Radio frequency identification (RFID) is currently regarded as one of the most promising technologies, and considered as one of the sixteen key technologies in the coming decade, specifically in terms of its use, pervasiveness, market demand and commercial availability. RFID is perceived as critical technology for many purposes and applications, such as improving the efficiency and effectiveness in business operations and improving customer service. This research therefore has a hedonic motivation in developing an incorporated view of theoretical framework to identify factors that affect RFID adoption in healthcare and providing an empirical analysis of the effect of both organizational and individual factors on the diffusion of RFID based on the health care industry. Unlike other studies, the current study places more attention on individual factors in addition to the organizational factors and technological factors in an attempt to better understand the phenomenon of RFID adoption in health care, which is described as a complex and a very demanding work environment. This study serves to fill a gap in the existing literature through explaining of how user factors can contribute to the adoption of RFID in healthcare and how such factors might lead to better understanding of the benefits, use and impacts of RFID in health care sector.