The Seeking Mental Health Care model: prediction of help-seeking for depressive symptoms by stigma and mental illness representations

A "Self-Milieux" perspective on help-seeking: examining the impact of a person's sociocultural background on help-seeking in people with untreated depressive symptoms

BACKGROUND

Mental illness is a global concern and the leading cause of years lived with disability. Research on help-seeking behaviour has focused on individual factors, but there is still much unexplained variance. Suggesting complex interactions between determinants of human behaviour a new framework called Self-Milieux is proposed to represent a person's sociocultural background. The article introduces a statistical approach to determine Self-Milieux and exemplarily examines its predictive validity for health-related research.

METHODS

Self-Milieux are determined through a two-stage clustering method based on the determinants socioeconomic status and self-construal profile. Descriptive analyses are used to compare Self-Milieux characteristics. Hierarchical binary logistic regression models test the association between Self-Milieux and help-seeking behaviour, while controlling for socioeconomic status as an established predictor.

RESULTS

The sample size was N = 1535 (Mage = 43.17 and 64.89% female participants). Average depression severity was M = 12.22, indicating mild to moderate symptoms. Six Self-Milieux were determined and named. Participants from privileged (aOR = 0.38) and self-sufficient (aOR = 0.37) milieux were less likely to seek help from a general practitioner than those from the entitled milieu. Participants from privileged (aOR = 0.30), collaborators (aOR = 0.50), disadvantaged (aOR = 0.33), and self-sufficient (aOR = 0.21) milieux were less likely to seek help from family members than those from the entitled and family-bound milieux.

DISCUSSION

The study's strengths and limitations, as well as the cluster methodology, are discussed. The comparative results for the six Self-Milieux are interpreted based on current research. For example, participants from some milieux follow a help-seeking process proposed in previous research, while participants from other milieux seem to show a different process, one that ends in informal help-seeking.

Examining Factors Associated With Intention to Seek Professional Mental Health Support Among First-Generation Iranian Americans

PURPOSE

Research suggests immigrants are at a greater risk of mental health disorders compared to native-born populations. Thus, the current study investigated factors associated with professional mental help-seeking intention among American immigrants.

METHOD

A cross-sectional study was conducted with 207 first-generation Iranian Americans, and data were collected using survey questionnaires.

RESULTS

Younger Iranians living in western states in the United States and those with positive attitudes toward professional mental health services had greater intention to seek these services. Unexpectedly, those with better mental health literacy (MHL) held more mental health stigma (MHS).

CONCLUSION

Findings elucidated valuable insights into the complex dynamics among sociodemographic factors, acculturation, MHL, MHS, attitudes, and intentions toward professional mental health help-seeking. We also highlighted the intricate relationship between MHL and MHS, suggesting that strategies to improve MHL may not necessarily mitigate MHS within this community. Therefore, integrating anti-stigma, contact-based approaches to MHL programs could effectively reduce stigma while facilitating mental health help-seeking. [Journal of Psychosocial Nursing and Mental Health Services, xx(xx), xx-xx.].

Intentions and barriers to help-seeking in adolescents and young adults differing in depression severity: cross-sectional results from a school-based mental health project

BACKGROUND

Mental health problems, such as depression, have a high prevalence in young people. However, the majority of youths suffering from depression do not seek professional help. This study aimed to compare help-seeking behavior, intentions and perceived barriers between youthswith different levels of depressive symptoms.

METHODS

This cross-sectional study is part of a large-scale, multi-center project. Participants were n = 9509 youths who were recruited in German schools and completed a baseline screening questionnaire. Based on their depressive symptoms, youths were allocated to the following three subgroups: (a) without depressive symptoms, (b) with subclinical symptoms, (c) with clinical symptoms (measured by PHQ-A). Quantitative analyses compared previous help-seeking behavior, help-seeking intentions and perceived barriers (Barriers questionnaire) between these subgroups. An additional exploratory qualitative content analysis examined text answers on other perceived barriers to help-seeking.

