy to reduce the sizeable mental health treatment gap in China.