Please use this identifier to cite or link to this item:
The Impact of Subjective and Objective Experience on Mobile Banking Usage: An Analytical Approach
|Title:||The Impact of Subjective and Objective Experience on Mobile Banking Usage: An Analytical Approach|
show 1 moreUTAUT.
|Issue Date:||04 Jan 2017|
|Abstract:||This paper aims to investigate mobile banking (MB) usage through the theoretical lens of UTAUT model with its four pillars. The research model will be tested via a hybrid neural networks-based structural equation modeling (SEM-NN) to reveal significant factors. Universal structural modeling (USM) will be then utilized to find the hidden paths and nonlinearity in our research model. To the best of our knowledge, this is the first study to examine the role of subjective and objective experience on MB usage using a multi-analytical approach. Neural network (NN) and USM can identify the most significant determinants and hidden interaction effects, respectively. Thus, both techniques would help to complement SEM and increase our understanding of the influential factors on MB usage. Preliminary results are presented and discussed. Potential contribution and conclusion are communicated to both academia and industry.|
|Rights:||Attribution-NonCommercial-NoDerivatives 4.0 International|
|Appears in Collections:||Data, Text, and Web Mining for Business Analytics Minitrack|
Items in ScholarSpace are protected by copyright, with all rights reserved, unless otherwise indicated.