A distress-continuum, disorder-threshold model of depression: a mixed-methods, latent class analysis study of slum-dwelling young men in Bangladesh

Assessing the Effectiveness of Multilevel Intervention Sequences on "Tension" Among Men Living with HIV: A Randomized-Control Trial

BACKGROUND

Tension (often times called "Tenshun" in Hindi) is a cultural expression used to convey feelings of distress and common mental disorders in India and among South Asia communities. This study compared the effectiveness of different intervention sequences in reducing tension among alcohol-consuming men living with HIV in India.

METHOD

This secondary data analysis paper utilized data from a randomized trial study titled "Alcohol and Antiretroviral Therapy (ART) Adherence: Assessment, Intervention, and Modeling in India." The multilevel interventions, including individual counseling (IC), group intervention (GI), and collective advocacy (CA), were conducted sequentially over three cycles at three ART centers. Additionally, another ART center, serving as a pilot site, received all three interventions simultaneously in the final cycle. Participants completed surveys assessing demographic characteristics, tension, and other variables including HIV stigma, a 4-day ART adherence, HIV symptoms, and depressive symptoms at four time points: baseline, 9 months, 18 months, and 24 months. General linear mixed models were employed to assess the intervention effects on tension.

RESULTS

Out of 940 participants, 666 reported experiencing tension, including 54% reporting high tension. At site 1, the GI-CA-IC sequence resulted in a slope of -0.06, indicating that this sequence reduced tension from T1 to T4 compared to the control group (p < 0.01). Additionally, the pilot site where the intervention package was conducted simultaneously had a slope of -0.06, indicating that the intervention package also reduced tension compared to the control group (p < 0.01). Conversely, the CA-IC-GI sequence resulted in a slope of 0.07, indicating that this sequence resulted in significantly higher tension levels than the control group (p = 0.008) contrary to the expectation that the sequence would reduce tension.

CONCLUSION

This study contributes valuable insights on the issue of tension among alcohol-consuming men living with HIV. The significant reduction in tension observed at the site using the GI-CA-IC sequence, which began with a group intervention, underscores the importance of intervention order and the importance of group intervention within multilevel intervention programs for tension reduction. Further research is needed to validate these observations and broaden our understanding of effective tension management strategies among people living with HIV in diverse settings.

TRIAL REGISTRATION

URL: clinicaltrials.gov.

REGISTRATION NUMBER

NCT03746457.

Latent Class Analysis of Depressive Symptom Phenotypes Among Black/African American Mothers

BACKGROUND

Depression is a growing global problem with significant individual and societal costs. Despite their consequences, depressive symptoms are poorly recognized and undertreated because wide variation in symptom presentation limits clinical identification-particularly among African American (AA) women-an understudied population at an increased risk of health inequity.

OBJECTIVES

The aims of this study were to explore depressive symptom phenotypes among AA women and examine associations with epigenetic, cardiometabolic, and psychosocial factors.

METHODS

This cross-sectional, retrospective analysis included self-reported Black/AA mothers from the Intergenerational Impact of Genetic and Psychological Factors on Blood Pressure study (data collected in 2015-2020). Clinical phenotypes were identified using latent class analysis. Bivariate logistic regression examined epigenetic age, cardiometabolic traits (i.e., body mass index ≥ 30 kg/m 2 , hypertension, or diabetes), and psychosocial variables as predictors of class membership.

RESULTS

All participants were Black/AA and predominantly non-Hispanic. Over half of the sample had one or more cardiometabolic traits. Two latent classes were identified (low vs. moderate depressive symptoms). Somatic and self-critical symptoms characterized the moderate symptom class. Higher stress overload scores significantly predicted moderate-symptom class membership.

DISCUSSION

In this sample of AA women with increased cardiometabolic burden, increased stress was associated with depressive symptoms that standard screening tools may not capture. Research examining the effect of specific stressors and the efficacy of tools to identify at-risk AA women are urgently needed to address disparities and mental health burdens.

Adolescent perspectives on depression as a disease of loneliness: a qualitative study with youth and other stakeholders in urban Nepal

BACKGROUND

There is a lack of research on the adolescent experience of depression in low- and middle-income countries. Criteria derived from research conducted primarily among adult Western populations inform current diagnostic standards for depression. These clinical categories are often used without exploration of their relevance to adolescent experience. Also, reliance on these categories may overlook other symptoms of depression that manifest in non-western settings. Cross-cultural qualitative work with adults in non-Western settings has suggested some differences with experience of depression and symptoms that are most relevant to service users. Research into adolescent experiences of depression is warranted to inform the development of effective interventions.

METHODS

Qualitative interviews were conducted in Nepal with adolescents with depressive symptoms (n = 9), healthy adolescents (n = 3), parents (n = 6), teachers (n = 10), social workers (n = 14), primary (n = 6) and mental (n = 6) healthcare providers, and policymakers (n = 6). Two focus groups were conducted with parents (n = 12) of depressed and non-depressed adolescents. Data were analyzed according to the framework approach methodology.

RESULTS

Loneliness was the hallmark experience that stood out for all adolescents. This was connected with 5 other clusters of symptoms: low mood and anhedonia; disturbances in sleep and appetite, accompanied by fatigue; irritability and anger; negative self-appraisals including hopelessness and self-doubt; and suicidality. Adolescents distinguished depression from other forms of stress, locally referred to as tension, and described depression to involve having "deep tension." Perceived causes of depression included (1) Family issues: neglectful or absent parents, relationship problems, and family discord; (2) Peer relationships: romantic problems, bullying, and friendship problems; and (3) Social media: social comparison, popularity metrics, cyberbullying, and leaking of personal information.

CONCLUSIONS

Consistent with other cross-cultural studies, loneliness was a core element of the adolescent experience of depression, despite its absence as a primary symptom in current psychiatric diagnostic classifications. It is important to note that among youth, symptoms were clustered together and interrelated (e.g., sleep and appetite changes were connected with fatigue). This calls for the need for more cross-cultural qualitative research on experience of depression among adolescents, and potential for modification of diagnostic criteria and prevention and treatments to focus on the experience of loneliness.

Tension and Other Idioms of Distress Among Slum Dwelling Young Men: A Qualitative Study of Depression in Urban Bangladesh

In low- and middle-income countries (LMIC) it is vital to understand acceptable, comprehensive, and culturally appropriate ways of communicating about mental distress. Diagnostic terminology is rarely used, may be stigmatizing, and is subject to misinterpretation. Local terms, such as idioms of distress, can improve mental health literacy and service delivery. Our objective was to examine lived experience and coping connected to distress and depression in an under-researched population: young men from LMIC urban slums. We conducted 60 qualitative interviews with men (ages 18-29) in Bhashantek slum, Bangladesh. Themes were generated using thematic analysis and grounded theory techniques. The heart-mind (mon), mentality (manoshikota), mood (mejaj), head (matha or "brain"), and body (shorir) comprised the self-concept, and were related to sadness, hopelessness, anger, worry, and mental illness. The English word "tension" was the central idiom of distress. "Tension" existed on a continuum, from mild distress or motivational anxiety, to moderate distress including rumination and somatic complaints, to severe psychopathology including anhedonia and suicidality. Respondents connected "tension" to burnout experiences and mental illness which was summarized in an ethnopsychological model. These findings can inform culturally sensitive measurement tools and interventions that are acceptable to the community, potentially increasing engagement and enhancing therapeutic outcomes.