RESULTS

Participants were mostly female (n = 5575, 58.6%) and 12 to 24 years old (M = 15.09, SD 2.37). Participants with different levels of depressive symptoms differed significantly in help-seeking behavior, intentions and perceived barriers. Specifically, participants with clinical depressive symptoms reported more previous help-seeking, but lower intentions to seek help compared to participants without symptoms (all p < 0.05). Participants with subclinical depressive symptoms reported a similar frequency of previous help-seeking, but higher intentions to seek help compared to participants without symptoms (all p < 0.05). Perception of barriers was different across subgroups: participants with clinical and subclinical depressive symptoms perceived the majority of barriers such as stigma, difficulties in accessibility, and family-related barriers as more relevant than participants without depressive symptoms. Across all subgroups, participants frequently mentioned intrapersonal reasons, a high need for autonomy, and a lack of mental health literacy as barriers to help-seeking.

CONCLUSIONS

Youths with higher levels of depressive symptoms are more reluctant to seek professional help and perceive higher barriers. This underlines the need for effective and low-threshold interventions to tackle barriers, increase help-seeking, and lower depressive symptoms in adolescents and young adults differing in depression severity.

TRIAL REGISTRATION

DRKS00014685.

Illness perception in functional neurological disorder: low illness coherence and personal control

Introduction

Illness perception refers to patients' subjective representations and appraisals of somatic and mental symptoms. These are relevant for self-management and outcome. In clinical practice, patients with functional neurological disorder (FND) often encounter a fragmented biomedical attitude, which leaves them without clear concepts. In this context, illness perception is relevant.

Methods

Illness perception was assessed in FND patients and compared with samples of psychosomatic patients (PSM) as well as poststroke patients (STR). The three samples (FND, n=87; PSM, n=97 and STR, n=92) were almost all in inpatient treatment or rehabilitation. Illness perception was assessed with the revised German version of the Illness Perception Questionnaire (IPQ-R). For assessments of correlations, depressive symptoms were tested with the Patient Health Questionnaire-9, dissociative and functional neurological symptoms by the German adaption of the Dissociative Experiences Scale and biopsychosocial complexity by the INTERMED Self-Assessment questionnaire.

Results

Apart from the chronicity subscale, all dimensions of the IPQ-R differed between groups. FND patients perceived lower illness coherence and personal control than both other groups and attributed their illness more to chance than to behavioural risk factors. PSM patients had the strongest emotional representations. There were only few correlations with dissociative scores and biopsychosocial complexity.

Conclusion

Illness perception is an important issue in patients with FND with particular emphasis on low illness coherence and personal control. Missing associations with biopsychosocial complexity suggest that subjective illness perception is an important complementary but separate issue, which likely influences therapeutic alliance and self-management in FND. Future studies should assess its influences on outcome.

Trial registration number

DRKS00024685; German Clinical Trials Register; www.drks.de.

Factors associated with informal and formal help-seeking among Asian adolescents with nonsuicidal self-injury

Although nonsuicidal self-injury (NSSI) is prevalent among adolescents and is associated with an increased risk of adverse outcomes, many adolescents with NSSI do not seek help. However, there is a lack of research on the factors that may increase the likelihood of help-seeking, especially within Asia. To address this gap, the present study examined whether certain factors were associated with informal and formal help-seeking - specifically gender, severity of NSSI, functions of NSSI and authoritative parenting. 121 adolescents (Mage = 16.2 years, 71.1% female) were recruited from specialist outpatient clinics and inpatient psychiatric wards from a public hospital in Singapore. One caregiver per adolescent was also recruited. Data from self-report questionnaires were analysed using logistics regression analyses. The results suggest that the severity of NSSI increases the likelihood of informal help-seeking, while adolescents who have parents with more authoritative parenting style are less likely to seek informal help. Gender and functions of NSSI were not found to be associated with help-seeking. The findings from this study can guide professionals in their efforts to encourage help-seeking within Asian populations, as well as inform prevention and treatment programs for Asian adolescents with NSSI.

