Patients come to the emergency department (ED) with complex medication and some patients present symptoms of adverse drug effects. Drug treatment is a complex process for physicians to handle. The aim of this study was to explore how a group of ED physicians view their work in relation to patients’ drug treatment. Three semi-structured focus group discussions with 12 physicians in an ED in Sweden were conducted and analysed thematically. The core theme was ‘‘limit work to here and now’’. Three descriptive themes were identified in relation to the main theme; (1) focussing to cope with work; (2) decision making on limited patient-specific information; and (3) actively seeking learning moments. The findings show that the physicians actively seek learning moments in work. Signing their own notes in the computerized medical record is a way of getting feedback on the treatment they have initiated and it was seen as a large part of their clinical education. If we want to support the physicians with new technology for safer drug treatment, such as a computerized drug prescribing support system, the support system should be adapted to the different learning styles and needs.