Comparing methods to separate treatment from self-selection effects in an online banking setting

The literature discusses several methods to control for self-selection effects but provides little guidance on which method to use in a setting with a limited number of variables. The authors theoretically compare and empirically assess the performance of different matching methods and instrumental variable and control function methods in this type of setting by investigating the effect of online banking on product usage. Hybrid matching in combination with the Gaussian kernel algorithm outperforms the other methods with respect to predictive validity. The empirical finding of large self-selection effects indicates the importance of controlling for these effects when assessing the effectiveness of marketing activities.

An investigation into the acceptance of online banking in Saudi Arabia

Although a regional leader, Internet banking in Saudi Arabia is yet to be fully utilised as a value-adding tool to improve customer relationships and achieve cost advantages. The aim of this study was to identify the factors that encourage customers to adopt online banking in Saudi Arabia. The research constructs were developed based on the technology acceptance model (TAM) and incorporated some extra important control variables. The model was empirically verified to examine the factors influencing the online banking adoption behaviour of 400 customers. The findings of the study suggests that the quality of the Internet connection, the awareness of online banking and its benefits, the social influence and computer self-efficacy have significant effects on the perceived usefulness (PU) and perceived ease of use (PEOU) of online banking acceptance. Education, trust and resistance to change also have significant impact on the attitude towards the likelihood of adopting online banking. The implications of the findings are discussed and suggestions for future research are presented.

Adopting the experiential values propositions as e-atmospherics:an illustration through the case of e-banking

For a couple of years now, the Columbia Business School and in particular Bernd Schmitt have been advocating for more work to be done regarding 'experiential marketing'. Taking the case of e-atmospherics in Turkish e-banking practices, we revisit the theory of strategic experiential modules which are sense, feel, think, act and relate. Two major ebanking experience providers' types of communication, product design, retail presence and epresence have been unpacked. These are Garanti Bank, who's known with its many award winning web site, and Akbank who has a standard web site. The Turkish banking at the border of the EU and under global influences has expended and liberalized dramatically over the last decade making the most of new technologies, hence offering an interesting perspective in a non-homogenous society where the technological divide remains important. First a qualitative content analysis of both bank's homepages is conducted. This is followed by 43 online surveys, where 18 is Garanti Bank consumer, 19 is Akbank consumer and 6 is both Garanti and Akbank consumer, to explore how e-atmospherics experiential features currently recognized by users. Our findings indicate that experiential marketing in e-banking can be expected to be the key to greater online migration of consumers and differentiation among the players. Yet, while the first two steps sense and feel are explicitly developed by both players, act and relate still remain poor. Moreover, 'think' is discovered to be a key moderator where both banks seem to lack clear strategy.

Impact of online channel use on customer revenues and costs to serve:considering product portfolios and self-selection

Developing a strategy for online channels requires knowledge of the effects of customers' online use on their revenue and cost to serve, which ultimately influence customer profitability. The authors theoretically discuss and empirically examine these effects. An empirical study of retail banking customers reveals that online use improves customer profitability by increasing customer revenue and decreasing cost to serve. Moreover, the revenue effects of online use are substantially larger than the cost-to-serve effects, although the effects of online use on customer revenue and cost to serve vary by product portfolio. Self-selection effects also emerge and can be even greater than online use effects. Ignoring self-selection effects thus can lead to poor managerial decision-making.