Medicine and Health Sciences Commons^™

Use Of Mobile Technology To Identify Behavioral Mechanisms Linked To Mental Health Outcomes In Kenya: Protocol For Development And Validation Of A Predictive Model, Willie Njoroge, Rachel Maina, Frank Elena, Lukoye Atwoli, Anthony Ngugi, Srijan Sen, Stephen Wong, Linda Khakali, Andrew Aballa, James Orwa, Moses Nyongesa, Jasmit Shah, Amina Abubakar, Zul Merali

Brain and Mind Institute

Objective:This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya.

Approach: The study will deploy a mobile application (app) platform and use novel data science analytic approaches (Artificial Intelligence and Machine Learning) to identifying predictors of mental health disorders among 500 randomly sampled healthcare workers from five healthcare facilities in Nairobi, Kenya.

Expectation: This study will lay the basis for creating agile and scalable systems for rapid diagnostics that could inform precise interventions for mitigating depression and ensure a healthy, resilient …

Quality Indicators In Surgical Oncology: Systematic Review Of Measures Used To Compare Quality Across Hospitals, Megan Mcleod, Kari Leung, C S. Pramesh, Peter Kingham, Miriam Mutebi, Julie Torode, Andre Ilbawi, Jade Chakowa, Richard Sullivan, Ajay Aggarwal

General Surgery, East Africa

Background: Measurement and reporting of quality indicators at the hospital level has been shown to improve outcomes and support patient choice. Although there are many studies validating individual quality indicators, there has been no systematic approach to understanding what quality indicators exist for surgical oncology and no standardization for their use. The aim of this study was to review quality indicators used to assess variation in quality in surgical oncology care across hospitals or regions. It also sought to describe the aims of these studies and what, if any, feedback was offered to the analysed groups.

Methods: A literature search …

Assessing The Influence Of Covid-19 Lockdown Measures On Cognition And Behavior In School Age Children In Arba Minch Health And Demographic Surveillance Site, Southern Ethiopia: A Cross-Sectional Study, Befikadu Tariku Gutema, Eshetu Zerihun Tariku, Zeleke Aschalew Melketsedik, Bruno Levecke, Stefaan De Henauw, Amina Abubakar, Souheila Abbeddou

Institute for Human Development

Ethiopian schools were closed for nearly 40 weeks as a measure to control the COVID-19 pandemic. The objective of the study was to evaluate the role of COVID-19 pandemic’s restrictive measures on cognition and behavioral difficulties of schoolchildren in Arba Minch Health and Demographic Surveillance Site. Two cross-sectional surveys were conducted in November 2019 (pre-COVID-19-lockdown) and November 2020 (post-COVID-19 lockdown). Data were collected both at the school and homes of the children. Cognitive development of the children was assessed using digit span, Raven’s coloured progressive matrices (RCPM) and Visual search using cancellation task. Behavioral difficulties score of the children was …

Exploring The Role Of Information And Communication Technologies In Allergic Rhinitis In Specialist Centers: Patient Perspectives On Usefulness, Value, And Impact On Healthcare, Ivan Cherrez-Ojeda, Jean Bousquet, Zouina Sarfraz, Azza Sarfraz, Monica Rodriguez Gonzales, Anna Bedbrook, Nelson Rosario, Benjamin Zepeda-Ortega, Guillermo Guidos, Ulbio Alcivar Molina

Department of Paediatrics and Child Health

Introduction: Information and communication technologies (ICTs) improve patient-centered care and are routinely used in Allergic Rhinitis (AR), but patients' preferences and attitudes are unexplored. This study examines AR-related information preferences and ICT use by AR patients.
Methods: A survey-based cross-sectional study was carried out in Ecuador from July to September 2019 in seven centers of reference for allergic disease. Participants were 18 years or older, diagnosed with AR and had access to ICT and the Internet. Descriptive and binomial logistic regressions were performed. A value of less than 0.05 was considered statistically significant.
Results: 217 patients were included. 47% (n …

Infant Growth And Body Composition From Birth To 24 Months: Are Infants Developing The Same?, Shane A. Norris, Lukhanyo H. Nyati, Alexia Murphy Alford, Nishani Lucas, Ina S. Santos, Caroline S. Costa, Rebecca Kuriyan, V Pujitha Wickranasinghe, Shabina Ariff, Andrew P. Hills

Department of Paediatrics and Child Health

Background: Given the importance of infancy for establishing growth trajectories, with later-life health consequences, we investigated longitudinal body composition among infants from six economically and ethnically diverse countries.
Methods: We recruited mother-infant dyads using the WHO Multicenter Growth Reference Study criteria. We measured fat-free mass (FFM) in 1393 (49% female) infants from birth to 6 months of age (Australia, India, and South Africa; n = 468), 3-24 months of age (Brazil, Pakistan, South Africa, and Sri Lanka; n = 925), and derived fat mass (FM), fat mass index (FMI), and fat-free mass index (FFMI). Height-for-age (HAZ), weight-for-age (WAZ), and weight-for-length …

Employing Data Visualization For Effective Health Communication In Nairobi, Kenya: A Study Of Select Media Houses., Rabudi Charles Mark

Theses & Dissertations

This capstone project analyzes how journalists use data visualization to communicate health information. With the advent of evidence-based practice in medical communication, it is necessary to provide health information in a way that raises public health awareness and changes individual behaviour for beneficial health outcomes. The use of data visualization tools such as charts, graphs, and maps aids in the presentation of data patterns and insights, improving knowledge, engagement, and decision-making in the field of health communication. The study seeks to identify the types of health data visualization commonly employed by journalists in Kenya; assess the level of training and …