Introduction: Task sharing holds promise for scaling up depression care in countries such as India, yet requires training large numbers of non-specialist health workers. This pilot trial evaluated the feasibility and acceptability of a digital program for training non-specialist health workers to deliver a brief psychological treatment for depression. Methods: Participants were non-specialist health workers recruited from primary care facilities in Sehore, a rural district in Madhya Pradesh, India. A three-arm randomized controlled trial design was used, comparing digital training alone (DGT) to digital training with remote support (DGT+), and conventional face-to-face training. The primary outcome was the feasibility and acceptability of digital training programs. Preliminary effectiveness was explored as changes in competency outcomes, assessed using a self-reported measure covering the specific knowledge and skills required to deliver the brief psychological treatment for depression. Outcomes were collected at pre-training and post-training. Results: Of 42 non-specialist health workers randomized to the training programs, 36 including 10 (72%) in face-to-face, 12 (86%) in DGT, and 14 (100%) in DGT+ arms started the training. Among these participants, 27 (64%) completed the training, with 8 (57%) in face-to-face, 8 (57%) in DGT, and 11 (79%) in DGT+. The addition of remote telephone support appeared to improve completion rates for DGT+ participants. The competency outcome improved across all groups, with no significant between-group differences. However, face-to-face and DGT+ participants showed greater improvement compared to DGT alone. There were numerous technical challenges with the digital training program such as poor connectivity, smartphone app not loading, and difficulty navigating the course content—issues that were further emphasized in follow-up focus group discussions with participants. Feedback and recommendations collected from participants informed further modifications and refinements to the training programs in preparation for a forthcoming large-scale effectiveness trial. Conclusions: This study adds to mounting efforts aimed at leveraging digital technology to increase the availability of evidence-based mental health services in primary care settings in low-resource settings.

BackgroundFor women in most low- and middle-income countries, the diagnosis with serious mental illness (SMI) leads to stigma and challenges related to starting or maintaining marriages. The purpose of this qualitative study was to explore perspectives on marriage, divorce and family roles of women with SMI in rural Ethiopia.MethodsA qualitative study was conducted in a rural setting of Butajira, South Central Ethiopia. A total of 39 in-depth interviews were carried out with service users (n = 11), caregivers (n = 12), religious leaders (n = 6), health extension workers (n = 4), police officers (n = 2), teachers (n = 2) and government officials (n = 2). Data were analyzed using a thematic approach.ResultsThree themes emerged. (1) Marriage and SMI: Chances of getting married for individuals with SMI in general was perceived to be lower: Individuals with SMI experienced various challenges including difficulty finding romantic partner, starting family and getting into a long-term relationship due to perceived dangerousness and the widespread stigma of mental illness. (2) Gendered experiences of marriageability: Compared to men, women with SMI experienced disproportionate levels of stigma which often continued after recovery. SMI affects marriageability for men with SMI, but mens' chances of finding a marital partner increases following treatment. For women in particular, impaired functioning negatively affects marriageability as ability to cook, care and clean was taken as the measure of suitability. (3) Acceptability of divorce and separation from a partner with SMI: Divorce or separation from a partner with SMI was considered mostly acceptable for men while women were mostly expected to stay married and care for a partner with SMI. For men, the transition from provider to dependent was often acceptable. However, women who fail to execute their domestic roles successfully were considered inept and would be sent back to their family of origin.ConclusionWomen with SMI or those married to partners with SMI are at greater disadvantage. Reducing vulnerabilities through stigma reduction efforts such as community outreach and mental health awareness raising programs might contribute for better social outcomes for women with SMI.

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Considerable variation in the gender-specific prevalence of serious mental illness (SMI) has been reported in low-and middle-income countries (LMICs). In the rural setting of Butajira, Ethiopia, the male-to-female prevalence ratio of schizophrenia was reported to be 5:1. This qualitative study explores gender-specific experiences of SMI and the extent to which sociocultural factors may explain the observed difference in prevalence estimates. Using purposive sampling, 39 in-depth interviews were conducted with community members from Butajira, a rural district in South Central Ethiopia. Transcripts were analysed using thematic analysis to elicit community perspectives on cultural explanatory models of SMI and experiences in this region. Genderspecific experiences were reported to differ due to visibility of symptoms, community responses, and varying levels of family support towards individuals with SMI. Overall, respondents described

Increased interest in disseminating and implementing psychological treatments has focused on the need for evidence-based training programs for providers, especially those without specialized training. To evaluate provider-training programs, validated outcome measures are necessary; however, the scalable measurement of training outcomes has been largely overlooked. Current methods of assessing providers' ability to deliver psychological treatments are generally timeconsuming and costly, representing a major bottleneck in scaling up mental health care for commonly occurring disorders such as depression. The present study describes the development and initial validation of a scalable measure for assessing provider competence in delivering a brief behavioral activation treatment for depression, called the Healthy Activity Program, adapted for primary care settings. The measure focuses on testing knowledge about the treatment and applied knowledge regarding how to skillfully deliver the treatment, both essential features of competence. The measure was tested on a sample of 531 respondents with a variety of educational levels and

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