“…Such trends have triggered several scholarly investigations on the various adoption factors and usage patterns of different types of mobile phone devices and services among older adults. A few examples of these strands of research are Kurniawan (2008), Conci, Pianesi, and Zancanaro (2009), Kubik (2009), Chen, McGaughey, Zeltmann, Lu, and Lee (2017), Hardhill and Olphert (2012), Chen, Chan, and Tsang (2013), Petrovčič, Vehovar, and Dolničar (2016), and Seifert and Schelling (2015). Overall, these studies indicate that older adults' intention to adopt mobile phones and the intensity of their use have been shaped by a complex set of intertwined socio-technical factors which have resulted in fairly heterogeneous usage patterns and consumption styles.…”