Brodersen, SøsserPedersen, Signe2019-05-282019-05-282019The paper builds on an ongoing research project striving to reduce hospitalization of elderly citizens with dementia (ECwD). In the research project sensor technologies are used to gather large amounts of data to speak on behalf of the ECwD about change in their behaviour. But in order for the data to create value, network-building efforts made by the project researchers is needed, as the case illustrate. Inspired by the framework of partici- patory infrastructuring we illustrate how front-stage as well as back-stage activities leads to negotiations and translations of concerns and data in a process of network-building to- gether with a multiplicity of users and other actors such as ECwD, their loved ones, care- givers, sensors, researchers, municipalities, companies and nursing homes.enText/Conference Paper10.18420/ihc2019_0042510-2591