The differential influence of self-construal on the effect of self-efficacy on the help-seeking process: A quasi-experimental online study among people with untreated depressive symptoms

BACKGROUND

Despite available professional healthcare, people often delay or avoid help-seeking. Understanding the underlying reasons is crucial and research has explored the role of self-efficacy in this context. Additionally, studies have highlighted the significance of culturally influenced self-construals in individuals' health behaviour. There seems to be a relationship between self-efficacy and self-construal. The aim of the study is to explore the influence of self-efficacy on help-seeking, considering self-construal as a moderator. Differential experiences of self-efficacy and varying associations among help-seeking variables based on self-construal are posited.

METHODS

A quasi-experimental online study is conducted with a baseline assessment, including self-efficacy interventions, and follow-ups at three and six months. Self-construal groups are compared, i.e., independent vs. interdependent individuals. A series of multi-group path analyses are conducted to examine potential variations in the interventional effects and among the help-seeking variables respective of help-seeking instance, i.e. professional mental health care or informal care. Self-construal functions as the global moderator.

RESULTS

The study included N = 1'368 participants, 65.6 % identifying as female and an average age of 42.38 (SD = 15.22). More independent compared to more interdependent individuals were older, more frequently identified as male, had higher socioeconomic status, fewer depressive symptoms, and greater self-efficacy. Multi-group path analyses for professional mental health care (CFI = 0.992, RMSEA = 0.018, SRMR = 0.004) and informal help (CFI = 0.999, RMSEA = 0.004, SRMR = 0.006) demonstrated excellent model fits. The analysis for informal help was interpretable, as the unconstrained model had a significantly better fit than the constrained model. There were varying associations among help-seeking variables based on self-construals. The intervention effect was differential, with independent participants benefiting significantly (β = 0.203), while the effect was non-significant for interdependent participants.

DISCUSSION

The study's findings, strengths, and limitations are discussed in relation to current research. Results indicate differential experiences of self-efficacy interventions based on individuals' self-construal. Moreover, varying associations among help-seeking variables suggest self-construal-based differences in their interrelationships. These findings highlight the importance of considering self-construal in health related research.

Assessing prognosis in depression: comparing perspectives of AI models, mental health professionals and the general public

BACKGROUND

Artificial intelligence (AI) has rapidly permeated various sectors, including healthcare, highlighting its potential to facilitate mental health assessments. This study explores the underexplored domain of AI's role in evaluating prognosis and long-term outcomes in depressive disorders, offering insights into how AI large language models (LLMs) compare with human perspectives.

METHODS

Using case vignettes, we conducted a comparative analysis involving different LLMs (ChatGPT-3.5, ChatGPT-4, Claude and Bard), mental health professionals (general practitioners, psychiatrists, clinical psychologists and mental health nurses), and the general public that reported previously. We evaluate the LLMs ability to generate prognosis, anticipated outcomes with and without professional intervention, and envisioned long-term positive and negative consequences for individuals with depression.

RESULTS

In most of the examined cases, the four LLMs consistently identified depression as the primary diagnosis and recommended a combined treatment of psychotherapy and antidepressant medication. ChatGPT-3.5 exhibited a significantly pessimistic prognosis distinct from other LLMs, professionals and the public. ChatGPT-4, Claude and Bard aligned closely with mental health professionals and the general public perspectives, all of whom anticipated no improvement or worsening without professional help. Regarding long-term outcomes, ChatGPT 3.5, Claude and Bard consistently projected significantly fewer negative long-term consequences of treatment than ChatGPT-4.

CONCLUSIONS

This study underscores the potential of AI to complement the expertise of mental health professionals and promote a collaborative paradigm in mental healthcare. The observation that three of the four LLMs closely mirrored the anticipations of mental health experts in scenarios involving treatment underscores the technology's prospective value in offering professional clinical forecasts. The pessimistic outlook presented by ChatGPT 3.5 is concerning, as it could potentially diminish patients' drive to initiate or continue depression therapy. In summary, although LLMs show potential in enhancing healthcare services, their utilisation requires thorough verification and a seamless integration with human judgement and skills.

