CD4 and depressive symptom measurement: In Uganda, most research on depression and HIV focus on people who are already HIV infected, and report an association of depression with lower condom use, higher alcohol use, lower self-efficacy, lower CD4 count, and poorer antiretroviral treatment adherence [17–20].