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Background: Tools to accurately assess infants' neurodevelopmental status very early in their lives are limited. Wearable sensors may provide a novel approach for very early assessment of infant neurodevelopmental status. This may be especially relevant in rural and low-resource global settings. Methods: We conducted a longitudinal observational study and used wearable sensors to repeatedly measure the kinematic leg movement characteristics of 41 infants in rural Guatemala three times across full days between birth and 6 months of age. In addition, we collected sociodemographic data, growth data, and caregiver estimates of swaddling behaviors. We used visual analysis and multivariable linear mixed models to evaluate the associations between two leg movement kinematic variables (awake movement rate, peak acceleration per movement) and infant age, swaddling behaviors, growth, and other covariates. Results: Multivariable mixed models of sensor data showed age-dependent increases in leg movement rates (2.16 [95% CI 0.80,3.52] movements/awake hour/day of life) and movement acceleration (5.04e-3 m/s2 [95% CI 3.79e-3, 6.27e-3]/day of life). Swaddling time as well as growth status, poverty status and multiple other clinical and sociodemographic variables had no impact on either movement variable. Conclusions: Collecting wearable sensor data on young infants in a rural low-resource setting is feasible and can be used to monitor age-dependent changes in movement kinematics. Future work will evaluate associations between these kinematic variables from sensors and formal developmental measures, such as the Bayley Scales of Infant and Toddler Development. [ABSTRACT FROM AUTHOR]

Background: Mental health (MH) disorders are major causes of disability in Guatemala. Unfortunately, limited academic training and funding resources make MH care inaccessible to most people in rural Guatemala. These disparities leave many indigenous populations without care. Project ECHO™ is an educational model used globally to deliver virtual training for providers in rural/ underserved communities. The aim of this project was to implement and evaluate a Project ECHO™ program bridging MH training gaps for providers who serve rural communities in Guatemala. Methods: The Project ECHO™ curriculum was implemented through a partnership between educational and nonprofit institutions in Guatemala City and the United States. Participants were primary care physicians and nurses working in rural Guatemala as well as medical/nursing/psychology students. Evaluation of its implementation was guided by a RE-AIM framework. Reach, effectiveness, adoption, fidelity, sustainability, acceptability, feasibility, and appropriateness were evaluated using a mixed-methods approach, using a pre-post survey and semi-structured focus groups. Results: Forty unique participants attended the five sessions. Attitudes about mental health did not change quantitatively but self-efficacy improved in four of five modules. High quality fidelity scores were noted in two of five sessions. Sustainability scores across multiple domains were highly rated. Scores on instruments measuring acceptability, feasibility, and appropriateness were high. Focus groups showed two main themes: the curriculum filled a gap in education and further adaptation of the model might help improve the experience. Conclusion: Implementation of the Project ECHO™ educational model appeared to have good reach/adoption, showed improvements in self-efficacy, illuminated facilitators and barriers to sustainability, and was felt to be acceptable, feasible, and appropriate. Qualitative analysis supported these conclusions. Future directions would include ongoing evaluation and monitoring of further Project ECHO™ curricular experiences through this partnership and adaptation of this project to other learners and settings in Latin America. [ABSTRACT FROM AUTHOR]

The Kaqchikel are an indigenous population who experienced political violence during the civil war and postwar conflict in Guatemala because their political ideology was in opposition to the military government. This formative study explored their trauma experiences and coping skills. We used a community member to recruit our small sample (N = 18) through convenience sampling. Participants expressed anxiety, depression, sadness, fear, and distrust stemming from incidents of trauma and violence and the loss of loved ones. Many participants identified family and community members as their major source of support. Positive coping strategies included having a strong religious faith and work ethic that helped them cope with distress. However, some participants resorted to negative coping behaviors such as alcohol abuse or knew of others who did. Our findings provide useful evidence to develop culturally-sensitive mental health services for this specific indigenous community. [ABSTRACT FROM AUTHOR]