“…Moreover, ignoring the presence of unobserved heterogeneity may lead to incorrect estimation of parameters (Becker et al, 2013;Marques and Reis, 2015) and produce results, which are biased and conclusions, which may be false and misleading (Hair et al, 2019b). Recent research studies have highlighted the importance of uncovering unobserved heterogeneity in different contexts such as brand community (Haverila et al, 2020), information systems (Becker et al, 2013), internet search engines (Palos-Sanchez et al, 2018), internet users (Arenas-Gait an et al, 2019), retail banking (Kamath et al, 2019) and tourism (Marques and Reis, 2015;Zhang et al, 2019). Although prior studies argue that it is important to identify resident segments because each segment is motivated by different needs and desires (Freire, 2009), limited research has gone into identifying the unobserved heterogeneity amongst residents.…”