Performance and feasibility of photoplethysmograph (PPG)-derived clinical measurement tools (medical device and smartphone-based screening technologies) by primary care providers will be assessed using a type 2 hybrid design to conduct a mixed methods diagnostic accuracy and implementation study.~The diagnostic accuracy study will consist of 3 components to achieve the primary and secondary objectives: 1) a usability assessment of observed user-product interactions and a system usability score, 2) measurement of multimodal PO device performance through comparison against a reference standard, and 3) caregiver/provider acceptability through semi-structured interviews.~The observational implementation (OI) study consists of 3 components to achieve the primary and secondary objectives: 1) a human-centered design workshop, 2) an observational study to evaluate the feasibility of implementing an approved multimodal PO device in clinical care, and 3) semi-structured in-depth interviews to assess provider and caregiver acceptability and adaptation.~The interventions for this study are PPG-derived clinical measurement tools that measure oxygen saturation (SpO2), pulse rate, respiratory rate, and/or temperature. The interventions will also be compared to a reference standard for the different clinical measurements
This study aims to provide evidence on next-generation clinical measurement tools through a mixed methods diagnostic accuracy and implementation study in Kenya, Senegal, Tanzania, and Uttar Pradesh, India.