Addressing the Increasing Mental Health Distress and Mental Illness Among Young Adults in the United States

ABSTRACT

Recent surveys show rising numbers of young people who report anxiety and depression. Although much attention has focused on mental health of adolescent youth, less attention has been paid to young people as they transition into adulthood. Multiple factors may have contributed to this steady increase: greater exposure to social media, information, and distressing news via personal electronic devices; increased concerns regarding social determinants of health and climate change; and changing social norms due to increased mental health literacy and reduced stigma. The COVID-19 pandemic may have temporarily exacerbated symptoms and impacted treatment availability. Strategies to mitigate causal factors for depression and anxiety in young adults may include education and skills training for cognitive, behavioral, and social coping strategies, as well as healthier use of technology and social media. Policies must support the availability of health insurance and treatment, and clinicians can adapt interventions to encompass the specific concerns and needs of young adults.

Experiencing (Shared) Decision Making: Results from a Qualitative Study of People with Mental Illness and Their Family Members

(1) Background: There is a fundamental shift in healthcare toward shared decision making (SDM). This study explores SDM from the perspective of individuals affected by mental illness and their family members and investigates factors which promote and hinder the process. (2) Methods: We conducted N = 15 telephone interviews (n = 4 adults affected by mental illness, n = 5 family members, n = 6 both applicable, the majority reporting experiences with affective and anxiety disorders). Data were recorded, transcribed, and analyzed according to procedures established by Mayring. (3) Results: Individuals affected by mental illness and their family members have a strong desire to be involved in treatment decisions and to participate in finding a diagnosis. Often these stakeholders are denied the opportunity to participate; sometimes enabling behaviors impede participation. The stigmatization of mental illnesses is a major barrier. There are also structural barriers to SDM within the healthcare system. Peer support, self-help associations, and psychosocial counseling services are important to empowering individuals and promoting SDM. (4) Conclusions: SDM has the potential to improve the quality of mental healthcare. Barriers can be mitigated and new approaches for interventions in the psychiatric sector have been identified. This study has also shown the importance of understanding SDM as a process that should begin at the diagnostic phase.

Do values and political attitudes affect help-seeking? Exploring reported help-seeking for mental health problems in a general population sample using a milieu framework

AIMS

Help-seeking for mental health problems is facilitated and hindered by several factors at the individual, interpersonal and community level. The most frequently researched factors contributing to differences in help-seeking behaviour are based on classical socio-demographic variables, such as age, gender and education, but explanations for the observed differences are often absent or remain vague. The present study complements traditional approaches in help-seeking research by introducing a milieu approach, focusing on values and political attitudes as a possible explanation for differences in help-seeking for emotional mental health problems.

METHODS

A representative cross-sectional survey of N = 3,042 respondents in Germany was conducted through face-to-face interviews about past help-seeking for mental health problems, socio-demographic characteristics and values and political attitudes.

RESULTS

Multivariate logistic regression analyses indicated that belonging to a cosmopolitan intellectual milieu group was significantly associated with an increased likelihood of past help-seeking for mental health issues (psychotherapeutic/psychological help-seeking [OR = 2.09, 95% CI: 1.11-3.93, p < 0.05) and primary care (OR = 2.21, 95% CI: 1.15-4.24, p < 0.05]), whereas members of individualist and conservative milieu groups were less likely to report having sought help from a psychotherapist, but not from a general practitioner. Increased odds ratios were also found for a number of socio-demographic variables, such as being aged 26 years and over, a female gender and more than 12 years of formal education. Associations between socio-demographic variables remained significant, and the explained variance of the used models improved considerably when milieu variables were added.

CONCLUSIONS

We discuss how milieu-specific patterns were relevant for explaining differences in mental health service use in addition to socio-demographic factors. It seems promising to consider help-seeking from a milieu perspective to improve disparities in access to and the use of psychotherapy as well as to resource allocation.