arishmr/isixhosa-phq9-web-pilot

Analysis code for a pilot validation study of a web-based isiXhosa PHQ-9 screening tool. # App-based isiXhosa PHQ-9: Pilot study of usability for depressive symptom screening in South Africa Analysis code for a pilot validation study of a web-based isiXhosa PHQ-9 screening tool. ### PROJECT SUMMARY The goal of this pilot study was to explore the usability of a web-based application to administer the isiXhosa PHQ-9 using audio recordings of questions and responses. ### CONTACT For any questions about the code, please contact the lead investigator: Dr Arish Mudra Rakshasa-Loots (arish.mrl@ed.ac.uk). ### DATASET The associated dataset is available through the Edinburgh DataShare service, along with a data dictionary describing all variables. ### DESCRIPTION OF SCRIPTS This R code is for analysing the quantitative data generated from the pilot validation study. `00-packages.R` loads the required packages (or installs them if they are not already installed). `01-loaddata.R` imports the cleaned dataset and classifies variables to appropriate categories. `02-demos.R` calculates summary statistics for available demographic variables and exports a Word document with the demographic table. `04-mauq.R` calculates summary statistics (median and interquartile ranges) for each item of the adapted mHealth App Usability Questionnaire (MAUQ). `04-logreg-dep.R` runs these regression models with life stage at immigration and time since immigration as predictors.