This article maps the range of currently held scientific positions on matters of concern involving social robots and older people. 345 publications from peer-reviewed journals and conferences were narrowed down to 31 key publications that were studied in detail and categorised into seven matters of concern: (1) role of robots in older people’s lives, (2) factors affecting older people’s acceptance of robots, (3) lack of mutual inspiration in the development of robots for older people, (4) robot aesthetics, (5) ethical implications of using robots in caring for older people, (6) robotic research methodology, and (7) technical determinism versus social construction of social robots. The findings indicate that older people are implicated but not present in the development of robots and that their matters of concern are not identified in the design process. Instead, they are ascribed general needs of social robots due to societal changes such as ageing demographics and demands from the healthcare industry. The conceptualisation of older people seems to be plagued with stereotypical views such as that they are lonely, frail and in need of robotic assistance. Our conclusions are that the perceptions of older people need to be re-examined and perhaps redefined in order to fairly represent who they are, and that more research on older people as social robotic users is needed.